diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..623de9171af3263843b96cebdf8cde7419aabe4f
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,16 @@
+make:
+ image: sphinxdoc/sphinx
+ script:
+ - apt-get update
+ - apt-get install -y pandoc
+ - apt-get install -y openssh-client
+ - pip3 install sphinx-rtd-theme
+ - pip3 install sphinx-autoapi
+ - pip3 install nbsphinx
+ - cd doc
+ - make html
+ - eval $(ssh-agent)
+ - echo "$SSHKEY" | ssh-add -
+ - ssh -o UserKnownHostsFile=known_hosts wp86team@exflqr30526 "./doc-prepare toolbox/$CI_COMMIT_REF_NAME"
+ - scp -o UserKnownHostsFile=known_hosts -r _build/html wp86team@exflqr30526:html/toolbox/$CI_COMMIT_REF_NAME
+
diff --git a/README.rst b/README.rst
index 11d8ad0b4e85600c19b79f775a2e123f78286161..c62efc1ec9a017ad2a1d207e333dd881d28a657f 100644
--- a/README.rst
+++ b/README.rst
@@ -2,3 +2,5 @@ Documentation
#############
Online documentation can be found at `ReadTheDocs <https://rtd.xfel.eu/docs/scs-toolbox/en/latest/>`_.
+
+From within the XFEL office network, documentation for the git branches may be found `here <http://exflqr30526.desy.de:8000/toolbox/>`_.
\ No newline at end of file
diff --git a/doc/Analysis_of_Viking_spectrometer_data.ipynb b/doc/Analysis_of_Viking_spectrometer_data.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..e27e461728fd1e10f0ed206b5e63a70532cf8fd4
--- /dev/null
+++ b/doc/Analysis_of_Viking_spectrometer_data.ipynb
@@ -0,0 +1,1302 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "20432f9a",
+ "metadata": {},
+ "source": [
+ "# Analysis of Viking spectrometer data\n",
+ "\n",
+ "The Viking spectrometer is typically used with an Andor Newton CCD to record the transmitted FEL spectrum. The `Viking` class of the SCS ToolBox contains all the details about the experiment, but no data. It allows the calculation of an absorption spectrum based on averaged spectra with and without sample (reference).\n",
+ "\n",
+ "All the parameters need to be carefully calibrated whenever the spectrometer is moved, usually at the beginning of a beamtime."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "8ab668f7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%load_ext autoreload\n",
+ "%autoreload 2"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "1ade396a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import xarray as xr\n",
+ "import matplotlib.pyplot as plt\n",
+ "plt.rcParams['figure.constrained_layout.use'] = True\n",
+ "#%matplotlib notebook\n",
+ "import toolbox_scs as tb"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "16ef4834",
+ "metadata": {},
+ "source": [
+ "## Setting the stage"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "2b641ce0",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "proposal = 2953\n",
+ "runNB = 321 # run containing the data with sample\n",
+ "refNB = 322 # run containing the data without sample\n",
+ "darkNB = 375 # dark run"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "084d7e79",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "v = tb.Viking(proposal)\n",
+ "v.FIELDS += ['XTD10_SA3'] # add the pulse energy measured by XGM in the XTD10 tunnel\n",
+ "v.X_RANGE = slice(0, 1500) # define the dispersive axis range of interest (in pixels)\n",
+ "v.Y_RANGE = slice(29, 82) # define the non-dispersive axis range of interest (in pixels)\n",
+ "v.ENERGY_CALIB = [1.47802667e-06, 2.30600328e-02, 5.15884589e+02] # energy calibration, see further below\n",
+ "v.BL_POLY_DEG = 1 # define the polynomial degree for baseline subtraction\n",
+ "v.BL_SIGNAL_RANGE = [500, 545] # define the range containing the signal, to be excluded for baseline subtraction\n",
+ "\n",
+ "v.load_dark(darkNB) # load a dark image (averaged over the dark run number)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a7acd1b9",
+ "metadata": {},
+ "source": [
+ "## Loading data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "e7514865",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (newt_x: 1500, newt_y: 53, pulse_slot: 2700, sa3_pId: 43, trainId: 661)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1473952798 1473952800 ... 1473954118\n",
+ " * sa3_pId (sa3_pId) int64 1056 1088 1120 1152 ... 2336 2368 2400\n",
+ " * newt_x (newt_x) float64 515.9 515.9 515.9 ... 553.7 553.7 553.8\n",
+ "Dimensions without coordinates: newt_y, pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2146089 2048 ... 16777216\n",
+ " newton (trainId, newt_y, newt_x) float64 943.0 800.0 ... 758.0\n",
+ " XTD10_SA3 (trainId, sa3_pId) float64 1.674e+03 ... 1.465e+03\n",
+ " spectrum (trainId, newt_x) float64 941.8 960.7 ... 1.319e+03\n",
+ " spectrum_nobl (trainId, newt_x) float64 -25.84 -7.063 ... -41.9 -25.1\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p002953/raw/r0322\n",
+ " vbin:: 4\n",
+ " hbin: 1\n",
+ " startX: 1\n",
+ " endX: 2048\n",
+ " startY: 1\n",
+ " endY: 512\n",
+ " temperature: -50.04199981689453\n",
+ " high_capacity: 0\n",
+ " exposure_s: 0.0004\n",
+ " gain: 2\n",
+ " photoelectrons_per_count: 2.05</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-8346f161-6b2c-4965-bfd4-ec05589ee6ef' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8346f161-6b2c-4965-bfd4-ec05589ee6ef' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>newt_x</span>: 1500</li><li><span>newt_y</span>: 53</li><li><span>pulse_slot</span>: 2700</li><li><span class='xr-has-index'>sa3_pId</span>: 43</li><li><span class='xr-has-index'>trainId</span>: 661</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-1568792c-5dfb-4a01-b3b3-57d4ccdd9a94' class='xr-section-summary-in' type='checkbox' checked><label for='section-1568792c-5dfb-4a01-b3b3-57d4ccdd9a94' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>1473952798 ... 1473954118</div><input id='attrs-bb142691-19f5-4c46-bd7f-26bc0f2e58f4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bb142691-19f5-4c46-bd7f-26bc0f2e58f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1eebc218-0678-4693-88fa-d53260bce03f' class='xr-var-data-in' type='checkbox'><label for='data-1eebc218-0678-4693-88fa-d53260bce03f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1473952798, 1473952800, 1473952802, ..., 1473954114, 1473954116,\n",
+ " 1473954118], dtype=uint64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa3_pId</span></div><div class='xr-var-dims'>(sa3_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1056 1088 1120 ... 2336 2368 2400</div><input id='attrs-4ed80506-51f5-4e1a-85a7-49e8da3d332d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4ed80506-51f5-4e1a-85a7-49e8da3d332d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6c31d8c4-bffa-46ec-aec7-03ddc4d7ea07' class='xr-var-data-in' type='checkbox'><label for='data-6c31d8c4-bffa-46ec-aec7-03ddc4d7ea07' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1056, 1088, 1120, 1152, 1184, 1216, 1248, 1280, 1312, 1344, 1376, 1408,\n",
+ " 1440, 1472, 1504, 1536, 1568, 1600, 1632, 1664, 1696, 1728, 1760, 1792,\n",
+ " 1824, 1856, 1888, 1920, 1952, 1984, 2016, 2048, 2080, 2112, 2144, 2176,\n",
+ " 2208, 2240, 2272, 2304, 2336, 2368, 2400])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>newt_x</span></div><div class='xr-var-dims'>(newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>515.9 515.9 515.9 ... 553.7 553.8</div><input id='attrs-68a6a294-759f-4faa-987b-a22117e21f94' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-68a6a294-759f-4faa-987b-a22117e21f94' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-93351841-3bd3-4a3d-ad59-18c2b7445ba7' class='xr-var-data-in' type='checkbox'><label for='data-93351841-3bd3-4a3d-ad59-18c2b7445ba7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([515.884589, 515.907651, 515.930715, ..., 553.717729, 553.745216,\n",
+ " 553.772706])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-20abee79-7a9e-4d63-82c0-f115e1c8ad00' class='xr-section-summary-in' type='checkbox' checked><label for='section-20abee79-7a9e-4d63-82c0-f115e1c8ad00' class='xr-section-summary' >Data variables: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(trainId, pulse_slot)</div><div class='xr-var-dtype'>uint32</div><div class='xr-var-preview xr-preview'>2146089 2048 ... 16777216 16777216</div><input id='attrs-bb5e5280-e7ef-476d-91ef-88b6bfa957c6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bb5e5280-e7ef-476d-91ef-88b6bfa957c6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-54f3c35b-773e-4554-80be-5bfc5c807b65' class='xr-var-data-in' type='checkbox'><label for='data-54f3c35b-773e-4554-80be-5bfc5c807b65' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 2146089, 2048, 2099241, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 2048, 2099241, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2211625, 2048, 2099241, ..., 16777216, 16777216, 16777216],\n",
+ " ...,\n",
+ " [ 2146089, 2048, 2099241, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 2048, 2099241, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 2048, 2099241, ..., 16777216, 16777216, 16777216]],\n",
+ " dtype=uint32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>newton</span></div><div class='xr-var-dims'>(trainId, newt_y, newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>943.0 800.0 697.0 ... 805.0 758.0</div><input id='attrs-7d02cdd4-4262-4896-95b1-1c0253eee85a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7d02cdd4-4262-4896-95b1-1c0253eee85a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c4b697ef-b4fc-4e43-aff1-93339dc6402c' class='xr-var-data-in' type='checkbox'><label for='data-c4b697ef-b4fc-4e43-aff1-93339dc6402c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 943., 800., 697., ..., 985., 1057., 1038.],\n",
+ " [ 842., 921., 957., ..., 1037., 1041., 978.],\n",
+ " [ 744., 587., 558., ..., 1094., 925., 1030.],\n",
+ " ...,\n",
+ " [ 600., 688., 836., ..., 970., 1061., 1204.],\n",
+ " [ 681., 625., 675., ..., 921., 938., 887.],\n",
+ " [ 695., 593., 822., ..., 666., 582., 829.]],\n",
+ "\n",
+ " [[ 918., 949., 901., ..., 892., 976., 905.],\n",
+ " [ 857., 912., 1083., ..., 731., 757., 758.],\n",
+ " [ 630., 575., 599., ..., 1058., 967., 914.],\n",
+ " ...,\n",
+ " [ 741., 776., 874., ..., 784., 961., 1391.],\n",
+ " [ 684., 971., 878., ..., 954., 1218., 1041.],\n",
+ " [ 831., 647., 744., ..., 643., 690., 733.]],\n",
+ "\n",
+ " [[ 634., 709., 727., ..., 985., 963., 836.],\n",
+ " [ 553., 612., 787., ..., 1169., 788., 903.],\n",
+ " [ 668., 618., 621., ..., 785., 863., 835.],\n",
+ " ...,\n",
+ "...\n",
+ " ...,\n",
+ " [ 920., 815., 759., ..., 844., 1050., 839.],\n",
+ " [1080., 956., 661., ..., 968., 1001., 915.],\n",
+ " [ 811., 918., 652., ..., 873., 823., 1034.]],\n",
+ "\n",
+ " [[ 733., 606., 582., ..., 880., 1039., 1139.],\n",
+ " [ 784., 806., 787., ..., 1075., 1125., 827.],\n",
+ " [ 889., 848., 957., ..., 962., 1071., 811.],\n",
+ " ...,\n",
+ " [ 860., 649., 578., ..., 962., 1151., 985.],\n",
+ " [ 845., 663., 688., ..., 836., 978., 1340.],\n",
+ " [ 732., 784., 586., ..., 734., 872., 829.]],\n",
+ "\n",
+ " [[ 697., 934., 742., ..., 873., 753., 931.],\n",
+ " [ 694., 730., 774., ..., 802., 1020., 1206.],\n",
+ " [ 697., 956., 694., ..., 700., 785., 899.],\n",
+ " ...,\n",
+ " [ 799., 717., 918., ..., 898., 951., 1050.],\n",
+ " [ 870., 949., 918., ..., 911., 1283., 1080.],\n",
+ " [ 894., 627., 652., ..., 1032., 805., 758.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XTD10_SA3</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.674e+03 1.781e+03 ... 1.465e+03</div><input id='attrs-6796aff9-b98b-417a-b39c-7320b3500abf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6796aff9-b98b-417a-b39c-7320b3500abf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-01d1dac9-2015-417e-833b-4c4621b616c3' class='xr-var-data-in' type='checkbox'><label for='data-01d1dac9-2015-417e-833b-4c4621b616c3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[1673.97485352, 1780.60498047, 1452.16772461, ..., 1836.07592773,\n",
+ " 1695.68798828, 1458.07446289],\n",
+ " [2012.43261719, 1767.71337891, 1716.76318359, ..., 1651.42553711,\n",
+ " 1813.9777832 , 1431.35644531],\n",
+ " [1630.87841797, 1645.91479492, 1469.28320312, ..., 1508.0567627 ,\n",
+ " 1385.63110352, 1416.71606445],\n",
+ " ...,\n",
+ " [1507.31445312, 1752.1652832 , 1686.92077637, ..., 1737.3125 ,\n",
+ " 1577.06298828, 1616.52392578],\n",
+ " [2101.60083008, 1569.24121094, 1855.71728516, ..., 1483.96960449,\n",
+ " 1664.98217773, 1348.71264648],\n",
+ " [1564.17675781, 1731.5670166 , 1535.64672852, ..., 1721.94335938,\n",
+ " 1681.0324707 , 1465.49145508]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spectrum</span></div><div class='xr-var-dims'>(trainId, newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>941.8 960.7 ... 1.302e+03 1.319e+03</div><input id='attrs-a1420ab3-ffad-4e51-b223-c989757518e4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a1420ab3-ffad-4e51-b223-c989757518e4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68359592-9de0-46b7-aca6-bb6ebaf38090' class='xr-var-data-in' type='checkbox'><label for='data-68359592-9de0-46b7-aca6-bb6ebaf38090' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 941.7582056 , 960.74608693, 985.17661157, ..., 1429.04862315,\n",
+ " 1345.94592645, 1329.10501995],\n",
+ " [1078.21858296, 1053.6536341 , 1074.17755497, ..., 1328.01843447,\n",
+ " 1424.27139815, 1363.56822749],\n",
+ " [ 935.14405465, 949.06495485, 981.38604553, ..., 1409.16749108,\n",
+ " 1329.46856796, 1194.42388787],\n",
+ " ...,\n",
+ " [1025.26669616, 1002.32627561, 985.83415874, ..., 1286.786359 ,\n",
+ " 1334.07139815, 1294.75785014],\n",
+ " [1083.24688484, 1097.98004919, 1044.16246063, ..., 1231.70711372,\n",
+ " 1391.47139815, 1360.74464259],\n",
+ " [1022.09499805, 1066.14703033, 1049.92566818, ..., 1362.59767976,\n",
+ " 1302.00630381, 1319.00973693]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spectrum_nobl</span></div><div class='xr-var-dims'>(trainId, newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-25.84 -7.063 17.16 ... -41.9 -25.1</div><input id='attrs-ed11d1a2-cba0-4046-9a6b-6889cd3e5c24' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ed11d1a2-cba0-4046-9a6b-6889cd3e5c24' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6cb8430d-2ff4-4468-b8e1-123fdffa6ca5' class='xr-var-data-in' type='checkbox'><label for='data-6cb8430d-2ff4-4468-b8e1-123fdffa6ca5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ -25.83894992, -7.0628976 , 17.15577088, ..., 113.9392577 ,\n",
+ " 30.58408468, 13.49067472],\n",
+ " [ 132.95041047, 108.12852617, 128.39547866, ..., -38.76048694,\n",
+ " 57.18623863, -3.82320306],\n",
+ " [ -4.23392908, 9.48766827, 41.60943055, ..., 142.82685757,\n",
+ " 62.89038791, -72.39186427],\n",
+ " ...,\n",
+ " [ 22.22161966, -0.8666322 , -17.50659932, ..., 41.21934094,\n",
+ " 88.32818182, 48.83841661],\n",
+ " [ 80.40434786, 94.90808737, 40.86104455, ..., -147.51415939,\n",
+ " 11.97667647, -19.02355706],\n",
+ " [ -34.85541266, 9.02183124, -7.3743417 , ..., 18.90138573,\n",
+ " -41.89831828, -25.10323562]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-95124dad-353a-48eb-8f49-7c93aa8446e1' class='xr-section-summary-in' type='checkbox' ><label for='section-95124dad-353a-48eb-8f49-7c93aa8446e1' class='xr-section-summary' >Attributes: <span>(12)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202202/p002953/raw/r0322</dd><dt><span>vbin: :</span></dt><dd>4</dd><dt><span>hbin :</span></dt><dd>1</dd><dt><span>startX :</span></dt><dd>1</dd><dt><span>endX :</span></dt><dd>2048</dd><dt><span>startY :</span></dt><dd>1</dd><dt><span>endY :</span></dt><dd>512</dd><dt><span>temperature :</span></dt><dd>-50.04199981689453</dd><dt><span>high_capacity :</span></dt><dd>0</dd><dt><span>exposure_s :</span></dt><dd>0.0004</dd><dt><span>gain :</span></dt><dd>2</dd><dt><span>photoelectrons_per_count :</span></dt><dd>2.05</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (newt_x: 1500, newt_y: 53, pulse_slot: 2700, sa3_pId: 43, trainId: 661)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1473952798 1473952800 ... 1473954118\n",
+ " * sa3_pId (sa3_pId) int64 1056 1088 1120 1152 ... 2336 2368 2400\n",
+ " * newt_x (newt_x) float64 515.9 515.9 515.9 ... 553.7 553.7 553.8\n",
+ "Dimensions without coordinates: newt_y, pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2146089 2048 ... 16777216\n",
+ " newton (trainId, newt_y, newt_x) float64 943.0 800.0 ... 758.0\n",
+ " XTD10_SA3 (trainId, sa3_pId) float64 1.674e+03 ... 1.465e+03\n",
+ " spectrum (trainId, newt_x) float64 941.8 960.7 ... 1.319e+03\n",
+ " spectrum_nobl (trainId, newt_x) float64 -25.84 -7.063 ... -41.9 -25.1\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p002953/raw/r0322\n",
+ " vbin:: 4\n",
+ " hbin: 1\n",
+ " startX: 1\n",
+ " endX: 2048\n",
+ " startY: 1\n",
+ " endY: 512\n",
+ " temperature: -50.04199981689453\n",
+ " high_capacity: 0\n",
+ " exposure_s: 0.0004\n",
+ " gain: 2\n",
+ " photoelectrons_per_count: 2.05"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "ds_ref = v.from_run(refNB) # load refNB. The `newton` variable contains the CCD images.\n",
+ "v.integrate(ds_ref) # integrate over the non-dispersive dimension \n",
+ "v.removePolyBaseline(ds_ref) # remove baseline\n",
+ "ds_ref"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6337893d",
+ "metadata": {},
+ "source": [
+ "## Plotting baseline subtracted spectrum\n",
+ "\n",
+ "There is often a broad spectral background added to the SASE spectra that needs to be removed. To do so, a polynomial of degree `BL_POLY_DEG` is fitted to the baseline. The ranges where the actual SASE signal is present are avoided by setting the `BL_SIGNAL_RANGE` parameter."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "77e3efc4",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.figure()\n",
+ "ds_ref['spectrum'].mean(dim='trainId').plot(label='spectrum')\n",
+ "ds_ref['spectrum_nobl'].mean(dim='trainId').plot(label='spectrum_nobl')\n",
+ "plt.legend()\n",
+ "plt.xlabel('Energy [eV]')\n",
+ "plt.grid()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "52f4813c",
+ "metadata": {},
+ "source": [
+ "## Calculating and plotting XAS spectrum"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "32f40e4a",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (newt_x: 1500)\n",
+ "Coordinates:\n",
+ " * newt_x (newt_x) float64 515.9 515.9 515.9 ... 553.7 553.8\n",
+ "Data variables:\n",
+ " It (newt_x) float64 3.919 -2.476 ... 0.01703 -2.786\n",
+ " It_std (newt_x) float64 46.04 43.49 44.08 ... 33.76 35.61\n",
+ " It_stderr (newt_x) float64 1.852 1.75 1.773 ... 1.358 1.433\n",
+ " I0 (newt_x) float64 8.241 -13.35 -7.251 ... 1.327 -4.828\n",
+ " I0_std (newt_x) float64 46.04 43.49 44.08 ... 33.76 35.61\n",
+ " I0_stderr (newt_x) float64 1.852 1.75 1.773 ... 1.358 1.433\n",
+ " absorptionCoef (newt_x) float64 0.7433 1.685 nan ... 4.356 0.5499\n",
+ " absorptionCoef_std (newt_x) float64 14.46 18.34 51.7 ... 1.982e+03 16.35\n",
+ " absorptionCoef_stderr (newt_x) float64 0.5753 0.7357 2.077 ... 79.73 0.6494\n",
+ "Attributes:\n",
+ " n_It: 618\n",
+ " n_I0: 661</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-0e04ddae-5aeb-4aa1-b7ec-cc06f1a95dae' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-0e04ddae-5aeb-4aa1-b7ec-cc06f1a95dae' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>newt_x</span>: 1500</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-dc05ddc3-c27f-4af7-a494-7215db5757d2' class='xr-section-summary-in' type='checkbox' checked><label for='section-dc05ddc3-c27f-4af7-a494-7215db5757d2' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>newt_x</span></div><div class='xr-var-dims'>(newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>515.9 515.9 515.9 ... 553.7 553.8</div><input id='attrs-9c0236e8-924b-40c0-8d42-d16cd5818d6d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9c0236e8-924b-40c0-8d42-d16cd5818d6d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9b5a5435-f3d6-4655-ae39-eeb04a189d28' class='xr-var-data-in' type='checkbox'><label for='data-9b5a5435-f3d6-4655-ae39-eeb04a189d28' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([515.884589, 515.907651, 515.930715, ..., 553.717729, 553.745216,\n",
+ " 553.772706])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a0a226f7-e7a9-4c06-b464-e1c8e55eba49' class='xr-section-summary-in' type='checkbox' checked><label for='section-a0a226f7-e7a9-4c06-b464-e1c8e55eba49' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>It</span></div><div class='xr-var-dims'>(newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.919 -2.476 ... 0.01703 -2.786</div><input id='attrs-570dd366-3deb-45f1-865d-95bbcc58888b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-570dd366-3deb-45f1-865d-95bbcc58888b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-031feb4d-f9d7-490e-9d8a-44301a97b89b' class='xr-var-data-in' type='checkbox'><label for='data-031feb4d-f9d7-490e-9d8a-44301a97b89b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 3.91925258, -2.47627339, 0.86810958, ..., 2.20337353,\n",
+ " 0.01703439, -2.78575572])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>It_std</span></div><div class='xr-var-dims'>(newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>46.04 43.49 44.08 ... 33.76 35.61</div><input id='attrs-5125a0be-6c07-4c4c-9fe3-658770eaddc6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5125a0be-6c07-4c4c-9fe3-658770eaddc6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1a5ad676-c5ec-4ddd-b5bd-55148dbb17b7' class='xr-var-data-in' type='checkbox'><label for='data-1a5ad676-c5ec-4ddd-b5bd-55148dbb17b7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([46.04029465, 43.49329739, 44.08335856, ..., 34.90163389,\n",
+ " 33.7584539 , 35.61211943])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>It_stderr</span></div><div class='xr-var-dims'>(newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.852 1.75 1.773 ... 1.358 1.433</div><input id='attrs-75851dab-2faa-4981-91cb-bd8c087d0dbc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-75851dab-2faa-4981-91cb-bd8c087d0dbc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2936991d-e76b-43a2-b322-d597082ad54d' class='xr-var-data-in' type='checkbox'><label for='data-2936991d-e76b-43a2-b322-d597082ad54d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1.85201226, 1.749557 , 1.77329274, ..., 1.40394961, 1.35796417,\n",
+ " 1.43252953])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>I0</span></div><div class='xr-var-dims'>(newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>8.241 -13.35 ... 1.327 -4.828</div><input id='attrs-750df60c-05f5-4f64-8ede-a86765c6358b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-750df60c-05f5-4f64-8ede-a86765c6358b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ae220cff-1378-44df-b7c9-aeeac3f4737b' class='xr-var-data-in' type='checkbox'><label for='data-ae220cff-1378-44df-b7c9-aeeac3f4737b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 8.24135673, -13.35154356, -7.25066757, ..., 2.16029973,\n",
+ " 1.32716927, -4.8278338 ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>I0_std</span></div><div class='xr-var-dims'>(newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>46.04 43.49 44.08 ... 33.76 35.61</div><input id='attrs-fb41db74-e5d9-45c1-8e8c-60a12475e548' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fb41db74-e5d9-45c1-8e8c-60a12475e548' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-72470b6c-5426-4ef3-9219-ebde3381a750' class='xr-var-data-in' type='checkbox'><label for='data-72470b6c-5426-4ef3-9219-ebde3381a750' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([46.04029465, 43.49329739, 44.08335856, ..., 34.90163389,\n",
+ " 33.7584539 , 35.61211943])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>I0_stderr</span></div><div class='xr-var-dims'>(newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.852 1.75 1.773 ... 1.358 1.433</div><input id='attrs-58b8f779-8f11-4883-aedd-246a970980f5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-58b8f779-8f11-4883-aedd-246a970980f5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-edb99945-4fae-41e7-a00a-b483bb0c4608' class='xr-var-data-in' type='checkbox'><label for='data-edb99945-4fae-41e7-a00a-b483bb0c4608' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1.85201226, 1.749557 , 1.77329274, ..., 1.40394961, 1.35796417,\n",
+ " 1.43252953])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>absorptionCoef</span></div><div class='xr-var-dims'>(newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.7433 1.685 nan ... 4.356 0.5499</div><input id='attrs-b11ba64b-d2f6-4c4b-a921-b3d433d03fb4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b11ba64b-d2f6-4c4b-a921-b3d433d03fb4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-15d984b8-deff-4bbb-a859-2b71c6ecc1b0' class='xr-var-data-in' type='checkbox'><label for='data-15d984b8-deff-4bbb-a859-2b71c6ecc1b0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0.74326401, 1.68487723, nan, ..., -0.01974263,\n",
+ " 4.35556914, 0.54987869])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>absorptionCoef_std</span></div><div class='xr-var-dims'>(newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>14.46 18.34 ... 1.982e+03 16.35</div><input id='attrs-9b94b363-55a2-43b0-9fa9-9b3733f3b85e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9b94b363-55a2-43b0-9fa9-9b3733f3b85e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-adb05be8-cbfe-48dd-a600-b7b28bb207ce' class='xr-var-data-in' type='checkbox'><label for='data-adb05be8-cbfe-48dd-a600-b7b28bb207ce' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 14.46147913, 18.33875578, 51.70064703, ..., 28.2276812 ,\n",
+ " 1982.11422807, 16.35167582])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>absorptionCoef_stderr</span></div><div class='xr-var-dims'>(newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.5753 0.7357 ... 79.73 0.6494</div><input id='attrs-d9446770-565b-4714-998f-c30f41466fca' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d9446770-565b-4714-998f-c30f41466fca' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-94143c17-fba3-4efa-a236-1c0189cdc060' class='xr-var-data-in' type='checkbox'><label for='data-94143c17-fba3-4efa-a236-1c0189cdc060' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0.57525382, 0.73570573, 2.07731818, ..., 1.10989227,\n",
+ " 79.73145801, 0.64938941])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-06300cbf-4dd4-4c91-b053-0c4871e00b4d' class='xr-section-summary-in' type='checkbox' checked><label for='section-06300cbf-4dd4-4c91-b053-0c4871e00b4d' class='xr-section-summary' >Attributes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>n_It :</span></dt><dd>618</dd><dt><span>n_I0 :</span></dt><dd>661</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (newt_x: 1500)\n",
+ "Coordinates:\n",
+ " * newt_x (newt_x) float64 515.9 515.9 515.9 ... 553.7 553.8\n",
+ "Data variables:\n",
+ " It (newt_x) float64 3.919 -2.476 ... 0.01703 -2.786\n",
+ " It_std (newt_x) float64 46.04 43.49 44.08 ... 33.76 35.61\n",
+ " It_stderr (newt_x) float64 1.852 1.75 1.773 ... 1.358 1.433\n",
+ " I0 (newt_x) float64 8.241 -13.35 -7.251 ... 1.327 -4.828\n",
+ " I0_std (newt_x) float64 46.04 43.49 44.08 ... 33.76 35.61\n",
+ " I0_stderr (newt_x) float64 1.852 1.75 1.773 ... 1.358 1.433\n",
+ " absorptionCoef (newt_x) float64 0.7433 1.685 nan ... 4.356 0.5499\n",
+ " absorptionCoef_std (newt_x) float64 14.46 18.34 51.7 ... 1.982e+03 16.35\n",
+ " absorptionCoef_stderr (newt_x) float64 0.5753 0.7357 2.077 ... 79.73 0.6494\n",
+ "Attributes:\n",
+ " n_It: 618\n",
+ " n_I0: 661"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgAAAAIACAYAAAD0eNT6AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzs3Xd8XNWZ//HPMzPqki3JRW6y5V5xwZUam2LKQkwSEkgIMVmybDZkN/WXwO4mZEPYEDYJKZtGAgE2JIYECA4QwAErYKptcK9ylyxbttVl9Tm/P+bKDEbyjGxJI81836/XvDT33DP3Po/aPHPuufeacw4RERFJLL5YByAiIiI9TwWAiIhIAlIBICIikoBUAIiIiCQgFQAiIiIJSAWAiIhIAlIBICIikoBUAIjEATPba2aXhC1/wsz2mVmdmf3ZzHJjGV8bMyswM2dmgVjHIpLoVACIxBkzmwr8CrgRyAOOAz+PaVCdoOJApGeoABCJPzcAf3HOveycqwW+AXzYzLJO7mgh95pZmZlVmdkGM5vmrXvQzH5pZivMrMbM/m5mo8JeO8lbV25m283sY2Hr0szsB94oRJWZrTKzNOBlr0ulmdWa2TlmdpOZverFUQ58y8zGmtlLZnbMzI6a2SNmlt2d3zSRRKMCQCT+TAXWty0453YBTcCEdvouBi701mUD1wHHwtbfANwJDATWAY8AmFkGsAL4PTAY+Djwc2/0AeD7wGzgXCAX+BoQ9PYFkO2cy3TOve4tzwd2e9u6CzDgu8AwYDKQD3yrs98IEemYhtpE4k8mUHVSWxXwvhEAoNlrnwS85ZzbetL6Z5xzLwOY2X8AVWaWT+iNfa9z7rdev7fN7HHgWjPbCvwjsMA5V+Ktf83bRkcxH3TO/dR73gIUeQ+AI2b2Q+COU+QsIp2kEQCR+FML9DuprR9Qc3JH59xLwP8CPwMOm9l9Zhb+2gNhfWuBckKfykcB882ssu1BaLRgCKHRglRgVydiPhC+YGaDzWyZmZWYWTXwO2+7ItJFVACIxJ/NwIy2BTMbA6QAO9rr7Jz7iXNuNqFDBxOA/xe2Oj9sO5mEhvMPEnrD/rtzLjvskemc+xfgKNAAjG1vdx3EfHL7d7226c65fsAnCR0WEJEuogJAJP48AlxtZhd4x+q/DTzhnHvfCICZzTWz+WaWBNQReuNuDetypZmdb2bJhOYCvOmcOwA8DUwwsxvNLMl7zDWzyc65IPAA8EMzG2Zmfm+yXwpwhNBcgDERcsgiNJJRaWbDeW9RIiJdQAWASJxxzm0GPkuoECgj9Gb6uQ669wN+DVQA+whNAPx+2PrfEzr2Xk5oUt8N3j5qCE0gvJ7QiMAh4HuERhoAvgpsBFZ7r/0e4HPOHSc0ye9V79DBgg7i+i/gbEJzF54Bnoj6GyAiUTHnOhqRE5FEZmYPAsXOuf+MdSwi0vU0AiAiIpKAVACIiIgkIB0CEBERSUAaARAREUlAKgBEREQSUK++FPDAgQNdQUFB1P3r6urIyMjovoBiSLn1XfGcXzznBvGdXzznBvGdX6Tc1q5de9Q5NyjSdnp1AVBQUMCaNWui7l9YWMjChQu7L6AYUm59VzznF8+5QXznF8+5QXznFyk3M9sXzXZ0CEBERCQBqQAQERFJQCoAREREEpAKABERkQSkAkCkixyqauDmB1fzkxd3EgzqAlsi0rv16rMARPqK1qDj0w++xdbSGl7cVsb9q/bwmQtG8/lF42IdmohIu1QAiHSBR97Yx9bSGu760DR2Hq7lwdf28oMXdtDUEmR2cqyjExF5PxUAImdoVdFRvvvXbUwf0Z+Pzx2Jz2f8v8sm8qVH1/Hzwl3csSAl1iGKiLyP5gCInIGahmb+7Q/vkJUa4GefmIXPZwBkpAS459rp9EsN8PCWJnTTLRHpbVQAiJyBFzYfpryuie9/dAb5ue+9NGd2ejJfuGQ8RZVB/r79SIwiFBFpnwoAkTPw+NvF5PVL4fxxA9td//F5I8lNNb7/wnaNAohIr6ICQOQ0ldU08MbuYyyZOfzE0P/JUgJ+loxNYtPBal4tOtbDEYqIdEwFgMhpemXHUYIOrpk5/JT9zh0eIDcjmV+9vKuHIhMRiSyqAsDMss3sT2a2zcy2mtk5ZpZrZivMbKf3Ncfra2b2EzMrMrMNZnZ22HaWev13mtnS7kpKpCe8vvsYWakBJg3JOmW/JJ/xqQWjeGXnUbYcrO6h6ERETi3aEYAfA8855yYBM4CtwG3Ai8658cCL3jLAFcB473EL8AsAM8sF7gDmA/OAO9qKBpG+xjnHqp1HWTBmQIfD/+FuOq+AfqkBvrl8k+YCiEivELEAMLN+wIXA/QDOuSbnXCWwBHjI6/YQcI33fAnwsAt5A8g2s6HAZcAK51y5c64CWAFc3qXZiPSQXUfqOFTdwMIJg6Lqn52ezJcuncCavRU8vra4m6MTEYksmhGAMcAR4Ldm9o6Z/cbMMoA851wpgPd1sNd/OHAg7PXFXltH7SJ9zt93hE7ruzDKAgDgxgWjmD6iP3f8ZTPldU3dFZqISFQs0nCkmc0B3gDOc869aWY/BqqBf3XOZYf1q3DO5ZjZM8B3nXOrvPYXga8BFwEpzrnveO3fAI47535w0v5uIXTogLy8vNnLli2LOpna2loyMzOj7t+XKLfe5UdrGyipDfI/H0iP2Dc8vwM1Qb7xaj3XTUzmitFJ3R1mt+uLP7vOiOf84jk3iO/8IuW2aNGitc65ORE35Jw75QMYAuwNW74AeAbYDgz12oYC273nvwI+HtZ/u7f+48Cvwtrf06+9x+zZs11nrFy5slP9+xLl1nu0tgbdtDuec195bF1U/U/O75qfrXIXfO8lFwwGuyG6ntXXfnadFc/5xXNuzsV3fpFyA9a4CO/tzrnIhwCcc4eAA2Y20Wu6GNgCLAfaZvIvBZ7yni8HPuWdDbAAqHKhQwTPA4vNLMeb/LfYaxPpU3aU1VDT0MKCMQNO6/WfOmcU+8uP8/ouXRdARGIn2rMA/hV4xMw2ADOB/wbuBi41s53Apd4ywLPAbqAI+DXwOQDnXDlwJ7Dae3zbaxPpU9reuOePzj2t118xbSj90gI8/Pq+rgxLRKRToroboHNuHdDe8YSL2+nrgFs72M4DwAOdCVCkt3lj9zEGZ6UwIifttF6fmuTnI2eP4OHX93GkppFBWbpboIj0PF0JUKQTnHOs3VfB/NG5mEU+/78jN8wfRWvQ8ce1ByJ3FhHpBioARDphf/lxjtY2Mf80j/+3GTc4k9mjcvj9m/sJBnVhIBHpeSoARDrhzd2h4//zTvP4f7gbF4yiuKKel3foVsEi0vNUAIh0wuu7y8lOS2LcoDM/v/iKs4YwOCuFu57dSktrsAuiExGJngoAkU5Yvbec2aNyorr+fyQpAT/fvGoKO8tqeX7z4S6ITkQkeioARKJ0uLqB4op6Fow58+H/NlecNZSBmck8+NqeLtumiEg0VACIROmtPaHLVpzpBMBwfp/x2Q+MZfXeCl0YSER6lAoAkSi9vusY6cl+pgzt16Xb/eSCUQzKSuH7L2zv0u2KiJyKCgCRKK3eW87M/GwC/q79s0lN8vPZD4xl7b4KXi3SGQEi0jNUAIhEob6plV1Hapk9Kqdbtn/D/JHk9Uvhrme2td0sS0SkW6kAEInC9sM1BB1MHda/W7afmuTnq4snsqW0mqc3lHbLPkREwqkAEInCloNVAEwemtVt+/jw2SMYNziTe57bRrOuCyAi3UwFgEgUNpVUkZ7sJz8nvdv24fcZ/37FJA5U1PP7N3WnQBHpXioARKKwpbSGiUOyuuQCQKeyaNJgZo/M5t6/7aS8rqlb9yUiiU0FgEgEzjl2ltUwdVjXnv7XHjPjm1dPobahhRvvf1MTAkWk26gAEImguKKeusZWJnfx+f8dmZGfwx1XT2HzwWpe3nm0R/YpIolHBYBIBFtLqwGYNKRnCgCAj83NZ1BWCj9fWdRj+xSRxKICQCSCLQerMWDSkO47A+BkKQE/nzl/NG/uKWdDcWWP7VdEEocKAJEINpdWkZ+bTkZKoEf3+4n5I8lMCXDXM1t1WqCIdDkVACIRbCut6dbz/zuSlZrE1y+fyJt7yvm/1/f2+P5FJL6pABA5hbrGFg5U1HfbFQAjufGcAuaMyuGXf99NQ3NrTGIQkfikAkDkFLYdqgHosTMA2vPlSydQVtPIr1/eHbMYRCT+qAAQOYUtJ84A6PlDAG3OHTeQxVPy+N+VRRwoPx6zOEQkvqgAEDmFTSVV9EsNMCInLaZxfOuDU/GZ8a2/bI5pHCISP1QAiJzCppIqJg/th1n3XgI4kmHZaXz+onG8uLWMv205FNNYRCQ+qAAQ6UBTS5Adh2uYPiI2EwBP9k8XjGHcoEy+/Nh6iit0KEBEzowKAJEO7DhcQ3OrY/qI7FiHAkBywMf9N82hudXxn09u0n0CROSMqAAQ6cDmg1UATBveO0YAAEYNyOCLl4yncMcRnny7JNbhiEgfFnUBYGZ+M3vHzJ72lkeb2ZtmttPMHjWzZK89xVsu8tYXhG3jdq99u5ld1tXJiHSlTSXVpCf7GZWbHutQ3uMfzx/NjBH9+foTG9hYXBXrcESkj+rMCMAXgK1hy98D7nXOjQcqgJu99puBCufcOOBerx9mNgW4HpgKXA783Mz8Zxa+SPfZWFLJpCFZ+HyxnQB4siS/j99+eh65Gcl89ndrqTreHOuQRKQPiqoAMLMRwD8Av/GWDbgI+JPX5SHgGu/5Em8Zb/3FXv8lwDLnXKNzbg9QBMzriiREulpLa5BtpTW9avg/XG5GMr/45GwOVzfwb8veoTWo+QAi0jnRjgD8CPga0HZHkgFApXOuxVsuBoZ7z4cDBwC89VVe/xPt7bxGpFfZfbSOhpZgr5kA2J6zR+bwzaum8PcdR7jz6S2xDkdE+piItzczs6uAMufcWjNb2NbcTlcXYd2pXhO+v1uAWwDy8vIoLCyMFOIJtbW1nerflyi3nvVqSWhYvfHgDgpris5oW92Z30jg0lEBHnxtL67yIItGJnXLfjrSG392XSme84vn3CC+8+uy3Jxzp3wA3yX0aX0vcAg4DjwCHAUCXp9zgOe9588D53jPA14/A24Hbg/b7ol+HT1mz57tOmPlypWd6t+XKLee9V/LN7kJ//Gsa2kNnvG2uju/ltag++Rv3nBjb3/GrT9Q0a37Ollv/Nl1pXjOL55zcy6+84uUG7DGRXhvd85FPgTgnLvdOTfCOVdAaBLfS865G4CVwLVet6XAU97z5d4y3vqXvICWA9d7ZwmMBsYDb3WyXhHpERtKqpiQl4W/l00AbI/fZ/z047MYkJnMFx9dR1NLMPKLRCThncl1AL4OfNnMiggd47/fa78fGOC1fxm4DcA5txl4DNgCPAfc6pzT/U2l1wkGHVsPVjNteOzuANhZ2enJfPfDZ7H7SB2/KDyzQxYikhgizgEI55wrBAq957tpZxa/c64B+GgHr78LuKuzQYr0pL3H6qhramVGL54A2J6LJuVx9Yyh3Pu3nQzpn8p1c0fGOiQR6cV0JUCRk2w6GLoF8Fm95B4AnfHfHzqLuQU5/PuTm1iztzzW4YhIL6YCQOQkm0uqSPIb4wdnxTqUTstKTeI3S+cytH8qtz2+UdcHEJEOqQAQOcmG4irGDc4kOdA3/zz6pyXx71dOpuhILY+uPhD5BSKSkPrmfziRbuKcY/PBKqYN63vD/+EunzqEeQW53Pn0ZorKamIdjoj0QioARMIUV9RT3dDCzPy+NQHwZD6f8dNPzCItOcC//O5t6pt0wo2IvJcKAJEwvfEWwKcrr18qP7puJjvLarn7r1sjv0BEEooKAJEwm0qq8ZsxcUjfmwDYngsnDOIT8/J56PV9PPLmvliHIyK9SKeuAyAS7zYUVzJmUAapSfFzp+o7rzmLksoGvvnUZppagty4YBQBv2p/kUSn/wIiHuccmw5Wx8Xwfzi/z/jfT8xiwZhc/usvW/jOMzocICIqAEROOFzdSHldE9P74AWAIslKTeJ3N8/nkwtG8vDre9laWh3rkEQkxlQAiHg2lYQmAJ4VZyMAbcyMry6eSP+0JL61fHPbXTlFJEGpABDxbDpYhQFThvWdmwB1VnZ6Ml+9bCJv7innd29oUqBIIlMBIOLZUFxFwcAM0pPje27sx+eOZOHEQdz5zFZ2HamNdTgiEiMqAEQ8oSsAxu+n/zY+n3HPtdNJDfj46mPraWkNxjokEYkBFQAiwNHaRg5XN8blBMD2DM5K5TsfOot3DlRy/6o9sQ5HRGJABYAIsNm7BfC04X37EsCdcfX0oSyekscPV+xg79G6WIcjIj1MBYAI754BEM8TAE9mZtx5zTSSAz5ue2KDzgoQSTAqAEQIXQFwRE4a/dOSYh1Kj8rrl8p/XDmZN3aXs0y3DhZJKCoARAjdA6Cv3wL4dF03N59zxgzgrme2crCyPtbhiEgPUQEgCa/qeDMllfXMyE/MAsDM+N5HptMadPzHkxt1KEAkQagAkIS3oaQSiI9bAJ+ukQPS+X+XTWTl9iP8ny4QJJIQVABIwntrdzk+g1kjc2IdSkzddG4BF00cxJ1Pb2H9gcpYhyMi3UwFgCS8N/YcY9KQfmSmxPcVACPx+YwffGwmg7JSuPX3b1N1vDnWIYlIN1IBIAmtqSXIhuIq5o1O7E//bXIykvnfT5zNoaoGvvLHdZoPIBLHVABIQttYUkVjS5D5owfEOpRe4+yROdx+5WT+trWM37yiqwSKxCsVAJLQ1uwtB2BOQW6MI+ld/vG8Ai6bmsf3ntum+QAicUoFgCS0N3YfY2RuOoOyUmIdSq9iZtxz7QwGZCbztcc30KwbBonEHRUAkrCCQcfafRXMLdDx//b0T0viziXT2H6ohvte3h3rcESki0UsAMws38xWmtlWM9tsZl/w2nPNbIWZ7fS+5njtZmY/MbMiM9tgZmeHbWup13+nmS3tvrREItt+uIbqhhYWjNHx/44snjqEK88awo9f3ElRWW2swxGRLhTNCEAL8BXn3GRgAXCrmU0BbgNedM6NB170lgGuAMZ7j1uAX0CoYADuAOYD84A72ooGkVhYtfMoAOeNGxjjSHq3b31wKqkBH995ekusQxGRLhSxAHDOlTrn3vae1wBbgeHAEuAhr9tDwDXe8yXAwy7kDSDbzIYClwErnHPlzrkKYAVweZdmI9IJL+88QsGAdIZlp8U6lF5tcFYqn79oHIU7jvDcptJYhyMiXcQ6c56vmRUALwPTgP3OueywdRXOuRwzexq42zm3ymt/Efg6sBBIdc59x2v/BlDvnPv+Sfu4hdDIAXl5ebOXLVsWdXy1tbVkZmZG3b8vUW5dqznouPVvx7lgRIAbp3TvBMB4+Nm1BB13vtFAeX2QO89LIzs19NkhHnI7lXjOL55zg/jOL1JuixYtWuucmxNpO1Ff+szMMoHHgS8656rNrMOu7bS5U7S/t8G5+4D7AObMmeMWLlwYbYgUFhbSmf59iXLrWq/vOkZT8A2uXziThVPyunVf8fKzK5hWw1U/XcWfijN4+B/n4fNZ3OTWkXjOL55zg/jOr6tyi+osADNLIvTm/4hz7gmv+bA3tI/3tcxrLwbyw14+Ajh4inaRHvfKziP4zVgwRuf/R2vc4Cy+cdUUVhUd5YFXdYEgkb4umrMADLgf2Oqc+2HYquVA20z+pcBTYe2f8s4GWABUOedKgeeBxWaW403+W+y1ifS4l3ce4awR/clKTYp1KH3KJ+aNZPGU0AWCNpVUxTocETkD0YwAnAfcCFxkZuu8x5XA3cClZrYTuNRbBngW2A0UAb8GPgfgnCsH7gRWe49ve20iParqeDNbDlZz4XjN/u8sM+N7H5lObkYyX1j2Do0tuleASF8VcQ6AN5mvowP+F7fT3wG3drCtB4AHOhOgSFd7ffcxgg4umDAo1qH0STkZyfzwYzP55P1v8odtAS67JNYRicjp0JUAJeG8svMI6cl+ZuZnR+4s7Tpv3EBuuXAMhcUtOjVQpI9SASAJJRh0rNxexrzRuST59et/Jr5y6URG9/Px9cc3crCyPtbhiEgn6T+gJJQ395RzsLKBa2YOj3UofV5ywMc/z0ihpTXIFx9dR2tQ8wFE+hIVAJJQlq3eT2ZKgMunDYl1KHFhSIaPby+Zxlt7yvnl33fFOhwR6QQVAJIwahqaeW7TIa6aMZTUJH+sw4kbHz57OFfPGMa9K3aw/kBlrMMRkSipAJCE8fSGUhpbglw/d2SsQ4krZsZ3rpnGoKwUvvLYehqaW2MdkohEQQWAJIw/vLWfsYMymDGif6xDiTv905K459rpFB2p5e6/bot1OCISBRUAkhB2Hq5hQ3EV183N5xT3sZAzcMH4QXz6vAIefG0vz2zQqYEivZ0KAEkID722l2S/j4+cPSLWocS126+YzNkjs/n64xso0amBIr2aCgCJe1XHm/nT28VcNWMoAzK799a/iS454OPH18/COcdXH1tPUKcGivRaKgAk7j26Zj8NzUE+c/6YWIeSEPJz0/nm1VN4ffcx7l+luwaK9FYqACSutbQG+e2re5kzKocpw/rFOpyE8bE5+Syeksc9z29jY7HuGijSG6kAkLj2/ObDlFY18E8X6tN/T2q7a+CAjBT+9Q9vU9fYEuuQROQkKgAkbjW2tHL3X7cyZmAGl0zOi3U4CScnI5l7r5vJvvLjfGv55liHIyInUQEgcevBV/dyoKKeOz44Fb9Pp/7FwjljB/D5ReP449piHl29P9bhiEgYFQASl47UNPKTF3fygQkD+cCEQbEOJ6F98ZIJnD9uIP/5502s3F4W63BExKMCQOLSPc9to7ElyB1XT411KAnP7zN+dsPZjB+cxS0Pr2H13vJYhyQiqACQOPTarqP8aW0xnzpnFGMGZcY6HCF0qeA//NMChmWn8W9/eEf3CxDpBVQASFwpqaznc4+8zeiBGXx58cRYhyNh+qcncc9HplNa1cC//eEddhyuiXVIIglNBYDEjYbmVv754TU0twb59dI5ZKYEYh2SnGT+mAF8bM4IXthymA///DVe33Us1iGJJCwVABIXWoOO257YyKaD1fzoulmM1dB/r3XPtTN47baLGNo/laW/fYvnNx+KdUgiCUkfkRJMMOjYdqiGtfsrqGlo5lhtE6VV9RhGRoqf9OQAZ4/K4ZwxAxiU1Teum9/UEuRLj67jmY2lfPmSCVw6Ref893bDstN47J/P4dMPruZffreW71xzFh+fpzs1ivQkFQAJ4FhtIy9tK2P5+oNsKK6iqr75xLrUJB9D+qViZtQ1tlDT2MKDr+0FIK9fCjPzs7ls6hAWTx3SK4fUy+ua+Nc/vM2rRce47fJJfHbh2FiHJFHKyUjmkc/M57O/W8u/P7mRVUVHuPsj0+mXmhTr0EQSQu/7jy5d4nhTCyu2HOah1/byzoFKnIORuelcedYQ5hbkMm90LgMzU0gJ+N7zqaulNciW0mpWFR1lx6EaXt99jOc3HyY5sJHzxw1kycxhXHnWUJL8sT969MrOI3z5sfVU1DVxz0em87G5+bEOSTopIyXAb2+ay32v7OYHL+xg3YGX+f5HZ3Du2IGxDk0k7qkAiCNHahp5ZsNBVmw9zNv7KqlvbmVkbjpfvHgCF00azNRh/fBFuCJewO9j+ohspo/IBsA5x9p9FTy78RB/3VTKS9vKuP2JjVw0aTAfm5PPOWMH9HgxcKSmkZ+tLOLB1/YyZmAGD356LlOH9e/RGKTrBPw+PrdwHOeMGcCXHl3HJ379JlfPGMbXLptIfm56rMMTiVsqAPow5xzFFfW8WnSU5esP8sbuYwQdjMhJ47q5+VwxLfRpP9Kb/qmYGXMKcplTkMs3rppM4fYjvLDlEE9vKOXpDaUMzEzm2tkj+Pi8kYwakNGF2b1fUVkNv35lD0+8XUxLq+OTC0byH1dOIS3Z3637lZ4xa2QOz37hAn75993c9/IunttUyqfPG82tC8fRP12HBUS6mgqAPqbyeBPbDtWwek85T60/SFFZLQCjBqRz66JxXDV9GBPyMrtlMpWZsWjSYBZNGsx//sMUXi06ymNrDvDrV/bwy7/vZnBWCuePG8gHJg7i7JE5DO2fSuAMRwf2HK3j2Y2lPLfpEBtLqkgJ+PjYnHw+c8EYRg/s3oJDel56coAvXzqBT8wbyQ9e2M6vX9nNY6sPcM2s4Vw2dQjzR59ZQSsi7+rxAsDMLgd+DPiB3zjn7u7pGPqChuZWispq2X6ohu2Ha3htSwNfe/VvlNU0nugztyCHb109hXmjBzB5aFaPzqDOSAmw2JsceKiqgeXrS9hcUs2KrYd54p0SANKS/MwaGTqckJUaYOygDPqlJeEc5GYkkxzwUVXfzIYjLVS+U0JVfTOVx5upqm9m15FatpRWc8TLd/qI/tx2xSQ+OnsEAzL7xtkJcvqG9E/lfz46g0+fN5qfvrST37+1nwdf28uoAelcNGkw548byMz8bP0uiJyBHi0AzMwP/Ay4FCgGVpvZcufclp6MozcIBh2Haxo4UF5PWU0DR2sa2X20jr1H6yiprGfvseO0Bh0ASX5jaLpx3riBTBqSxcQhWUwZ1o/BWakxziJkSP9UbrkwNPu+uTXI9kM1rC+uZMehGlbvreC+l3fhpdKxtetOPM1I8TOsfxoXjh/I1GH9uXzaEIZlp3VjBtJbTRnWj198cjZV9c2s3FbGn9YW8/s39/PbV/cCoTNVzhkzgElD+5Hs9zHJ+9tITfKTmqRDQyKn0tMjAPOAIufcbgAzWwYsAXqsACiraejSN86G5laaW4PUe9c2r21o4VhdEy2tjrKaBkqrGmhpDVJxvJmSynqO1TZypKaRksp6mlvf+66YmRJgZG46BQMzuPKsoUwcksWkIVkUDMhg1Ssvs3DhzC6Lu7sk+X1MG96facPfnZQXDDrqmlrYd+w41fXN+HxGRV0TjS1B+qclsWvbRhadN5/stCT6pSX1ijMMpHfpn5bENbOGc82s4RxvamFjcRXriytZd6CS13cf48/rDr7vNSkBH7kZyQzKSiEjOUBasp8kvzE8O52MlFCBkOz3kRzwkRIIfQ09959oK6psZWDtONEgAAAgAElEQVRJFalJPpL9frIzkkgN+E9cxjjgNwI+w2dGwOcj4Dey00N9zDgxKueco7nVkRzwEQw6mlqDAPjM8PsMX1jfznDO6doJvVQw6Hr94aqeLgCGAwfClouB+T2184df38s3n9rM/NG5JAdCbzKtQUdJZT2pSX5qG1pOfOpu43jvcjAIFcebyEoNcLyplcaWYFT7TkvyMyw7lQGZKUwd1p/Lpg4hPzedkbnp5PVLJTcjmYGZyXH5x+zzGVmpSe8pCsLZIb+u3CdRS08OMH/MAOaPGXCirfJ4E00tQbYeqmFraTWtQUd1fTNlNY0cq2uitqGZmoZm6ptbeWXnUeqbW3GRRqXavLHqxNOAz8hMCVAZdi2NjgR8xoIxA5g3Opcn3ylh77E6Aj57X+EPkJHsJyMlgHPQ1BqkNehI8ocKC4CgCxUPSX4fTd7/HJ/POFrTyIDMZAI+r4Dx+zhS24hzjoDPd+L/l8+MppYgKQEfqcl+jje20tTcROYbLzEwKxkXDO23qSVIU2sQ50IjcQDOgSNUbDiAsGUIFS4+e7eYqTjeRDAYen1NQwvBsH4GocIIwyyUQ5LfSPL5aAk6WoLBEznj9YV3+4eev1sshf+3rGtqITXJT2vQ4TOjvr6elDdfOvF9OZnP3i282r46HMcbQx/mAn7Db0bA78PvM1qDjn3H6shMDRDw+Tje2IL5Qn2S/KGfa2V904l9VdU3k5uRTGqSn4q6Jnw+IzXgJ+gcZpCW7CcjOcDnLwrN3YoFc1H/FXTBzsw+ClzmnPuMt3wjMM85969hfW4BbgHIy8ubvWzZsqi3X1tbS2Zmx28kx+qD/PjtRgJhvws+g+wUozkIaQFI8r3/l+9kmUlGfYsjxW9kJoVud+r9rZDih/4poV+KtAAMzfDh94H/NCv8aHPry+I5N4jv/Ppqbs45Wh00B71Hq6MlCC1BaA66E+01dfUEUlJP9CmpDVLe4Jg1OECKH1odBF3oq3OhbdQ0hbZ9vNnxzpFWyo47hmUYs/MCtDpI9kOS9z8o6L2+ttnR2Bq6NrvfF/q/1BqEto8XPkLxtDoI+EJvyq0O+iUb1U0OIxR3Uyv0SzECFlpveG/WhPbZ1Brql+I3mpubcf4AVY0u9Ebn48TDMBpa3HvedKHtzfvdNrN3c3CEvn/pSaH/ow0tjrSA4ffxbtHAe58HXehDWNv3McXvjZgQ9uHL6//en9/723wG9S2QHgita21pISkpiabW0PbD83CEFzbvfgVou95Z2/c/lJ8j6GBwuo+m1tDz1IDhvLhbgg6fL/Te0LavJIPaZgjiSA+Eioym1tD3LFToOWqb4aKRAWYN7txn8Uh/d4sWLVrrnJsTcUPOuR57AOcAz4ct3w7c3lH/2bNnu85YuXJlp/r3Jcqt74rn/OI5N+fOPL9gMOhqGpq7Jpgupp9d3xUpN2CNi+I9uacPtq4GxpvZaDNLBq4HlvdwDCIiPcLMeuUltEWgh+cAOOdazOzzwPOETgN8wDm3uSdjEBERkRhcB8A59yzwbE/vV0RERN6l861EREQSkAoAERGRBNSjpwF2lpkdAfZ14iUDgaPdFE6sKbe+K57zi+fcIL7zi+fcIL7zi5TbKOfcoEgb6dUFQGeZ2RoXzbmPfZBy67viOb94zg3iO794zg3iO7+uyk2HAERERBKQCgAREZEEFG8FwH2xDqAbKbe+K57zi+fcIL7zi+fcIL7z65Lc4moOgIiIiEQn3kYAREREJAoqAERERBKQCgAREZEEpAJAREQkAakAEBERSUAqAERERBKQCgAREZEEpAJAREQkAakAEIkTZrbXzC7xnt9kZqtiHVO48PhEJPZUAIhIr2BmgVjHIJJIVACIxBkzmwz8EjjHzGrNrLKDfjeZ2W4zqzGzPWZ2Q1j7q2b2UzOrMrNtZnZx2Ov6m9n9ZlZqZiVm9h0z84et/ycz2+ptd4uZnW1m/weMBP7ixfQ1MyswM2dmN5vZfuAl7/V/NLND3r5fNrOp3fjtEklYKgBE4oxzbivwWeB151ymcy775D5mlgH8BLjCOZcFnAusC+syH9gNDATuAJ4ws1xv3UNACzAOmAUsBj7jbfejwLeATwH9gA8Cx5xzNwL7gau9mO4J29cHgMnAZd7yX4HxwGDgbeCR0/5miEiHVACIJK4gMM3M0pxzpc65zWHryoAfOeeanXOPAtuBfzCzPOAK4IvOuTrnXBlwL3C997rPAPc451a7kCLn3L4IcXzL21Y9gHPuAedcjXOukVAxMcPM+ndZ1iICqAAQSUjOuTrgOkIjBaVm9oyZTQrrUuLee6vQfcAwYBSQ5L2m0ju88CtCn9YB8oFdnQznQNsTM/Ob2d1mtsvMqoG93qqBndymiESgAkAkPkW8z7dz7nnn3KXAUGAb8Ouw1cPNzMKWRwIHCb1ZNwIDnXPZ3qOfc67tOP0BYGwnYwpv/wSwBLgE6A8UeO2GiHQpFQAi8ekwMMLMkttbaWZ5ZvZBby5AI1ALtIZ1GQz8m5klecf1JwPPOudKgReAH5hZPzPzmdlYM/uA97rfAF81s9kWMs7MRoXFNCZC3FlePMeAdOC/O525iERFBYBIfHoJ2AwcMrOj7az3AV8h9Km+nNBEvM+FrX+T0ES8o8BdwLXOuWPeuk8BycAWoAL4E6FRBJxzf/T6/x6oAf4MtE0e/C7wn96hg692EPfDhA43lHjbf6NTWYtI1Oy9h/lEJNGZ2U3AZ5xz58c6FhHpPhoBEBERSUAqAERERBKQDgGIiIgkII0AiIiIJKBeffONgQMHuoKCgqj719XVkZGR0X0BxZBy67viOb94zg3iO794zg3iO79Iua1du/aoc25QpO306gKgoKCANWvWRN2/sLCQhQsXdl9AMaTc+q54zi+ec4P4zi+ec4P4zi9SbmYW6fLbgA4BiIiIJCQVACIiIgkoqgLAzPaa2UYzW2dma7y2XDNbYWY7va85XruZ2U/MrMjMNpjZ2WHbWer132lmS7snJREREYmkMyMAi5xzM51zc7zl24AXnXPjgRe9ZQjdKnS897gF+AWECgZC9xWfD8wD7mgrGkRERKRnnckhgCXAQ97zh4Brwtof9u4F/gaQbWZDgcuAFc65cudcBbACuPwM9i/SqzS2tFJ1vDnWYYiIRCWqCwGZ2R5CN/1wwK+cc/eZWaVzLjusT4VzLsfMngbuds6t8tpfBL4OLARSnXPf8dq/AdQ7575/0r5uITRyQF5e3uxly5ZFnUxtbS2ZmZlR9+9LlFvv1RJ0BIOOJ4qa2Vsd5EPjkpiY++4JNn09v1OJ59wgvvOL59wgvvOLlNuiRYvWho3Wdyja0wDPc84dNLPBwAoz23aKvu3dt9udov29Dc7dB9wHMGfOHNeZ0zgS+bSPvqwv53ag/Di3P7GRXUdqKa1qAeAn61p4/HPzmDSkH9C384sknnOD+M4vnnOD+M6vq3KL6hCAc+6g97UMeJLQMfzD3tA+3tcyr3sxkB/28hGEbjnaUbtIn3X7ExtZVXSUgN/HTeeO4snPnYuZccvDa9l9pDbW4YmIdChiAWBmGWaW1fYcWAxsApYDbTP5lwJPec+XA5/yzgZYAFQ550qB54HFZpbjTf5b7LWJ9ElbDlazqugoS88dxe8/M5/brpjMrJE53P3hszhYWc+N979FQ3NrrMMUEWlXNIcA8oAnzayt/++dc8+Z2WrgMTO7GdgPfNTr/yxwJVAEHAc+DeCcKzezO4HVXr9vO+fKuywTkR72/OZDAHxu4Vjy+qWdaL9qxjBago4vPrqO+17ezXR/rCIUEelYxALAObcbmNFO+zHg4nbaHXBrB9t6AHig82GK9D6vFh1lQl7me97821wzazh/eGs/D7++l++d26uvuC0iCUpXAhQ5DfVNrawvruTcsQM77HPTeQUcrW1iw1EdBhCR3kcFgMhpWL23nOZWx8IJHd9w65LJeQzISGblfl0bQER6HxUAIqfh7zuOEPAZ88bkdtgnye/j2tkj2Hg0yFt7jvVgdCIikakAEDkNrxYd5azh/UlPPvXx/c9fNI7sFOMrj63XGQEi0quoABDppMrjTWw/VMN54wZE7JuVmsSnpiZzoKKe5et12QsR6T1UAIh00qtFR3HAwomDo+o/c5CfUbnpPPz63u4MS0SkU1QAiHTS33ccIS3Jz4z87MidATPjhgUj2VRSzeaDVd0cnYhIdFQAiHTSW3vKOXtUNkn+6P98PjYnn+SAj4de29t9gYmIdIIKAJFOKK9rYu+x4ywYHfn4f7js9GSumDaEv6wvpbaxpZuiExGJngoAkU5oO53vnLGdKwAAlp5bQH1zK0++XdLVYYmIdJoKAJFOeGN3Ocl+H2eN6N/p187Kz2bsoAwef7u4GyITEekcFQAinbB6bzlTh/UjJdD5O/yYGR+cMYx1Byo5WFnfDdGJiERPBYBIlOqbWtl2qIa5BR1f/S+SJTOHA+iaACIScyoARKK0obiS1qBj3uic095GwcAMpg7rx6OrDxC6caaISGyoABCJ0tp9FQDMGnn6BQDATecWsOdoHS9tK+uKsERETkvUBYCZ+c3sHTN72lsebWZvmtlOM3vUzJK99hRvuchbXxC2jdu99u1mdllXJyPSnd7eX8Gw7FQGZKac0XaWzBzOoMwUfvDCDo0CiEjMdGYE4AvA1rDl7wH3OufGAxXAzV77zUCFc24ccK/XDzObAlwPTAUuB35uZp2fSSUSIxtLqpgxIrqr/51KcsDHFy8Zz5bSap5ap7kAIhIbURUAZjYC+AfgN96yARcBf/K6PARc4z1f4i3jrb/Y678EWOaca3TO7QGKgHldkYRIdyuva+JwdSMzo7z8byTXzxvJ6IEZ/M/z22luDXbJNkVEOiPaEYAfAV8D2v5TDQAqnXNtlzQrBoZ7z4cDBwC89VVe/xPt7bxGpFfbcrAagGnDO3/+f3v8PuPfr5hESWU9//f63i7ZpohIZ5z6ZuaAmV0FlDnn1prZwrbmdrq6COtO9Zrw/d0C3AKQl5dHYWFhpBBPqK2t7VT/vkS5xdZf9zQDULF7I4XF7f0qd6yj/ALOMT7bx8/+to2C5n34rHPb7Q36ws/uTMRzfvGcG8R3fl2VW8QCADgP+KCZXQmkAv0IjQhkm1nA+5Q/Amg7mFkM5APFZhYA+gPlYe1twl9zgnPuPuA+gDlz5riFCxdGnUxhYSGd6d+XKLfYeqxkLXn9Krhq8aJOv/ZU+VVml/ClR9eRkn8W540beIZR9ry+8LM7E/GcXzznBvGdX1flFvEQgHPudufcCOdcAaFJfC85524AVgLXet2WAk95z5d7y3jrX3Khqc7Lgeu9swRGA+OBt844A5EesLW0hslD+nX5dq+YNoTMlAC/f2t/l29bRORUzuQ6AF8HvmxmRYSO8d/vtd8PDPDavwzcBuCc2ww8BmwBngNudc61nsH+RXpEfVMr+47Vddnx/3CpSX6unjGUFZsPU3W8ucu3LyLSkU4VAM65QufcVd7z3c65ec65cc65jzrnGr32Bm95nLd+d9jr73LOjXXOTXTO/bVrUxHpHtsP1xB0XTcB8GQ3zB9FU2uQJ9/RTYJEpOfoSoAiEWw4UAnA1GFdfwgAQoXFpCFZ/N8b+3RhIBHpMSoARCJYX1xJVmqAETlp3baPpeeMYteROv666VC37UNEJJwKAJEINh+sZsrQflg3nqZ37Zx8Ruam878vFWkUQER6hAoAkVNoagmy60gtZ43onuP/bZL8Pv7x/AK2lFbz9v7Kbt2XiAioABA5pR2Ha2hudV12CeBT+dicfDJTAvzmld2RO4uInCEVACKnsLGkCoBpw7p3BAAgPTnAtbNH8PzmQ5RW1Xf7/kQksakAEDmF9QcqyUjxMzI3vUf2d/P5owG457ntPbI/EUlcKgBETmHTwSomD+mHz9cz1+nPz03nkwtG8ed3SvjzOyU9sk8RSUwqAEQ60NIaZMfh2m67AFBHvnTJBAoGZnD7Exspr2vq0X2LSOJQASDSgV1H6mhqCfbIBMBwORnJ/PKTZ1Pf3Mof1xyI/AIRkdOgAkCkA1tLqwGY0k1XADyViUP6MWVoP5avf98NM0VEuoQKAJEObD5YTcBnjB6YEZP9f2jWMDYfrGbzwaqY7F9E4psKAJEObC2tZsygDJL8sfkzuXZ2PmlJfm595G3dKVBEupwKAJEO7Dhcw6QhPT/83yYnI5lffPJsiivq+a+nN8csDhGJTyoARNpRebyJsppGJg+NXQEAsHDiYK6bm8/ydQc5VNUQ01hEJL6oABBpx7ZDNUBsJgCe7J8vHEvQOX776p5YhyIicSRiAWBmqWb2lpmtN7PNZvZfXvtoM3vTzHaa2aNmluy1p3jLRd76grBt3e61bzezy7orKZEztc07A2DSkKwYRwIjB6RzyeQ8HnlzP7WNLbEOR0TiRDQjAI3ARc65GcBM4HIzWwB8D7jXOTceqABu9vrfDFQ458YB93r9MLMpwPXAVOBy4Odm5u/KZES6yuaD1fRPS2JwVkqsQwHgcwvHUtvYwrK39sc6FBGJExELABdS6y0meQ8HXAT8yWt/CLjGe77EW8Zbf7GFbqS+BFjmnGt0zu0BioB5XZKFSBfbdqiG8YMzCf3qxt7MkTnMGpnN/av20NwajHU4IhIHzDkXuVPok/paYBzwM+B/gDe8T/mYWT7wV+fcNDPbBFzunCv21u0C5gPf8l7zO6/9fu81fzppX7cAtwDk5eXNXrZsWdTJ1NbWkpmZGXX/vkS59ZzWoONf/nacD4wIcMOUMx8B6Kr81pW18KO3G/ns9BQWDAuc8fa6Qm/72XW1eM4vnnOD+M4vUm6LFi1a65ybE2k7Uf0Xcc61AjPNLBt4EpjcXjfva3sfmdwp2k/e133AfQBz5sxxCxcujCZEAAoLC+lM/75EufWcHYdraHrhZS6fP5WFs0ec8fa6Kr8Lg44/7yuksMzP1z9+Qa8YnehtP7uuFs/5xXNuEN/5dVVunToLwDlXCRQCC4BsM2srIEYAbdcsLQbyAbz1/YHy8PZ2XiPSa2worgRg+oievQlQJD6f8c8XjmXboRpWbiuLdTgi0sdFcxbAIO+TP2aWBlwCbAVWAtd63ZYCT3nPl3vLeOtfcqHjDMuB672zBEYD44G3uioRka6y/kAVaUl+xgzqfcOHH5k9guHZaXz3r9toDUY+fCci0pFoRgCGAivNbAOwGljhnHsa+DrwZTMrAgYA93v97wcGeO1fBm4DcM5tBh4DtgDPAbd6hxZEepVNJVVMyMvE74v9EPvJkgM+vn75RHaW1fL42uJYhyMifVjEOQDOuQ3ArHbad9POLH7nXAPw0Q62dRdwV+fDFOkZrUHHtkM1fOTs4bEOpUNXzxjGr1/Zwz3Pb+PK6UPJTOkdEwJFpG/RlQBFwuw5Wkt9cysz87NjHUqHzIxvL5nK0dom7n9FVwcUkdOjAkAkzMaS0K13zxrRewsAgFkjc7hw/EAefG0PDc06kiYinacCQCTMugOVpAR8jB2UEetQIrp10TgqjjfzxzUHYh2KiPRBKgBEwmwqrmJCXhYBf+//05g3Opepw/rx21f3Es0FvUREwvX+/3IiPSQYdGw9VMNZw2N/B8BomBmfPm80u4/W8fquY7EOR0T6GBUAIp795cc53tTK9F5+/D/cVdOHkp2WxP26VbCIdJIKABHPVu8WwFOG9Y0RAIDUJD8fn5fPym1llFTWxzocEelDVACIeDYdrMJnMCEvK9ahdMoNC0YB8LvX98U4EhHpS1QAiHg2H6xm1IAMUpP8sQ6lU0bkpHPxpDz+sHq/TgkUkaipABDxbCutYfLQvvXpv81N5xVQebyZZzaUxjoUEekjVACIAFX1zRyqbmDasN51B8BonTt2APk5afx5XUmsQxGRPkIFgAihGwABTBveNwsAM+PSKUN4c3c5x5taYh2OiPQBKgBECF0BEGD6iL5ZAAAsnDiIptYgb+0pj3UoItIHqAAQIVQAjMhJIzs9OdahnLa5Bbkk+Y1Xi47GOhQR6QNUAIgAG4urOKuPDv+3SUv2M3tUDq/sVAEgIpFFLADMLN/MVprZVjPbbGZf8NpzzWyFme30vuZ47WZmPzGzIjPbYGZnh21rqdd/p5kt7b60RKJ3tLaRQ9UNzOrFtwCO1gXjB7HtUA3HahtjHYqI9HLRjAC0AF9xzk0GFgC3mtkU4DbgRefceOBFbxngCmC897gF+AWECgbgDmA+MA+4o61oEImld/aHjv/PHNn3fx3PGzcQgNd0bwARiSBiAeCcK3XOve09rwG2AsOBJcBDXreHgGu850uAh13IG0C2mQ0FLgNWOOfKnXMVwArg8i7NRuQ0vLXnGAGf9ekJgG3OGt6fzJQAb+xWASAip9apOQBmVgDMAt4E8pxzpRAqEoDBXrfhQPgNyou9to7aRWJq9d4KJg/t1+euANgev1fIvOOd1SAi0pFAtB3NLBN4HPiic67azDrs2k6bO0X7yfu5hdChA/Ly8igsLIw2RGprazvVvy9Rbt2jOejYVHKci/MD3RZDT+eX65p4s7SZF15cSbK/w7/TLhHPv5cQ3/nFc24Q3/l1VW5RFQBmlkTozf8R59wTXvNhMxvqnCv1hvjLvPZiID/s5SOAg177wpPaC0/el3PuPuA+gDlz5riFCxee3KVDhYWFdKZ/X6LcusfafRW0vPAaH7pgOgunDe2WffR0fo2DDvH07rUMGDeD2aNyu3Vf8fx7CfGdXzznBvGdX1flFs1ZAAbcD2x1zv0wbNVyoG0m/1LgqbD2T3lnAywAqrxDBM8Di80sx5v8t9hrE4mZNXtDF83p7jfKnjTTO5thQ3FVjCMRkd4smhGA84AbgY1mts5r+3fgbuAxM7sZ2A981Fv3LHAlUAQcBz4N4JwrN7M7gdVev28753TJMompN/eUMyInjUFZKbEOpcsMzkohJz2JraXVsQ5FRHqxiAWAc24V7R+/B7i4nf4OuLWDbT0APNCZAEW6i3OOt/dVcOGEQbEOpUuZGZOH9mPLQRUAItIxXQlQElZRWS2V9c2cN25ArEPpcpOH9mNnWS2twffNsxURAVQASAJrO1d+/uj4KwDGD86ksSVISUV9rEMRkV5KBYAkrNd2HWNQZgqjBqTHOpQuNz4vE4CdZTUxjkREeisVAJKQnHO8tbecuaNzOMU1LfqscYOygNBhDhGR9qgAkIS052gdx2qbOHfMwFiH0i36pycxKDOFnSoARKQDKgAkIbUd/18wNv6O/7cZNziTnYd1CEBE2qcCQBLSa7uOkZuRzNhBGbEOpduMz8uk6EgtoTNzRUTeSwWAJBznHG/tKWduQXwe/28zfnAmdY2tHKpuiHUoItILqQCQhLP32HHKahq5YHx8Hv9vM25waCLgzsOaByAi76cCQBLOa7uOAnDu2HgvAEKnAupMABFpjwoASTirdh5lUFYKowfG7/F/gIGZyWSnJelMABFplwoASSjNrUFeLTrKuWMHxPXxfwjdE2Dc4ExdDEhE2qUCQBLKqqKjVDe0cPX0YbEOpUeMz8uk6LDOBBCR91MBIAnlqXdKyEwJcMGE+D7+32bc4Cwq65s5VtcU61BEpJdRASAJo7Gllb9tLeOSyYNJCfhjHU6P0ERAEemICgBJGIXbj1Db2MI1s4bHOpQeM35w202BVACIyHtFLADM7AEzKzOzTWFtuWa2wsx2el9zvHYzs5+YWZGZbTCzs8Nes9Trv9PMlnZPOiIde+LtYnLSkzh/XGIM/wMM7Z9KRrKfIl0SWEROEs0IwIPA5Se13Qa86JwbD7zoLQNcAYz3HrcAv4BQwQDcAcwH5gF3tBUNIj2hpqGZlduP8A/ThxLwJ87Al5kxdlDoksAiIuEi/id0zr0MlJ/UvAR4yHv+EHBNWPvDLuQNINvMhgKXASucc+XOuQpgBe8vKkS6zfObDtHUEuTDZ4+IdSg9bnxepq4GKCLvEzjN1+U550oBnHOlZjbYax8OHAjrV+y1ddT+PmZ2C6HRA/Ly8igsLIw6qNra2k7170uU25n57ep6BqUZVbvWUbi7Z8//j/XPzl/bRFlNM8+sWElGUtfmHuvculs85xfPuUF859dVuZ1uAdCR9v67uFO0v7/RufuA+wDmzJnjFi5cGPXOCwsL6Uz/vkS5nb7iiuNseW4lty4ax6JFE7ttPx2J9c+uZfBhHtuxhiETZjJ7VNceeYt1bt0tnvOL59wgvvPrqtxO92DoYW9oH+9rmddeDOSH9RsBHDxFu0i3++OaYgCum5sfoWd8Gp/XdiqgJgKKyLtOtwBYDrTN5F8KPBXW/invbIAFQJV3qOB5YLGZ5XiT/xZ7bSLdKhh0PLbmAPPH5PL/2Tvz+DjO+v5/ntlLq9uWLFu+HduxHTuX7dwJmJaQA9pwFCgQCvQIP45eQBsKLSmU0tJSINyhBAIFApSEFEjI4cRy4sTxfR+yfMm6Zd3ae2fm+f0x1zMzz+zOSvLuSnreeTnSzjzzzDO7q+f7fb7Xs2RuZamHUxIWz6lEOCiJWgACgcBGXhcAIeRRAFsANBJCOqFF8/87gF8QQv4MwAUAb9ebPwXgbgCnASQAfAAAKKVDhJB/AbBHb/c5SqkzsFAgmHKeOdaLntEUPnX32lIPpWQEJIKV86pELQCBQGAjrwJAKX2Xx6nf57SlAD7i0c/3AXy/oNEJBJNAVlT8xzOtWN5Qibs2NJd6OCVldVM19rWPlHoYAoGgjJg9CdGCWcfjB7pwbiCOv79j7azK/eexqqkGXSNJJDJyqYciEAjKhNk9KwpmLKmsgi8/ewpXNNfirisXlHo4JccoCXymP17ikQgEgnJBKACCGclPXm1H71gK/3DXWhBS3Lz/csTIBGgVJYEFAoGOUAAEM47xVBZf33YaN6yYi9sun1fq4ZQFKxqrUVMRxN7zIvZWIBBoCAVAMBk6+xAAACAASURBVOP4z2daMZLI4lN3ryv1UMqGgERww4q52HlmsNRDEQgEZYJQAAQziudP9OFHO9vx3huX4uol9aUeTllx08pGtA8l0DWSLPVQBAJBGSAUAMGMoW8shY//4hAun1+NT7/xilIPp+y4bbW2DfK2k/15WgoEgtmAUAAEMwJZUfFXjx5ASlbwrfdsQkUoUOohlR2rm6qxvKESTx3pKfVQBAJBGSAUAMG0J6uo+MhP92PXuSF89g/XY5We8iawQwjB2zcvwStnBnGiZ6zUwxEIBCVmqncDFJQx5wfieOZYL070jOFw5yj6xlJIZBQQAkiEoKYiiKbaCiyorcCGRbW48bIGbFo2B5Xh8v2apGUFH/7Jfjx/oh+funst3nnd0lIPqay594Zl+Oa203ho+xl89Y+vLfVwBAJBCSnfmV0waSil2HVuCLvODmHriT4c6RoFAMyvrcCVi2qxZU0TqiKaqVxRKUaTWfSOptA1ksSOtgF8c9sZBCWC21Y34vYrFuAN6+ejsTpSykey0T2SxF8+egD72ofxz39wBd5/y4pSD6nsqasM4b03LcND289i8/K5uPfGZaUekkAgKBFCAZiBdI8k8di+Tvzvvk5cGEqAEOCK5lp8+u51uPuqZiyqj+btI5aWsa99GK+cHsD/HezGttaL+Mz/HcWWNU34o02L8bq18xAJlsbPTinFk0d68KnHj0BWKR585zW459pFJRnLdOTjt6/ByZ5x/OMTR/HiqYt4703LsGZBDVIZFfGMjPGUjM7hBEYSWSSzCtbMr8GtqxtFXIVAMMMQCsAM4cJgAr860IVf7utAx7CW5nXjirn429tX4/Xr5qOmIlRQf9WRIF57+Ty89vJ5+ORda3GqL4bH9nfisf2d2HqiD7XRIO5cvwDvvG4prl1SD0kqTrW9Y92j+OpzbXjuRB+uXFSHr73rWqxorCrKvWcK4aCEh9+3Gd9qOYPvvXQWzx7vy3vNnMoQ3rZxMd587SKsX1grqisKBDMAoQBMUxSV4lTfOJ4+2ouW1n4c6hwFIcD1y+fi3TcswxuvbMbShsopuRchBGsW1OBTd6/D39+xBjt0q8CTR3rwi72dWFBbgT/atBj3XLMQyxurEJrijXdUleLFtot4eMc5vNQ2gIqghPvvXIO/uO2yWb/Jz0QJBiT81e+vxp/ftgKvnB5Ez2gSleEgqiIBVIaDWDQnirmVYYSDEva2D+PRXRfwyCvn8b0d5zC/NoLNy+dizfwaZC7KmNc9ippICIvmRBEokiIoEAgmj1AApgmxDMW2k/3Yf2EY+9qHcahzBPG0AokAVy6uw9/dsQZv3bgIzXX5zfuTIRiQsGVNE7asacJ4Kovnjvfh1we78a2W0/jGttOIhgK4dVUjrlsxB2sX1GL9wlrMrQoXtGJMZGQc7BjB/vZh7G0fxv72YYylZDRWh/GJN1yO9964HHWVhVk0BHwqw0G8/or5OdsYlqDBWBovnOzHCyf7cahjBE8e1tIJv3FwBwCgtiKI+bUVqIwEcEVzHVbOq8Kyhiosb6jE4jmViIaFC0EgKCeKrgAQQu4E8CCAAIDvUUr/vdhjKEcopRiIZXBuII5UVkFr7ziOdo/i/EAcHcNJDMUzAPZAIsCaBTV4y7WLcM2SObhtdSPm11aUZMw1FSG8deNivHXjYvSMJvFS2wAOd4zghZP9eO6EZVaujgSxZG4Uy+ZWYWF9FIRoZuiQRDCUyKD1fAoPnXoVQ4kMhmIZDMbTUKl27cp5VbhrQzNuWd2IO9cvQDgoVvyloqE6grdvXoK3b14CAIinZfz86e2Yt3wdRhIZnOgdx1AsjaFEFk8d6cFoMmu7vqkmgub6Cty5vhkL6yugqBRXL6nHovqoiC8QCEpAURUAQkgAwDcB3A6gE8AeQsivKaXHizmOUpDKKugZTaFvLIWBWBpdw0l0jSTRPphA31gKncNJxNL2vdrn10awcl417li/AMpID97y2k24anEdqiLlZ7hproviHZuX4B26cBhJZHC8ewzHe8bQMZRA+2ACrX3jeLHtIgAgI6tQKEVdNIQKomJRWMWSOVFcvbgeC+oqcO3SemxcMkes9MuYqkgQl9UFsOXqhdzzI4kMzg8m0D4YR8dQAucG4mjtG8cXnz7paltfGcLSOZVY2lCJpXMr0VwfRVU4gMVzKrFAtyrUR0PC5SMQTCHFliTXAzhNKT0LAISQnwG4B0BRFIBYWsazx3qxdkEt4hkZEiEISAQqpQgHJKiUIqtQyIqKrEKRVVXIxmuVIiurkFXVbCOrFBlFRVamSMkKkhntXyKrIJGW0TuWwlA8g0RGca2GAG1lvKyhEovqo7hu+VysaKzCZfOqUBEKYHVTNRqYlLuWlkHctLKhGG/TlFBfGcbNqxpx86pG7nlKKVSqbVLT0tKCLVtuLvIIBZea+sowrqkM4xrHngznBuIYiqdRHQnhcOcI+sZS6B5NoWMogcOdo3j6aC9kwwTEQAhQWxFCUCJorI5oVqQAwdyqCBqqwsgoKiRCMKcyhIBEIEkEoYCEoETM2ITKcMC0Lkl6/Ys5VWGEAxIA6rrv8V4Z8cM9SMsK5laFURcNoaEqgjMDMWRkFZGghEgwAIlosTLaT4BSIBoOYHVTDcJBCaPJLE73j0Ol2jlFpVBUCgqKOZVhKCoFIcBYUlsEUGjjCAUkhIMSZIUiHJT0cdrfE/YnABAQ+zlOe4CgO6bizMUYc53Rhjhee/etqBTBAAGlgKxSKOb8SE1rXVZRQSkQChKksioIgGCA7xKkzNtfEZKQkan5XkR1KxGFtqCiVOsnFNDel5FEFhQUEiGQCEHnuIq2vnFIEkGAEKT1z0siBPGMDEoBSdK+A8ZoggEJiqoiqtc+UVUKlVKkZRXaV4jo49TmL5Vq543PVKXa/VWqpVU3VEUgqyoiwYD2PkD73gUlCbKqoioSxIqGqqIFUTsptgKwCEAH87oTwA3FuvmPdp7Hfzzdekn6DgUIoqEAouEAKkIBVIYDqI+Gsa65FlXhABqrI2iuj6KpJoL5erGd2by6JYTAYw4QzHBWNFaZmRtrFtS4zsuKiqF4BmOpLLpGUrg4nkY8LWMonsFwIoOsomIwlkFGUZHOqrgwFMfBjmGEAhIIgJFkFrJKQXWFftIc3D/hS0MBgnnVEXSPpiY/jkvBju2lHsGl5eUXSz2CvPz9nWvw4S2rSnJvQukU/IH4vRkhbwdwB6X0z/XX7wVwPaX0L5k29wG4DwDmz5+/6Wc/+5nv/mOxGKqrvcvAyirFkQEFigpUBKFrcJo2K6uaZhYg0FYMBAhIQJBoq1TtuHY+wDt2iTW4fM82nZnJzwbM7Ocr92czVmqKvvLOqtbqlVJABTCeplD0eTBAiLX0pUAikUC0shISARJZiliWYjRN0VQpIRLQ+pVVbVVKqbZyp/qcEs8C50ZVDKdULK6RsKRGs0YQGNYH7TaxLIVEtLmoOkRsK/esqs1bAUKQVSlYfcaYunkzOHX9Yv1q/EylUqiIVHDPse+fV9+Uas9gzp0SMefQANHfa2jzKIH2XoUk7XqOgceE6PfIKtr8arwfacX6aMIB695ZFcgqFDVhYr6PKgWSqRTCkQrN6gJtTLL+HkaDxLyP8dlBH6NEgLRMAWLVyo8EiTVm/fOV9K8K+7tEtD4IgKoQwWiaIhQAMor27EQfX1bVxhPPUqysD2BRdWGurXx/d6973ev2UUo35+un2BaATgBLmNeLAXSzDSil3wXwXQDYvHkz3bJli+/ONVNy7vav991beeHn2aYrM/nZgJn9fDP52YCZ/Xwz+dmAmf18U/VsxY6o2QNgNSFkBSEkDOCPAfy6yGMQCAQCgWDWU1QLAKVUJoR8FMAz0NIAv08pPVbMMQgEAoFAIChBHQBK6VMAnir2fQUCgUAgEFiIpFqBQCAQCGYhRc0CKBRCyEUA7QVc0ghg4BINp9SIZ5u+zOTnm8nPBszs55vJzwbM7OfL92zLKKXz8nVS1gpAoRBC9vpJfZiOiGebvszk55vJzwbM7Oebyc8GzOznm6pnEy4AgUAgEAhmIUIBEAgEAoFgFjLTFIDvlnoAlxDxbNOXmfx8M/nZgJn9fDP52YCZ/XxT8mwzKgZAIBAIBAKBP2aaBUAgEAgEAoEPhAIgEAgEAsEsRCgAAoFAIBDMQoQCIBAIBALBLEQoAAKBQCAQzEKEAiAQCAQCwSxEKAACgUAgEMxChAIgEAgEAsEsRCgAAoEAAEAIqSaEnCeEvJs5VkMIuUAI+SPm2D8TQigh5HrH9WFCyH8RQjoJITFCyDlCyFeK+QwCgcA/QgEQCAQAAEppDMB9AB4khBhbif4HgL2U0l8CACGEAHgvgCEA73N08Q8ANgO4HkANgNcBOFCEoQsEggkgSgELBAIbhJBHAEQAPATgMQAbKKU9+rnXAHgGwF8AeBBAM6U0o5/7LYCtlNKvlmLcAoGgMIQFQCAQOPlbAFsA/BLAJwzhr/M+AL8B8HP99ZuYc68C+Bgh5MOEkCt1a4FAIChThAIgEAhsUEqHARwDUAngceM4IaQSwNsB/JRSmoWmILBugH8D8EUA7wGwF0AXIcTpJhAIBGWCUAAEAoENQsi9AJYD2ApNoBu8BYAM4Cn99U8A3GXEC1BKFUrpNymltwCoB/CvAL5PCFlXrLELBAL/iBgAgUBgQghpgrb6fweAk/rvb6aUvkgIeRaaa2DIaA6gCcBfU0q/5tHfAIAPUkofu9RjFwgEhSEUAIFAYEII+QWAUUrpX+iv/xzA3wF4A4CzAO4CcJi55G8A3E4p3UQI+RsABwHsApCF5gr4LoB1lNKzxXsKgUDgB6EACAQCAAAh5M0AvgXgCkrpCHP8eWgr/4OU0k2OaxYCaAdwLYBboKURrgJAAZwC8DlK6W+L8gACgaAghAIgEAgEAsEsRAQBCgQCgUAwCymqAkAIqSCE7CaEHCKEHCOEfLaY9xcIBAKBQKBRVBeAXhikilIaI4SEAOyAFkH8atEGIRAIBAKBAMFi3oxq2kZMfxnS/4kgBIFAIBAIikzRYwAIIQFCyEEA/QCeo5TuKvYYBAKBQCCY7RTVAgBo1cIAXEMIqQfwK0LIBkrpUeM8IeQ+aKlEiEajm5YsWeK7b1VVIUm5dZqRNMVImmJZrYR8hcopkLdNsfDzbNOVmfxswMx+vpn8bID7+SgFvHY4MOaLQuaNwSTFeJZibgVBbZiY/YDpy/idHQOIfp4ZD9X/Rwj/OgBQ9fPE8Wwd4yqiQYLGqP0KyvwylqEY9jl3GmQU7bqGKDGv4b2HzveMfX1hTEV1mGBuhdXC9txM4/YxFXMiBHUR4vndlFWgM6YCABZUSagI2PvxejZqtNFvZ7zPXu0HkhQpmWJxjcR9xt64ipQCzK+UEC1QEuf7uzt16tQApXSeZwMDSmnJ/gF4ANpmI9zzmzZtooWwbdu2vG2++lwrXXb/b6msqOaxsWSGxlJZSimlibRMY6kszcoK7RtN0lRWNtskM3JB45lK/DzbdGUmPxulM/v5ZvKzUep+vnMXY+acYKCq2lxyYTBOFUWlPSNJVz9jyQy3/394/DBddv9v6UPbT9NEWuv3/ECM9o1qffSOJmnncIJSSs37Hu8epV36sSOdIzSZkelIPEO7RxL0RM8oHUtmaMdQnPaPpcx5LZ1V6FgyQw93jNCekSQdT2Xps1tfoKmsTIfjaXrDv26lH/nJPrMtpZQOxdK0azhB+0aTtK1vjH5Fnzvj6azr+QfGU3QoljKPjepz6q1ffJ4uu/+3dO+5QTownqJZWaFtfeNUVVXbe9I9kjCvS2Zken4gRodiaRpPZ+kVn/kd/cwTR2g8naWprExHkxna1jdOB8ZT5mfSM5Kk/WNJuuz+39JvvNBm++wGY2k6GEvTrKw916GOYbrs/t/SZff/lu44dZEm0tp7cKZ/nPaNJamsqDSRlul4KkvHGbnQO5qkhztG6OGOEXqmf5xSSmnHUNz2zCNx65n++tED9KZ/20oppTQjK7RvLEmTGZle1Mf9ru/u1MbQdpH73chFvr87aFt455XBxc4CmKev/EEIiQJ4PbRyo0VD1TU4qVyW9gKBYNrAC1hKZdWc5wu+B7X6YWO0C4nX5rXNdTm7Iqd6S3MMjjaFjMNY96uTeGP4VhfvDnkWGkop9wqq/8e/L7W18wPbjoKCwPbG6v366qooFNsF0Azgh4SQALT4g1/QIlcJU/V3389OpWX0OQkEgjIlLSuIhgNTNrGzpma/gqfge3AGm2/8hjDzOyIKdqGV+6pc987nUqEwBHnuOZ1SIJaW8dnfHM/ZDmZ/hbuAnc/hpYyUC8XOAjgMrWRoycjlwxMIBIJCUSa7vMXkV8iTxRVjwHltWQD839BYaKmmQjMBqNWPn1sTjtg2Lvv5ng7sax92HecdoBPQANj+nGNVqd2649WumMzc6B0PVEohCQ1AIBBMAJ7wU6hhMveeydkzqk3ac4QVtczSkxEOhVsPcrefyKxpTLXqJB4k/9peQ1a872HcPxoK2PumlO8u0cwKk8Ye2Dj5z3SqmXUKAKXlE9kvEAimP3Y/PbX9tLez+9Y9+/P43eDnezpw87+/AFlROWf9jdN5jOcSpR6KjW8XALvYmkT8gt+VuGGJ4a7v9D6jYf8ibyLuF+fnzr6vKs0dc1AKZp0CoFIqXAACgWBC8KZuQ/AYc79KKdekz57P3SNfqTB4dPcFAECmQAWAR99YCpv+ZSu6RpJW3IGnC4Bvhs+1ojWmWnUSQk+LJcjv389lATDOOC0AuVwvE1mp210A9g4My89k3D1TzaxTAGxaad62l3gwAoFg2uM0b1PeMWodY88Zv7FugVzCnz3P83Xb2vicv5RCJ7oCmk8kc8B1O5rbBWC8R8ZzcA0A+v0rHAoA4G1xmciQbZ8d3LEV2r/yESyzTgEwCmEIBAJBoXiZ0VnzPqWU6/OmTHsDvhC3G4lVj4X+VMxj9vQ/3t2t45Y1358AY1fuk1MA/D2rSr0tIsbnEQ76E3k8Jc7fdY5rmHGreiqiM6iylMw6BYDCXwqgQCAQuHELBZUR/oD3Ss84ZrcA8Ff4VizB5ALo8sGNmDdcAa629vO++p9AECAF5aykfczZOQSrqcR4BF1yuyvUMJLHNXIpP8eJMusUAC0LIH+78vuoBAJBOcKb170me0M5KAS3i4HfwXgqi//Z2Q5F9Qg141xmswB4jMsQkBNZODlrB0xIBvqwALDd5hLy+TI12PFNSGDncAGo1DvroFTMSgXAjzZJKccUVkYfnEAgKD5ewp4NoGP/WRfCFMqGm8DZB9PUIYgcY/AYy9eeP42f7LqAF072+36eHAHznhQyDUpmDEABFgDX8/p3OeTtM8cq3TlGxSMuoxDsSlN+JaTYzDoFgFJ/ZYDL0VwjEAjKD1ZAd48k8fzJvhwWAGd8gLcJ3vjd1Zdpoqc41TeO9sE4ACAtq7afrn45gocVUFaeuuV+YH9aLgB+jAAPywWQo5GO6tFIiwHwb33I1ZR3B+OY6lAGnAWe8ooEl3LBjwMppyyAou8GWGpUn18mIf8FAoETrgBhJot3PLQT/eNpvHXjYk9hY1gHeAF47vb8gELo/XzsF4cAAIc+8wYEGH87z9XAEzyFGPUnkNJvuQD8KABez4ncizaPxb29jUOZcR43ftfiD2jO8eTCK27Cdg+fLp1iMAsVAO86ABPZ/EEgEMxc/MwChlkfAPrH0wC07Vpd7ajeztYpb5WYe+XpNSar7C6/Bfe420Kd3wXgY6VrjSl/G2t8vHvp8Qd5r86NtcGRt/B1vj8qR1j7uQdLucebzzoXAKh3UYlcfjeBQCDwG/Anq/wFBQU/QM+1EuWsWK1jRl92LH+7/7H7kU/JjIJvbjttuhYKWRxJeZQSc2xMG7allTKX25JgbG/r2b+HBYA95rScaO6anMP27MtzrNT9uZXS2jzrLABKLgsA8zsb2CMQCAReGGZdVgApHsn7zjnF9Ks7+2OO5IvON/vSJzYtC8AtqH+6qx3tgwn8/Z1rmdx+NgbAfj/j+p/v7cCvDnSjqSbCHwd/eHr/+duY/fCEs4/r3Pf03gwo13FKgV8d6IKqUrzvluUA+JYcv7i2Ay5DZp0FIFdVKZvGLoS/YBZwqncM9/1oL/7ih3sKri0/K3CZ3zkme+q2GCpqDqFDOavdHP5vn0NDQMq9Sv7K1jY8fqDLdow7F7qeRdV/+vQRsP0XUAiIWzzJTEHMfa3pXvE8z7eawDHn7zwziCeP9OTtz3sM9v6c4+Z+fwq8z1QyCxUAbxeA7Y9YKACCGc6+9mG86esv49njfXjuRD/e8q1XMJrIlnpYZY2XIIunZXxj22nzteKoSuc0QTvr1tunHjat0O0w8BoDsQUB+pvA/AQiOtsWYsKWmDHlw1SKHCmRgI+yx0zjXKmN3PeF2u9NCIoy/1sBkqUTNrNOAdCCAD1iAFjtTWgAghnOt1pOoyoSwJ5Pvx6fu2c9TvaO4W3feQXJjFLqoZUNfmeBH+08j8f3W6trVfUyaWszS1blKwjG7xMxmUvw529nR8M3l/MVDq+I/lxzZSGlgHNtoFRIMB23EqCH8YJXY6GQzAXntbleG32Wk3V5FioA3l8mv9G2AsF0p2skiW0n+/HH1y3FvJoI/uSm5Xjo3k043R/DQ9vPlHp4ZYuXUE9l7UqTM4fcuNa4XtEtAF4r21zuSOr6RcOZc+9H0Ng3q8k9ARa6F4C9q9zX0Dxaz+Srt+Z2X7AWGkKM8botEXnHQK16BnwXgOfISsKsUwAo/JUCFghmMk8c6IJKgXffsNQ89nvr5uOO9fPxnRfPoGc06XltPC0XY4hlgyEYRxIZfPB/9uJ0f8zVxhk+oXJM9+ZxSiE7FIS2/hieP9Fn3dPxkzsux1m/EfcsuVbLVpt8Efje/fu1ALD+c1b0Gs9ilRTO/2y5dgPk++Dtll/iY7y5YN//nK6LMlhizj4FQPWXBsg9bwvwKP2HJxBMlCeP9GDj0nosmVtpO/6Pb7wCqgp88elW7nVHOkew/oFnsPyTT2L5J5/Etw6mcLp/vBhDLhFWRbgXTvajYziJh7afNc8agZNOge7cYtcUaLqi4BTSvzvSg0/96ojV3sPSkAuJCQK0r1/tsBlOrIDyo3R4jc1zTAVsB5wrRS9fML2RieF53uMe7Mtj3aPoGU15Kjz9Y6mcgbJavAZjgeEGjPJjEErFrFMAchYCymum4v8uEEwnxlJZnOwZw22r57nOLZlbiQ/cshxPHOjCwY4R27ljXaN4x0Ov2o7t7lVw+5dfxKGO4Us65lJBYQlzQ8gHmFlTVjVhKjt8+irH12tU9dOEhFtBsAue/BOMKwZAn9d47geWjGylKPgrm0ttbQua+nwGAXp5AKjj3h5X22/Ji2vIcfvd54bwT08cxScfP4L2wQR4MYAZWcUffvNlPPhCW66B2MYMT3dz4VaNS8WsUwBuXNmAN165kHvO9QfrocU7fxcIphP7zg9DpcANK+Zyz//l76/G3Kow/umJo6YwOdY9inf996ugoPjB+6/Dbz56C3714ZvxjstDoADu+eYr2PDAMzjkUBqmAzmtedQSqIZvl7UgGkqBU+h6rRQNQcgT0gHGN+lnseE87HQBeD1XOqtagpXTYT7rZiHWT+dugJ59wspc4D17vnx6vsPFft7Zt/aa4txAHE8d7bXGTKzVvIGh4LW0Xsw5Duc9XKWA815dXGZdIaC3bVzsMtcZ5Dd9ldvHJxAUzu7zQwgGCK5dOod7vjoSxD++cR0+9otD+NrzbbhmST3u+5+9CEoEj33oZqxfWGe2Hb0sDKW6CY/t70IsLePd33sVez79elSGp8/UklUowkFvAZPKqqgMW5aAoGlqp6agdwl0jqAx6gVoAsZ9HzY2aSIzjV9ze0ZRmej6/EVzTCu8R/9+0gDzKxW5n/lSZQHwr7d3kC9A0dmWV9HQOY58x4rFrLMATObNtlkAhDIgmKa09o5j5bxqRMMBzzZvuXYRblnVgAefb8MHHtmDmooQnv3b19qEv8GX3n41jv7zG/DAH1yBeFrBR396YFIV1IpNVnGm5Nn/to2gR0PIB3QfgGb6t7sHzD49KwEaioB7/rBV5ctjjeQdy7cXgO1a7jH+dZOpZmdZJfKPxznstKyY7721E6HH9RQ5hbQV5U9dx52XGS4AtmkhJYHZe5X7xnOzTgGYDDbTVOmGIRBMirMXY1g5rypnG0IIvvLOa/Ch116Ge29Yiv9+7yZXwCDbtroihA/csgL3XLMQL5zsx1WffQ67zw1eiuFPOU4FwCnMM0agn566Z+y6R5ljTguAovJLiRtWBJ4LQCKWgPISxrY96jnXA967AbLkqrDHpsT5wRjr4/u78Ni+TvtJn1YJnoLzne1nseVL2wF4B27/5zMn8U49LsW0VOQYo9u64f6cDAsN6zbw66d3KXecSoDltHYUCkAhlNEHJxBMhKyionM4iRWNuRUAAGiqqcD9d63D599yJTYt58cLOPnEG9YgGgoglpbxjodexT88frjsCwuxQlVV7dvvsitB47jEuAAUjxW9YuaC2/tSqREM6B6HxLEAOH92jyRdbZzX519tU66w9C3wPdo9cbALTxy0lxqeSGoiNxbBYyGdkVXE07J9as4RBOgnu8Jp8eBZJ3JRaMXkUoqVoioAhJAlhJBthJAThJBjhJC/Lub9gcIiLnlRvF7nBILpQOdwErJKsaKx+pL0v2RuJU78y534wfuvAwA8ursD/+/He8vaZWZs+8oKdAM2It+0ABgKACwhxbMAWNdbk7zqVAwYWcNTANxjpdzf2etVH/bq3DEA7nWyNlR+1DorXJ39seWJC4V9DC9DuiQRpvBR4feglOdKsa/U8+00mKtv17jL7M+g2BYAGcDHKaXrANwI4COEkCuKPIYpoRyKOAgEhXJuQCti48cCMBlexGreFQAAIABJREFUt7YJP7/vRgDA9lMD+NHO82YBnXg666qcV0oopRiIZSCrlGO6t14Yfv0AIVBVu5nd6TaQ1Rzb/lJGeWAaSB7BgcYojCBCA6fSIemzeV5hy5i0if2wdZ66R+8ZBMj8dAq8fL77XNgK6nhoABIhtgwC9p62MbIPxx73urnjxEQsGIC/4MVZsxcApbSHUrpf/30cwAkAi4o5hsnAS08RCKYT5wYSAIDlDXx//lRyw2UNOPuFu9FYHcYDvz6O1395O3afG8L6B57FrV98wddKtRioFEhlFdOUb68Mxwh5xgKgyXHqmXJn+Y9Zq6HVnrfduH1rXv57wwp9pwJAfLoAzAcDX0C5r3ebxL1w9jcRF4Dx7H4q6knEcKv4W1zzgit5MQBs20JdAIZC4rXzn+l+mUhdhSmmZDEAhJDlAK4FsKuY9y3Ml+NTWxQIpgkdQwlUhgOYWxUuyv0kieDzb96Axmrtfu94aCcAYCCWQdeId7nhYqLogtkQyl4ZfUYueEAipuAwpginMHZuBsTGERgCxTmf2NIAOYKK/cm7pz3lLvdsZQkht9vBS1hbq3mnC8Du7rCPaQIxADDGwdzbQ1hKhHBN+F44r+dt20xAHBlfBfjzHZ+5K56gzIRISZJ1CSHVAB4D8DeU0jHHufsA3AcA8+fPR0tLi+9+Y7FY3vbGl4r9Y9O+nNoBKwVEMweeDWp7bBmTA7vndiG5qZPFz7NNV2byswHl9XwH21KYG1axffv2KenPz7NVAPjSrSH8y6syzoxYEfe/ev4VXDWv9PUCsnpe/JmABGOqNwRXKhHHuSN70H1CQnt7BgDQ1XEBL73UC1DtWoVSjA7Zt1HuPHUEu3qDIESbU2RV24Mkq1AEJAJZoehtldDfmzavSaeSePHF7UhmFRAAA20BpGUVKqUYPB2ASoHumPX+7XzVWjvtfXUH+ru0MXR3deLM4T5IBAhIkuZaYMZ28vA+9FdISCXi2LnjJXPOGx0eQktLC7KKilMBCVnd4jHcpz13Oq2Ndffu3bhQZa0djbkxHk9hSI6jpaXFFPhDg9o17WdP42DqPCSJICOr6AxKUCk13+eMrEKSiOkGUVSK/l7rPT175gxezV7QX1FkFYqgRHChPQuVAqcP7cZYWrvnqdZTaEmeM7+bikqRUVQMnA7gaK99H4szrSfQn7RngYyNjeDInp2QVRU9AQmSRDCSstp0ntiLACG4EJSQVVSc1tNCFVWLIQkQgoBEMDKcQjxL0dLSAqo/Y4AQKJSi+4SEoSFNAT569CgiF0+iEKZqTin6Xx8hJARN+P+EUvq48zyl9LsAvgsAmzdvplu2bPHdd0tLC/K1NyJGqyPWo4+nsrovSffvUYqsomIwnsHiOVFEggGMp7JIyyoaqyMAgGRGyZlHPdX4ebbpykx+NqC8nu/fDryItUui2LLluinpr5BnW7RuHLd/5UXcsX4+njnWhy6pCQFaiQ9vWekrX/pScWEwgYyiYF5NBQBNsa+tCEFWVLzQ0oJl66/DisYq7IidBM6ew/Lly3HTLSuhUoqe0RQSaQWVHa1An1Ulbv7K9bh+9TyEAxLCQQkXx9OIhCT0jaZQGw1hIJbG6qYabB0+BlzQBFtVVRVue81rcLxbWxNdubgOp/vHkcyoWNtcg4yson0wAbz8EgBg83XXATte1H6/8VYclM8CbafR1LwIK69ahnAggIbqMKoiQa3879O/AwCsuWoTmmojOLp3J2669TaQZ58GpUDdnDnYsuUGdAwlsLCuAv2xNCgFXo6fBc6cRyQSAVIpXHf99Vg5zwoiHU1mISsqKg/vQmO99t0aS2nCe27XYaC3F4uXr8I11yxETUUIF4YSWDmvCrG0jJqKEAAtNbWmIoRISIKiUIwks2gYPg10aGmFq1atwo3XLYGqu2n6x1KYUxnGEbUdONOGy67cjHhaAV56BWvWrMGWG5aa382heAZdw0msWVCD+PFe4OABc+yLL7scwbEU0GqV+K2vq8f6zddgMJbBovoKRMNB9IwkgRZNaV68bjOqIgFcNq8ancMJLJ6judMGY2nzmeqjIXzvzG6QZBZbttyKrKKifTCO6kgIY6ksLp9fg4fP7AIGB7B+/QZs2bCgoO/sVM0pRVUAiPZX/jCAE5TSLxfz3hOBVzRCIJiuUErROZzATSsbSnL/1fNrcPSf34DqihA2f/45/HxPBwBgYX0F3nLtYmQVFaFA8b2SCqVQVK18b0AiANWUEVl3LlNo1sC0Xg8gKBHT/E8pMBBLQ1GdxYT0nw7jsZFlQKn7nJ9dSlmzvzPw0NCh8u0FYIzPdAM4qt97mus9KwHqLgB4BwFOxIFqC+zLEQQIWHEA+fu0v85y3is/1RF9QSmnFDCvp9IJlmL/td0C4L0Afo8QclD/d3cxB1DIW81+N5xBHSILQDDdGElkEc8oWDwnWrIxVOsrvrdca8X+/u3PD+Hpoz343ktn0TOaRFZRkZYnniVQaFS1okf/GxkAxt82m8pHQZGVNSGvpZ5pMQOvnh3ABx7Zg13nhux96qljTkUgV4FEolsf2edoH4zj/EDc7IetMOiOAbDck7neAqdP2xn0ll9/4C+MtMp39pZemQN+8JMGaLhktc+O2u7p7x7umZzAPd6CghjZmIgchZa8XheToloAKKU7kHdjx/LBWRCE/aYIa4BgutE5rPkcDZNlKfnkXeuwrrkWF8fT+LffncT/+/F+ANo2xF/742tw+fxqrG2uQyIjF7SvgKpSjKWyqK/0H+RoCHNZpQhIltBu6x/HfVuT+M/6USyZW2ntBqgLagrgdH8cAEx/uQFvfjAUCSPH3NlG4lz3Zz/cBwBo/fydoLAyEQDvIMCJBNwB1vTGE4oAUwfAQzjq4td1ldZmAuPQ4ya0/RP4YoOnYOQSMM5haJ+D46gjZiKfQuXqj7nPZMooFwNRCVAgmCUYUfeL6ktnATAISARv3bgYH3ztSsyridjO/dXPDuLOB3fgcOcIhuIZpPWaAcPxTM4+jTS70WTW0wyekd1LcGPlr6hahT7j2ldOa6WMXzx1UQ8KtrIAjO1+Kz3igFTGegAA1//r83hwa1tOYSJJVk47Lz0NsO8yeLxnzHHWKlBkVBzk4ZXfb573uLdXJD7PmsB0xr2nH7St263gbGNsLIbVQ/FQWpxw91RwvHbWLiioeFyOfv1cU2yEAuATl9mmNMMQCCZM76imACyoqyjxSOw89qGb8MzfvAZPfORmhJkYgD//4V7c+sVteODXxwAAF2Npry6QkVVkFS0KO55WbPX9WfNwhrNNryHwjeI9WlYAteXVq9Ra5VtpgBQJjzLHKiM8jHt//+VzZq0BgGMBIFpswT/86gj+8Jsvu1ahxhgNPveb457vh584AAPnyp6zIOYed46Na/Vw/eIflVr39o4BcN97svGkxJFaSKm1h0M+2HRNXqZYuVmOhQIwQcq5tKlAwKN3LI1QgKChSDUA/LJ0bhXWLKjBNUvmYMf9r8Md6+cDAPrHNYH/sz0dOHBhGP/5TCtGE1p0eVZRbavhsVTWtpJn/zyziopkVtEC+XJUIFSpFQsAOMrYMpYBiVgWgPGUzO2L9QO76gp4rCyNTWiOdTtX9hYyEwNQFbFbH1hhU4gbgL8hkPf1XkGAgNv8Th0//UCp9jm9enbQVHi8CwExMQC++ra/busbx9eeP207xtuu2bcLwPE618ZEhfZ9KRAKgF+EvBdMc/rGUmiqqTA3sylHmmor8OAfX4s5lSHb8Qefb8Nzx/vw413tSGYUxFKyKRwUlUJWKLKqaqu0ZyCrFAPjGSQyMsdXT5HOqqbSICtaLABlVp9GdcAskwVgxA1kFb5CwQo+L2FKqdaXgVHWlh2bE3b8FSGPNOQ8PmvPFb4tyNmN5QJwvIfMeAkB9p4fwheePIHxVNZyARQo5YbiGQwyLh+vVT1vC+Rcfnfn2HlWJZ4SU8hugF738jumYjKrFABZUTEcz3D9gPnw+tILBNOFnpFk2Zn/eVSEAtiypsl2rKVVy7HfeWYQaVlB10jSVAAyslaMR1as1TsrELKyikRWE/5JhwUgq1C87Tuv4JOPHwZ0IW+sJg2hc/ZiHMmsglRWmzfCehEbCq2SHA+2RLC3BcCOc+XJm2NY074xHu9788fmIk+kOnU0yxUESEDQ2jeOn+3pQDKjTMgCAFjR/eYQCV+JkFilhHOTzuEE3vbtV8ytqV3KD0ezcB5z7tmQW5mx3gvNBVC+yjYwyxSA9qEEbvuPbdh6om/SfQkPgGC60TuWmhYKAAD821uvxPffvxlffNtVtuM7Tg9g55lBbD3eh5/tvoCsoiIjqxgYT+O3h7rxhadO4GsvtEFVYW44lMwqkBVjxW4Xmhk93fBk7zgATZjJiua3N8zLbf0xfOHJE7YNjIxgPi9T+9/98jB6R1Pc1aPCKAfsGSO7gIdxmB1/PK25H5zWEntUfn7MFXOe1ashzLzM44bPmzDBiF6ZAy+1XcQXnz5pc+NY94bLSkVAXIoUYLkA2OwIVqFRVIpzA3HE0gp3HDx4ihh771zhFc5zXi4R2zHhAigOE8kTta51Hpj8eASCYkEpRe9YCs2100MBqAgF8JrV87BhUa3r3Id+sh9ffb4Nn3/yBGIpGWcHYrj34V34zK+P4dHdHXjueB92nB5A53ASaVmxbfTDrsyzioresZTZr6xQnOqLYX/7sJ56Zt3zaPcY0ozlUNWDAHNtaLS3fVi/l/24kU1A4Y6gZ1/zfO1s0OF9r7kMgLYFM+BeoTuLE3nBjwHgHfNQTpifhPjL/T/YMYofv3rBcxoNcLYV5qUnSkxpdp7SYtVG4LsieKIgn98+V3wFqwyxrfrGUjjcOWJrUw7MKgXA2gegcA2gjD4zgaBgxpIyUll12lgAACAYkHBFcy3uv3MNAOCqxXWuNvGMjG9uO+0KxvvIT/cjmVEwEMuYkf/sBj0ZRUVWUTHE+Jm/9GwrPvyT/fjH/zuKtKxAYkRBRUiyWQBUCrScuohnjntbE8eSWW7an7HopSpsE4uRBWDAKzw2nrLq47914yJc0VyLSkcsgKq3dVYKdKGfJvaXLlyR7I6WphJEKYiHB95rAyGvmdhtAeALTqv2gXWevdJV5MhxPU8UECYWg5fhkCvDwvbeMIEkf/iNl/GxXxz2uKZ0zDIFQHurpyIGSlQCFEwnjJXudFIAAG0yftvGxXjsQzfj5/fdiKhD2J29GMPWE/2e148lM0jo5l9j1z8ASMsqsjI1zegAbP0ks4pNOFSEAkixFgCV4mvPW/XjefxsTwdkRXWtGI1Iflm1nyP2irxcWEXHcyVpWgD8zVF+/dReLgB7I+c1tiG58FqMuWMA+O4Rqw6AamvrPK+aAj3/e0IAl6uIvcyPBYDtC4BN0cyVRVFsZpcCoH+mEwnMEPsCCKYzPUYNgGniAmBpqI5g/cJaRMNB3HPNQgDAh7esBAD8yff3cK8x6gn8z84LeOu3X0Eyo+BA+zDe+LUdaO0dR0bWUgPH0/w0vlTGLgAiwYCZQmis6vPNAef0Er7OZsY85CxeI7lKAcP1+1jSsgBQx08DhVK09o57lh12B8J534+9gdes6QxqtPqjeQMHvdwPTheAcZw6nomtA8D7OCSH0uIW0LwgQHeAJevqiXl8Z2z38Vgillv6+OxSAEwLQHlHZgoEU03fNLUAANpq0Eh5+6c3XYEf/en1uPvK5pzXZPTgwKeO9AAAXmjtx+MHugAA21r7kZFVxNJZxDzy+JNZxRbQ1VgdtsUAKNRrineO3XvFqPJcAB79GILD6erg5aw/e6wPn/jlIbx8eiDv+AB/uepsQ9cKljGXE9iDAJ3jt14b4/eyANhfe5U5NtMAmQ+L7dF5nSsGgOcCAHErLMzTnOwZ544ZcLhtqPv5/H5visWsUgCMD3UiLgDnR1Y+H6FAkJ/eUS3fualm+ikALNFQAMsaKrGwPopPv3Ett02TXlr4Xd971dw85zvbz+CFk5qJfyyZ1YoDZVTTPeAkLSu2ILqARBwxAPxyuW6Ia9X6948dxtdfaNNcEsxMQghw8MKw+Zq389/rr5hvHmNX2Paxazc8Nxg3j7GZT6bANu9LbMe1vr2fyLvEsN4Xqyj4KB/Mg+cCANwKALsbIFdn8eO2cF3kPsR+hqkcG1U5LQ3OrmSlvCTHrFIALLPTRFwAztfl9UEKBLnoHUuioSqMcHB6/8lLEkFDdQRzq8JYOrcKAFATsW8WtFSPis/IqrZHvIN4RjZ9vEMJ/v4Cj7x8Hv/61EnzdVZWTcFq1ev3N2anwDzRM4Znj/dBdVQslAjwwR/vM1+zwsJQAFjLh+UC4JvTf32wGyP68/3rkydc43r6fBbv/8FuDwuAhd/pkoLqFgD7uJz9Abb4OG4/Titt3lLADkXKdd4jNZJvAXDDlgL2+ty/9kIb3vT1HeZrnuWHpwCINMAiMRVBgELwC6YjPSPTpwZAPqp1gb9+oZYiuH5RLX7w/s3m+WUNuXc7lBWKtKwilVVwtGuU28ZwFxiwewiksioe+PUxWwqhFxT23PBExjLhJ7OKbT4hhKCmwsrpZ8v+ZmWVK0R50sqY35JZBZ/61VGtb87YhlIUJ3vHPWIAqDnepGO/g1zBh1oaIKeuAMdtkEuxcC7SPLMFjCBAJXcaIJOo4OiXHwPghP2cvFw6P3yl3fbamUoK2D9Ts+8S2pOLuh1wqZlcGiA1i1EEiFuTFAjKme7RJJY3VJV6GFPKovoovvveTWiui6KpxtrfYNGc3LsdJjIKVBX4zK+P4YRrRz031ZGgLUPgpbaLeFnfKdAPrPBghWk6q9oEEgHQUBU2I8ZZl0OuzWicZudoOGBaPgb0UrfslJdkghklx8Y3Zp/6zzu+8pJ573zpgoY+YkvD87hKswD4n4e9rLZGuqDTlWKed7g3/FkA3AdZsZ2r9gML1dMiWUaTWbT2jmP9QndKaymYVRaAiRYCsu8MZQW8CATThe6RFBaWwTbAUwkhBFctrseiOVEEmKixedVaDMAfbVzMve5EzxhaWvt9CX8ALrdJ3vx6BmcpYKcgZ18FJGLbG+Ab2+yb1HB61wLWHEdDkjVeXrDdex/ebd5bInzhavSpOCwUWp8eMQCOoDfqOOdkKmKxbVkAvHvob4X5GfhJA+SMi43H8OvG531NHvi/Y/jsb46jczhhHiulLBEWgAJx+t0EgnJnPJVFLC2jeYa4AFii4QDqoiFzl8Dmugq887qlqI2GsGxuFXaeHUQyq9jysE/2jpulfwGgLhrCn926Al9+7hT3HhGHAmDsS+AHLTaNNR/bz6sOAcuebh9MMO04fTtMzNRsy/revRc9xiqcl3vQ1juOj//vIfdFcK+inbAuBa86AMbGQX7xjgGwlBIzqJFZdbsqATr75d2Lc8yPC4Btq6Ulup/R+ExjaXliAYpTzCxTACYWA+C3CIRAUI70jGq+6uYZZgEAgKqwlh5YXRHE1o+9FqpKEQ5KWL+wDsmMgu/cuwkA8J7vvYoxj5S/RfVRvG5Nk6cCEHTmpBWIbf5gJPl4KmsTLJIjpY9ddeYy0zulGnclzBsXjNr97utSsoKO4STnKm+BZQYBcgLz3HUACnMBeC3ajLn8o48eMI/xgwD54/CzGZAxXvP3PBYga68H9znjPSmXbIBZ5QIwPrhCswC4pqzy+PwEgrx0jWgT+aL6mWcBMIRzQCKYVxNBvb4xTlAipiAgxBIgzkqCwKUN7HWapj/y0/3m7//13ClbsR7ndsB2BSD/StE4r3IEL9fMT+0KAAtPxuWbNY2gRHYDIF5GgPa6MBeAV9N8c7kxlgK8Nlzsi8DcbdnP1BjeO69bYuuHdSOVUpTMLgVAf6d5VaZyX5dD+xYIypyeEd0CUDfzLAAsAYkgEtQEfDgooTJs/c4qA06cf8tGHQGrwcT/2imobf5gJ/4z/TFbJoGzqI/sUAC8Vvru2vzs/a2+3WPTFSNOHYDcZYQ9YgCguxRYsz8nw0B7za9h4AU7/tbecbzUphU5yufOZasSamOi3PP5jtnTAHN/H1S92A/b7PfW2re35u2CWApmmQIwsSBA9o+h4L22BYIS0zOahEQ4gm2GESAEkZA2pUWCEpbOrQQhWllgQ1AkMu66AM6/5Yvjafv5AsdRF+Vvz8tj17kh8/eAIwYgzRSc4cUcGSZ3q3u+kAO8q/3xLAAne8cwzKmPkHeXvxx+fXcaYKEWAKvxbw5144u/02o05HPnWlkA/HHkiwE43DmK/37xrFkGGsjvBjYUNzYLIBSwjyOr+FcoLiWzUgEoNAjQnh87lSMSCC493SMpNNVUTNqXXe5EgpJZMrimIoRgQEJdNIRwUDIry/EKITkndHfAWmHjeANTrQ85TPdZXk4405itR6+qVgnZW1Y2mOPK56+2Mp88XADsil2/7i8fPYhP/C9/5zr9kTyPE4+GLhcAax7wA9M0IJGcAd32zYCM+/GDALm3Yq4/0DGMr79w2maNye8CsO5ldBXS//aMcSjCBVB8qPmlKew6e1St8VNoAoLpQfdIEs0z0P/vhN1C1hD0tdEQqiuCWLugRjvOUYLiaTnnapRXvCXnOBypcF4KQL5AMFvpYeb46xzmZOfqlrei9AoClMjkFkTO42whIKN2CveaQrMAmN/ZTZPyzcN5CwHxFAjmd+MzYo8pKsW9D+/CIy+f497TKBNtq/Ggd2AoojzlrxTMyiyAQoMA2a0hRR0AwXSjfTCO61bMLfUwSoJRJvjr774WW0/048GtbeZubu++fikUleK2yxtNywEAXNZYhbMDVh39Qt21zunFS0jl26437dh+2IkRZOeyYHC65Ql5oxCQ5TrwZ47O1YawpX9ydGXGH/jEaNozmsLDOyzB69wcSRuD+zprzPmfjx2WwgkczygqukdSnrsCKqqlnBhXGc9qvN825a+EsmRWWQAmWgeA9RsKuS+YTqSyCnrGUjOuCqBfJIlAkgjqomHctqrRnJC/855NeNf1S3Hvjctw9eJ6RMOWAvAv92yw9WEI34/dfrm/exKCh/9kM57729eAUm+TMa+gEHuEtQDwuqCgNmlntOFuKewV/EjsAi+X0M63cHIGHLJdOZUGlRbkADDn7IxjIx6eAsBCiKaQGKqUrxgA5jlNBYA5n9EVM699NVTKvhfEdr1hpVLKxAJQVAWAEPJ9Qkg/IeRoMe9rMBV7ARgIRUAwHegYSoBSYEXj7FQAWAISMQW9USyPEM0/GwoQ3La6EW+5dhFqoyE88v7rzOsMF0BdRcjVJ4/esRSaaiuwoK4CxsZBfnC2spUCZgSG28JgR+UsLrkuAN0CYK7ZKfVV58Q7BtAIKiS217xrKM2vATz8vs347B9eYRu/M76BawFw9KuVO+bfI99mQLJKEWRiDgArOJPnTgIYC4DNBaD1GjQUGTYIsITSpNgWgEcA3Fnke5rkCojx34e9L4GgnDmnm7KXCwUAQUnCd+7dhHdetwSL9f0CIkEJkqSde+AP1uPPbl2BYMBKJwSsFDAjwyAfbNVBwH8OOq9Yjtc54xhB7jYGXmmAxHEu154Dfu/DtwDw752LjUvnYFVTtdmvE4VSvOmqZtdxZ4EhLb2SHwSYrxiRQjUFgBXSadMC4K4pAVgLTVaZMhadhgUgI6u+XCWXmqIqAJTSFwEM5W14ibBcAJPoxCOYRCAoR87re8KvmKUuAJZggGB5YxXuvWEZouEgAhJBKCAhQIhpHYgEJQQZSwFg5dVXcIoI8WDnFy0YzK8FgHour9nDLqGVy9duLHo8BJ1E7Nv15BTu7Di598p1J43jPWN4/Ze349xA3NdCzBqPEcxnd28smVuJBbW501u1oEHjmvw+ALaFolIEJPuGSflcAIpKmcWm/Zyx10Mqq5SFFXmWxQAYLoBJWADK4mMTCPxxbiCB+soQ6ir9ma9nMkYEtiQBFSEJtdEgJKJtwRuUCCpDAQQkYv4zqIpogt/YE+BTd6/1fU+K/O7C2or8sdi86nJGGp8V3uYdU+Bc9FwcTyOr6n0x53yVOs+hpNimViYS3uj3sX2dAICX2gZ8xQA44wpsGyvpLwKSe8XPIuWwAOS8qX6PeEbBV7e2mcfS+RQASl2fu6HsGN8hdlvoUkqUsssCIITcB+A+AJg/fz5aWlp8XxuLxXK2P9qjvelHD+7H8Bnrw1ONGpb6/41o2KxK0ROUICuWL4tA+8JlFRVniphXne/ZpjMz+dmA0j7fwdNJNIRwye4/HT+7jKyiVyIghEBRKc4GiLl5ixGYx0bo/81VBEcGghg6fwwA0N1+1jxXEwI+sVnbiviBnZrpf3xsFJ0n9uJiUIKiUvRae/pwIVSbl4YGLiKT4geHnTy8D4OVWj2Di93axkf79u1FKp5BIgs8ve1F/PqQu3hPMpFAS0sLYjF7Xf83f/NlzI9ShAJxGOUGxsfGsP3FlzzHmUxo1qSDhw4h02lZQzKKigAhyGYy6OnuxrF0HwDg6KEDGB7QxtrX3YmDu/txvlMbY4AAspw1vzsZWdUCNokm5FV95d02og3u2NGjULsldIxb78+hPa+iLSxBydgLNx07dgyVg63md5NSFWODvXh5xwjOnsva2o5d7HE9Z29/LzpPaNs99+oy4zyzMdPY2CgAoO3kcUQHJJx2yIHjhw5gtEZCJpnEyFAKLS0tODOqb8Esa2M91noGQ6Pas7S2tqIlcRaFMFV/d2WnAFBKvwvguwCwefNmumXLFt/XtrS0IFf70YNdwKGDuHrjJmxYZO3HPJ7K6nW4tWpcKqXIKip6x1JY0ViFwVgGAUnTtkMBCXOqwrgwmMDShsoJPmXh5Hu26cxMfjagtM93/ytbccvKRmzZcs0l6X86fnaDsTTCQQk1FSH06wF7sqIiJasYjmdQEQqgdzQFPL8DALDltptxdTyL/vEU8PJeLF6+Ejh2AgCwZuEcbNy0Xut4p9aeRKoCOZgYAAAgAElEQVSweN01WN5YiaF4BovSMvDyDs/xVEQiGE2nMadhHvqz40As7mqzasO1WNVUjfrKMM69fA44fBwbN23Cb7qPg2QV/NfBNPrH3cpDNFqJLVu2oObIDkAXXAYqJFRXVyOZVYBEAtU1tbj5luuBrc9yxxmtrAJiMVx99dW4ZVWjebx9MI7qSBCBHduxaFEzNqyaBxzchyuuugb7Eu1AVw/mNS/GNdevQm3PMaCzB5XhIEIBYn53zl6MoaYihEhIQiqrIJ5WUB8NIdQ1AuzegyuvvBIbFtUh2jsO7NwFAFi/6QYsa6hCxZ5tQMIS0BvWr8eWK5vN72bwhaexq59g7cpmLL8sCLSeNNvWNzUD5ztszzlv3nwsXncZAGDO0Dmgs8v+RoQqAcSx8eqrsHp+NRbP0eXA008CAC7fcA3WLahFeN/LmNtQhS1brkNt+zCw8xWEK6JAPIGmhYsxHIgBAxdx+eVrsOWGpdz33Iup+rubpS6AifchHACC6cJIIoO+sTQu14vgCDQioYBpvg0xmwlJRPtZoQf7ffs9G/HpGyJmtLff3etYF6Oi0rwFf4KSUSXOe36xbRus/2SDAPsd5YsNnCZ0e5/a9X36fgRaARvvseYtBQzOXgBmW+2XpJ7ZUBEOFBQDIJkuADYGQPudrZfAHzfBeErG/x3sytnOgL0HL10vrwtAr9podwHofeuWpXhGyRtTUQyKnQb4KICdANYQQjoJIX9WzPsbn+XksgB0E6GIAhSUOcd7xgAA65prSzyS8iIoEVOoG8F+RE+HC+qBgYQAG5fNwfJaKW8JZcMH/Z9vuwqXzavC371hjXlOpZSb789i1Il/+livmbXhhJdSZvn+vaE54p4USkEkYis5nKs4kZnelydSkRfdbvxu1FSJMBs05cIs3sbp0xirsd21OU5ODACgf06OedurQJLzHixGGmDI43thVQK0CgEZtzHkRsKjiFCxKaoLgFL6rmLez8lUBAEC2pfCV7CMQFBCTvSMAwDWNQsLAEs4IJlClI3sN2oCGFsJG2VtDQFt4PzTDwclJDMK1jbX4sF3Xms7p1IgkXVvQPR7a5rwQms/APjao8FLiXDuIOgFb8ZTVLc1NJeuks8CYAQBsgssp5KS1IPftNhDHxYAx825RY7yYFbhk4hLdeHXR2AtADwFIL8FwOzfjB3TfunWd+aMs8XlZksaYKmZKhdALC2LNEBB2XOyZwwNVWE01cz8fQAKQfKYAAgBQkFtxR8KSGZZ21BAQjBA+CtW4l0QBtAmd97WryFGeIR8TEg8QeSrbK8xTE8XgFO58d8nbzyOpAKmbor20wyydOwF0DGUwK5zg5w+9fFz7u1theVnBfAKAv141wX3Pdl7cN53Iw3QqRjmusb5/vutKnmpmWUKgPbTawLwA6X2Cl0CQblyqHMEVywU5n+/EFiugTmVYXOhEA5IqKkIcoXo/JoKBD0EgYHTR91cV4HVeoEbwJ3GxsMWA+AotJPbBWBe5TqnUPdiaDKuTc0CwKz+mb5kVUUiI3tup/6+H+zBR396gNsnwKvp771y5lUCBIztlvM/n2obt7u9sTdMLheAMT5DwXJanVm3XCnXkrNMAeC7AH666wLe9u1XfPVBQXUNT5gABOXLaDKLtv4Yrls+OzcBmggSsVZ1c6vC2jxBtAVDRShgbenKXHPvDUvzCnCnBeD2dfNtG4z5cQHYzMr6T0p1getDaPMr6bnjofxULfSyEpirdb3Lz/32uClwnz/Rj9v+owXnBxL6fXzuBugoZMSrA5AP0wIg+TO3G21+vKsdBzpGXOeN23p97tZmQDA/rJzPWkJzctmlAV5KVMcX1GAglkZbf6yAfoTwF5Q3+9qHQCmwedmcUg9l2sAKYi0rwDKQh4MS19S/eG5lXgUg68gCeNNVC3F2wJpv/MQksZkErNDOd6UhgHlDVKljIyDwdx109+l9hi0FfKJn3KxAaaykjXEoKjWzH/zci28B8IiLcLy2WwDyQ6k2vp/v6cjZLuQxfpUCx7pHcWEoYSp/k4s6u3TMKgvATZfNxefuWY/qiF3v8bEvhQ1VZSpc+S30LRAUkRdPDaAiJGGjUAAmDjH/h0hQMgU9K3gCEjHLu3rBrvbvu+0yRMMBrF9YZ+5H4KeeGH/Rwaw088ALuNNcAKzJPvfixmyaK1DQtiEwIBtZU4YCIFkreT+eWGcaoC1C3+dCzHhGv9lfFBTJTH43b8DD9aOqFD/a2Q4A6NYzFHLdu5QSZFZZAFY11WBBXZR/sgANQHH4iMJTsb2gQDCFbGvtxw0rGnzXrxe4Yf+sQ5Jk8/n+/tomXDavGkF9u+FcHOseM39n4wXMlamP+YMr/gtYuHjJHwLgB+/fjI//72EAPl0AOfcCgG1Qim65cLpfFdWfC0B1+BX8ZAE4ha3xUqvpn/+elGqB3vkISsRl3QE0pceod2Aoh5NMPLtkzCoFwItCNbBYSkZFSIIq0gEFZcjp/hjaBxP4wM3LSz2UaQ3rApAkYhPen37jOsTTinacI8BZ6/Ajr5y39Wn9rv0M+DCFs5OUcyGecwoyLJVe5nICXLt0Di6fX41YWvY1n+VNA2SOOUsrWzX9KXjqi9Oi6tQp1AlYANgsAD8agEqppwIQkIj5LJoCwLmeGaQxxjINAZhdLgAv2IINvq8BEMvIeYt8CATF5vH9nQgQgruvdG+VKvCP5JBmYUYBMHLAJaLHCjgmEK8IcVZZIIxvOh/sLGNrTnJXkjPOcDIRATDmcSPILsd8dvPKRu7x3eeGkFVU0yLBrsANH7jpAjCKGFH+qtg1nzIvv91yBttPXbROeVkAHK+N3PuA5G+xRwHEmc162M+H/d0rhkFl5InlwnA/LC+uodgIBQDu9BU/ZGQV4ynZdySqQFAMMrKKX+7rxK2rG9FUK/L/J4NzSmBjhyrDWlqgIc952752DSdx78O7bMcjjEvGmPgjHgVlWHhCgk0zy0cuCwDbX67p7JZVDWY7g+PdY/i7Xx7Gl549BQq3Wd9pAWCDAHkjd2ZMWEGMBI8f6EJLq6UAFGp95dUBYAlKlnLCBl2ycp5113jFAPipA1AuCAUAAAoMAgT0PxaVCgVAUFY8caAL/eNpvF+Y/ycN6wIA7IsEwx1AoFkAjBW/0SQUkPDDnedx0VGjnxX2hv84EprYNGxucZtjCjLOec1TVoCc9jqXUDVX78wx47q954e0edTxnmU9LABaGqB71nVaANgQgMVzougds8r+GtaKTcvqbdd4CVspTx0AozgPdeyJYBP6zO9ewZ8/2tle0IKylBJEKAA6E9HQKNUKXAD+c1IFgkvFWCqLLz93Cuuaa7BlzbxSD2fa4xWbZ5m6ASJpP4MSQUAiNgWguc5tgWEVAGPOiPoI1PTaC8C439yqMP862IPw8pFzLwCOydqom9A7loLh1WfnUltOPBwKAOceWZcFQL83gAUOi5Yx1LdvWuw5ZpZ8wZasgsO+X6zZn+3CSwFggz6dfbMYR/zUgbhUCAUAuX1ouVApNTcYGkm49+IWCIpFIiPjoz/Zj/7xFL7wlisnteGVQMMlMFwvtdWuRAjCQQmRkGT6hUMBgnmcEsxsbICxePCTqcHWDXB+shRAfWUo5/V5LQBGXzmmQp4FwGifzmoxACB2t8ShTvsWxNaufvxFlzOq3rIAENfnYW4U5BH1b/Dnt67Q7p0nC4BNNWTfLi8LQOdwEn/6yB6cveiuIeN8v3nPWhsNYVF9FO+9cZn3oC4xQgFAYb4023XQNNZUVjHLfZYyoEMwO+kdTeEd39mJHacH8Ll7NuDapSL3fyrIpUQRQiBJlpsgKEmmIgBoQYK8BSIrQAxzN08BWDK30vb6K1vbXG3YOvuekfl5sgDYMfqtA8A2oY6f7HbA/PuxaYA8F4DDAmAKed7GRfbMAnOcrr0AiH7v3OZ2q0aBPbvLZvYPGMGfwD8+cRSn+mLY2z7s6mswbnf9eMmXUuvpIg0Q9pKNBV1HKWRV036NoJFYWkZlOOgrt1cgmAyKSvHjV8/jS8+egqxQfPs9m3DHhgWlHtaMxzB1s7sGSpK26pcIQQwwNxNyws4LRo581BEDcMf6BaitCKJjKMG9v7UXgBV05yW4rSwAryBAI4pRb5dLAeA8j10ZyJ/yxgo8vgsgVxqgwwKggnPUjWF0Icht4TC3O3YoVDy/fzAg4eNvuBw7Tg+gtiJo9a+3c6YR8sRBOawVhQKgMxFxrW0JQCGrqvmHk5ZVqFRGXTS3SU4gmAhZRcWus4N49ngfnj/Rj66RJDYvm4N/f9tVWMVsMCOYelgBqPn9JT0FkCCgBwIaAoKNB/jUXWvxhd+dBGB3AaxfVItXzw4hErRbACTiLzPAgnoLE9MC4PFMrAUANKcFc0VjFR770E1YPb/Gdo35u2HWz2UBkOzvoRNXFgBj5ne293IBOO9vrwTo/XxGMOb5wTjUViYLgLgVgAAhpuWGTfUz5MCqedXoGEp6jgk5R1I8hAKAyWhiFCrVtGvjy5hVVMTTmgKQkVXPPaMFgnykZQWn+2OgFDjVN45nj/Vhx+kBxNIyQgGCTcvm4v471+IPrm4WPv8iQ0DM/QIAvUAMpYiGA/p5i8vmVeOR91+H7acuYskcqxLpx29fg76xFPqYyHZAry3gq06uNo58pnvATwyAYf727iMSkrB6fg1qK6zFjfO2+UbNCtNCLQDO9qYCkOeexHzG3HO9kebZM5pCz6j1mfBcAKyCZ46R0S9cbgjhAihfePmrflCpJvBlldqCYWJpGZRqKYKsEqCodEa7BmRFtUW0qio1J7JUVkFFKABKKdKyikhQmpVCK5GRsb31IvrGUrh6ST1WNVXjaOcodp8fQvdICq194zg7EEM6qyIjq7ZVQn1lCL+/rgl3bViA21bPQ1VE/PmWAqrvZBcKWPsDSBKBpFrpgGzOOSFAQ3UEb91oj1avCAWwrKEKfWN2f7FEchcHsmUB6Me8XQB6FoCXC8D2XHmyAHj9U/vvhHgLO8BhCmee8fL51TjVFzP3R3D2b7haWFRm5Z1rnLY4B8+RwfPviRcEGJCIzWVgjSN/rIU5ljLwAYgZBDA16UKRFS0LQFE105mqUqRkRU8PpFAohaJQUwHIyKq5QpjOqKqK7pEU6ipDSGYUVIQD6BpO4qtbT+Hz92xATTSEcwNxPHWkBx987UpEgxK+03IGN69qBAXFoY4R3LVhAeoqw+ZqwgimrKmYGa6ToXgG+9qHsPVEP1rPp/DL7v0YjGVwpGsEsTR/o5HqSBBL51bi9nXzURUOIhoOYF1zLSgoFtdXYuOyOTNagSx3nAIoIFmR6QEzGJCYbb22H3dWpHVG8JM8FgDjjBkECO+VrSEkvXz7hdQB4GFzAYDmDQL02smwvjKMK5prURsNIcXU17VZABwdO8sLe+Fnt0UArk3iDLgxADYLAGccTq+ExxgmInemEqEA6ExkMWp8AbOKauaOGsGAikoh69YB44uVlhVEghIyetlMQxlwrpwvjqcxryYCWVGRzGoKxbYLGdzMWBMopXjySA/OXYxhzYJa7Do3hNFkBq9fNx/dIyncsX4BFtRVgFKKp4704Nnjfbh5ZSPefM1CjCQyODeYQF00hM7hBPacG0LPaAppRcXzJ/qxdkENPvialRhPZfGT3RfQOZTA0oZKzK0KIxyQ0DGUxGlO6gsAPHOs7/+39+XBdRznnb9v5p24AYIESRDgJZLipYsQD0mUSbtkybKtw7Ycb2Sv1rEty5HWFXsjr70ur7NKOYni2o3LLqccpZxy2fIROY5i3ZQiCTqpixJJkRIpnuAJkgCJ+3jH9P4x0zM9PT3vPYDgw8ND/6pQmDfTM93f63n9ff2dWNZUjb2n+gHYjHBObQI/enYffvSs58n8N0/swfUrm/D9T67EaMbCz186hH2n+/G9T6xATSLqfp8mEXqG0wCAOsevYiidRUXULExNWgSMpLN4q+MstnWcw46jvXjvRJ+bsCQRNTAjznDsYDcaKmP4yPIm/ElbC1oaKrD1YDeOnRvCijk12LCoEbV5Qrk0Sgci8+efyfEHAOwF39uhBu8VM80tbarGD25ZhX998yh2Hu910wvLUO4Y8zBufj50Zy/tjnM6ySnH5D+2NQDhXYUoAFytioxrlzTi93dtwPwZlYHn/t2Te9C2oCEYBSCdcL9/yk1fRcjmzJcKWBDwZEFMfB/ksapom/z9vxYAAJz/RKR4tivmmQKyFkPfcAbD6ayjDrQ1AoOpDE70jGBGVQzJmIlM1sKRs0NYNLMKmawF0yCc7LWdR3af6MWvtnYgYzG88EEa2Ud34/Mb5iOTtfDIjpN44MWDgbH827bjAID7HnvPUbMDI2l7fI/tPIn/9fC7ShqSUdOtYLWnsx/feGi77/r7J/tzfgei8oszfwD49etHQu/ZsvsUdp/oQ2fPMDLMdpI60TOC731iOfhPyDCAzp4RpLIWZlXHkYiaGElb7q4pETWRjJoYyWSda1nUJqM+9axoisgFxmyfDssx33AzxVAqg6d3d6JnKI2Z1Qmc7B1G18AoDEc4eWpXJ84O2nkg5tYmsHpeLW6f14q2+fW4vLUer73yEjZt2hToTw710pgaYLB3lSJjEMPU5N10dSLi2/VHDILlrBX83CXz6vDwO/Zv1zTUSWvkXTzfefL3VjnWAsMAeW+jmfAyuIWI26qduteXzJi9z4ypd+qV8Qjm1iURU5gMO84OoX8knXcX7fkA5M4EaBDhgS+swZ2/2uY/L8yFm/ERnrDnj1TgfcpjCBlbzpFfeGgBAF5mL45UxvKpofIhk7Vt+2IIa99IGr3OzvVEzzAiJuGR7SfQtqAeM6sS6BlKoTYZxYneYXR0D6EiZmI0Y+G3bxzBP71wEJsvnoXn9pz29fPg60fwoMRQv/6Ri7D9SA+Wz6nB3s5+RExC33AGp/tH3OQZsYiB9QsbMLcuiVf2d8EwCFfOb0BVPIKGqhhWN9e6zChrMew63oNn95xGRSyCi2dXY/6MClREI6hMRLD3ZB8SMRMNFTEkoyYyFkNlPILT/SOYWR3HU7s6MZq28NK+M7j7wxfh4z9+GQDw8zva8J1/fxe9w2nUV8TQ2TfiaCCGffRsPdiNG517cqFtfj1m1ySwqrkWS5qqcLJ3BBfPrkZH9xBa6itQETcRMcnN652I2uVco058diZrL8CGYTsedXQP4vi5YXT2jaCrfxRdAynUVUSRtRhe+OAMugfViZ4iBmHtwgZ8fv18rFvYgBlV8bxj15iaENcI0yBfCl/bBOAIrUK2OwCoq4whnbH9gYhsodVwtACpjLdocEZjawCC/XOtgRiPzwXvMHtyPg2A4d+G41CXF3ooW7SVu1hfGKC/3Zr59dgmxMjLtXP8/gdOGPVIBjuO9WBubdLV+Knai+PPEwQQEDRyYY6iXHyoBsCdh5BoBN+YSlMFMO0EAJWbBpOKAdz005dx9OwwnvqLjQU9k3vhij/m7oEUfvzcPsypSeC2thakMxb+sf0AAOCuDy3Geyd6cd/Nq/C3T76PLbtPYfnsalzeWo8/vH0MDPAx/83LZmJZvBftp+PY09mPqngEl7fW4W8/tRrz6iuUO9ywl/LLGxflpMU0CJe21OPSFnUymTULGpTn58+oBADX0ekzbfMQNQ28/b3rMDCaRmtDJV64txFZxjAwknaqhxG27O5Ebd9BrF6zFm8dPoufPn/Al+8bsJnsopmV+OCUZ3bgyTcee/ekcjzNdUmsbq7FaCaLju4hzKlNoLWhAhHTDt3qGhjFmf5RDKYyONM/itNCznYCUJuMomc4DYPshezeG5Zh2axqdA2m0NqQREt9BQzD/n7lMC6N6QExgY9pEIjHm3MNgMN0q+IR9FlpENnhfVHTQMZiMMi/EnFGo8p6B3hpcl3nM3i/7zANABcA8lkA+Jj3n/Z+Y1HTcLWbfFwyAjtqoc2HL57lFwCI/K0l84NBwIEzA/jag2/j/k+vRqukIVPxVx6GmaudKHiMx/EuLP+/bALIpWQUx3T7ulbl+cnAtBMAVJAzAfriN8fwDDH7E2PAM++dAgDc1taCoZSnUfjZC7Yg8NK+LmzZbbd5v7Mf73d6qvOW+iQ+29aCT62ZB8tiOLDzDXz5pnXIZC1UJaKIGF4cqkq9Pdke9lxV1lAZc/OUc5+HqngElmXb/D7b1oK3Xz+CxTOr0NJQgY1LZuLYuSHEIgaOnh3CUCqLDYvtKmRDo1kMprKoSUbw+M6TdjpR2CFyyZiJylgENckIXj3QjePnhvHqgS5ETAOtDRV4+0gPXjnQ7Y4vGTXRVBNHdSKKJbOqcMtlzZg/owKtM5JorqtAdSKK0UwWsYiBGZVx7Xyn4UFliidvBTEkphw3TQAZt10sYiCVsZCVGRV5/1VRAGlJA+AOh4UzNtEkKYLvzsV1ggG47+aV6OgexKsHuhExCcKyhZf2ncGixirUzMkdBsifKGf146ZQr63Xt+WYALi/1KDCUVa1puXyORD75W37RzJ5WgcRUQgAtgaAC2LBzZb8vYhaiMta63z3TSamnQAge+CK588HjNkv7Ug6i4Ndg1gxp8Z3vWcoHbjne3/cpXzWr/5sLebUJdBYFUdNIgrDIBwA0FhG6mUutNRWREFkp06NRQwkoyZm1yZABKycW4tUxkK9I0CMpLPIWgzJqImZ1XEYRBhOZR3nStMNNbz18nm+BY8clb9BcAWxyrjpqmKr4hFUJyJIRErHsVCj9JBPqOaLvJfv3mEMBvcRICd80E4jTJbaJh6WByBQKEdYyMJ2+Px3IPsAyDt/fiZqGmhyiu7YQrzHiO/+9Tv41g3LsFxY2wLPFVTjGSmmP2AC8FkfGMggNxRvKBVk1EoTgBE0l8jqdtHPoXckuA7ngzgXEdEHwB178J5c+RFKKTPM9BMAFEaA8cphWYvhR89+gOp4BC98cAY/v+NK/Og/P8ArB7rxw09f4rY73TeCrz64LfQ5/++zl2IklUVn3wiuWdKIKxc0IGuxSa0SNVmwvattTUE8AlQKMo+ocp2lKLTCYVkMactyfTMSUROpjOXm+DaIpm0eAo0LB/468d+tGB9O8HarUccMJTu98RLDYRqAQKlc4Tg0D0CIBoBDZR/n/C6qqHcvj1l+Kgk6ALnPXPH63LGyMm7/xgdTKg2Aavz5BTPxOvfLGgtUeQD8PgDBe1SCEQcXKEogDUDxhREiuoGI9hLRfiL6drH7V4KpS1Pmw5Gzg2jfewaP7jyJvpEMDpwZwC6nFOS9f9jptvvSL9/y3ffN65ZiwyJbrd1YFcdHljfhigX1uH39fKxqrgURTUvmP1EwDNsuXxmPuEJDLGIgETVREbPPaeavMV6EqW75nrDSMXV5eQDgprIlIjdCRWbyPMQ3TAPQvvcMRtJZj5kwrtEMTwXs+QCot6T8UYOjGRzsGvRFAWxcEiwpLY8q8FhRA6AQAMKcCpmzBlfEHA3AaIEaAJUToPRZ/J57h9KImrZPURiucFT0Xh/esd8HwPPF4DRwBAUA7z5fNsRJXoeKymWIyATwUwAfA7ACwH8hohXFHUPwnOhMUyjODabwH9tP+M49vftUQRLm7JoE/vqWlfj1l9bh3//8KtQmo2htqEBjVdz9AWhoaJQW8q0Q8hKSdQUAr2wwwcshkIj5l183i6BBUGy+8cMte9E77A9740dhGgA+hkB5Wue/6XT0Vsc5ZC2Gju4hGERIRA3cfNncvDTKOgCfD0BW9gGQniX5AHDnx4qYGaIBUGsk8ocB2v9NgzC3LombLp2LX3zxytD2d31ose9zRLBduCYAnwYg6GgpK1x8JoAcmoNio9jcZi2A/YyxgwBARL8DcDOA94o8jgDGKof929vHAmF6z+09HWj3pasXorNvBI8L3uoLGyudjFdePLtm/BoaUxsuf5IWeL5LJaFNxCBETROA5zgcNbxSs2G+KAkh4sTNA4D8JoAwH4GI1A8faxhzkpmwWgNgtwloAAzytZciEAXTgxHwd5Dbe+NVxNwH2ni+FT+5/XIc6hrMmWpZ/k6UToBCL64GwDnieR7Cxp6vHkIxUWyu0wzgqPD5GIB1RR5DAOORxORyj2FYNLMSt1zejK9sXIRYhLCnsx9XLmxAOmvBJEK1zueuoTGlELZccKbgFtaxBBMAuBBgX4uYRqDiXzTC7ctB8wCHmHvAzmNBgfK1IsIEA86kZVMjz3FvJyoK3hswAai7BaA2AajGYD/HywQY6qit6CMsZ4K/H95W3beMiOStKApjYrIn97wnAaC5Lol/vP0K/J1T/VEcp3w8HaMAVN+6PzSU6E4AdwJAU1MT2tvbC374wMBA3vZ20gz/y3D61CjS6SzeePVl3wAP73oLJyMGMll/msp01kJ3lzoxjAyzax+O9Ts/NsNANYD29v0F3SuiENqmKsqZNqC86Stn2gA/fQMpe6k63nEI7e3HQ+/JWAwRg3DwkL1GvPjiC07FUHvdOWgabtrcYSHh2Lkz9qaip/MoKgbUDGrryy/i1Fn7np3vvovBngxGRy1ks+EaANX8DPT1AAC6Ok9g22td7vk333gdvV1pWBbD/veCWUOPHNqP9qyXjGzvWb+q/tChQ6jot6+fPOE3kWbTKQxb3ro50N/njm14cAhmivDW1peRTafR23UKb7/eAyJC1mL4wCScOeUvmgQAr776Cs4M+cewY8cOpI6Z7tx1HLPNsl1dp/HySy9iNGMpsw4ee9/21eqQkp729Zx1jwfP2mHb6dERvLZ1KwDg/T170D54AJlsFhdXp3Bm3zvo6fFymbS3tyPlzM/FDQZGj+1Ge/dedHWNYHTEGtfvZ6J+d8UWAI4BaBE+zwPge0sYYw8AeAAA2tramCqFahja29uVKVdFjGaySGeZr/DDo6e3I9ZzBmuvusaWvLc8BQBYsKoNCxsr0T2QgmnY0vvJvmG8cfAckDgBoDfvmNYsETUAABgCSURBVC65Yi2yll0QqL4yiqhhuGFtY0EhtE1VlDNtQHnTV860AX76eoZSwHPPoHn+QmzatCTQllf77BoYRWNVHO+kPwD278PmTZtwvGcYI2m7CmZLQwXSWQtR08Cu473ubrd5+BjQcRiVjc1oaqoGtgfDhDdv3oz+7ceBN7dj9arVeH/kKGLDvcDoaKgaYNOmTcBTj/vOVdfUAd1nMW/ePKxZvwR4+hkAwFUb1uOdkf1AxzEsWr4aeMPvwLxg8RJsunqh+zl5sBt44zX386JFi9C2pBHY+goaZjYBRz1BKRGPIx41gcFBAEBNTQ02bboaABB/50XUVsXQtmENoi8/j5rGRlyxbhXiUQPnhtKYVRXDsz3vAR3+TKgbN16DbYfPAlu9cV522WXYsHiGO3cdrx4Gdu1G06zZuGbjJTjUNWiHGz7znO9Z85a3AQBmpDI+mhobG4HTNuOvbZwDHDmGWDyBq67aALzwHJYuW4ZNa1thPPsUqmc04bK1K1D1wTbg7Dn3+x8YTQPPPI1rVy3AkkvnYuXcWjQu6cWRs4PYtDroa5EPE/W7K7YA8CaAJUS0EMBxAJ8D8KfFHIAqDBAo3Anw67/djo7uITTXBVNGyoiZdmz7cCqL+sooElETMe3dr6ExpRGmbpdV0dyznRcJEpcY2c4MeGF3w+lsYbUrhD7HWsVPDlnkMA1yvPXVCup8JgDRzCGaAC6dV4uugXCtqcWYsAZTiAkgxAlQ+GJvWDkbM6r8GyzuCFno0isn/RI/cxOMJSSP86oyMvBviJP+zDeudccpY1VzbaASZLFRVG7EGMsAuAfAFgDvA3iIMba7mGMIQ6HOGNzL/3iPOlvgyrk1+JtbVqE2GcXv71qPeMSAYQA1iSiSUTNg99PQ0JgaKLzojI2sk3OCnxOdAHlbkTFcPNtOsDOUyuZJK8sZj81w7FTkYyLFhSyI8LLGFreVBvr2fw5GF3qCjpi4rKkmEYwC8PkACN9NyFhDnQCd41nVcfz9bZdgaVO1NMZgpr5ckAUA8VNljGcqzHhRAG5RJkEgsxiuaK1za6zwZ4xVULvQKLoHGmPsCQBPFLtfDmUYYJ454XG2RITFMyuxraMntG0iamL1vDo8+KV1qE5EMKsmjobKmC+JjYaGxtRFviVczM/vOaD5ywV7bb3jjUsacefGRbh26Uy3Img+5PLYzwW+O4+aQYc3j7EFEUwEFO7tvrq5VroWzli5tsR7bhBhToD5+LpXlrkwASDgBCjcxzMVDqYygUyATJhvizE3qgMQhbaChlA0TLvtaJgXYti78fTuTlx9//M4cMa2W+V7iURGb2ecM92XRkNDYwpjjDFbFmOB+vGqEDVDSBX8yUvnojYZLYhZ8XVrPLtKnhdAqQFw+pbLD0Mx/kAtIIRtsmwGL0YWiF3zTIDg9xcoARQiALAxmgBypSzmvmPpLPPCPXk/kglAFT1Qaph2AoAK9supniHTeRt4XGo+VVsyanhSv/52NTTKDr989bCv8qcMcWcoqrXF5DEcpkGBXTiAnKZCLwGN/f+8BAAp45CYW99SLXayCSBHH6J2gDn3+jMBCiYA33dFSg8Ew+n8pW9t9s5R/k0ZTylQsAkgh6aCpyrm43QHD15Ujp9iyrDDUjMBTDsWFfoShJyOObG5vLBFvnKSnb0j7o5fV5DT0Cg/dA+m8O7xcDMgh2V5PgAgddY6Xh5YXpZUhb8WNtrpa5NRE5e11KG+IurE7I+dBk8ACDoB8sVQtdQFTACqRECK+0XmqILFGJ7fewZ/+sBrOQu2mUSoFRznCtKUCBkZC0GuddtU7OqFNADuPIr+H/6xFDSEomH6CQCKc2Fz8vye0650XqgGoGc47XqhagFAQ6N8IK7na+Y35G0n+wBETArs7GMRw1dilv+XzYYx03DT1851ks2sc+qJcGY+ltUmlwnAEJgYANz70WX47scvVvYR8AGA2ofAZo7h/g+8scWA0/2jeHJXJ46dG5KerfY5kDUiMjwfAPV1GbkSFvnSMPNdPe9AEnjk5xiUW2MyGZh2AoAKYdLp/U/txZ5OOytE2sqtAbhyQT1a6pP4/idXoioWQcSkgDOJhoZG+cPNBChFAURNI+AMHDMN2/FOsQL939suxTevWwoAWNpUhdqkOmTMyrHDlVX8HJkQAcD2R/AztppkFEtmVdl0FKIBcBmyLBxIbX21AJjvPwBsPyppWSgYHkgKrYqMXN+PCoEoAAo5dv6LPgC8j9GMpaymmE+DXGxMO+809TvAQs4DqbS98+cagLDpu2PDAsyfUemmiIyadlELDQ2N6QmfAEB2gR95TxCLGG42QM7IDCJkGcPSpmrvWsgC5XMCVDjPbf32h5X3hZoAyGOnfGMrquQDYYCqMakYsmAnF8cuP0cUAFQFdcbDPvkzZcZ+x4YFmFUTxw+37PWdl3MwhOXuD/pieA16h9M+U4XdnrQGoFQRJkWS8w1xH4AwJ46WBjsxEH/JKmIRHfOvoVFGKFjF7poAPEcwtx6A9BS+Q5d3mTKjDeubAFiW14cMroWsl5hRmAbAFJwARdOCJcgYIgK7fMEr3+cDAC5I2CdvXD0b916/THiO/V9k+vKzvSp66jU4LLd+mAngM2vm4boVTYH2ohPg3LqExPSD5gCfYyPsee8dSqMu6U9IZIT4Nkwmph2HUknSuSaFvwyuBkDR9tF7rsHsWlsA4Gq62mS0YK9TDQ2N8oMl2IEJBDKCTIgzaJHp+0Lb8iYd8Gz1qk0MV0M/9t834gvr53tjCxEAxFwFFvMEAD6QgAkgOBy1n5XUcFlTNS5yzApiX2LkQUADEBJLn2+VHWsioIDlNsQEAEEgYcJ3NTCSQZYxpcmm1EwA004AkLGt4ywe3XkyNLMfVwd5ToD+Cdy8bCYAb+fPbXxJnfhHQ2NaQrSBu9XjDB4KGNxxu/cJ93sV46SLcl8ggcGpxmKfnFkd9zFc+bpq/C4DFmzvAS2DwgdAdUl2AgzTpIrnw3f6aoSd37jEXqM/tmp2SAs/RA0AH8I3r1uKWy9vVpoAxHZEhMHRDKrikUCaXzu8sbQw7XwAZPQN5y7ry18GLwzQu3ZFax2+eZ2txuJZnxJOruhCcnlraGhMHRS6g3Rt6JZ3D4GHAaoh25kNKRtOqAmABFX9BC05ohMj7zss+kmldlc5ATLYiYCuvqgRv3vzaGAXz/sSz8uJiMKcC/PhollVePSea7BsdnX+xvALZbZZn/DxS+ZgJJ3FgdMD3nh4G+YXPubUJfHStzYjlfFXKdQmgBJEvsQM/F1QaQDcH7fg3FOop6mGhkZ54zs3XowHv7wOgGcbz5WGRFxPuG9eIcwuHjHx3zYsCOTAV/VRCOREQPawQkwAwvDm1iVw4+o5bk++kTshkffdvEopUPDniEzfknItBbQiFwg+Z0HmOYiTZOBwTRLwTAC+5D+B4ge5k85NBrQAILxNW3Z3omvAX3PaMwEEJVRXvUfey6AFAA2N6Q2+FtRVxDC7NgHAy1iXy5tfvN91piPvnPI+ABUxE9+4bilWSbn3c4EhXGvgmQDEHTxcOnzPEdbDy1vq0FST8DkBNtclUZuMCklyHWdAiY2rshrKmzPOmAMyUaH+EgXCZwKA369BpN8Q6BTNJWEwnCiAUsoPowUA4W36Hw/twF4n7p+DO8mkrWAYIHfWET1nNf/X0ChPnM9Pm0B5NgdBE0Ahm4nzDS1T9SAWM+KfvSiAcCdAMecBx+/v2oDffmU9f5A3ZtkEgOAGS25jugxXMg0oaDgfyOZbClnbPVOJIFAprnNwYaiUKsJPex8A+WXKSLop/lKrwgAjJrkOO2IMr4aGxvSFwlHc3SiEQc4bbwhmxUKRz1ygdvgLnjNcAUBgaiGOhqriPv5yxbyd0Kd07dxgCt0DKQCeP4PYvzxWmcqaZBTxiIG7Ny8O0DIeqJwAPROOaAJw2oB57Xzj9T/3oa9uwFA6i9G03zdgMjHtBQDZFpXJBot8EMQwQEEAMAxn9++F7ZSQdkdDQ6NEkE8AIGkN4RoAV4AIuw8TH1rm+gAIAkCYhtsXA6/QAHjtvHK/tcmoLyPiL1497LUTHhgUAIJtADvD4pa/uDY062EuqObEUDgBymMQ4RsPKQ/tvkwC0qVlAtACgPQ2ZSWJwGL2C5Z2NQDetYjD/A3ifgCFewpraGhMLRT601ba1fMoqkU7M4F8Vfly9n2ey43qds4AXSc8QrgJwOcTFW4e4E6AAPCvX92AxTMrMTCaCdyXMxOg4HQXoGOc34OcB0EGc5wA7fmh0B2+Fyapfp6oVSglLXEJWSMmB/JLlg4IAAwRk1zNgPiC8h+pK62XzrxqaGhMElTMPt+mz0sZLLYXWU74Awrd//ue4Kq2w9t5GgAKNQGIvXOThWqnLu+kRYjfTS4nQN5MWSlwnJJQxDTQ2lBRUPlluR+v6iFzhRJVCWDAr1UopRDxaa8BCPgASCaAjMV8GgBIGgASVHWqut4aGhoa+TSDsvaQaxbz8TXbBGAfi0vZ9z+5AgMjuXOc2PcHO2iuS+KjK5rc9cz22vfGKUKlAfBS5Pp9AMK+ApEh+lMBS2N1fQsUdJyHBuA3X1mHeMRAZ+9o4LrdFwka3mCfYhSAP1WwGqXD/rUAEJAyZSdAy2KImqQsB2wQ2cUzHC1AfYU/97OGhkb5oNBdpooZ5dr0yUyF/xmUa+fN26svtOUoV2zf6P/4H39+FboHbUe8NfMb8JHlTdiyu9O97jm5hav5A97yPg1AuJ4i3AQQogFQJCA+H+1rvogLLw+ArA3g4/E2koVs7kvJBKAFAMnnT9YAENnOfjwMUHwpRQdAw6DQcp0aGhrTE15yn9yLvl0S2GOwLlMSmE8+5DUFiA9h/nMtDRVoaahwxhpsEpY3oFAfgJwaANEEIEYBBCKygn2eL/J9rwpRwzsWNBJMOmcfq/sqIf6vBYB8GgDALqiRzgTjVE3DHxoS09X/NDQ0xgGZJ3g+RfmdB88nCiA3M+JMn4QdrszkVWGAIX2F0GKGmADE4588tx9P7rI1EsVMp2tn7nO8MSSTjCuQCGGAPh+AEHq1AFBCkF8mHu/PQbAdRVSpgE3DEwI0NDTKG+cTBVDIPSr1Mq/ml4ypi4v5PdFzc0aVelo1VK54UCXlkdv74vtl4aBARi3ex0JMAE/s6sR+Jw8/A8O3rl+K0/0pb7yCkDImyLt0WcMhnTN8bckZJwSnSsUkBrosHYYx7QUA/pLZnv4sVAPAz4vvWEU0UlL2HA0NjakJOQqA/1+7sAGfX9fq5NhXY6I3xHLCHSKBGSsYJIdHwxidAIXzYi0Aca2NmuQ7/9GVsy+Iz1UgGoAJu3+QmqkLUQCFpCIooSAALQBwfh+PGMhks8FEQESImoZ7XnypK+ORgjx1NTQ0pg/Gs8OzHcyCQkDEMPAnV7aG3xfCVQX/QSVUNmtxLAB8am2+LAZMAGJYdMj9dn8s9FvxVd8LSQQUEyKsgnb58YN8aY7UkVzifMhzy++23O8q3AfAO186DEMLAM5LFjMNDCIb0AAQ7FARVSKgyrgJkD/Jg4aGhsaYobCf85TA+W5TMXrToIA5U0SYSl8cQ8wkNFbFYBoGUhkrtD0A/OKLV2JpU5XvftkJMAwiQwyLAhAZ80RmPgw46jmfTYOwfmEDdp3oy9ueMW9MUy0MsGhea0R0GxHtJiKLiNqK1W8+8InjBX3SilTApkHKVMAVMVt+iow1abeGhkbZogAzcABiDD0RuSmACjExcq2k7KBcyD3qRED2yasuasQj91yD1oaKvFEANYkIkk5633jExFWLZ6CpJi70l0NbIRyHOQH6NAAX0AmQ0/7Hu6/Gtz+23HUC5OOUKSAQmKAXDksEJKKUzMbF1ADsAvApAP9UxD7zgr9kpkFY0lSttCtFTQOjmYyvPWBrAAikvf81NDRcjGd55ylp5ZwAfG+RjKnXmHC7ukK1PwYnRpUznH1NHQUgnm+ojOFnX1gDAF4yIhZuAgiDTwMQyWECGCNDLURAc3f2zvM9M4CsAuAagPxjca+VDv8vngaAMfY+Y2xvsforFPwlM4jwh69dhTuuWhBoEzG8VMBMUksRhXvoamholA8u5MaN79jFLgjkmhfjkfA1xs0EqHieCNF+rfB1FtqF9xEWBZCLkfKxjfX7Yz4NgDpS4EJDjnIIagCcRECqVMAhzywlJ8Bpv3VVOW+IYAgvBlRKVZ00NDRKA+Nx8uJmRDf3j7MLl6MDCu1L5ZcknlHZrJUNA+3l8+pxqTDWb2XD4hnucXRCnQBFRz3Jqc/dpPud+Tjzl+k3iOzvQKEBmApOgDSxDhX0nwBmKy59lzH2R6dNO4C/ZIy9FfKMOwHc6XxcBmAsWoNGAF1jaD+VoGmbuihn+sqZNqC86Stn2oDypi8fbfMZYzPzPWRCBYBCkE8AOM9nv8UYKxkHw4mEpm3qopzpK2fagPKmr5xpA8qbvomibdqbADQ0NDQ0NKYjihkGeCsRHQOwAcDjRLSlWH1raGhoaGho+FG0MEDG2MMAHr7A3TxwgZ8/mdC0TV2UM33lTBtQ3vSVM21AedM3IbQV3QdAQ0NDQ0NDY/KhfQA0NDQ0NDSmIaaUAEBEh4noXSLaTkRvOeeUKYaJaAERDTtttxPRzyZv5PkRQtsPiWgPEe0kooeJqE5o/x0i2k9Ee4no+skbeWEYC31lMnd/7dC1nYieJqK5znkioh87c7eTiK6Y3NHnxxjp20REvcLc/e/JHX1uqGgTrv0lETEianQ+l8XcCddk+qb83BHRXxHRcYGGG4X25bBmKukb95rJGJsyfwAOA2iUzi2HnS+gHUCbcH4BgF2TPebzpO2jACLO8f0A7neOVwDYASAOYCGAAwDMyaZhAukrh7mrEY6/DuBnzvGNAJ6EnY1kPYDXJ3v8E0zfJgCPTfaYz4c253wLgC0AOvj1cpm7HPRN+bkD8Feww8zltuWyZobRN641c0ppAFRgJZpieCLAGHuaMeYk08ZrAOY5xzcD+B1jbJQxdgjAfgBrJ2OM54Mc9E15MMbEMmKV8BKY3Qzgl8zGawDqiCi82HuJIgd95YJ/APAt+Okqi7lzoKKvnFEWa+ZEY6oJAAzA00S0jeyMgfmwkIjeIaIXiGjjhR7ceSIfbX8Ge/cBAM0AjgrXjjnnShljoQ8og7kjoh8Q0VEAtwPg6tSymbsQ+gBgAxHtIKIniWhlsQc7RgRoI6KbABxnjO2Q2pbF3OWgD5jic+fgHsdE8y9EVO+cK4u5c6CiDxjPmjnZao4xqkTmOv9nwVbnXCtca4ffBBAHMMM5XgN78muKNdYJpu27sEMoedTGTwF8Xrj+cwCfnmwaJpC+spk75/x3APwf5/hxANcI154FsGayaZhA+moAVDnHNwLYN9njHyttAF4HUOucPwxPRV4Wc5eDvnKYuyYAJuzN7Q8A/IvTpizWzBz0jWvNnFIaAMbYCef/adgMI1SFw2xVT7dzvA22zWdpMcY5HoTRRkR3APgEgNuZM7uwpdcW4fZ5AE4Ub7Rjx1joK5e5E/AbAJ92jstm7gS49DHG+hhjA87xEwCi3MmsFKGg7UOwbcQ7iOgw7Pl5m4hmozzmLpS+Mpi7tYyxU4yxLGPMAvDP8N7Vcpi7UPrGu2ZOGQGAiCqJqJofw3Yg25Wj/UwiMp3jRQCWADhYjLGOFWG0EdENAP4ngJsYY0PCLY8A+BwRxYloIWza3ij2uAvFWOkrk7lbIjS7CcAe5/gRAP+VbKwH0MsYO1nUQY8BY6WPiGYT2eXOiGgt7DWmu7ijLgwhtL3JGJvFGFvAGFsAm3FcwRjrRHnMXSh9ZTB3uySfjFvh8YhyWTOV9I13zSxaJsAJQBOAh533MwLgN4yxp4joVgA/ATATdorh7Yyx62GrS+4jogyALIC7GGNnJ2ns+RBG237Yqp1nnGuvMcbuYoztJqKHALwHIAPgbsZYdpLGXgjGRB/KY+7+QETLAFiwPa3vcto/AVu9uh/AEIAvFn/IY8JY6fsMgK85czcM4HOC5qrUoKQtR/uymLsc7af83BHRr4joMtj288MAvgoAZbRmKunDONdMnQlQQ0NDQ0NjGmLKmAA0NDQ0NDQ0Jg5aANDQ0NDQ0JiG0AKAhoaGhobGNIQWADQ0NDQ0NKYhtACgoaGhoaExDaEFAA0NDQ0NjWkILQBoaGhoaGhMQ2gBQENDQ0NDYxri/wPdPIo3aGd3gQAAAABJRU5ErkJggg==\n",
+ "text/plain": [
+ "<Figure size 504x504 with 3 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ds = v.from_run(runNB) # load runNB\n",
+ "v.integrate(ds) # integrate over the non-dispersive dimension \n",
+ "v.removePolyBaseline(ds) # remove baseline\n",
+ "\n",
+ "xas = v.xas(ds, ds_ref, thickness=1, plot=True, xas_ylim=(-1, 3))\n",
+ "xas"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b70532bf",
+ "metadata": {},
+ "source": [
+ "The `xas` dataset created contains the averaged spectra of the reference `I0`, of the transmitted signal `It`, and the absorption coefficient -log(It / I0) / thickness. For each quantity, the standard deviation and standard error are calculated. The number of spectra used in the calculation are added as attributes."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "772d2173",
+ "metadata": {},
+ "source": [
+ "## Beam size measurement with knife-edge"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "8e0f26d8",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "proposal = 2953\n",
+ "fields = ['newton', 'chem_X'] # chem_X is the manipulator used to move a blade through the beam.\n",
+ "\n",
+ "runNB = 405\n",
+ "\n",
+ "v.set_params(fields=fields)\n",
+ "v.X_RANGE = slice(0, 1550)\n",
+ "v.Y_RANGE = slice(15, 90)\n",
+ "ds = v.from_run(runNB)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "feaae397",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "<matplotlib.collections.QuadMesh at 0x2aeb0cbfb828>"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.figure()\n",
+ "ds['newton'].mean(dim='trainId').plot(vmax=1000)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "d63308b2",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "fitting function: a*erfc(np.sqrt(2)*(x-x0)/w0) + b\n",
+ "w0 = (25.6 +/- 0.4) um\n",
+ "x0 = (-30.598 +/- 0.000) mm\n",
+ "a = 8.038647e+06 +/- 1.638269e+04 \n",
+ "b = 9.109166e+06 +/- 2.041594e+04 \n",
+ "fitting function: a*erfc(np.sqrt(2)*(x-x0)/w0) + b\n",
+ "w0 = (27.5 +/- 0.4) um\n",
+ "x0 = (-30.598 +/- 0.000) mm\n",
+ "a = 3.405624e+07 +/- 8.242170e+04 \n",
+ "b = 1.331917e+07 +/- 1.025471e+05 \n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "(0.02746726107164219, 0.0004455003530353428)"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 504x288 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 504x288 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "roi1 = [30, 430]\n",
+ "roi2 = [960, 1540]\n",
+ "ds['sum1'] = ds['newton'].isel(newt_x=slice(*roi1)).sum(dim=['newt_x', 'newt_y'])\n",
+ "ds['sum2'] = ds['newton'].isel(newt_x=slice(*roi2)).sum(dim=['newt_x', 'newt_y'])\n",
+ "tb.knife_edge(ds, axisKey='chem_X', signalKey='sum1', plot=True) # color 1\n",
+ "tb.knife_edge(ds, axisKey='chem_X', signalKey='sum2', plot=True) # color 2\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7218df4f",
+ "metadata": {},
+ "source": [
+ "## Energy calibration\n",
+ "\n",
+ "The `calibrate` method determines the calibration coefficients to translate the\n",
+ "camera pixels into energy in eV. The Viking spectrometer is calibrated\n",
+ "using the beamline monochromator: runs with various monochromatized\n",
+ "photon energy are recorded and their peak position on the detector are\n",
+ "determined by Gaussian fitting. The energy vs. position data is then\n",
+ "fitted to a second degree polynomial.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "3af3901e",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "energy calibration before: [0, 1, 0]\n",
+ "118\n",
+ "119\n",
+ "120\n",
+ "121\n",
+ "122\n",
+ "123\n",
+ "124\n",
+ "energy calibration after: [1.18294370e-05 8.08628533e-02 8.63298212e+02]\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 504x432 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "proposal = 2593\n",
+ "v = tb.Viking(proposal)\n",
+ "v.X_RANGE = slice(0, 1900)\n",
+ "v.Y_RANGE = slice(30, 75)\n",
+ "\n",
+ "print('energy calibration before:', v.ENERGY_CALIB)\n",
+ "runs = list(range(118,125))\n",
+ "\n",
+ "v.calibrate(runs, plot=True)\n",
+ "plt.xlim(750, 1250)\n",
+ "\n",
+ "print('energy calibration after:', v.ENERGY_CALIB)\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "xfel (Python 3.7)",
+ "language": "python",
+ "name": "xfel"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.7.3"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/doc/Azimuthal integration of DSSC with pyFAI.ipynb b/doc/Azimuthal integration of DSSC with pyFAI.ipynb
index 297124fc21c440a164d4db4ed2bb252d7152620e..6fb5a552c3a9fc81ce14de07b3d845c23554239f 100644
--- a/doc/Azimuthal integration of DSSC with pyFAI.ipynb
+++ b/doc/Azimuthal integration of DSSC with pyFAI.ipynb
@@ -68,25 +68,14 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "WARNING:silx.opencl.common:The module pyOpenCL has been imported but can't be used here\n"
+ "WARNING:silx.opencl.common:Unable to import pyOpenCl. Please install it from: https://pypi.org/project/pyopencl\n"
]
}
],
"source": [
- "import pyFAI.azimuthalIntegrator\n",
- "import pyFAI.detectors\n",
+ "from pyFAI.azimuthalIntegrator import AzimuthalIntegrator\n",
"\n",
- "dssc = pyFAI.detectors.Detector(204e-6, 236e-6)\n",
- "dssc.aliases = [\"DSSC1M\"]\n",
- "dssc.shape = (16*128, 512)\n",
- "dssc.mask = np.zeros((16*128, 512))\n",
- "dssc.IS_CONTIGUOUS = False\n",
- "dssc.IS_FLAT = True\n",
- "dssc.set_pixel_corners(geom.to_distortion_array())\n",
- "\n",
- "_, (center_y, center_x) = geom.position_modules_fast(np.zeros((16, 128, 512)))\n",
- "px_w, px_h = geom._pixel_shape\n",
- "ai = pyFAI.azimuthalIntegrator.AzimuthalIntegrator(detector = dssc, poni1=center_y * px_h, poni2=center_x * px_w)"
+ "ai = AzimuthalIntegrator(detector=geom.to_pyfai_detector()) "
]
},
{
@@ -141,6 +130,7 @@
"}\n",
"\n",
"html[theme=dark],\n",
+ "body[data-theme=dark],\n",
"body.vscode-dark {\n",
" --xr-font-color0: rgba(255, 255, 255, 1);\n",
" --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
@@ -153,7 +143,7 @@
"}\n",
"\n",
".xr-wrap {\n",
- " display: block;\n",
+ " display: block !important;\n",
" min-width: 300px;\n",
" max-width: 700px;\n",
"}\n",
@@ -370,6 +360,11 @@
" grid-column: 4;\n",
"}\n",
"\n",
+ ".xr-index-preview {\n",
+ " grid-column: 2 / 5;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
".xr-var-name,\n",
".xr-var-dims,\n",
".xr-var-dtype,\n",
@@ -391,14 +386,16 @@
"}\n",
"\n",
".xr-var-attrs,\n",
- ".xr-var-data {\n",
+ ".xr-var-data,\n",
+ ".xr-index-data {\n",
" display: none;\n",
" background-color: var(--xr-background-color) !important;\n",
" padding-bottom: 5px !important;\n",
"}\n",
"\n",
".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
- ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ ".xr-var-data-in:checked ~ .xr-var-data,\n",
+ ".xr-index-data-in:checked ~ .xr-index-data {\n",
" display: block;\n",
"}\n",
"\n",
@@ -408,13 +405,16 @@
"\n",
".xr-var-name span,\n",
".xr-var-data,\n",
+ ".xr-index-name div,\n",
+ ".xr-index-data,\n",
".xr-attrs {\n",
" padding-left: 25px !important;\n",
"}\n",
"\n",
".xr-attrs,\n",
".xr-var-attrs,\n",
- ".xr-var-data {\n",
+ ".xr-var-data,\n",
+ ".xr-index-data {\n",
" grid-column: 1 / -1;\n",
"}\n",
"\n",
@@ -425,7 +425,8 @@
" grid-template-columns: 125px auto;\n",
"}\n",
"\n",
- ".xr-attrs dt, dd {\n",
+ ".xr-attrs dt,\n",
+ ".xr-attrs dd {\n",
" padding: 0;\n",
" margin: 0;\n",
" float: left;\n",
@@ -451,7 +452,8 @@
"}\n",
"\n",
".xr-icon-database,\n",
- ".xr-icon-file-text2 {\n",
+ ".xr-icon-file-text2,\n",
+ ".xr-no-icon {\n",
" display: inline-block;\n",
" vertical-align: middle;\n",
" width: 1em;\n",
@@ -461,19 +463,20 @@
" fill: currentColor;\n",
"}\n",
"</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
- "Dimensions: (bin_nrj: 1, module: 16, pp: 1, pulse_slot: 2700, sa1_pId: 200, x: 512, y: 128)\n",
+ "Dimensions: (pp: 1, bin_nrj: 1, module: 16, y: 128, x: 512,\n",
+ " sa1_pId: 200, pulse_slot: 2700)\n",
"Coordinates:\n",
" * bin_nrj (bin_nrj) float64 780.0\n",
" * module (module) int64 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15\n",
" * pp (pp) object 'unpumped'\n",
" * sa1_pId (sa1_pId) int64 600 604 608 612 ... 1384 1388 1392 1396\n",
- "Dimensions without coordinates: pulse_slot, x, y\n",
+ "Dimensions without coordinates: y, x, pulse_slot\n",
"Data variables:\n",
" DSSC (pp, bin_nrj, module, y, x) float64 dask.array<chunksize=(1, 1, 1, 128, 512), meta=np.ndarray>\n",
" SCS_SA1 (module, bin_nrj, sa1_pId) float64 dask.array<chunksize=(1, 1, 200), meta=np.ndarray>\n",
" SCS_SA3 (module, pp, bin_nrj) float64 dask.array<chunksize=(1, 1, 1), meta=np.ndarray>\n",
" bunchPatternTable (module, bin_nrj, pulse_slot) float64 dask.array<chunksize=(1, 1, 2700), meta=np.ndarray>\n",
- " nrj (module, bin_nrj) float64 dask.array<chunksize=(1, 1), meta=np.ndarray></pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-b3b2d763-9f02-40ad-93ee-f5bad1c7bbe5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b3b2d763-9f02-40ad-93ee-f5bad1c7bbe5' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>bin_nrj</span>: 1</li><li><span class='xr-has-index'>module</span>: 16</li><li><span class='xr-has-index'>pp</span>: 1</li><li><span>pulse_slot</span>: 2700</li><li><span class='xr-has-index'>sa1_pId</span>: 200</li><li><span>x</span>: 512</li><li><span>y</span>: 128</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-a26c6bf0-df08-4a51-8f0d-33ffebbf9b89' class='xr-section-summary-in' type='checkbox' checked><label for='section-a26c6bf0-df08-4a51-8f0d-33ffebbf9b89' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>bin_nrj</span></div><div class='xr-var-dims'>(bin_nrj)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>780.0</div><input id='attrs-50fc4437-087a-467c-a442-e742d3b77f9f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-50fc4437-087a-467c-a442-e742d3b77f9f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6659fb50-2391-442b-b71a-da767924713d' class='xr-var-data-in' type='checkbox'><label for='data-6659fb50-2391-442b-b71a-da767924713d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([780.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>module</span></div><div class='xr-var-dims'>(module)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 10 11 12 13 14 15</div><input id='attrs-f7ceb32b-2071-4d5c-b8ab-5cb7c1840fa4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f7ceb32b-2071-4d5c-b8ab-5cb7c1840fa4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b91eeb67-4a33-4147-b293-e57b78cf30d1' class='xr-var-data-in' type='checkbox'><label for='data-b91eeb67-4a33-4147-b293-e57b78cf30d1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>pp</span></div><div class='xr-var-dims'>(pp)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>'unpumped'</div><input id='attrs-08e12348-4fbb-4193-a035-19163e10c6ad' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-08e12348-4fbb-4193-a035-19163e10c6ad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8c3a6851-a0de-4a25-a3f4-3c765e75b598' class='xr-var-data-in' type='checkbox'><label for='data-8c3a6851-a0de-4a25-a3f4-3c765e75b598' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(['unpumped'], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa1_pId</span></div><div class='xr-var-dims'>(sa1_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>600 604 608 612 ... 1388 1392 1396</div><input id='attrs-0614defe-ba26-46c6-bfb3-cccfe9361f66' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0614defe-ba26-46c6-bfb3-cccfe9361f66' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-91b32688-945c-4952-a142-80c26ea65ea3' class='xr-var-data-in' type='checkbox'><label for='data-91b32688-945c-4952-a142-80c26ea65ea3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 600, 604, 608, 612, 616, 620, 624, 628, 632, 636, 640, 644,\n",
+ " nrj (module, bin_nrj) float64 dask.array<chunksize=(1, 1), meta=np.ndarray></pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-425317ff-81e2-4861-9bd3-63dad02bc70a' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-425317ff-81e2-4861-9bd3-63dad02bc70a' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>pp</span>: 1</li><li><span class='xr-has-index'>bin_nrj</span>: 1</li><li><span class='xr-has-index'>module</span>: 16</li><li><span>y</span>: 128</li><li><span>x</span>: 512</li><li><span class='xr-has-index'>sa1_pId</span>: 200</li><li><span>pulse_slot</span>: 2700</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-dc785463-e95d-4333-aa3b-cd5fd817099f' class='xr-section-summary-in' type='checkbox' checked><label for='section-dc785463-e95d-4333-aa3b-cd5fd817099f' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>bin_nrj</span></div><div class='xr-var-dims'>(bin_nrj)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>780.0</div><input id='attrs-5018d1a6-2112-4a5b-9b56-df4250144235' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5018d1a6-2112-4a5b-9b56-df4250144235' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1d13d693-029b-44da-b2ab-29be8d759c29' class='xr-var-data-in' type='checkbox'><label for='data-1d13d693-029b-44da-b2ab-29be8d759c29' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([780.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>module</span></div><div class='xr-var-dims'>(module)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 10 11 12 13 14 15</div><input id='attrs-6b750214-3456-4dd3-b0ec-8cdc6335f00e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6b750214-3456-4dd3-b0ec-8cdc6335f00e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-db55ec28-b1dd-4778-8fa2-13fe849e9244' class='xr-var-data-in' type='checkbox'><label for='data-db55ec28-b1dd-4778-8fa2-13fe849e9244' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>pp</span></div><div class='xr-var-dims'>(pp)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>'unpumped'</div><input id='attrs-fec23a9a-cb13-4bd8-9fd4-4c1dcf1e63e2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fec23a9a-cb13-4bd8-9fd4-4c1dcf1e63e2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-24ed50d2-0e48-4e4e-afda-75e0a1dc5c33' class='xr-var-data-in' type='checkbox'><label for='data-24ed50d2-0e48-4e4e-afda-75e0a1dc5c33' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(['unpumped'], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa1_pId</span></div><div class='xr-var-dims'>(sa1_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>600 604 608 612 ... 1388 1392 1396</div><input id='attrs-da079ab6-536c-4647-b4cf-c5c09dda97f4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-da079ab6-536c-4647-b4cf-c5c09dda97f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bc3ff368-9231-4c0a-97c3-eeb641826238' class='xr-var-data-in' type='checkbox'><label for='data-bc3ff368-9231-4c0a-97c3-eeb641826238' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 600, 604, 608, 612, 616, 620, 624, 628, 632, 636, 640, 644,\n",
" 648, 652, 656, 660, 664, 668, 672, 676, 680, 684, 688, 692,\n",
" 696, 700, 704, 708, 712, 716, 720, 724, 728, 732, 736, 740,\n",
" 744, 748, 752, 756, 760, 764, 768, 772, 776, 780, 784, 788,\n",
@@ -489,23 +492,43 @@
" 1224, 1228, 1232, 1236, 1240, 1244, 1248, 1252, 1256, 1260, 1264, 1268,\n",
" 1272, 1276, 1280, 1284, 1288, 1292, 1296, 1300, 1304, 1308, 1312, 1316,\n",
" 1320, 1324, 1328, 1332, 1336, 1340, 1344, 1348, 1352, 1356, 1360, 1364,\n",
- " 1368, 1372, 1376, 1380, 1384, 1388, 1392, 1396])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-cd07fe8c-a88d-42dd-b2df-91ef3da29485' class='xr-section-summary-in' type='checkbox' checked><label for='section-cd07fe8c-a88d-42dd-b2df-91ef3da29485' class='xr-section-summary' >Data variables: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>DSSC</span></div><div class='xr-var-dims'>(pp, bin_nrj, module, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 1, 1, 128, 512), meta=np.ndarray></div><input id='attrs-d3212de9-81c7-4ad4-a70c-7b35daa068c1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d3212de9-81c7-4ad4-a70c-7b35daa068c1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7845952d-82e6-43e4-94b9-8e8886210fde' class='xr-var-data-in' type='checkbox'><label for='data-7845952d-82e6-43e4-94b9-8e8886210fde' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
- "<tr>\n",
- "<td>\n",
- "<table>\n",
- " <thead>\n",
- " <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
- " </thead>\n",
- " <tbody>\n",
- " <tr><th> Bytes </th><td> 8.39 MB </td> <td> 524.29 kB </td></tr>\n",
- " <tr><th> Shape </th><td> (1, 1, 16, 128, 512) </td> <td> (1, 1, 1, 128, 512) </td></tr>\n",
- " <tr><th> Count </th><td> 48 Tasks </td><td> 16 Chunks </td></tr>\n",
- " <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
- " </tbody>\n",
- "</table>\n",
- "</td>\n",
- "<td>\n",
- "<svg width=\"378\" height=\"111\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ " 1368, 1372, 1376, 1380, 1384, 1388, 1392, 1396])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6614e40e-7614-4199-a4f6-d1636f199228' class='xr-section-summary-in' type='checkbox' checked><label for='section-6614e40e-7614-4199-a4f6-d1636f199228' class='xr-section-summary' >Data variables: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>DSSC</span></div><div class='xr-var-dims'>(pp, bin_nrj, module, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 1, 1, 128, 512), meta=np.ndarray></div><input id='attrs-6523dd0d-adc8-489a-80ee-11dac370c898' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6523dd0d-adc8-489a-80ee-11dac370c898' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2b01a066-5ee8-4fd9-b0ac-722becae61e1' class='xr-var-data-in' type='checkbox'><label for='data-2b01a066-5ee8-4fd9-b0ac-722becae61e1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 8.00 MiB </td>\n",
+ " <td> 512.00 kiB </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (1, 1, 16, 128, 512) </td>\n",
+ " <td> (1, 1, 1, 128, 512) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 16 chunks in 33 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"378\" height=\"111\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
@@ -516,7 +539,7 @@
" <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"25\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"0.000000,0.000000 25.412617,0.000000 25.412617,25.412617 0.000000,25.412617\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Text -->\n",
" <text x=\"12.706308\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
@@ -547,7 +570,7 @@
" <line x1=\"113\" y1=\"18\" x2=\"113\" y2=\"61\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"95.000000,0.000000 113.608958,18.608958 113.608958,61.507754 95.000000,42.898796\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"95.0,0.0 113.60895834888393,18.608958348883927 113.60895834888393,61.50775387074596 95.0,42.89879552186203\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"95\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
@@ -573,7 +596,7 @@
" <line x1=\"215\" y1=\"0\" x2=\"233\" y2=\"18\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"95.000000,0.000000 215.000000,0.000000 233.608958,18.608958 113.608958,18.608958\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"95.0,0.0 215.0,0.0 233.60895834888393,18.608958348883927 113.60895834888393,18.608958348883927\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"113\" y1=\"18\" x2=\"233\" y2=\"18\" style=\"stroke-width:2\" />\n",
@@ -584,32 +607,52 @@
" <line x1=\"233\" y1=\"18\" x2=\"233\" y2=\"61\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"113.608958,18.608958 233.608958,18.608958 233.608958,61.507754 113.608958,61.507754\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"113.60895834888393,18.608958348883927 233.60895834888393,18.608958348883927 233.60895834888393,61.50775387074596 113.60895834888393,61.50775387074596\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Text -->\n",
" <text x=\"173.608958\" y=\"81.507754\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >512</text>\n",
" <text x=\"253.608958\" y=\"40.058356\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,253.608958,40.058356)\">128</text>\n",
" <text x=\"94.304479\" y=\"72.203275\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,94.304479,72.203275)\">16</text>\n",
"</svg>\n",
- "</td>\n",
- "</tr>\n",
- "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SCS_SA1</span></div><div class='xr-var-dims'>(module, bin_nrj, sa1_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 1, 200), meta=np.ndarray></div><input id='attrs-0a7df19d-9603-4b5c-bf67-6ca0d97ea9ef' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0a7df19d-9603-4b5c-bf67-6ca0d97ea9ef' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ba07e7fa-db36-4612-aa86-134ae562b6fd' class='xr-var-data-in' type='checkbox'><label for='data-ba07e7fa-db36-4612-aa86-134ae562b6fd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
- "<tr>\n",
- "<td>\n",
- "<table>\n",
- " <thead>\n",
- " <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
- " </thead>\n",
- " <tbody>\n",
- " <tr><th> Bytes </th><td> 25.60 kB </td> <td> 1.60 kB </td></tr>\n",
- " <tr><th> Shape </th><td> (16, 1, 200) </td> <td> (1, 1, 200) </td></tr>\n",
- " <tr><th> Count </th><td> 64 Tasks </td><td> 16 Chunks </td></tr>\n",
- " <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
- " </tbody>\n",
- "</table>\n",
- "</td>\n",
- "<td>\n",
- "<svg width=\"201\" height=\"97\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SCS_SA1</span></div><div class='xr-var-dims'>(module, bin_nrj, sa1_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 1, 200), meta=np.ndarray></div><input id='attrs-009f1b3e-cf9c-4ba9-a335-cbea3a5e85ed' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-009f1b3e-cf9c-4ba9-a335-cbea3a5e85ed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-21d68bb4-aa70-4c38-9581-7425e261e04c' class='xr-var-data-in' type='checkbox'><label for='data-21d68bb4-aa70-4c38-9581-7425e261e04c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 25.00 kiB </td>\n",
+ " <td> 1.56 kiB </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (16, 1, 200) </td>\n",
+ " <td> (1, 1, 200) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 16 chunks in 49 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"201\" height=\"97\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"10\" y1=\"0\" x2=\"31\" y2=\"21\" style=\"stroke-width:2\" />\n",
@@ -635,7 +678,7 @@
" <line x1=\"31\" y1=\"21\" x2=\"31\" y2=\"47\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"10.000000,0.000000 31.956808,21.956808 31.956808,47.369425 10.000000,25.412617\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"10.0,0.0 31.95680805845671,21.95680805845671 31.95680805845671,47.3694245730392 10.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
@@ -661,7 +704,7 @@
" <line x1=\"130\" y1=\"0\" x2=\"151\" y2=\"21\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"10.000000,0.000000 130.000000,0.000000 151.956808,21.956808 31.956808,21.956808\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"10.0,0.0 130.0,0.0 151.95680805845672,21.95680805845671 31.95680805845671,21.95680805845671\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"31\" y1=\"21\" x2=\"151\" y2=\"21\" style=\"stroke-width:2\" />\n",
@@ -672,32 +715,52 @@
" <line x1=\"151\" y1=\"21\" x2=\"151\" y2=\"47\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"31.956808,21.956808 151.956808,21.956808 151.956808,47.369425 31.956808,47.369425\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"31.95680805845671,21.95680805845671 151.95680805845672,21.95680805845671 151.95680805845672,47.3694245730392 31.95680805845671,47.3694245730392\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Text -->\n",
" <text x=\"91.956808\" y=\"67.369425\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >200</text>\n",
" <text x=\"171.956808\" y=\"34.663116\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,171.956808,34.663116)\">1</text>\n",
" <text x=\"10.978404\" y=\"56.391021\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,10.978404,56.391021)\">16</text>\n",
"</svg>\n",
- "</td>\n",
- "</tr>\n",
- "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SCS_SA3</span></div><div class='xr-var-dims'>(module, pp, bin_nrj)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 1, 1), meta=np.ndarray></div><input id='attrs-a609738a-8eb0-45c5-a029-a9364ac1d31a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a609738a-8eb0-45c5-a029-a9364ac1d31a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-621b386d-5057-4ffb-87de-3d46def04dd4' class='xr-var-data-in' type='checkbox'><label for='data-621b386d-5057-4ffb-87de-3d46def04dd4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
- "<tr>\n",
- "<td>\n",
- "<table>\n",
- " <thead>\n",
- " <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
- " </thead>\n",
- " <tbody>\n",
- " <tr><th> Bytes </th><td> 128 B </td> <td> 8 B </td></tr>\n",
- " <tr><th> Shape </th><td> (16, 1, 1) </td> <td> (1, 1, 1) </td></tr>\n",
- " <tr><th> Count </th><td> 64 Tasks </td><td> 16 Chunks </td></tr>\n",
- " <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
- " </tbody>\n",
- "</table>\n",
- "</td>\n",
- "<td>\n",
- "<svg width=\"166\" height=\"156\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SCS_SA3</span></div><div class='xr-var-dims'>(module, pp, bin_nrj)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 1, 1), meta=np.ndarray></div><input id='attrs-e8968211-2960-4607-b094-c8cdf51db4b7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e8968211-2960-4607-b094-c8cdf51db4b7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6b1b3273-8eca-4d19-9d8c-160ba20dbd11' class='xr-var-data-in' type='checkbox'><label for='data-6b1b3273-8eca-4d19-9d8c-160ba20dbd11' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 128 B </td>\n",
+ " <td> 8 B </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (16, 1, 1) </td>\n",
+ " <td> (1, 1, 1) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 16 chunks in 49 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"166\" height=\"156\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"10\" y1=\"0\" x2=\"80\" y2=\"70\" style=\"stroke-width:2\" />\n",
@@ -723,7 +786,7 @@
" <line x1=\"80\" y1=\"70\" x2=\"80\" y2=\"106\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"10.000000,0.000000 80.588235,70.588235 80.588235,106.447783 10.000000,35.859547\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"10.0,0.0 80.58823529411765,70.58823529411765 80.58823529411765,106.4477826433264 10.0,35.85954734920875\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"10\" y1=\"0\" x2=\"45\" y2=\"0\" style=\"stroke-width:2\" />\n",
@@ -749,7 +812,7 @@
" <line x1=\"45\" y1=\"0\" x2=\"116\" y2=\"70\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"10.000000,0.000000 45.859547,0.000000 116.447783,70.588235 80.588235,70.588235\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"10.0,0.0 45.85954734920875,0.0 116.4477826433264,70.58823529411765 80.58823529411765,70.58823529411765\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"80\" y1=\"70\" x2=\"116\" y2=\"70\" style=\"stroke-width:2\" />\n",
@@ -760,32 +823,52 @@
" <line x1=\"116\" y1=\"70\" x2=\"116\" y2=\"106\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"80.588235,70.588235 116.447783,70.588235 116.447783,106.447783 80.588235,106.447783\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"80.58823529411765,70.58823529411765 116.4477826433264,70.58823529411765 116.4477826433264,106.4477826433264 80.58823529411765,106.4477826433264\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Text -->\n",
" <text x=\"98.518009\" y=\"126.447783\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
" <text x=\"136.447783\" y=\"88.518009\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,136.447783,88.518009)\">1</text>\n",
" <text x=\"35.294118\" y=\"91.153665\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,35.294118,91.153665)\">16</text>\n",
"</svg>\n",
- "</td>\n",
- "</tr>\n",
- "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(module, bin_nrj, pulse_slot)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 1, 2700), meta=np.ndarray></div><input id='attrs-342e2988-277c-4798-8e9e-de0f39bef966' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-342e2988-277c-4798-8e9e-de0f39bef966' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-16086997-532a-4dc8-a375-5bc6b40f76ec' class='xr-var-data-in' type='checkbox'><label for='data-16086997-532a-4dc8-a375-5bc6b40f76ec' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
- "<tr>\n",
- "<td>\n",
- "<table>\n",
- " <thead>\n",
- " <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
- " </thead>\n",
- " <tbody>\n",
- " <tr><th> Bytes </th><td> 345.60 kB </td> <td> 21.60 kB </td></tr>\n",
- " <tr><th> Shape </th><td> (16, 1, 2700) </td> <td> (1, 1, 2700) </td></tr>\n",
- " <tr><th> Count </th><td> 64 Tasks </td><td> 16 Chunks </td></tr>\n",
- " <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
- " </tbody>\n",
- "</table>\n",
- "</td>\n",
- "<td>\n",
- "<svg width=\"194\" height=\"90\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(module, bin_nrj, pulse_slot)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 1, 2700), meta=np.ndarray></div><input id='attrs-59bf65fd-2396-4390-9298-36ba3d9381f3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-59bf65fd-2396-4390-9298-36ba3d9381f3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-14e9e5bc-1c66-4b82-a6ff-a2d68bed56d1' class='xr-var-data-in' type='checkbox'><label for='data-14e9e5bc-1c66-4b82-a6ff-a2d68bed56d1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 337.50 kiB </td>\n",
+ " <td> 21.09 kiB </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (16, 1, 2700) </td>\n",
+ " <td> (1, 1, 2700) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 16 chunks in 49 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"194\" height=\"90\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
@@ -811,7 +894,7 @@
" <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"40\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"10.000000,0.000000 24.948598,14.948598 24.948598,40.361214 10.000000,25.412617\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,40.36121446433689 10.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
@@ -837,7 +920,7 @@
" <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"10.000000,0.000000 130.000000,0.000000 144.948598,14.948598 24.948598,14.948598\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
@@ -848,32 +931,52 @@
" <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"40\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"24.948598,14.948598 144.948598,14.948598 144.948598,40.361214 24.948598,40.361214\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,40.36121446433689 24.9485979497544,40.36121446433689\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Text -->\n",
" <text x=\"84.948598\" y=\"60.361214\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >2700</text>\n",
" <text x=\"164.948598\" y=\"27.654906\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,164.948598,27.654906)\">1</text>\n",
" <text x=\"7.474299\" y=\"52.886915\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,52.886915)\">16</text>\n",
"</svg>\n",
- "</td>\n",
- "</tr>\n",
- "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nrj</span></div><div class='xr-var-dims'>(module, bin_nrj)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 1), meta=np.ndarray></div><input id='attrs-13d30771-4a5a-486d-82ee-2026928e3da3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-13d30771-4a5a-486d-82ee-2026928e3da3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f1e80bed-617c-4535-8360-1396093e297f' class='xr-var-data-in' type='checkbox'><label for='data-f1e80bed-617c-4535-8360-1396093e297f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
- "<tr>\n",
- "<td>\n",
- "<table>\n",
- " <thead>\n",
- " <tr><td> </td><th> Array </th><th> Chunk </th></tr>\n",
- " </thead>\n",
- " <tbody>\n",
- " <tr><th> Bytes </th><td> 128 B </td> <td> 8 B </td></tr>\n",
- " <tr><th> Shape </th><td> (16, 1) </td> <td> (1, 1) </td></tr>\n",
- " <tr><th> Count </th><td> 64 Tasks </td><td> 16 Chunks </td></tr>\n",
- " <tr><th> Type </th><td> float64 </td><td> numpy.ndarray </td></tr>\n",
- " </tbody>\n",
- "</table>\n",
- "</td>\n",
- "<td>\n",
- "<svg width=\"85\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nrj</span></div><div class='xr-var-dims'>(module, bin_nrj)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 1), meta=np.ndarray></div><input id='attrs-0ad7269a-e21b-4a38-9b71-d4e85c8c9c27' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0ad7269a-e21b-4a38-9b71-d4e85c8c9c27' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5954b624-07a6-4a48-ac3f-3d6c7b851a50' class='xr-var-data-in' type='checkbox'><label for='data-5954b624-07a6-4a48-ac3f-3d6c7b851a50' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 128 B </td>\n",
+ " <td> 8 B </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (16, 1) </td>\n",
+ " <td> (1, 1) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 16 chunks in 49 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"85\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"0\" y1=\"0\" x2=\"35\" y2=\"0\" style=\"stroke-width:2\" />\n",
@@ -899,25 +1002,29 @@
" <line x1=\"35\" y1=\"0\" x2=\"35\" y2=\"120\" style=\"stroke-width:2\" />\n",
"\n",
" <!-- Colored Rectangle -->\n",
- " <polygon points=\"0.000000,0.000000 35.859547,0.000000 35.859547,120.000000 0.000000,120.000000\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ " <polygon points=\"0.0,0.0 35.85954734920875,0.0 35.85954734920875,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
"\n",
" <!-- Text -->\n",
" <text x=\"17.929774\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1</text>\n",
" <text x=\"55.859547\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,55.859547,60.000000)\">16</text>\n",
"</svg>\n",
- "</td>\n",
- "</tr>\n",
- "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-5be7ccf4-77d8-43c1-a7cf-17c5f89adea2' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5be7ccf4-77d8-43c1-a7cf-17c5f89adea2' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+ " </td>\n",
+ " </tr>\n",
+ "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-5bb9aa99-e767-4147-8c55-a734cff763f5' class='xr-section-summary-in' type='checkbox' ><label for='section-5bb9aa99-e767-4147-8c55-a734cff763f5' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>bin_nrj</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-11fe2d66-3516-453d-99db-27a275c04321' class='xr-index-data-in' type='checkbox'/><label for='index-11fe2d66-3516-453d-99db-27a275c04321' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([780.0], dtype='float64', name='bin_nrj'))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>module</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-3ae13113-e51e-4ba5-a875-1bed8431c0a9' class='xr-index-data-in' type='checkbox'/><label for='index-3ae13113-e51e-4ba5-a875-1bed8431c0a9' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Int64Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15], dtype='int64', name='module'))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>pp</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-51a289b7-49f4-4ad6-9e05-f0c88ff49e17' class='xr-index-data-in' type='checkbox'/><label for='index-51a289b7-49f4-4ad6-9e05-f0c88ff49e17' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index(['unpumped'], dtype='object', name='pp'))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>sa1_pId</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-5c16d6bd-304d-4a50-a4cd-624396a49b9e' class='xr-index-data-in' type='checkbox'/><label for='index-5c16d6bd-304d-4a50-a4cd-624396a49b9e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Int64Index([ 600, 604, 608, 612, 616, 620, 624, 628, 632, 636,\n",
+ " ...\n",
+ " 1360, 1364, 1368, 1372, 1376, 1380, 1384, 1388, 1392, 1396],\n",
+ " dtype='int64', name='sa1_pId', length=200))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d47b5a26-85d8-48cf-8ffb-877c4fc1abbe' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d47b5a26-85d8-48cf-8ffb-877c4fc1abbe' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
],
"text/plain": [
"<xarray.Dataset>\n",
- "Dimensions: (bin_nrj: 1, module: 16, pp: 1, pulse_slot: 2700, sa1_pId: 200, x: 512, y: 128)\n",
+ "Dimensions: (pp: 1, bin_nrj: 1, module: 16, y: 128, x: 512,\n",
+ " sa1_pId: 200, pulse_slot: 2700)\n",
"Coordinates:\n",
" * bin_nrj (bin_nrj) float64 780.0\n",
" * module (module) int64 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15\n",
" * pp (pp) object 'unpumped'\n",
" * sa1_pId (sa1_pId) int64 600 604 608 612 ... 1384 1388 1392 1396\n",
- "Dimensions without coordinates: pulse_slot, x, y\n",
+ "Dimensions without coordinates: y, x, pulse_slot\n",
"Data variables:\n",
" DSSC (pp, bin_nrj, module, y, x) float64 dask.array<chunksize=(1, 1, 1, 128, 512), meta=np.ndarray>\n",
" SCS_SA1 (module, bin_nrj, sa1_pId) float64 dask.array<chunksize=(1, 1, 200), meta=np.ndarray>\n",
@@ -972,7 +1079,7 @@
{
"data": {
"text/plain": [
- "<matplotlib.patches.Circle at 0x2b263bf22278>"
+ "<matplotlib.patches.Circle at 0x2ba9de743190>"
]
},
"execution_count": 6,
@@ -981,14 +1088,12 @@
},
{
"data": {
- "image/png": "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\n",
+ "image/png": "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\n",
"text/plain": [
- "<Figure size 720x720 with 2 Axes>"
+ "<Figure size 1000x1000 with 2 Axes>"
]
},
- "metadata": {
- "needs_background": "light"
- },
+ "metadata": {},
"output_type": "display_data"
}
],
@@ -1020,14 +1125,12 @@
"outputs": [
{
"data": {
- "image/png": "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\n",
+ "image/png": "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\n",
"text/plain": [
- "<Figure size 1080x720 with 4 Axes>"
+ "<Figure size 1500x1000 with 4 Axes>"
]
},
- "metadata": {
- "needs_background": "light"
- },
+ "metadata": {},
"output_type": "display_data"
}
],
@@ -1077,7 +1180,7 @@
{
"data": {
"text/plain": [
- "<matplotlib.legend.Legend at 0x2b273b0cc940>"
+ "<matplotlib.legend.Legend at 0x2babe9cdf4c0>"
]
},
"execution_count": 9,
@@ -1086,14 +1189,12 @@
},
{
"data": {
- "image/png": "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\n",
+ "image/png": "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\n",
"text/plain": [
- "<Figure size 432x288 with 1 Axes>"
+ "<Figure size 640x480 with 1 Axes>"
]
},
- "metadata": {
- "needs_background": "light"
- },
+ "metadata": {},
"output_type": "display_data"
}
],
@@ -1130,9 +1231,9 @@
],
"metadata": {
"kernelspec": {
- "display_name": "xfel (Python 3.7)",
+ "display_name": "xfel (202301)",
"language": "python",
- "name": "xfel"
+ "name": "xfel-202301"
},
"language_info": {
"codemirror_mode": {
@@ -1144,7 +1245,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.7.3"
+ "version": "3.9.16"
},
"nbsphinx": {
"execute": "never"
diff --git a/doc/BOZ analysis part I.a Correction determination.ipynb b/doc/BOZ analysis part I.a Correction determination.ipynb
index 9eec20b4c3053c2a0dfb440fe664b4ed9cae731f..210e1da287630942288737945b170cc537f222b5 100644
--- a/doc/BOZ analysis part I.a Correction determination.ipynb
+++ b/doc/BOZ analysis part I.a Correction determination.ipynb
@@ -3,15 +3,31 @@
{
"cell_type": "code",
"execution_count": 1,
- "metadata": {},
+ "id": "f93f44af",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:01:32.643295Z",
+ "iopub.status.busy": "2023-04-12T15:01:32.642916Z",
+ "iopub.status.idle": "2023-04-12T15:01:34.866944Z",
+ "shell.execute_reply": "2023-04-12T15:01:34.866338Z"
+ },
+ "papermill": {
+ "duration": 2.238464,
+ "end_time": "2023-04-12T15:01:34.868376",
+ "exception": false,
+ "start_time": "2023-04-12T15:01:32.629912",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "dask: 2.11.0\n",
- "Physical memory: 504 Gb\n",
- "/home/lleguy/notebooks/ToolBox/src/toolbox_scs/__init__.py\n"
+ "dask: 2023.3.2\n",
+ "Physical memory: 754 Gb\n",
+ "/home/lleguy/notebooks/ToolBox-git/src/toolbox_scs/__init__.py\n"
]
}
],
@@ -44,13 +60,29 @@
{
"cell_type": "code",
"execution_count": 2,
- "metadata": {},
+ "id": "f0d3c755",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:01:34.887316Z",
+ "iopub.status.busy": "2023-04-12T15:01:34.886846Z",
+ "iopub.status.idle": "2023-04-12T15:01:34.890401Z",
+ "shell.execute_reply": "2023-04-12T15:01:34.889869Z"
+ },
+ "papermill": {
+ "duration": 0.013357,
+ "end_time": "2023-04-12T15:01:34.891715",
+ "exception": false,
+ "start_time": "2023-04-12T15:01:34.878358",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "/gpfs/exfel/sw/software/xfel_anaconda3/1.1.2/bin/python\n"
+ "/gpfs/exfel/u/scratch/SCS/202301/p003423/envs/toolbox_p003423-gpu/bin/python\n"
]
}
],
@@ -62,7 +94,23 @@
{
"cell_type": "code",
"execution_count": 3,
- "metadata": {},
+ "id": "4e9cffce",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:01:34.907755Z",
+ "iopub.status.busy": "2023-04-12T15:01:34.907500Z",
+ "iopub.status.idle": "2023-04-12T15:01:35.051907Z",
+ "shell.execute_reply": "2023-04-12T15:01:35.051346Z"
+ },
+ "papermill": {
+ "duration": 0.153979,
+ "end_time": "2023-04-12T15:01:35.053303",
+ "exception": false,
+ "start_time": "2023-04-12T15:01:34.899324",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [],
"source": [
"%load_ext autoreload\n",
@@ -72,7 +120,17 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "be781580",
+ "metadata": {
+ "papermill": {
+ "duration": 0.007598,
+ "end_time": "2023-04-12T15:01:35.068883",
+ "exception": false,
+ "start_time": "2023-04-12T15:01:35.061285",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"# Create parameters object"
]
@@ -80,7 +138,21 @@
{
"cell_type": "code",
"execution_count": 4,
+ "id": "3509cc1e",
"metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:01:35.084952Z",
+ "iopub.status.busy": "2023-04-12T15:01:35.084685Z",
+ "iopub.status.idle": "2023-04-12T15:01:35.223919Z",
+ "shell.execute_reply": "2023-04-12T15:01:35.223304Z"
+ },
+ "papermill": {
+ "duration": 0.148986,
+ "end_time": "2023-04-12T15:01:35.225443",
+ "exception": false,
+ "start_time": "2023-04-12T15:01:35.076457",
+ "status": "completed"
+ },
"tags": [
"parameters"
]
@@ -92,8 +164,9 @@
"run = 614\n",
"module = 15\n",
"gain = 3\n",
- "sat_level = 500\n",
- "rois_th = 4\n",
+ "drop_intra_darks = True\n",
+ "sat_level = 490\n",
+ "rois_th = 0.08\n",
"ff_prod_th = 350\n",
"ff_ratio_th = 0.75"
]
@@ -101,16 +174,82 @@
{
"cell_type": "code",
"execution_count": 5,
- "metadata": {},
+ "id": "eb15948e",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:01:35.241981Z",
+ "iopub.status.busy": "2023-04-12T15:01:35.241711Z",
+ "iopub.status.idle": "2023-04-12T15:01:35.379672Z",
+ "shell.execute_reply": "2023-04-12T15:01:35.379127Z"
+ },
+ "papermill": {
+ "duration": 0.147613,
+ "end_time": "2023-04-12T15:01:35.380983",
+ "exception": false,
+ "start_time": "2023-04-12T15:01:35.233370",
+ "status": "completed"
+ },
+ "tags": [
+ "injected-parameters"
+ ]
+ },
"outputs": [],
"source": [
- "params = boz.parameters(proposal=proposal, darkrun=darkrun, run=run, module=module, gain=gain)"
+ "# Parameters\n",
+ "proposal = 2937\n",
+ "darkrun = 615\n",
+ "run = 614\n",
+ "module = 15\n",
+ "gain = 3.0\n",
+ "rois_th = 0.18\n",
+ "sat_level = 500\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
- "metadata": {},
+ "id": "044dd818",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:01:35.397281Z",
+ "iopub.status.busy": "2023-04-12T15:01:35.397033Z",
+ "iopub.status.idle": "2023-04-12T15:01:35.559143Z",
+ "shell.execute_reply": "2023-04-12T15:01:35.558525Z"
+ },
+ "papermill": {
+ "duration": 0.171936,
+ "end_time": "2023-04-12T15:01:35.560732",
+ "exception": false,
+ "start_time": "2023-04-12T15:01:35.388796",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "params = boz.parameters(proposal=proposal, darkrun=darkrun, run=run, module=module, gain=gain, drop_intra_darks=drop_intra_darks)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "95a5c6dd",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:01:35.612436Z",
+ "iopub.status.busy": "2023-04-12T15:01:35.612086Z",
+ "iopub.status.idle": "2023-04-12T15:01:35.756909Z",
+ "shell.execute_reply": "2023-04-12T15:01:35.756353Z"
+ },
+ "papermill": {
+ "duration": 0.154885,
+ "end_time": "2023-04-12T15:01:35.758174",
+ "exception": false,
+ "start_time": "2023-04-12T15:01:35.603289",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"name": "stdout",
@@ -132,18 +271,35 @@
},
{
"cell_type": "code",
- "execution_count": 7,
- "metadata": {},
+ "execution_count": 8,
+ "id": "97e6a356",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:01:35.774685Z",
+ "iopub.status.busy": "2023-04-12T15:01:35.774412Z",
+ "iopub.status.idle": "2023-04-12T15:01:35.911788Z",
+ "shell.execute_reply": "2023-04-12T15:01:35.911271Z"
+ },
+ "papermill": {
+ "duration": 0.146976,
+ "end_time": "2023-04-12T15:01:35.913052",
+ "exception": false,
+ "start_time": "2023-04-12T15:01:35.766076",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "proposal:2937 darkrun:615 run:614 module:15 gain:3 ph/bin\n",
+ "proposal:2937 darkrun:615 run:614 module:15 gain:3.0 ph/bin\n",
+ "drop intra darks:True\n",
"mask:None\n",
"rois threshold: None\n",
"rois: None\n",
- "flat field p: None prod:(5.0, inf) ratio:(-inf, 1.2)\n",
+ "flat-field p: None prod:(5.0, inf) ratio:(-inf, 1.2)\n",
"plane guess fit: None\n",
"use hexagons: False\n",
"enforce mirror symmetry: True\n",
@@ -158,38 +314,665 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "f41a6b32",
+ "metadata": {
+ "papermill": {
+ "duration": 0.007748,
+ "end_time": "2023-04-12T15:01:35.928682",
+ "exception": false,
+ "start_time": "2023-04-12T15:01:35.920934",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"# Load data persistently"
]
},
{
"cell_type": "code",
- "execution_count": 8,
- "metadata": {},
- "outputs": [],
+ "execution_count": 9,
+ "id": "c8109cfe",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:01:35.945120Z",
+ "iopub.status.busy": "2023-04-12T15:01:35.944875Z",
+ "iopub.status.idle": "2023-04-12T15:02:23.977950Z",
+ "shell.execute_reply": "2023-04-12T15:02:23.977179Z"
+ },
+ "papermill": {
+ "duration": 48.043409,
+ "end_time": "2023-04-12T15:02:23.979862",
+ "exception": false,
+ "start_time": "2023-04-12T15:01:35.936453",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/gpfs/exfel/u/scratch/SCS/202301/p003423/envs/toolbox_p003423-gpu/lib/python3.9/site-packages/IPython/core/interactiveshell.py:3460: PerformanceWarning: Reshaping is producing a large chunk. To accept the large\n",
+ "chunk and silence this warning, set the option\n",
+ " >>> with dask.config.set(**{'array.slicing.split_large_chunks': False}):\n",
+ " ... array.reshape(shape)\n",
+ "\n",
+ "To avoid creating the large chunks, set the option\n",
+ " >>> with dask.config.set(**{'array.slicing.split_large_chunks': True}):\n",
+ " ... array.reshape(shape)Explictly passing ``limit`` to ``reshape`` will also silence this warning\n",
+ " >>> array.reshape(shape, limit='128 MiB')\n",
+ " exec(code_obj, self.user_global_ns, self.user_ns)\n",
+ "/gpfs/exfel/u/scratch/SCS/202301/p003423/envs/toolbox_p003423-gpu/lib/python3.9/site-packages/IPython/core/interactiveshell.py:3460: PerformanceWarning: Reshaping is producing a large chunk. To accept the large\n",
+ "chunk and silence this warning, set the option\n",
+ " >>> with dask.config.set(**{'array.slicing.split_large_chunks': False}):\n",
+ " ... array.reshape(shape)\n",
+ "\n",
+ "To avoid creating the large chunks, set the option\n",
+ " >>> with dask.config.set(**{'array.slicing.split_large_chunks': True}):\n",
+ " ... array.reshape(shape)Explictly passing ``limit`` to ``reshape`` will also silence this warning\n",
+ " >>> array.reshape(shape, limit='128 MiB')\n",
+ " exec(code_obj, self.user_global_ns, self.user_ns)\n"
+ ]
+ }
+ ],
"source": [
"params.dask_load_persistently()"
]
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "22e79e64",
+ "metadata": {
+ "papermill": {
+ "duration": 0.008063,
+ "end_time": "2023-04-12T15:02:24.000112",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:23.992049",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "source": [
+ "## Slice the data by trainId if the number of pulses is large"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "40723873",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:24.017360Z",
+ "iopub.status.busy": "2023-04-12T15:02:24.016996Z",
+ "iopub.status.idle": "2023-04-12T15:02:24.174127Z",
+ "shell.execute_reply": "2023-04-12T15:02:24.173551Z"
+ },
+ "papermill": {
+ "duration": 0.167312,
+ "end_time": "2023-04-12T15:02:24.175426",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:24.008114",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 1.74 GiB </td>\n",
+ " <td> 510.00 MiB </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (712, 20, 128, 512) </td>\n",
+ " <td> (204, 20, 128, 512) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 4 chunks in 2 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> uint16 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"534\" height=\"109\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"34\" y1=\"0\" x2=\"34\" y2=\"25\" />\n",
+ " <line x1=\"68\" y1=\"0\" x2=\"68\" y2=\"25\" />\n",
+ " <line x1=\"103\" y1=\"0\" x2=\"103\" y2=\"25\" />\n",
+ " <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >712</text>\n",
+ " <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">1</text>\n",
+ "\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"190\" y1=\"0\" x2=\"208\" y2=\"18\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"190\" y1=\"41\" x2=\"208\" y2=\"59\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"190\" y1=\"0\" x2=\"190\" y2=\"41\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"208\" y1=\"18\" x2=\"208\" y2=\"59\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"190.0,0.0 208.23419530404675,18.234195304046736 208.23419530404675,59.781323792997696 190.0,41.54712848895096\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"190\" y1=\"0\" x2=\"276\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"208\" y1=\"18\" x2=\"294\" y2=\"18\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"190\" y1=\"0\" x2=\"208\" y2=\"18\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"276\" y1=\"0\" x2=\"294\" y2=\"18\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"190.0,0.0 276.29213483146066,0.0 294.5263301355074,18.234195304046736 208.23419530404675,18.234195304046736\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"208\" y1=\"18\" x2=\"294\" y2=\"18\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"208\" y1=\"59\" x2=\"294\" y2=\"59\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"208\" y1=\"18\" x2=\"208\" y2=\"59\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"294\" y1=\"18\" x2=\"294\" y2=\"59\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"208.23419530404675,18.234195304046736 294.5263301355074,18.234195304046736 294.5263301355074,59.781323792997696 208.23419530404675,59.781323792997696\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"251.380263\" y=\"79.781324\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >512</text>\n",
+ " <text x=\"314.526330\" y=\"39.007760\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,314.526330,39.007760)\">128</text>\n",
+ " <text x=\"189.117098\" y=\"70.664226\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,189.117098,70.664226)\">20</text>\n",
+ "</svg>\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table>"
+ ],
+ "text/plain": [
+ "dask.array<rechunk-merge, shape=(712, 20, 128, 512), dtype=uint16, chunksize=(204, 20, 128, 512), chunktype=numpy.ndarray>"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "params.arr_dark"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "5a259439",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:24.193077Z",
+ "iopub.status.busy": "2023-04-12T15:02:24.192809Z",
+ "iopub.status.idle": "2023-04-12T15:02:24.360586Z",
+ "shell.execute_reply": "2023-04-12T15:02:24.360073Z"
+ },
+ "papermill": {
+ "duration": 0.17809,
+ "end_time": "2023-04-12T15:02:24.361961",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:24.183871",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "# keep only 1Gb of data\n",
+ "N = int(1*1024**3/(params.arr_dark.shape[1]*128*512*2))\n",
+ "SLICE = slice(0, N)\n",
+ "params.arr_dark = params.arr_dark[SLICE]\n",
+ "params.tid_dark = params.tid_dark[SLICE]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "d5ec2f8b",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:24.380050Z",
+ "iopub.status.busy": "2023-04-12T15:02:24.379794Z",
+ "iopub.status.idle": "2023-04-12T15:02:24.528629Z",
+ "shell.execute_reply": "2023-04-12T15:02:24.528135Z"
+ },
+ "papermill": {
+ "duration": 0.159106,
+ "end_time": "2023-04-12T15:02:24.529899",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:24.370793",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 5.19 GiB </td>\n",
+ " <td> 510.00 MiB </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (2124, 20, 128, 512) </td>\n",
+ " <td> (204, 20, 128, 512) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 11 chunks in 2 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> uint16 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"487\" height=\"100\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"11\" y1=\"0\" x2=\"11\" y2=\"25\" />\n",
+ " <line x1=\"23\" y1=\"0\" x2=\"23\" y2=\"25\" />\n",
+ " <line x1=\"34\" y1=\"0\" x2=\"34\" y2=\"25\" />\n",
+ " <line x1=\"46\" y1=\"0\" x2=\"46\" y2=\"25\" />\n",
+ " <line x1=\"57\" y1=\"0\" x2=\"57\" y2=\"25\" />\n",
+ " <line x1=\"69\" y1=\"0\" x2=\"69\" y2=\"25\" />\n",
+ " <line x1=\"80\" y1=\"0\" x2=\"80\" y2=\"25\" />\n",
+ " <line x1=\"92\" y1=\"0\" x2=\"92\" y2=\"25\" />\n",
+ " <line x1=\"103\" y1=\"0\" x2=\"103\" y2=\"25\" />\n",
+ " <line x1=\"115\" y1=\"0\" x2=\"115\" y2=\"25\" />\n",
+ " <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >2124</text>\n",
+ " <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">1</text>\n",
+ "\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"190\" y1=\"0\" x2=\"204\" y2=\"14\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"190\" y1=\"35\" x2=\"204\" y2=\"50\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"190\" y1=\"0\" x2=\"190\" y2=\"35\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"204\" y1=\"14\" x2=\"204\" y2=\"50\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"190.0,0.0 204.9485979497544,14.948597949754403 204.9485979497544,50.58778373738558 190.0,35.63918578763118\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"190\" y1=\"0\" x2=\"232\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"204\" y1=\"14\" x2=\"247\" y2=\"14\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"190\" y1=\"0\" x2=\"204\" y2=\"14\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"232\" y1=\"0\" x2=\"247\" y2=\"14\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"190.0,0.0 232.76105744021692,0.0 247.70965538997132,14.948597949754403 204.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"204\" y1=\"14\" x2=\"247\" y2=\"14\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"204\" y1=\"50\" x2=\"247\" y2=\"50\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"204\" y1=\"14\" x2=\"204\" y2=\"50\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"247\" y1=\"14\" x2=\"247\" y2=\"50\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"204.9485979497544,14.948597949754403 247.70965538997132,14.948597949754403 247.70965538997132,50.58778373738558 204.9485979497544,50.58778373738558\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"226.329127\" y=\"70.587784\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >512</text>\n",
+ " <text x=\"267.709655\" y=\"32.768191\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,267.709655,32.768191)\">128</text>\n",
+ " <text x=\"187.474299\" y=\"63.113485\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,187.474299,63.113485)\">20</text>\n",
+ "</svg>\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table>"
+ ],
+ "text/plain": [
+ "dask.array<rechunk-merge, shape=(2124, 20, 128, 512), dtype=uint16, chunksize=(204, 20, 128, 512), chunktype=numpy.ndarray>"
+ ]
+ },
+ "execution_count": 12,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "params.arr"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "5dda15f2",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:24.547879Z",
+ "iopub.status.busy": "2023-04-12T15:02:24.547634Z",
+ "iopub.status.idle": "2023-04-12T15:02:24.690425Z",
+ "shell.execute_reply": "2023-04-12T15:02:24.689940Z"
+ },
+ "papermill": {
+ "duration": 0.153155,
+ "end_time": "2023-04-12T15:02:24.691695",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:24.538540",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "# keep only 4Gb of data\n",
+ "N = int(4*1024**3/(params.arr.shape[1]*128*512*2))\n",
+ "SLICE = slice(0, N)\n",
+ "params.arr = params.arr[SLICE]\n",
+ "params.tid = params.tid[SLICE]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "7e4cd9a2",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:24.709657Z",
+ "iopub.status.busy": "2023-04-12T15:02:24.709404Z",
+ "iopub.status.idle": "2023-04-12T15:02:24.855320Z",
+ "shell.execute_reply": "2023-04-12T15:02:24.854843Z"
+ },
+ "papermill": {
+ "duration": 0.156267,
+ "end_time": "2023-04-12T15:02:24.856599",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:24.700332",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 4.00 GiB </td>\n",
+ " <td> 510.00 MiB </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (1638, 20, 128, 512) </td>\n",
+ " <td> (204, 20, 128, 512) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 9 chunks in 3 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> uint16 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"489\" height=\"102\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"14\" y1=\"0\" x2=\"14\" y2=\"25\" />\n",
+ " <line x1=\"29\" y1=\"0\" x2=\"29\" y2=\"25\" />\n",
+ " <line x1=\"44\" y1=\"0\" x2=\"44\" y2=\"25\" />\n",
+ " <line x1=\"59\" y1=\"0\" x2=\"59\" y2=\"25\" />\n",
+ " <line x1=\"74\" y1=\"0\" x2=\"74\" y2=\"25\" />\n",
+ " <line x1=\"89\" y1=\"0\" x2=\"89\" y2=\"25\" />\n",
+ " <line x1=\"104\" y1=\"0\" x2=\"104\" y2=\"25\" />\n",
+ " <line x1=\"119\" y1=\"0\" x2=\"119\" y2=\"25\" />\n",
+ " <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >1638</text>\n",
+ " <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">1</text>\n",
+ "\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"190\" y1=\"0\" x2=\"205\" y2=\"15\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"190\" y1=\"37\" x2=\"205\" y2=\"52\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"190\" y1=\"0\" x2=\"190\" y2=\"37\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"205\" y1=\"15\" x2=\"205\" y2=\"52\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"190.0,0.0 205.52590505707474,15.525905057074723 205.52590505707474,52.71537324304165 190.0,37.18946818596692\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"190\" y1=\"0\" x2=\"233\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"205\" y1=\"15\" x2=\"249\" y2=\"15\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"190\" y1=\"0\" x2=\"205\" y2=\"15\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"233\" y1=\"0\" x2=\"249\" y2=\"15\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"190.0,0.0 233.68050742921008,0.0 249.20641248628482,15.525905057074723 205.52590505707474,15.525905057074723\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"205\" y1=\"15\" x2=\"249\" y2=\"15\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"205\" y1=\"52\" x2=\"249\" y2=\"52\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"205\" y1=\"15\" x2=\"205\" y2=\"52\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"249\" y1=\"15\" x2=\"249\" y2=\"52\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"205.52590505707474,15.525905057074723 249.20641248628482,15.525905057074723 249.20641248628482,52.71537324304165 205.52590505707474,52.71537324304165\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"227.366159\" y=\"72.715373\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >512</text>\n",
+ " <text x=\"269.206412\" y=\"34.120639\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,269.206412,34.120639)\">128</text>\n",
+ " <text x=\"187.762953\" y=\"64.952421\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,187.762953,64.952421)\">20</text>\n",
+ "</svg>\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table>"
+ ],
+ "text/plain": [
+ "dask.array<getitem, shape=(1638, 20, 128, 512), dtype=uint16, chunksize=(204, 20, 128, 512), chunktype=numpy.ndarray>"
+ ]
+ },
+ "execution_count": 14,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "params.arr"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "86378a73",
+ "metadata": {
+ "papermill": {
+ "duration": 0.008672,
+ "end_time": "2023-04-12T15:02:24.874110",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:24.865438",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "source": [
+ "# Use GPU"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "34b5434f",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:24.892342Z",
+ "iopub.status.busy": "2023-04-12T15:02:24.892101Z",
+ "iopub.status.idle": "2023-04-12T15:02:33.119572Z",
+ "shell.execute_reply": "2023-04-12T15:02:33.118853Z"
+ },
+ "papermill": {
+ "duration": 8.238766,
+ "end_time": "2023-04-12T15:02:33.121603",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:24.882837",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "dask.config.set(scheduler=\"single-threaded\")\n",
+ "params.use_gpu()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c03b0cc8",
+ "metadata": {
+ "papermill": {
+ "duration": 0.008967,
+ "end_time": "2023-04-12T15:02:33.143376",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:33.134409",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"# Dark run inspection"
]
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "2ec95eb1",
+ "metadata": {
+ "papermill": {
+ "duration": 0.008727,
+ "end_time": "2023-04-12T15:02:33.161100",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:33.152373",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"The aim is to check dark level and extract bad pixel map."
]
},
{
"cell_type": "code",
- "execution_count": 9,
- "metadata": {},
+ "execution_count": 16,
+ "id": "a635f4c7",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:33.179921Z",
+ "iopub.status.busy": "2023-04-12T15:02:33.179581Z",
+ "iopub.status.idle": "2023-04-12T15:02:33.489739Z",
+ "shell.execute_reply": "2023-04-12T15:02:33.489144Z"
+ },
+ "papermill": {
+ "duration": 0.321303,
+ "end_time": "2023-04-12T15:02:33.491205",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:33.169902",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [],
"source": [
"dark = boz.average_module(params.arr_dark).compute()"
@@ -197,46 +980,77 @@
},
{
"cell_type": "code",
- "execution_count": 10,
- "metadata": {},
+ "execution_count": 17,
+ "id": "1eab1489",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:33.510292Z",
+ "iopub.status.busy": "2023-04-12T15:02:33.510015Z",
+ "iopub.status.idle": "2023-04-12T15:02:33.657975Z",
+ "shell.execute_reply": "2023-04-12T15:02:33.657473Z"
+ },
+ "papermill": {
+ "duration": 0.158866,
+ "end_time": "2023-04-12T15:02:33.659242",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:33.500376",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"data": {
"text/plain": [
- "40.9749822713016"
+ "array(40.97503102)"
]
},
- "execution_count": 10,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "pedestal = np.mean(dark)\n",
+ "pedestal = boz.ensure_on_host(np.mean(dark))\n",
"pedestal"
]
},
{
"cell_type": "code",
- "execution_count": 11,
- "metadata": {},
+ "execution_count": 18,
+ "id": "7ef134fd",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:33.678110Z",
+ "iopub.status.busy": "2023-04-12T15:02:33.677858Z",
+ "iopub.status.idle": "2023-04-12T15:02:40.234290Z",
+ "shell.execute_reply": "2023-04-12T15:02:40.233748Z"
+ },
+ "papermill": {
+ "duration": 6.569537,
+ "end_time": "2023-04-12T15:02:40.237851",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:33.668314",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"data": {
- "image/png": "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\n",
+ "image/png": "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",
"text/plain": [
- "<Figure size 504x194.4 with 6 Axes>"
+ "<Figure size 700x270 with 6 Axes>"
]
},
- "metadata": {
- "needs_background": "light"
- },
+ "metadata": {},
"output_type": "display_data"
}
],
"source": [
"mean_th = (pedestal-12, pedestal+15)\n",
- "f = boz.inspect_dark(params.arr_dark, mean_th=mean_th)\n",
+ "f = boz.inspect_dark(boz.ensure_on_host(params.arr_dark),\n",
+ " mean_th=mean_th)\n",
"f.suptitle(f'p:{params.proposal} d:{params.darkrun}')\n",
"fname = path + prefix + '-inspect_dark.png'\n",
"f.savefig(fname, dpi=300) "
@@ -244,8 +1058,24 @@
},
{
"cell_type": "code",
- "execution_count": 12,
- "metadata": {},
+ "execution_count": 19,
+ "id": "ac5addf8",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:40.265022Z",
+ "iopub.status.busy": "2023-04-12T15:02:40.264748Z",
+ "iopub.status.idle": "2023-04-12T15:02:40.533425Z",
+ "shell.execute_reply": "2023-04-12T15:02:40.532893Z"
+ },
+ "papermill": {
+ "duration": 0.28285,
+ "end_time": "2023-04-12T15:02:40.534712",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:40.251862",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"name": "stdout",
@@ -262,19 +1092,36 @@
},
{
"cell_type": "code",
- "execution_count": 13,
- "metadata": {},
+ "execution_count": 20,
+ "id": "c67f301d",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:40.560007Z",
+ "iopub.status.busy": "2023-04-12T15:02:40.559751Z",
+ "iopub.status.idle": "2023-04-12T15:02:40.705946Z",
+ "shell.execute_reply": "2023-04-12T15:02:40.705427Z"
+ },
+ "papermill": {
+ "duration": 0.160209,
+ "end_time": "2023-04-12T15:02:40.707196",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:40.546987",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "proposal:2937 darkrun:615 run:614 module:15 gain:3 ph/bin\n",
- "mean threshold:(28.9749822713016, 55.9749822713016) std threshold:(None, None)\n",
+ "proposal:2937 darkrun:615 run:614 module:15 gain:3.0 ph/bin\n",
+ "drop intra darks:True\n",
+ "mean threshold:(28.975031015633952, 55.97503101563395) std threshold:(None, None)\n",
"mask:(#12) [[15, 437], [36, 477], [43, 506], [59, 215], [61, 215], [63, 28], [71, 451], [76, 302], [80, 223], [80, 224], [108, 185], [125, 296]]\n",
"rois threshold: None\n",
"rois: None\n",
- "flat field p: None prod:(5.0, inf) ratio:(-inf, 1.2)\n",
+ "flat-field p: None prod:(5.0, inf) ratio:(-inf, 1.2)\n",
"plane guess fit: None\n",
"use hexagons: False\n",
"enforce mirror symmetry: True\n",
@@ -289,44 +1136,94 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "dd9c743e",
+ "metadata": {
+ "papermill": {
+ "duration": 0.011991,
+ "end_time": "2023-04-12T15:02:40.731379",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:40.719388",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"# Veto pattern check"
]
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "5fef9e83",
+ "metadata": {
+ "papermill": {
+ "duration": 0.012037,
+ "end_time": "2023-04-12T15:02:40.755562",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:40.743525",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"Check potential veto pattern issue"
]
},
{
"cell_type": "code",
- "execution_count": 14,
- "metadata": {},
+ "execution_count": 21,
+ "id": "b5a5328d",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:40.780539Z",
+ "iopub.status.busy": "2023-04-12T15:02:40.780287Z",
+ "iopub.status.idle": "2023-04-12T15:02:41.093677Z",
+ "shell.execute_reply": "2023-04-12T15:02:41.093165Z"
+ },
+ "papermill": {
+ "duration": 0.32738,
+ "end_time": "2023-04-12T15:02:41.094959",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:40.767579",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [],
"source": [
"data = boz.average_module(params.arr, dark=dark).compute()\n",
- "pp = data.mean(axis=(1,2)) # pulseId resolved mean\n",
- "dataM = data.mean(axis=0) # mean over pulseId"
+ "pp = boz.ensure_on_host(data.mean(axis=(1,2))) # pulseId resolved mean\n",
+ "dataM = boz.ensure_on_host(data.mean(axis=0)) # mean over pulseId"
]
},
{
"cell_type": "code",
- "execution_count": 15,
- "metadata": {},
+ "execution_count": 22,
+ "id": "0884ffc2",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:41.120311Z",
+ "iopub.status.busy": "2023-04-12T15:02:41.120060Z",
+ "iopub.status.idle": "2023-04-12T15:02:41.701772Z",
+ "shell.execute_reply": "2023-04-12T15:02:41.701220Z"
+ },
+ "papermill": {
+ "duration": 0.59576,
+ "end_time": "2023-04-12T15:02:41.703051",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:41.107291",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"data": {
- "image/png": "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\n",
+ "image/png": "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",
"text/plain": [
- "<Figure size 432x288 with 1 Axes>"
+ "<Figure size 640x480 with 1 Axes>"
]
},
- "metadata": {
- "needs_background": "light"
- },
+ "metadata": {},
"output_type": "display_data"
}
],
@@ -341,8 +1238,24 @@
},
{
"cell_type": "code",
- "execution_count": 16,
- "metadata": {},
+ "execution_count": 23,
+ "id": "d8da075d",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:41.729677Z",
+ "iopub.status.busy": "2023-04-12T15:02:41.729400Z",
+ "iopub.status.idle": "2023-04-12T15:02:41.876495Z",
+ "shell.execute_reply": "2023-04-12T15:02:41.876005Z"
+ },
+ "papermill": {
+ "duration": 0.161693,
+ "end_time": "2023-04-12T15:02:41.877732",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:41.716039",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"data": {
@@ -350,7 +1263,7 @@
"'\\nthreshold = 5\\nif False:\\n params.arr = params.arr[:, pp > threshold, :, :]\\n params.arr_dark = params.arr_dark[:, pp > threshold, :, :]\\n dark = boz.average_module(params.arr_dark).compute()\\n data = boz.average_module(params.arr, dark=dark).compute()\\n dataM = data.mean(axis=0) # mean over pulseId\\n'"
]
},
- "execution_count": 16,
+ "execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
@@ -370,35 +1283,75 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "3230a98b",
+ "metadata": {
+ "papermill": {
+ "duration": 0.012742,
+ "end_time": "2023-04-12T15:02:41.903414",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:41.890672",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"# Histogram"
]
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": 24,
+ "id": "fb476ab2",
"metadata": {
- "scrolled": false
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:02:41.929850Z",
+ "iopub.status.busy": "2023-04-12T15:02:41.929583Z",
+ "iopub.status.idle": "2023-04-12T15:03:04.026181Z",
+ "shell.execute_reply": "2023-04-12T15:03:04.025641Z"
+ },
+ "papermill": {
+ "duration": 22.111516,
+ "end_time": "2023-04-12T15:03:04.027720",
+ "exception": false,
+ "start_time": "2023-04-12T15:02:41.916204",
+ "status": "completed"
+ },
+ "scrolled": false,
+ "tags": []
},
"outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/lleguy/notebooks/ToolBox-git/src/toolbox_scs/routines/boz.py:598: PerformanceWarning: Reshaping is producing a large chunk. To accept the large\n",
+ "chunk and silence this warning, set the option\n",
+ " >>> with dask.config.set(**{'array.slicing.split_large_chunks': False}):\n",
+ " ... array.reshape(shape)\n",
+ "\n",
+ "To avoid creating the large chunks, set the option\n",
+ " >>> with dask.config.set(**{'array.slicing.split_large_chunks': True}):\n",
+ " ... array.reshape(shape)Explictly passing ``limit`` to ``reshape`` will also silence this warning\n",
+ " >>> array.reshape(shape, limit='128 MiB')\n",
+ " h = ensure_on_host(histogram_module(arr, mask=mask))\n"
+ ]
+ },
{
"data": {
- "image/png": "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\n",
+ "image/png": "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",
"text/plain": [
- "<Figure size 432x216 with 1 Axes>"
+ "<Figure size 600x300 with 1 Axes>"
]
},
- "metadata": {
- "needs_background": "light"
- },
+ "metadata": {},
"output_type": "display_data"
}
],
"source": [
- "h, f = boz.inspect_histogram(params.arr,\n",
- " params.arr_dark,\n",
- " mask=params.get_mask() #, extra_lines=True\n",
+ "h, f = boz.inspect_histogram(boz.ensure_on_host(params.arr),\n",
+ " boz.ensure_on_host(params.arr_dark),\n",
+ " mask=boz.ensure_on_host(params.get_mask())\n",
+ " #, extra_lines=True\n",
" )\n",
"f.suptitle(f'p:{params.proposal} r:{params.run} d:{params.darkrun}')\n",
"f.savefig(path+prefix+'-histogram.png', dpi=300)"
@@ -406,15 +1359,41 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "2873c189",
+ "metadata": {
+ "papermill": {
+ "duration": 0.013576,
+ "end_time": "2023-04-12T15:03:04.056733",
+ "exception": false,
+ "start_time": "2023-04-12T15:03:04.043157",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"# ROIs extraction"
]
},
{
"cell_type": "code",
- "execution_count": 18,
- "metadata": {},
+ "execution_count": 25,
+ "id": "f29f0907",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:03:04.084526Z",
+ "iopub.status.busy": "2023-04-12T15:03:04.084246Z",
+ "iopub.status.idle": "2023-04-12T15:03:04.417751Z",
+ "shell.execute_reply": "2023-04-12T15:03:04.417206Z"
+ },
+ "papermill": {
+ "duration": 0.348974,
+ "end_time": "2023-04-12T15:03:04.419109",
+ "exception": false,
+ "start_time": "2023-04-12T15:03:04.070135",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [],
"source": [
"params.rois_th = rois_th\n",
@@ -423,19 +1402,36 @@
},
{
"cell_type": "code",
- "execution_count": 19,
- "metadata": {},
+ "execution_count": 26,
+ "id": "c97c7570",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:03:04.447087Z",
+ "iopub.status.busy": "2023-04-12T15:03:04.446829Z",
+ "iopub.status.idle": "2023-04-12T15:03:04.592951Z",
+ "shell.execute_reply": "2023-04-12T15:03:04.592398Z"
+ },
+ "papermill": {
+ "duration": 0.161501,
+ "end_time": "2023-04-12T15:03:04.594205",
+ "exception": false,
+ "start_time": "2023-04-12T15:03:04.432704",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "proposal:2937 darkrun:615 run:614 module:15 gain:3 ph/bin\n",
- "mean threshold:(28.9749822713016, 55.9749822713016) std threshold:(None, None)\n",
+ "proposal:2937 darkrun:615 run:614 module:15 gain:3.0 ph/bin\n",
+ "drop intra darks:True\n",
+ "mean threshold:(28.975031015633952, 55.97503101563395) std threshold:(None, None)\n",
"mask:(#12) [[15, 437], [36, 477], [43, 506], [59, 215], [61, 215], [63, 28], [71, 451], [76, 302], [80, 223], [80, 224], [108, 185], [125, 296]]\n",
- "rois threshold: 4\n",
- "rois: {'b0': {'xl': 0, 'xh': 64, 'yl': 0, 'yh': 23}, 'b1': {'xl': 64, 'xh': 128, 'yl': 0, 'yh': 23}, 'b2': {'xl': 128, 'xh': 192, 'yl': 0, 'yh': 23}, 'b3': {'xl': 192, 'xh': 256, 'yl': 0, 'yh': 23}, 'b8': {'xl': 0, 'xh': 64, 'yl': 105, 'yh': 128}, 'b9': {'xl': 64, 'xh': 128, 'yl': 105, 'yh': 128}, 'b10': {'xl': 128, 'xh': 192, 'yl': 105, 'yh': 128}, 'b11': {'xl': 192, 'xh': 256, 'yl': 105, 'yh': 128}, 'n': {'xl': 12, 'xh': 89, 'yl': 23, 'yh': 105}, '0': {'xl': 89, 'xh': 167, 'yl': 23, 'yh': 105}, 'p': {'xl': 167, 'xh': 245, 'yl': 23, 'yh': 105}, 'sat': {'xl': 12, 'xh': 245, 'yl': 23, 'yh': 105}, '0X': {'xl': 12, 'xh': 64, 'yl': 23, 'yh': 64}, '1X1': {'xl': 64, 'xh': 89, 'yl': 23, 'yh': 64}, '1X2': {'xl': 89, 'xh': 128, 'yl': 23, 'yh': 64}, '2X1': {'xl': 128, 'xh': 167, 'yl': 23, 'yh': 64}, '2X2': {'xl': 167, 'xh': 192, 'yl': 23, 'yh': 64}, '3X': {'xl': 192, 'xh': 245, 'yl': 23, 'yh': 64}, '8X': {'xl': 12, 'xh': 64, 'yl': 64, 'yh': 105}, '9X1': {'xl': 64, 'xh': 89, 'yl': 64, 'yh': 105}, '9X2': {'xl': 89, 'xh': 128, 'yl': 64, 'yh': 105}, '10X1': {'xl': 128, 'xh': 167, 'yl': 64, 'yh': 105}, '10X2': {'xl': 167, 'xh': 192, 'yl': 64, 'yh': 105}, '11X': {'xl': 192, 'xh': 245, 'yl': 64, 'yh': 105}}\n",
- "flat field p: None prod:(5.0, inf) ratio:(-inf, 1.2)\n",
+ "rois threshold: 0.18\n",
+ "rois: {'n': {'xl': 12, 'xh': 89, 'yl': 22, 'yh': 105}, '0': {'xl': 89, 'xh': 167, 'yl': 22, 'yh': 105}, 'p': {'xl': 167, 'xh': 244, 'yl': 22, 'yh': 105}, 'sat': {'xl': 12, 'xh': 244, 'yl': 22, 'yh': 105}}\n",
+ "flat-field p: None prod:(5.0, inf) ratio:(-inf, 1.2)\n",
"plane guess fit: None\n",
"use hexagons: False\n",
"enforce mirror symmetry: True\n",
@@ -450,19 +1446,41 @@
},
{
"cell_type": "code",
- "execution_count": 20,
- "metadata": {},
+ "execution_count": 27,
+ "id": "99a34f07",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:03:04.622244Z",
+ "iopub.status.busy": "2023-04-12T15:03:04.621986Z",
+ "iopub.status.idle": "2023-04-12T15:03:05.375503Z",
+ "shell.execute_reply": "2023-04-12T15:03:05.374916Z"
+ },
+ "papermill": {
+ "duration": 0.769113,
+ "end_time": "2023-04-12T15:03:05.376960",
+ "exception": false,
+ "start_time": "2023-04-12T15:03:04.607847",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/lleguy/notebooks/ToolBox-git/src/toolbox_scs/routines/boz.py:767: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3. Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading']. This will become an error two minor releases later.\n",
+ " main_ax.pcolormesh(Xs, Ys, np.flipud(data_mean[:, :256]),\n"
+ ]
+ },
{
"data": {
- "image/png": "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\n",
+ "image/png": "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",
"text/plain": [
- "<Figure size 360x216 with 4 Axes>"
+ "<Figure size 500x300 with 3 Axes>"
]
},
- "metadata": {
- "needs_background": "light"
- },
+ "metadata": {},
"output_type": "display_data"
}
],
@@ -473,53 +1491,116 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "781bbdc0",
+ "metadata": {
+ "papermill": {
+ "duration": 0.01526,
+ "end_time": "2023-04-12T15:03:05.409683",
+ "exception": false,
+ "start_time": "2023-04-12T15:03:05.394423",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"# Flat field extraction"
]
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "7b3a7269",
+ "metadata": {
+ "papermill": {
+ "duration": 0.015156,
+ "end_time": "2023-04-12T15:03:05.440046",
+ "exception": false,
+ "start_time": "2023-04-12T15:03:05.424890",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"The first step is to compute a good average image, this mean remove saturated shots and ignoring bad pixels"
]
},
{
"cell_type": "code",
- "execution_count": 21,
- "metadata": {},
+ "execution_count": 28,
+ "id": "cfa0bf2b",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:03:05.471417Z",
+ "iopub.status.busy": "2023-04-12T15:03:05.471125Z",
+ "iopub.status.idle": "2023-04-12T15:03:05.817153Z",
+ "shell.execute_reply": "2023-04-12T15:03:05.816553Z"
+ },
+ "papermill": {
+ "duration": 0.363442,
+ "end_time": "2023-04-12T15:03:05.818500",
+ "exception": false,
+ "start_time": "2023-04-12T15:03:05.455058",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [],
"source": [
"params.sat_level = sat_level\n",
"res = boz.average_module(params.arr, dark=dark,\n",
" ret='mean', mask=params.get_mask(), sat_roi=params.rois['sat'],\n",
" sat_level=params.sat_level)\n",
- "avg = res.compute().mean(axis=0)"
+ "avg = res.mean(axis=0).compute()"
]
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "cbd6cc9c",
+ "metadata": {
+ "papermill": {
+ "duration": 0.015187,
+ "end_time": "2023-04-12T15:03:05.849157",
+ "exception": false,
+ "start_time": "2023-04-12T15:03:05.833970",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"The second step is from that good average image to fit the plane field on n/0 and p/0 rois. We have to make sure that the rois have same width."
]
},
{
"cell_type": "code",
- "execution_count": 22,
- "metadata": {},
+ "execution_count": 29,
+ "id": "af9c633f",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:03:05.880691Z",
+ "iopub.status.busy": "2023-04-12T15:03:05.880394Z",
+ "iopub.status.idle": "2023-04-12T15:03:06.027755Z",
+ "shell.execute_reply": "2023-04-12T15:03:06.027193Z"
+ },
+ "papermill": {
+ "duration": 0.164633,
+ "end_time": "2023-04-12T15:03:06.029036",
+ "exception": false,
+ "start_time": "2023-04-12T15:03:05.864403",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "proposal:2937 darkrun:615 run:614 module:15 gain:3 ph/bin\n",
- "mean threshold:(28.9749822713016, 55.9749822713016) std threshold:(None, None)\n",
+ "proposal:2937 darkrun:615 run:614 module:15 gain:3.0 ph/bin\n",
+ "drop intra darks:True\n",
+ "mean threshold:(28.975031015633952, 55.97503101563395) std threshold:(None, None)\n",
"mask:(#12) [[15, 437], [36, 477], [43, 506], [59, 215], [61, 215], [63, 28], [71, 451], [76, 302], [80, 223], [80, 224], [108, 185], [125, 296]]\n",
- "rois threshold: 4\n",
- "rois: {'b0': {'xl': 0, 'xh': 64, 'yl': 0, 'yh': 23}, 'b1': {'xl': 64, 'xh': 128, 'yl': 0, 'yh': 23}, 'b2': {'xl': 128, 'xh': 192, 'yl': 0, 'yh': 23}, 'b3': {'xl': 192, 'xh': 256, 'yl': 0, 'yh': 23}, 'b8': {'xl': 0, 'xh': 64, 'yl': 105, 'yh': 128}, 'b9': {'xl': 64, 'xh': 128, 'yl': 105, 'yh': 128}, 'b10': {'xl': 128, 'xh': 192, 'yl': 105, 'yh': 128}, 'b11': {'xl': 192, 'xh': 256, 'yl': 105, 'yh': 128}, 'n': {'xl': 12, 'xh': 89, 'yl': 23, 'yh': 105}, '0': {'xl': 89, 'xh': 167, 'yl': 23, 'yh': 105}, 'p': {'xl': 167, 'xh': 245, 'yl': 23, 'yh': 105}, 'sat': {'xl': 12, 'xh': 245, 'yl': 23, 'yh': 105}, '0X': {'xl': 12, 'xh': 64, 'yl': 23, 'yh': 64}, '1X1': {'xl': 64, 'xh': 89, 'yl': 23, 'yh': 64}, '1X2': {'xl': 89, 'xh': 128, 'yl': 23, 'yh': 64}, '2X1': {'xl': 128, 'xh': 167, 'yl': 23, 'yh': 64}, '2X2': {'xl': 167, 'xh': 192, 'yl': 23, 'yh': 64}, '3X': {'xl': 192, 'xh': 245, 'yl': 23, 'yh': 64}, '8X': {'xl': 12, 'xh': 64, 'yl': 64, 'yh': 105}, '9X1': {'xl': 64, 'xh': 89, 'yl': 64, 'yh': 105}, '9X2': {'xl': 89, 'xh': 128, 'yl': 64, 'yh': 105}, '10X1': {'xl': 128, 'xh': 167, 'yl': 64, 'yh': 105}, '10X2': {'xl': 167, 'xh': 192, 'yl': 64, 'yh': 105}, '11X': {'xl': 192, 'xh': 245, 'yl': 64, 'yh': 105}}\n",
- "flat field p: None prod:(5.0, inf) ratio:(-inf, 1.2)\n",
+ "rois threshold: 0.18\n",
+ "rois: {'n': {'xl': 12, 'xh': 89, 'yl': 22, 'yh': 105}, '0': {'xl': 89, 'xh': 167, 'yl': 22, 'yh': 105}, 'p': {'xl': 167, 'xh': 244, 'yl': 22, 'yh': 105}, 'sat': {'xl': 12, 'xh': 244, 'yl': 22, 'yh': 105}}\n",
+ "flat-field p: None prod:(5.0, inf) ratio:(-inf, 1.2)\n",
"plane guess fit: None\n",
"use hexagons: False\n",
"enforce mirror symmetry: False\n",
@@ -542,70 +1623,94 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "b6e7e4b5",
+ "metadata": {
+ "papermill": {
+ "duration": 0.015277,
+ "end_time": "2023-04-12T15:03:06.059875",
+ "exception": false,
+ "start_time": "2023-04-12T15:03:06.044598",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"## Refining flat field"
]
},
{
"cell_type": "code",
- "execution_count": 23,
- "metadata": {},
+ "execution_count": 30,
+ "id": "8c9756b4",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:03:06.091271Z",
+ "iopub.status.busy": "2023-04-12T15:03:06.091009Z",
+ "iopub.status.idle": "2023-04-12T15:07:29.692952Z",
+ "shell.execute_reply": "2023-04-12T15:07:29.692301Z"
+ },
+ "papermill": {
+ "duration": 263.637696,
+ "end_time": "2023-04-12T15:07:29.712805",
+ "exception": false,
+ "start_time": "2023-04-12T15:03:06.075109",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "0: 0:00:00.000001 (20.153002184041252, 95.90841763489242, 777.7071566925529), [-0.2, -0.1, 1, -0.54, 0.2, -0.1, 1, -0.54]\n",
- "1: 0:03:17.306883 (1.799378365638692, 73.4920654512887, 718.7262492221387), [-0.20532362 -0.08268942 1.00319277 -0.53532143 0.20144186 -0.0912158\n",
- " 0.97634474 -0.58489873]\n",
- "2: 0:04:18.157857 (14.415874697398792, 62.99904368979908, 500.24756462140164), [-0.23006477 -0.00799304 0.97386821 -0.59301825 0.21173055 -0.06635605\n",
- " 0.9623762 -0.6132319 ]\n",
- "3: 0:05:18.887062 (5.222176706808073, 53.18626551228899, 484.86306476161724), [-0.26296728 0.06156702 0.98639928 -0.5763178 0.22783206 -0.01892851\n",
- " 0.96957301 -0.60407094]\n",
- "4: 0:07:04.746335 (6.182983836498456, 50.98422186970853, 454.19536416859916), [-0.27922343 0.05682733 0.98771661 -0.58030444 0.24144917 0.01002998\n",
- " 0.96936184 -0.60393447]\n",
- "5: 0:08:05.888676 (6.124605820664016, 46.79992139287004, 412.8777615427243), [-0.31857251 0.0513507 0.9928436 -0.58303615 0.28244335 0.01660647\n",
- " 0.96503144 -0.60272054]\n",
- "6: 0:09:06.531335 (4.110161643708002, 46.14772051109854, 424.4857503176134), [-0.57290578 0.0168521 1.30319322 -0.74975582 0.12557203 -0.00720507\n",
- " 0.88383414 -0.55799771]\n",
- "7: 0:10:07.015561 (3.3199577491501575, 45.02015657127086, 420.32194597035715), [-0.56586494 0.01768224 1.37989742 -0.79092524 0.14534538 -0.00905336\n",
- " 0.91976958 -0.57698672]\n",
- "8: 0:11:07.001854 (4.066885330978191, 43.011771374357885, 393.5157457647751), [-0.50527984 0.02812328 1.449637 -0.82686137 0.21540647 0.0038853\n",
- " 0.8460087 -0.53613941]\n",
- "9: 0:12:07.442941 (3.7711122252427614, 39.201355982426804, 358.07354979708316), [-0.50434624 0.02514005 1.44675771 -0.82307475 0.26964752 0.01156051\n",
- " 0.82460415 -0.52307489]\n",
- "10: 0:13:08.016395 (2.2455048187291493, 34.148244633718484, 321.2729029686224), [-0.49985784 0.01787587 1.42320905 -0.80269043 0.36487216 0.02180992\n",
- " 0.75193771 -0.47641708]\n",
- "11: 0:14:54.562500 (1.514828732082584, 32.672510455596075, 313.09164596721746), [-5.64270468e-01 -5.95740521e-04 1.32426990e+00 -7.46929085e-01\n",
- " 3.49973801e-01 1.53745096e-02 8.24596543e-01 -5.16131763e-01]\n",
- "12: 0:15:55.303122 (0.15090073473019008, 31.663802154827295, 315.2799149357012), [-0.57094302 -0.00473623 1.48905922 -0.82754978 0.38772152 0.00967395\n",
- " 0.91704499 -0.55799887]\n",
- "13: 0:16:55.898981 (0.10098770744697112, 31.519565635416004, 314.28676698713724), [-0.58180731 -0.00775486 1.42898071 -0.79350167 0.3819167 0.01286996\n",
- " 0.9124201 -0.55498509]\n",
- "14: 0:17:56.369478 (0.1100828787920585, 31.508304022695036, 314.0922943178218), [-0.58757865 -0.00795221 1.42133971 -0.78995285 0.37534724 0.00959816\n",
- " 0.91653257 -0.55861262]\n",
- "15: 0:18:56.898061 (0.10291658093360534, 31.498200057672747, 314.055751348325), [-0.58346945 -0.00690148 1.43041202 -0.79461162 0.37793249 0.01100531\n",
- " 0.91458269 -0.55701757]\n",
- "16: 0:19:57.882069 (0.09785277458355517, 31.49794968264174, 314.09882185516534), [-0.58364571 -0.00706569 1.42889929 -0.79362617 0.37824433 0.0110818\n",
- " 0.91362332 -0.55641171]\n",
- "17: 0:20:58.644926 (0.09724952566672726, 31.49788583511219, 314.1036126201214), [-0.58369973 -0.00705542 1.42925368 -0.79380418 0.37802426 0.01105375\n",
- " 0.9136708 -0.55646403]\n",
- "18: 0:21:59.311185 (0.09567353235199477, 31.49786118161039, 314.1175500249359), [-0.583693 -0.00705319 1.42974728 -0.79402406 0.37793061 0.01104251\n",
- " 0.91349664 -0.55637407]\n",
- "19: 0:23:00.671445 (0.09507088424831309, 31.497859389294636, 314.1229559347115), [-0.58368979 -0.00705915 1.42983162 -0.79405051 0.37793187 0.01104692\n",
- " 0.91341464 -0.55632496]\n",
- "20: 0:24:01.685831 (0.09500230527745146, 31.497859341780565, 314.12357267030853), [-0.58368753 -0.00706001 1.42983868 -0.79405205 0.37793863 0.0110479\n",
- " 0.91340245 -0.55631699]\n",
- "21: 0:25:02.277053 (0.09500176274129139, 31.4978593414411, 314.1235775497394), [-0.58368782 -0.00706014 1.42983715 -0.7940512 0.37793907 0.01104804\n",
- " 0.91340265 -0.55631702]\n",
- "22: 0:26:02.690454 (0.09500206268757443, 31.497859341440698, 314.1235748502188), [-0.58368796 -0.00706013 1.42983759 -0.79405145 0.37793918 0.01104803\n",
- " 0.91340284 -0.55631713]\n",
+ "0: 0:00:00.000001 (18.4836060294627, 95.86388810686377, 792.2864268034733), [-0.2, -0.1, 1, -0.54, 0.2, -0.1, 1, -0.54]\n",
+ "1: 0:00:14.281071 (1.704098033186518, 74.25427490721434, 727.2058667734647), [-0.2058043 -0.0792378 1.00268546 -0.53672204 0.20203086 -0.09360214\n",
+ " 0.97615395 -0.58459197]\n",
+ "2: 0:00:18.655748 (11.890682695560002, 61.75454580368649, 510.5293137768249), [-0.22922627 -0.00316114 0.97621938 -0.58932566 0.21332385 -0.07818025\n",
+ " 0.96348728 -0.60881437]\n",
+ "3: 0:00:23.169202 (1.9664154222668786, 54.483411566268536, 527.1363768622834), [-0.26789167 0.08104171 0.991437 -0.5666215 0.23390899 -0.02913895\n",
+ " 0.97200164 -0.59716311]\n",
+ "4: 0:00:30.855880 (2.788852315822956, 51.780828173217316, 492.7086108897666), [-0.28686793 0.08023693 0.99309416 -0.5720163 0.24892017 0.0086582\n",
+ " 0.9721102 -0.59781099]\n",
+ "5: 0:00:35.233928 (2.8306980133010997, 46.731008152166524, 441.83379940195533), [-0.33479122 0.073223 1.00089164 -0.57662417 0.2996213 0.01636881\n",
+ " 0.96678814 -0.59674371]\n",
+ "6: 0:00:39.613031 (1.1027609383335018, 41.17392391325677, 401.8143906875661), [-0.42657317 0.07059582 1.41240491 -0.79234128 0.29854325 0.01741615\n",
+ " 0.8727304 -0.5401786 ]\n",
+ "7: 0:00:47.271427 (0.3834769179951083, 40.067238110104064, 397.22108883908464), [-0.34358714 0.0842115 1.49996193 -0.83727507 0.39646279 0.02845304\n",
+ " 0.8808928 -0.54309903]\n",
+ "8: 0:00:55.050496 (0.4623140913753959, 31.66381594753332, 312.47733265295466), [-0.56869177 0.03071662 1.43181094 -0.80317794 0.37921352 0.00833382\n",
+ " 0.93026185 -0.5700529 ]\n",
+ "9: 0:01:02.729413 (0.5262076728723595, 31.533228320912848, 310.59641415327724), [-0.56596605 0.03091362 1.42287508 -0.79821606 0.38315469 0.01139978\n",
+ " 0.89660161 -0.55178684]\n",
+ "10: 0:01:10.393711 (0.40577343836681873, 30.558773621350866, 301.9357752682073), [-0.60374124 0.01543549 1.40900101 -0.79059803 0.38721309 0.00676208\n",
+ " 0.92332579 -0.56538049]\n",
+ "11: 0:01:18.169954 (0.29536178209128877, 30.14022919095299, 298.74403587070833), [-0.59873252 0.01126187 1.47905137 -0.82735865 0.41319924 0.00458773\n",
+ " 0.91818125 -0.56084676]\n",
+ "12: 0:01:22.553112 (0.23277723937779787, 29.98455620216637, 297.7505668672635), [-0.62677837 -0.00429811 1.46602808 -0.81904516 0.41077136 0.00368263\n",
+ " 0.95237687 -0.57894441]\n",
+ "13: 0:01:26.940119 (0.1677490401115567, 29.89336741828346, 297.4239328218306), [-6.20967484e-01 4.92248974e-04 1.48469078e+00 -8.27985442e-01\n",
+ " 4.08252795e-01 2.84273532e-03 9.38604555e-01 -5.71401832e-01]\n",
+ "14: 0:01:31.327848 (0.12004223960690431, 29.88067993575002, 297.726419201038), [-6.20858884e-01 1.11764583e-03 1.49346862e+00 -8.31514626e-01\n",
+ " 4.06801459e-01 3.23657214e-03 9.32085950e-01 -5.67486100e-01]\n",
+ "15: 0:01:35.715057 (0.08534285020804122, 29.876609006905095, 297.99800441717855), [-6.22344600e-01 7.21760918e-04 1.49956749e+00 -8.33734042e-01\n",
+ " 4.04782012e-01 3.07071239e-03 9.29454644e-01 -5.65835079e-01]\n",
+ "16: 0:01:40.104267 (0.08380257947297409, 29.87653945624043, 298.0111713471475), [-6.22203211e-01 7.85738897e-04 1.50051239e+00 -8.34194153e-01\n",
+ " 4.05073545e-01 3.25776827e-03 9.29479050e-01 -5.65778142e-01]\n",
+ "17: 0:01:44.495705 (0.08425002000016209, 29.876523092452047, 298.006980744519), [-6.22301296e-01 7.26689476e-04 1.50018252e+00 -8.34031747e-01\n",
+ " 4.05003387e-01 3.19353498e-03 9.29539604e-01 -5.65831164e-01]\n",
+ "18: 0:01:48.998946 (0.08427220167345736, 29.87652308110631, 298.00678099600196), [-6.22303819e-01 7.24886121e-04 1.50017694e+00 -8.34029572e-01\n",
+ " 4.05002711e-01 3.19264427e-03 9.29552380e-01 -5.65838672e-01]\n",
+ "19: 0:01:53.396445 (0.08427383467812025, 29.87652308099577, 298.0067662978546), [-6.22303994e-01 7.24728531e-04 1.50017648e+00 -8.34029378e-01\n",
+ " 4.05002952e-01 3.19271474e-03 9.29552217e-01 -5.65838631e-01]\n",
+ "20: 0:01:57.800381 (0.08427416822406841, 29.876523080994907, 298.00676329593244), [-6.22304067e-01 7.24733676e-04 1.50017671e+00 -8.34029520e-01\n",
+ " 4.05003057e-01 3.19272047e-03 9.29552429e-01 -5.65838772e-01]\n",
+ "21: 0:02:22.053462 (0.08427417717855114, 29.87652308099486, 298.00676321534166), [-6.22304070e-01 7.24733782e-04 1.50017672e+00 -8.34029526e-01\n",
+ " 4.05003061e-01 3.19272061e-03 9.29552438e-01 -5.65838778e-01]\n",
"Warning: Desired error not necessarily achieved due to precision loss.\n",
- " Current function value: 31.497859\n",
- " Iterations: 22\n",
- " Function evaluations: 561\n",
- " Gradient evaluations: 61\n"
+ " Current function value: 29.876523\n",
+ " Iterations: 21\n",
+ " Function evaluations: 651\n",
+ " Gradient evaluations: 71\n"
]
}
],
@@ -615,8 +1720,24 @@
},
{
"cell_type": "code",
- "execution_count": 24,
- "metadata": {},
+ "execution_count": 31,
+ "id": "d9207ac8",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:07:29.746811Z",
+ "iopub.status.busy": "2023-04-12T15:07:29.746460Z",
+ "iopub.status.idle": "2023-04-12T15:07:29.895035Z",
+ "shell.execute_reply": "2023-04-12T15:07:29.894480Z"
+ },
+ "papermill": {
+ "duration": 0.16685,
+ "end_time": "2023-04-12T15:07:29.896422",
+ "exception": false,
+ "start_time": "2023-04-12T15:07:29.729572",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [],
"source": [
"params.set_flat_field(res.x)"
@@ -624,46 +1745,96 @@
},
{
"cell_type": "code",
- "execution_count": 25,
- "metadata": {},
+ "execution_count": 32,
+ "id": "4000c156",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:07:29.929310Z",
+ "iopub.status.busy": "2023-04-12T15:07:29.929036Z",
+ "iopub.status.idle": "2023-04-12T15:07:31.883048Z",
+ "shell.execute_reply": "2023-04-12T15:07:31.882488Z"
+ },
+ "papermill": {
+ "duration": 1.97461,
+ "end_time": "2023-04-12T15:07:31.887126",
+ "exception": false,
+ "start_time": "2023-04-12T15:07:29.912516",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"data": {
- "image/png": "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\n",
+ "image/png": "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",
"text/plain": [
- "<Figure size 432x432 with 8 Axes>"
+ "<Figure size 600x600 with 8 Axes>"
]
},
- "metadata": {
- "needs_background": "light"
- },
+ "metadata": {},
"output_type": "display_data"
}
],
"source": [
"ff = boz.compute_flat_field_correction(params.rois, params)\n",
- "f = boz.inspect_plane_fitting(avg/ff, params.rois)\n",
+ "f = boz.inspect_plane_fitting(boz.ensure_on_host(avg)/ff, params.rois)\n",
"f.savefig(path+prefix+'-inspect-withflatfield-refined.png', dpi=300)"
]
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "b42ec283",
+ "metadata": {
+ "papermill": {
+ "duration": 0.020121,
+ "end_time": "2023-04-12T15:07:31.929284",
+ "exception": false,
+ "start_time": "2023-04-12T15:07:31.909163",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"# Non-linearities correction extraction"
]
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "1165a459",
+ "metadata": {
+ "papermill": {
+ "duration": 0.01995,
+ "end_time": "2023-04-12T15:07:31.969244",
+ "exception": false,
+ "start_time": "2023-04-12T15:07:31.949294",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"To speed up online analysis, we save the corrections with a dummy non-linearity correction. The saved file can be used for online analysis as soon as it appears."
]
},
{
"cell_type": "code",
- "execution_count": 26,
- "metadata": {},
+ "execution_count": 33,
+ "id": "6a401be8",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:07:32.010393Z",
+ "iopub.status.busy": "2023-04-12T15:07:32.010079Z",
+ "iopub.status.idle": "2023-04-12T15:07:32.159367Z",
+ "shell.execute_reply": "2023-04-12T15:07:32.158819Z"
+ },
+ "papermill": {
+ "duration": 0.171472,
+ "end_time": "2023-04-12T15:07:32.160656",
+ "exception": false,
+ "start_time": "2023-04-12T15:07:31.989184",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"name": "stdout",
@@ -680,8 +1851,24 @@
},
{
"cell_type": "code",
- "execution_count": 27,
- "metadata": {},
+ "execution_count": 34,
+ "id": "8795b519",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:07:32.202126Z",
+ "iopub.status.busy": "2023-04-12T15:07:32.201844Z",
+ "iopub.status.idle": "2023-04-12T15:07:32.348115Z",
+ "shell.execute_reply": "2023-04-12T15:07:32.347563Z"
+ },
+ "papermill": {
+ "duration": 0.168404,
+ "end_time": "2023-04-12T15:07:32.349435",
+ "exception": false,
+ "start_time": "2023-04-12T15:07:32.181031",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [],
"source": [
"N = 80\n",
@@ -692,36 +1879,61 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "c0b299ef",
+ "metadata": {
+ "papermill": {
+ "duration": 0.019959,
+ "end_time": "2023-04-12T15:07:32.389796",
+ "exception": false,
+ "start_time": "2023-04-12T15:07:32.369837",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"## minimizing"
]
},
{
"cell_type": "code",
- "execution_count": 28,
+ "execution_count": 35,
+ "id": "7b811224",
"metadata": {
- "scrolled": false
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:07:32.430871Z",
+ "iopub.status.busy": "2023-04-12T15:07:32.430589Z",
+ "iopub.status.idle": "2023-04-12T15:25:24.614279Z",
+ "shell.execute_reply": "2023-04-12T15:25:24.613642Z"
+ },
+ "papermill": {
+ "duration": 1072.205736,
+ "end_time": "2023-04-12T15:25:24.615631",
+ "exception": false,
+ "start_time": "2023-04-12T15:07:32.409895",
+ "status": "completed"
+ },
+ "scrolled": false,
+ "tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "0: 0:00:00.000001 (3086.0148808236668, 1543.0074404118334, 0.0), [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
+ "0: 0:00:00.000001 (3086.0699271427047, 1543.0349635713524, 0.0), [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
" 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
" 0 0 0 0 0 0]\n",
- "1: 0:13:32.520855 (1473.3362389427134, 739.7258621559096, 6.115485369105787), [-1.62843779e-01 -4.86583644e-01 -3.52617222e-02 4.95383716e-01\n",
- " 4.95531070e-01 3.52356561e-01 8.95942242e-02 -4.99796105e-02\n",
- " -1.45477734e-01 -1.95625579e-01 -1.64510786e-01 -1.32082273e-01\n",
- " -1.11360375e-01 -8.05935542e-02 -4.58692265e-02 -3.03946907e-02\n",
- " -1.43379651e-02 1.51178025e-03 1.37064305e-02 1.88765293e-02\n",
- " 2.55057805e-02 2.22518364e-02 2.29904050e-02 2.30762804e-02\n",
- " 2.02953565e-02 1.77620360e-02 1.33627996e-02 9.77279892e-03\n",
- " 8.41278824e-03 4.18617688e-03 3.63280926e-03 2.62414286e-03\n",
- " 1.36580691e-03 8.95195587e-04 4.46204615e-04 2.85266391e-04\n",
- " 1.22823236e-04 7.52316537e-05 3.26167736e-05 1.49003077e-05\n",
- " 1.89233908e-06 0.00000000e+00 0.00000000e+00 -1.04202819e-05\n",
+ "1: 0:00:58.777819 (1486.0545571870425, 746.0852336389034, 6.115910090764297), [-1.57636853e-01 -4.99656139e-01 -4.12595060e-02 4.91009113e-01\n",
+ " 4.91730605e-01 3.52349007e-01 9.33380898e-02 -4.54187036e-02\n",
+ " -1.40888962e-01 -1.91877987e-01 -1.62450269e-01 -1.31042085e-01\n",
+ " -1.10913045e-01 -8.06552446e-02 -4.61741230e-02 -3.09095183e-02\n",
+ " -1.50260207e-02 8.84763575e-04 1.29982137e-02 1.83006270e-02\n",
+ " 2.49125057e-02 2.18491230e-02 2.26397447e-02 2.27667555e-02\n",
+ " 2.00809841e-02 1.76044770e-02 1.32664669e-02 9.73182337e-03\n",
+ " 8.40726981e-03 4.19531553e-03 3.66141318e-03 2.65210996e-03\n",
+ " 1.38896229e-03 9.11011464e-04 4.56409049e-04 2.92753558e-04\n",
+ " 1.26513645e-04 7.69714922e-05 3.40700753e-05 1.52505553e-05\n",
+ " 1.91493415e-06 0.00000000e+00 0.00000000e+00 -1.01063234e-05\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -731,17 +1943,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "2: 0:27:00.826209 (1234.233811922214, 620.8641518010761, 7.494491679938088), [-2.69765775e-01 -3.42972879e-01 6.56032840e-02 5.45237946e-01\n",
- " 5.61784475e-01 4.31874860e-01 1.30193129e-01 -4.20829181e-02\n",
- " -1.68182808e-01 -2.46644682e-01 -2.21068254e-01 -1.87616650e-01\n",
- " -1.67300106e-01 -1.28917066e-01 -7.85714950e-02 -5.67837655e-02\n",
- " -3.29696222e-02 -5.41541551e-03 1.49225237e-02 2.60146012e-02\n",
- " 3.80471038e-02 3.46162788e-02 3.66990389e-02 3.76160279e-02\n",
- " 3.36691004e-02 2.98977271e-02 2.27598921e-02 1.67927915e-02\n",
- " 1.45602650e-02 7.27803024e-03 6.34370880e-03 4.59727188e-03\n",
- " 2.39865685e-03 1.57490470e-03 7.86219072e-04 5.03523458e-04\n",
- " 2.16140749e-04 1.33243508e-04 5.78116035e-05 2.64265622e-05\n",
- " 3.33804272e-06 0.00000000e+00 0.00000000e+00 -2.51752108e-05\n",
+ "2: 0:01:57.609617 (1240.9171005959702, 624.2149507031482, 7.512800810326353), [-2.68572233e-01 -3.59878600e-01 6.13434905e-02 5.44656994e-01\n",
+ " 5.59683714e-01 4.31540425e-01 1.32802698e-01 -3.87940851e-02\n",
+ " -1.64732311e-01 -2.43392693e-01 -2.18942805e-01 -1.86267432e-01\n",
+ " -1.66367657e-01 -1.28463788e-01 -7.84566497e-02 -5.69307934e-02\n",
+ " -3.33554472e-02 -5.89918240e-03 1.42538832e-02 2.53876360e-02\n",
+ " 3.73202443e-02 3.40889060e-02 3.62029912e-02 3.71500569e-02\n",
+ " 3.33268366e-02 2.96272520e-02 2.25824185e-02 1.67072406e-02\n",
+ " 1.45343795e-02 7.28336187e-03 6.38451902e-03 4.63892280e-03\n",
+ " 2.43546781e-03 1.60011808e-03 8.02811463e-04 5.15876609e-04\n",
+ " 2.22283562e-04 1.36017344e-04 6.02644228e-05 2.69936443e-05\n",
+ " 3.38215057e-06 0.00000000e+00 0.00000000e+00 -2.50418059e-05\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -751,17 +1963,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "3: 0:33:55.372551 (1186.0014449011496, 598.3551797413088, 10.70891458146788), [-3.60014461e-01 -2.26750434e-01 1.23482342e-02 4.23283066e-01\n",
- " 6.51023568e-01 6.64324126e-01 3.27558490e-01 9.95542934e-02\n",
- " -8.32554920e-02 -2.41607951e-01 -2.77931164e-01 -2.76829812e-01\n",
- " -2.82414962e-01 -2.47919950e-01 -1.71270939e-01 -1.42305932e-01\n",
- " -1.06688526e-01 -4.69977945e-02 -7.93100200e-03 2.42129092e-02\n",
- " 5.10332087e-02 5.34056483e-02 6.09494581e-02 6.59608209e-02\n",
- " 6.15874646e-02 5.65255847e-02 4.41467112e-02 3.31820498e-02\n",
- " 2.91976660e-02 1.47466046e-02 1.29504929e-02 9.44549699e-03\n",
- " 4.95217025e-03 3.26269657e-03 1.63372451e-03 1.04988056e-03\n",
- " 4.49326258e-04 2.79687084e-04 1.21518454e-04 5.56316603e-05\n",
- " 6.99076637e-06 0.00000000e+00 0.00000000e+00 -6.18357062e-05\n",
+ "3: 0:02:27.605019 (1188.6933603905436, 599.7408627633871, 10.788365136230587), [-3.66103193e-01 -2.41082143e-01 8.88901871e-03 4.20239863e-01\n",
+ " 6.50507362e-01 6.67516377e-01 3.32529601e-01 1.03993048e-01\n",
+ " -7.93325789e-02 -2.38019112e-01 -2.75938308e-01 -2.76103162e-01\n",
+ " -2.82475433e-01 -2.48632339e-01 -1.72043232e-01 -1.43336354e-01\n",
+ " -1.07869874e-01 -4.80045075e-02 -8.99119466e-03 2.33953614e-02\n",
+ " 5.01926834e-02 5.29023771e-02 6.05116348e-02 6.56145813e-02\n",
+ " 6.14280326e-02 5.64519958e-02 4.41547984e-02 3.32822761e-02\n",
+ " 2.93886864e-02 1.48774246e-02 1.31438466e-02 9.61091881e-03\n",
+ " 5.07136364e-03 3.34349883e-03 1.68252312e-03 1.08510075e-03\n",
+ " 4.66209884e-04 2.87771271e-04 1.27765101e-04 5.73075757e-05\n",
+ " 7.13309594e-06 0.00000000e+00 0.00000000e+00 -6.35821915e-05\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -771,17 +1983,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "4: 0:40:48.807418 (1122.58915446411, 567.1979580665852, 11.8067616690604), [-4.16880367e-01 -2.46765077e-01 6.74497281e-02 4.53359377e-01\n",
- " 6.54672636e-01 6.65690997e-01 3.51174308e-01 1.51308511e-01\n",
- " -3.98342212e-03 -1.62936095e-01 -2.39173932e-01 -2.74465595e-01\n",
- " -3.12642177e-01 -3.02756734e-01 -2.27470861e-01 -2.04323791e-01\n",
- " -1.70188704e-01 -9.04443290e-02 -4.10781024e-02 9.35860216e-03\n",
- " 4.73979728e-02 5.84361680e-02 7.16028547e-02 8.13162059e-02\n",
- " 7.86776924e-02 7.41840924e-02 5.91295126e-02 4.50920664e-02\n",
- " 4.01326907e-02 2.04330256e-02 1.80462329e-02 1.32264378e-02\n",
- " 6.96007704e-03 4.59748058e-03 2.30728148e-03 1.48656298e-03\n",
- " 6.36460987e-04 3.98033092e-04 1.73108039e-04 7.93442325e-05\n",
- " 9.92317592e-06 0.00000000e+00 0.00000000e+00 -9.67175686e-05\n",
+ "4: 0:02:57.603065 (1122.0802050307889, 567.0397227755255, 11.999240520262267), [-4.30698411e-01 -2.64088684e-01 6.79413360e-02 4.50754533e-01\n",
+ " 6.53790771e-01 6.68920117e-01 3.57948163e-01 1.59563570e-01\n",
+ " 5.99242732e-03 -1.52485361e-01 -2.33082161e-01 -2.72519107e-01\n",
+ " -3.14069488e-01 -3.06914620e-01 -2.31961482e-01 -2.09647014e-01\n",
+ " -1.75921993e-01 -9.47186780e-02 -4.47931942e-02 7.17095673e-03\n",
+ " 4.58886573e-02 5.79868364e-02 7.15882992e-02 8.17682700e-02\n",
+ " 7.95224136e-02 7.52011920e-02 6.01092048e-02 4.60088009e-02\n",
+ " 4.11231001e-02 2.09905592e-02 1.86603458e-02 1.37139623e-02\n",
+ " 7.26591147e-03 4.80348268e-03 2.42292542e-03 1.56709615e-03\n",
+ " 6.73614707e-04 4.17571507e-04 1.85679029e-04 8.33680182e-05\n",
+ " 1.03205279e-05 0.00000000e+00 0.00000000e+00 -1.02947069e-04\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -791,17 +2003,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "5: 0:47:40.985378 (1087.3052534146368, 551.295530944316, 15.28580847399526), [-4.23470753e-01 -1.04521831e-01 -1.75997451e-02 5.38311604e-01\n",
- " 8.53140872e-01 7.19091510e-01 2.82036797e-01 1.06457526e-01\n",
- " 5.26316622e-02 5.36313970e-03 -7.32891473e-02 -1.63884460e-01\n",
- " -2.72706979e-01 -3.51741862e-01 -3.27590381e-01 -3.48442521e-01\n",
- " -3.48689631e-01 -2.33020062e-01 -1.68264283e-01 -6.35241782e-02\n",
- " 5.87964845e-03 5.22054410e-02 8.59894758e-02 1.14581342e-01\n",
- " 1.23211442e-01 1.25211862e-01 1.05345190e-01 8.33953856e-02\n",
- " 7.64114959e-02 3.97068696e-02 3.55601566e-02 2.63789015e-02\n",
- " 1.40087027e-02 9.31103373e-03 4.69768290e-03 3.04542566e-03\n",
- " 1.30793906e-03 8.25479491e-04 3.59717264e-04 1.65236310e-04\n",
- " 2.03989030e-05 0.00000000e+00 0.00000000e+00 -2.59180091e-04\n",
+ "5: 0:03:27.660158 (1089.3173545649247, 552.5483584425975, 15.77936232027031), [-4.53231662e-01 -1.17850414e-01 -2.44914618e-02 5.36071713e-01\n",
+ " 8.63433458e-01 7.24940773e-01 2.84426055e-01 1.10783010e-01\n",
+ " 6.36224003e-02 2.50042930e-02 -5.63200346e-02 -1.53353607e-01\n",
+ " -2.68707692e-01 -3.54916858e-01 -3.33950806e-01 -3.58109121e-01\n",
+ " -3.60986870e-01 -2.43352541e-01 -1.78089145e-01 -6.98630401e-02\n",
+ " 1.00751077e-03 5.02113131e-02 8.50937013e-02 1.15123333e-01\n",
+ " 1.24942037e-01 1.27589573e-01 1.07820862e-01 8.57326135e-02\n",
+ " 7.89464888e-02 4.11164424e-02 3.70965436e-02 2.75925060e-02\n",
+ " 1.47628506e-02 9.82099953e-03 4.98035333e-03 3.24255144e-03\n",
+ " 1.39877304e-03 8.73461294e-04 3.89512545e-04 1.75193469e-04\n",
+ " 2.13487740e-05 0.00000000e+00 0.00000000e+00 -2.81134327e-04\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -811,17 +2023,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "6: 0:54:33.046756 (1061.060579542917, 540.0732073713876, 19.08583519985845), [-3.75556221e-01 -1.20156080e-01 1.64857886e-01 4.78686059e-01\n",
- " 9.01374266e-01 8.82169714e-01 3.66869901e-01 9.35211266e-02\n",
- " -1.07211020e-02 -7.26111213e-03 1.26559346e-02 -2.65037923e-02\n",
- " -1.14116951e-01 -2.46414436e-01 -3.16176635e-01 -4.12063077e-01\n",
- " -4.94475121e-01 -3.91801251e-01 -3.43991266e-01 -1.89924629e-01\n",
- " -9.56937731e-02 3.77668766e-03 6.60093290e-02 1.24460487e-01\n",
- " 1.58522155e-01 1.78680437e-01 1.60962922e-01 1.33256685e-01\n",
- " 1.26318009e-01 6.72727305e-02 6.11255316e-02 4.59554956e-02\n",
- " 2.46550985e-02 1.64945280e-02 8.36763626e-03 5.45954835e-03\n",
- " 2.35143477e-03 1.49902267e-03 6.54012683e-04 3.00944396e-04\n",
- " 3.65409973e-05 0.00000000e+00 0.00000000e+00 -6.06805897e-04\n",
+ "6: 0:03:57.859446 (1063.4484495422125, 541.3134813437672, 19.17851314532177), [-4.22747617e-01 -1.33796521e-01 1.39159522e-01 4.78754134e-01\n",
+ " 9.06581143e-01 8.73126937e-01 3.64583287e-01 1.00330310e-01\n",
+ " 4.10943791e-03 1.18520737e-02 2.28042724e-02 -2.54886843e-02\n",
+ " -1.19173107e-01 -2.52747545e-01 -3.17906931e-01 -4.11410296e-01\n",
+ " -4.90874442e-01 -3.87614912e-01 -3.39517046e-01 -1.87181698e-01\n",
+ " -9.47413435e-02 3.57511361e-03 6.40948846e-02 1.21878076e-01\n",
+ " 1.55616919e-01 1.75351363e-01 1.58233847e-01 1.31270123e-01\n",
+ " 1.24881807e-01 6.65210505e-02 6.09021397e-02 4.58669045e-02\n",
+ " 2.47950820e-02 1.65965991e-02 8.45996263e-03 5.54396041e-03\n",
+ " 2.39950028e-03 1.50953597e-03 6.74237808e-04 3.03593361e-04\n",
+ " 3.63396857e-05 0.00000000e+00 0.00000000e+00 -6.20640043e-04\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -837,17 +2049,17 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "7: 1:01:24.981807 (1028.2791254927502, 525.6756685092136, 23.072211525677016), [-1.47955168e-01 -5.32197177e-02 2.46377174e-01 6.07628937e-01\n",
- " 9.27491154e-01 8.90752533e-01 4.71101056e-01 2.15569860e-01\n",
- " 4.26940613e-02 -5.36685616e-02 -3.47393687e-02 -2.54563211e-02\n",
- " -4.70881643e-02 -1.57244457e-01 -2.75281168e-01 -4.20740180e-01\n",
- " -5.74637196e-01 -5.06991508e-01 -4.88751255e-01 -3.05444683e-01\n",
- " -1.98810215e-01 -5.25175076e-02 3.50843162e-02 1.23075979e-01\n",
- " 1.86257463e-01 2.29177882e-01 2.17654326e-01 1.86246385e-01\n",
- " 1.80987084e-01 9.82595104e-02 9.00673973e-02 6.83649876e-02\n",
- " 3.69458765e-02 2.48254001e-02 1.26386323e-02 8.28129734e-03\n",
- " 3.57764937e-03 2.29392856e-03 1.00026254e-03 4.60718105e-04\n",
- " 5.50206267e-05 0.00000000e+00 0.00000000e+00 -1.11990272e-03\n",
+ "7: 0:04:27.900157 (1030.0318523499377, 526.5092541875989, 22.98665602526022), [-2.08136666e-01 -6.37634014e-02 2.15604662e-01 6.08830771e-01\n",
+ " 9.33237150e-01 8.80906758e-01 4.71595009e-01 2.23984119e-01\n",
+ " 5.72674353e-02 -3.23997482e-02 -2.11437174e-02 -2.17730850e-02\n",
+ " -4.92873752e-02 -1.60892819e-01 -2.74067729e-01 -4.17975420e-01\n",
+ " -5.70015441e-01 -5.03147458e-01 -4.85727527e-01 -3.04495795e-01\n",
+ " -2.00485292e-01 -5.46222323e-02 3.08481454e-02 1.18823306e-01\n",
+ " 1.82361771e-01 2.25275464e-01 2.15036656e-01 1.84640133e-01\n",
+ " 1.80315938e-01 9.79144032e-02 9.05513139e-02 6.88610553e-02\n",
+ " 3.75310753e-02 2.52357195e-02 1.29109109e-02 8.50192328e-03\n",
+ " 3.69289737e-03 2.33335980e-03 1.04205834e-03 4.69314699e-04\n",
+ " 5.52322272e-05 0.00000000e+00 0.00000000e+00 -1.16780373e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -857,17 +2069,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "8: 1:08:17.635559 (977.4712200255285, 502.4870927637291, 27.502965501929722), [-1.28852708e-01 -2.18844103e-02 3.57377839e-01 5.57707992e-01\n",
- " 1.15847707e+00 8.78910315e-01 4.22178870e-01 3.25374904e-01\n",
- " 2.38920966e-01 3.24668547e-02 -9.01632809e-02 -9.99536473e-02\n",
- " -2.21796519e-02 -1.32331662e-02 -1.31048606e-01 -2.88769907e-01\n",
- " -5.07883526e-01 -5.40709069e-01 -5.94250895e-01 -4.31218906e-01\n",
- " -3.50946585e-01 -1.66682333e-01 -6.05546220e-02 5.79644862e-02\n",
- " 1.67475807e-01 2.52800828e-01 2.66507865e-01 2.42302733e-01\n",
- " 2.46147057e-01 1.38960725e-01 1.28607480e-01 9.92443803e-02\n",
- " 5.43077315e-02 3.67502247e-02 1.88120435e-02 1.24097566e-02\n",
- " 5.41505311e-03 3.48767183e-03 1.51596180e-03 6.98431437e-04\n",
- " 8.08323922e-05 0.00000000e+00 0.00000000e+00 -2.27011290e-03\n",
+ "8: 0:04:57.925529 (977.4904014781654, 502.358517727857, 27.226633977548637), [-1.82242260e-01 -3.32384226e-02 3.30859429e-01 5.58146899e-01\n",
+ " 1.16277261e+00 8.73385361e-01 4.22962085e-01 3.28710375e-01\n",
+ " 2.49557516e-01 6.09801552e-02 -7.03252970e-02 -9.82146283e-02\n",
+ " -3.12495956e-02 -2.36712722e-02 -1.30147411e-01 -2.83129610e-01\n",
+ " -4.96248266e-01 -5.29547670e-01 -5.83778232e-01 -4.25411818e-01\n",
+ " -3.50146294e-01 -1.68254077e-01 -6.65623617e-02 5.15685011e-02\n",
+ " 1.61170766e-01 2.46189289e-01 2.62317124e-01 2.39593698e-01\n",
+ " 2.45010241e-01 1.38264257e-01 1.29366414e-01 1.00007211e-01\n",
+ " 5.52700462e-02 3.74348035e-02 1.92575687e-02 1.27796056e-02\n",
+ " 5.61436203e-03 3.55157636e-03 1.58216133e-03 7.11430135e-04\n",
+ " 8.05375982e-05 0.00000000e+00 0.00000000e+00 -2.40478943e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -877,17 +2089,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "9: 1:15:10.606182 (892.3863878015304, 460.8635946038854, 29.34080140624042), [ 3.12547448e-02 2.56011169e-02 4.79630408e-01 6.25362814e-01\n",
- " 1.14735731e+00 1.03868409e+00 4.83848582e-01 2.72285852e-01\n",
- " 2.61429812e-01 2.35780917e-01 5.78151598e-02 -1.12851520e-01\n",
- " -9.69987359e-02 -3.98832588e-02 -9.65087835e-02 -1.90591905e-01\n",
- " -3.64379108e-01 -4.48972009e-01 -5.26101009e-01 -4.19211108e-01\n",
- " -3.90710777e-01 -2.36231310e-01 -1.39630406e-01 -2.49682301e-02\n",
- " 1.11351320e-01 2.32007803e-01 2.77792298e-01 2.70576151e-01\n",
- " 2.89296647e-01 1.73925842e-01 1.59794645e-01 1.25725455e-01\n",
- " 6.98310959e-02 4.75962925e-02 2.44792335e-02 1.62579888e-02\n",
- " 7.27378342e-03 4.64008873e-03 1.99211730e-03 9.18008082e-04\n",
- " 1.00564424e-04 0.00000000e+00 0.00000000e+00 -4.45212381e-03\n",
+ "9: 0:05:27.980489 (888.7621864423633, 458.8727035210133, 28.983220599663355), [-1.99547815e-02 1.76559243e-02 4.51396953e-01 6.32561460e-01\n",
+ " 1.14454695e+00 1.03243310e+00 4.97479845e-01 2.77336275e-01\n",
+ " 2.59482720e-01 2.61309675e-01 8.64630076e-02 -1.02405282e-01\n",
+ " -1.02579621e-01 -5.42087480e-02 -9.79864156e-02 -1.88978158e-01\n",
+ " -3.54486930e-01 -4.36442804e-01 -5.12640848e-01 -4.09401063e-01\n",
+ " -3.86260018e-01 -2.34988580e-01 -1.44642763e-01 -3.02618780e-02\n",
+ " 1.05284957e-01 2.24027480e-01 2.72826189e-01 2.66648126e-01\n",
+ " 2.87235730e-01 1.72208067e-01 1.60391320e-01 1.26318531e-01\n",
+ " 7.09723904e-02 4.84251860e-02 2.50249040e-02 1.67456773e-02\n",
+ " 7.55921543e-03 4.71215748e-03 2.07434799e-03 9.28190008e-04\n",
+ " 9.78009558e-05 0.00000000e+00 0.00000000e+00 -4.72443512e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -897,17 +2109,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "10: 1:22:02.953319 (764.6611793715871, 398.177744427633, 31.69430948367894), [-2.64455700e-01 1.40541213e-01 2.90192367e-01 8.83828720e-01\n",
- " 9.53578974e-01 1.04596168e+00 8.04609234e-01 3.85337447e-01\n",
- " 2.06488740e-01 3.40066044e-01 2.92884886e-01 4.31269601e-02\n",
- " 1.30111669e-02 6.17730932e-02 -3.92103362e-03 -6.31553210e-02\n",
- " -2.02720965e-01 -3.54911571e-01 -4.52011054e-01 -4.04087327e-01\n",
- " -4.35519186e-01 -3.28595659e-01 -2.39067580e-01 -1.38130245e-01\n",
- " 2.47908883e-02 1.84449124e-01 2.70826646e-01 2.88011709e-01\n",
- " 3.26596875e-01 2.13860353e-01 1.91269088e-01 1.53470964e-01\n",
- " 8.65321658e-02 5.93621981e-02 3.06378769e-02 2.04672596e-02\n",
- " 9.52814464e-03 5.91916297e-03 2.49656307e-03 1.14955563e-03\n",
- " 1.16185550e-04 0.00000000e+00 0.00000000e+00 -7.96826725e-03\n",
+ "10: 0:05:58.030965 (757.9851791689786, 394.6062792015764, 31.227379234174247), [-3.50308804e-01 1.26897028e-01 2.42826447e-01 8.83511882e-01\n",
+ " 9.51962300e-01 1.01250413e+00 8.24969491e-01 4.03914077e-01\n",
+ " 1.96983351e-01 3.51026963e-01 3.20118926e-01 6.19688067e-02\n",
+ " 1.68637204e-02 5.06061237e-02 1.29467694e-04 -5.93062614e-02\n",
+ " -1.87242460e-01 -3.34080827e-01 -4.28403122e-01 -3.84171388e-01\n",
+ " -4.22185066e-01 -3.21422473e-01 -2.41298541e-01 -1.41836307e-01\n",
+ " 1.74528956e-02 1.70953919e-01 2.60433381e-01 2.77877967e-01\n",
+ " 3.18310054e-01 2.07819481e-01 1.88779208e-01 1.51535384e-01\n",
+ " 8.66188719e-02 5.95017490e-02 3.08532158e-02 2.08084208e-02\n",
+ " 9.81492511e-03 5.91582057e-03 2.55698874e-03 1.13648936e-03\n",
+ " 1.07390344e-04 0.00000000e+00 0.00000000e+00 -8.44204665e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -917,17 +2129,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "11: 1:28:56.678160 (619.940379804689, 323.14334959723095, 26.34631938977291), [-1.42030672e-01 -6.05554826e-02 3.78624415e-01 3.00985619e-01\n",
- " 1.38100389e+00 1.59297277e-01 5.95085266e-01 6.78373620e-01\n",
- " 5.28420269e-03 -4.02444136e-01 5.28346582e-02 2.77840064e-01\n",
- " 2.33966446e-01 -1.16977177e-01 -3.64711328e-01 -5.42896085e-01\n",
- " -5.78752658e-01 -4.20511206e-01 -2.44004650e-01 -3.54979056e-02\n",
- " 9.34117775e-02 6.80539403e-02 1.77381176e-01 1.76309158e-01\n",
- " 1.63696196e-01 1.52699575e-01 1.24109816e-01 1.00188406e-01\n",
- " 9.94705359e-02 9.88392828e-02 5.37067506e-02 4.30971790e-02\n",
- " 2.47047966e-02 1.66494070e-02 8.28112700e-03 5.41958668e-03\n",
- " 4.08125027e-03 1.52111896e-03 4.70007106e-04 2.05059852e-04\n",
- " -1.18048492e-05 0.00000000e+00 0.00000000e+00 -8.95474370e-03\n",
+ "11: 0:06:28.079323 (611.025588374486, 318.7935051642118, 26.561421953937607), [-2.11920251e-01 -8.22691516e-02 3.37851577e-01 2.80009473e-01\n",
+ " 1.37813473e+00 1.20348629e-01 5.79705338e-01 6.92884309e-01\n",
+ " 4.83428467e-03 -4.23393437e-01 4.21314810e-02 2.88451303e-01\n",
+ " 2.45908544e-01 -1.23694250e-01 -3.66681346e-01 -5.60545393e-01\n",
+ " -5.92164691e-01 -4.19763757e-01 -2.34963179e-01 -1.71214657e-02\n",
+ " 1.14663562e-01 8.83223923e-02 1.94021922e-01 1.91814586e-01\n",
+ " 1.72463656e-01 1.48760729e-01 1.15535040e-01 8.68372927e-02\n",
+ " 8.38938581e-02 8.68385064e-02 4.43812134e-02 3.51593657e-02\n",
+ " 2.06677091e-02 1.38707197e-02 6.86306376e-03 4.59845998e-03\n",
+ " 3.88370023e-03 1.22854638e-03 3.39460519e-04 1.23546506e-04\n",
+ " -2.84520108e-05 0.00000000e+00 0.00000000e+00 -9.29615251e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -937,17 +2149,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "12: 1:42:25.614530 (538.3250628597355, 287.45280679114046, 36.58055072254542), [-3.64032970e-01 -2.82985072e-01 -6.44074853e-02 1.61195810e-01\n",
- " 2.96771696e-01 5.24733692e-01 -5.20580289e-01 -6.40991087e-02\n",
- " 1.40671029e-01 -6.23768824e-01 -8.64550695e-01 -3.87486269e-01\n",
- " -9.97713223e-02 -2.13280519e-01 -4.21144484e-01 -7.49982270e-01\n",
- " -1.04550429e+00 -8.39116332e-01 -7.80453039e-01 -4.17194275e-01\n",
- " -1.38529928e-01 1.05241757e-01 2.94667679e-01 4.12652279e-01\n",
- " 3.89428710e-01 3.00638586e-01 1.63700142e-01 6.41299531e-02\n",
- " -2.27823429e-03 -7.87993553e-03 -4.18745839e-02 -4.34659284e-02\n",
- " -2.83535377e-02 -2.09729105e-02 -1.14903225e-02 -8.18013124e-03\n",
- " -2.39515111e-03 -2.67884755e-03 -1.16773529e-03 -5.49031632e-04\n",
- " -6.61306895e-05 0.00000000e+00 0.00000000e+00 1.29825656e-03\n",
+ "12: 0:07:27.445749 (526.3965271898231, 281.9141169232144, 37.43170665660572), [-4.28574427e-01 -3.01939921e-01 -1.05248375e-01 1.50263755e-01\n",
+ " 2.72515112e-01 5.10997855e-01 -5.39809563e-01 -7.11888277e-02\n",
+ " 1.48121593e-01 -6.34020527e-01 -8.79080825e-01 -3.91122961e-01\n",
+ " -9.64832942e-02 -2.11023347e-01 -4.26040360e-01 -7.58660949e-01\n",
+ " -1.05448123e+00 -8.43599610e-01 -7.78742630e-01 -4.13695361e-01\n",
+ " -1.32449407e-01 1.10140792e-01 3.01685886e-01 4.15648773e-01\n",
+ " 3.89837437e-01 2.99172820e-01 1.57192493e-01 5.78031538e-02\n",
+ " -1.04300838e-02 -1.25925721e-02 -4.76279601e-02 -4.80662902e-02\n",
+ " -3.16711981e-02 -2.33770177e-02 -1.27943476e-02 -9.18687415e-03\n",
+ " -2.79776084e-03 -2.89135718e-03 -1.31499475e-03 -5.86178352e-04\n",
+ " -5.96830027e-05 0.00000000e+00 0.00000000e+00 1.41500551e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -963,17 +2175,17 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "13: 1:49:17.157602 (466.12505101246836, 253.7592826413794, 41.39351427029041), [-2.26082235e-01 -2.55758188e-01 7.42009990e-02 4.11461592e-02\n",
- " 6.44685268e-01 -1.60282815e-01 4.05522183e-01 -3.66105043e-01\n",
- " -5.81409558e-01 -1.66981045e-01 -3.54546650e-01 -6.64269386e-01\n",
- " -7.95110761e-01 -5.61703861e-01 -4.35131695e-01 -4.76105794e-01\n",
- " -7.98967309e-01 -7.68978433e-01 -9.52491874e-01 -7.72551904e-01\n",
- " -7.25316220e-01 -3.44046145e-01 -3.52300872e-01 -1.70910516e-01\n",
- " 1.26612590e-02 1.71026736e-01 2.49638827e-01 2.57325288e-01\n",
- " 2.75213733e-01 8.28421361e-02 1.48504947e-01 1.14119610e-01\n",
- " 6.13710234e-02 4.21653767e-02 2.23173798e-02 1.50044419e-02\n",
- " 3.32638452e-03 4.32403412e-03 2.30849719e-03 1.08458119e-03\n",
- " 1.87919601e-04 0.00000000e+00 0.00000000e+00 1.11412635e-02\n",
+ "13: 0:07:57.509786 (451.5572067764707, 246.68270049959162, 41.80819422271255), [-2.71639785e-01 -2.74471859e-01 4.63203077e-02 2.41993437e-02\n",
+ " 6.31128460e-01 -1.81741861e-01 3.96920047e-01 -3.72745532e-01\n",
+ " -5.87532755e-01 -1.86668367e-01 -3.59265687e-01 -6.61061477e-01\n",
+ " -7.99887781e-01 -5.71673879e-01 -4.58427729e-01 -4.81624390e-01\n",
+ " -8.01880564e-01 -7.70770710e-01 -9.51238900e-01 -7.77301035e-01\n",
+ " -7.22922329e-01 -3.47924947e-01 -3.52501047e-01 -1.77723573e-01\n",
+ " -9.40529337e-04 1.60161647e-01 2.37431906e-01 2.51620159e-01\n",
+ " 2.70602856e-01 8.51544868e-02 1.47896830e-01 1.14716738e-01\n",
+ " 6.18684230e-02 4.25683609e-02 2.26373673e-02 1.50800132e-02\n",
+ " 3.23809814e-03 4.37899547e-03 2.40124671e-03 1.14088281e-03\n",
+ " 2.21144245e-04 0.00000000e+00 0.00000000e+00 1.17607666e-02\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -983,17 +2195,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "14: 2:02:46.846062 (457.15884473708866, 237.980126258037, 18.801407778985325), [-2.75121235e-02 1.14229637e-02 3.85555091e-01 4.54416224e-01\n",
- " 8.15439064e-01 5.73506950e-01 3.68777911e-01 1.86717918e-01\n",
- " 1.88558741e-01 -8.51649060e-03 1.32161259e-02 -9.42243133e-02\n",
- " -1.67522726e-01 -2.18518281e-01 -3.20893882e-01 -2.54745541e-01\n",
- " -3.29789204e-01 -3.83806000e-01 -4.71815076e-01 -4.25174229e-01\n",
- " -4.61659336e-01 -3.57933089e-01 -2.82824210e-01 -1.91862661e-01\n",
- " -4.36983062e-02 1.04418345e-01 1.97672493e-01 2.28458706e-01\n",
- " 2.71054378e-01 1.46348492e-01 1.66195534e-01 1.35296115e-01\n",
- " 7.69107575e-02 5.33097700e-02 2.78367132e-02 1.87552686e-02\n",
- " 7.06689617e-03 5.51068239e-03 2.46002554e-03 1.14496147e-03\n",
- " 1.33713900e-04 0.00000000e+00 0.00000000e+00 1.42907440e-05\n",
+ "14: 0:08:56.712505 (442.1896165874871, 230.28499118125276, 18.380365775018426), [-5.94735802e-02 1.19482034e-03 3.71908465e-01 4.49464956e-01\n",
+ " 8.10193555e-01 5.72875618e-01 3.68055311e-01 1.96176050e-01\n",
+ " 1.87500458e-01 -5.80690442e-03 2.10595046e-02 -8.63783551e-02\n",
+ " -1.59367655e-01 -2.17250813e-01 -3.20416856e-01 -2.52726431e-01\n",
+ " -3.24347917e-01 -3.75528416e-01 -4.62313062e-01 -4.16560432e-01\n",
+ " -4.54656874e-01 -3.57303480e-01 -2.82545076e-01 -1.91997331e-01\n",
+ " -4.72829853e-02 9.60931373e-02 1.90163508e-01 2.21073489e-01\n",
+ " 2.64588909e-01 1.44756342e-01 1.64303853e-01 1.34013559e-01\n",
+ " 7.71545473e-02 5.36060848e-02 2.81205490e-02 1.90774885e-02\n",
+ " 7.26613089e-03 5.52515436e-03 2.53453782e-03 1.14546128e-03\n",
+ " 1.37574139e-04 0.00000000e+00 0.00000000e+00 -9.57968283e-05\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -1003,17 +2215,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "15: 2:16:17.347058 (457.5611680033189, 237.59931658130074, 17.637465159282545), [-2.54911776e-02 2.03177149e-02 3.95163622e-01 4.69852581e-01\n",
- " 8.31116909e-01 5.86258632e-01 4.05031524e-01 2.23330611e-01\n",
- " 1.27185932e-01 1.30786860e-01 2.92740977e-02 -1.63110555e-01\n",
- " -1.68716236e-01 -1.11032167e-01 -1.90198265e-01 -2.18038772e-01\n",
- " -3.50837868e-01 -4.16138572e-01 -4.67801456e-01 -3.76877121e-01\n",
- " -3.74216584e-01 -2.92212015e-01 -1.87034489e-01 -1.03838764e-01\n",
- " 2.11873430e-02 1.40652113e-01 2.03887943e-01 2.15658160e-01\n",
- " 2.43756637e-01 1.55572097e-01 1.42470257e-01 1.14318971e-01\n",
- " 6.44681044e-02 4.42430075e-02 2.28417766e-02 1.52571393e-02\n",
- " 7.02188046e-03 4.40560118e-03 1.86443694e-03 8.58399727e-04\n",
- " 8.29039108e-05 0.00000000e+00 0.00000000e+00 -4.66429442e-03\n",
+ "15: 0:09:55.741792 (442.55772594069373, 229.90635865183347, 17.254991362973197), [-5.75971085e-02 9.71157523e-03 3.81207565e-01 4.64101877e-01\n",
+ " 8.26154540e-01 5.82995314e-01 4.07081987e-01 2.29964435e-01\n",
+ " 1.24225457e-01 1.33602082e-01 3.77475648e-02 -1.54953446e-01\n",
+ " -1.64069673e-01 -1.14271520e-01 -1.85883393e-01 -2.15872633e-01\n",
+ " -3.44938514e-01 -4.08348113e-01 -4.60246062e-01 -3.69982339e-01\n",
+ " -3.70745692e-01 -2.90722528e-01 -1.89080410e-01 -1.04940791e-01\n",
+ " 1.83993865e-02 1.33324822e-01 1.97964369e-01 2.09153044e-01\n",
+ " 2.38087643e-01 1.51697659e-01 1.40531330e-01 1.12725700e-01\n",
+ " 6.44092906e-02 4.42532017e-02 2.29508661e-02 1.54706539e-02\n",
+ " 7.21807464e-03 4.39393538e-03 1.90458150e-03 8.45804386e-04\n",
+ " 8.22702684e-05 0.00000000e+00 0.00000000e+00 -4.93948082e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -1023,17 +2235,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "16: 2:29:46.928449 (457.74903225872197, 237.55567374701502, 17.362315235308063), [-3.46064981e-02 1.83512753e-02 3.89182040e-01 4.69131605e-01\n",
- " 8.27377518e-01 5.89002822e-01 3.95731645e-01 2.29055719e-01\n",
- " 1.40104745e-01 1.12120901e-01 2.81726757e-02 -1.26074666e-01\n",
- " -1.66971773e-01 -1.51387124e-01 -1.45698970e-01 -2.15389587e-01\n",
- " -3.29925744e-01 -4.06580655e-01 -4.75495669e-01 -3.87374216e-01\n",
- " -3.76150809e-01 -2.62638183e-01 -1.62318175e-01 -7.24008188e-02\n",
- " 5.02305248e-02 1.62448776e-01 2.15075403e-01 2.19262608e-01\n",
- " 2.42313306e-01 1.71381801e-01 1.38457184e-01 1.10263767e-01\n",
- " 6.18782684e-02 4.22652863e-02 2.17181979e-02 1.44505550e-02\n",
- " 7.45643075e-03 4.14632209e-03 1.72115329e-03 7.91986551e-04\n",
- " 7.09183273e-05 0.00000000e+00 0.00000000e+00 -8.51285695e-03\n",
+ "16: 0:10:54.781969 (442.70188344589843, 229.87218627370297, 17.04248910150751), [-6.58721316e-02 8.17370651e-03 3.76028800e-01 4.63618398e-01\n",
+ " 8.23455702e-01 5.84342987e-01 4.01330380e-01 2.34012482e-01\n",
+ " 1.34993820e-01 1.18353970e-01 3.78834289e-02 -1.21835242e-01\n",
+ " -1.63787701e-01 -1.52227027e-01 -1.43428284e-01 -2.13685594e-01\n",
+ " -3.25284463e-01 -3.99082442e-01 -4.67288808e-01 -3.80399202e-01\n",
+ " -3.74678750e-01 -2.64097514e-01 -1.69107489e-01 -7.86351584e-02\n",
+ " 4.34455806e-02 1.52631907e-01 2.08535386e-01 2.13153949e-01\n",
+ " 2.37820846e-01 1.64659392e-01 1.37517396e-01 1.09512203e-01\n",
+ " 6.22921378e-02 4.26021546e-02 2.19999127e-02 1.47865635e-02\n",
+ " 7.65258553e-03 4.17455938e-03 1.77943087e-03 7.88052116e-04\n",
+ " 7.05183673e-05 0.00000000e+00 0.00000000e+00 -8.55302894e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -1043,17 +2255,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "17: 2:36:40.768403 (457.9825603469251, 237.51591778004766, 17.04927521317021), [-4.75740361e-02 1.74574906e-02 3.81510394e-01 4.70715618e-01\n",
- " 8.20826175e-01 5.97573962e-01 3.80360360e-01 2.31782834e-01\n",
- " 1.58371004e-01 1.05101575e-01 6.21778034e-03 -1.33267857e-01\n",
- " -1.32127774e-01 -1.21757374e-01 -1.58934971e-01 -2.47900989e-01\n",
- " -3.57187658e-01 -4.05016368e-01 -4.51763514e-01 -3.64619321e-01\n",
- " -3.60484543e-01 -2.56673240e-01 -1.66926439e-01 -8.12443357e-02\n",
- " 4.07144895e-02 1.53898774e-01 2.08913904e-01 2.15198668e-01\n",
- " 2.39409016e-01 1.72164023e-01 1.37802454e-01 1.10078584e-01\n",
- " 6.19152900e-02 4.23806385e-02 2.18151303e-02 1.45329973e-02\n",
- " 7.47937907e-03 4.17823083e-03 1.74412616e-03 8.00549533e-04\n",
- " 7.29848502e-05 0.00000000e+00 0.00000000e+00 -8.90074409e-03\n",
+ "17: 0:11:24.842809 (442.88782239485795, 229.83843273571858, 16.789043076579198), [-7.86656716e-02 7.69939304e-03 3.68956799e-01 4.65456855e-01\n",
+ " 8.18497482e-01 5.90733322e-01 3.90724392e-01 2.36730322e-01\n",
+ " 1.49925745e-01 1.14108100e-01 2.09059679e-02 -1.26906022e-01\n",
+ " -1.34312501e-01 -1.28452185e-01 -1.50203782e-01 -2.41151336e-01\n",
+ " -3.47024572e-01 -3.96304240e-01 -4.46599829e-01 -3.61558422e-01\n",
+ " -3.62540297e-01 -2.57719723e-01 -1.73720927e-01 -8.63186951e-02\n",
+ " 3.57839902e-02 1.46237866e-01 2.04242962e-01 2.10553335e-01\n",
+ " 2.36196545e-01 1.67062694e-01 1.37393576e-01 1.09691333e-01\n",
+ " 6.25063679e-02 4.28262970e-02 2.21493178e-02 1.48998909e-02\n",
+ " 7.74890377e-03 4.21270327e-03 1.80322214e-03 7.97686999e-04\n",
+ " 7.21975587e-05 0.00000000e+00 0.00000000e+00 -9.27368110e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -1063,17 +2275,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "18: 2:50:12.085883 (458.0094277163307, 237.51214374720502, 17.01485977807932), [-4.84874299e-02 1.76441660e-02 3.81091774e-01 4.71277440e-01\n",
- " 8.19851790e-01 6.00454553e-01 3.73651130e-01 2.40370337e-01\n",
- " 1.56335505e-01 9.95436237e-02 1.40461067e-02 -1.33198025e-01\n",
- " -1.38032640e-01 -1.16097120e-01 -1.73360100e-01 -2.34066349e-01\n",
- " -3.54334564e-01 -4.12295714e-01 -4.59803331e-01 -3.65979378e-01\n",
- " -3.55324181e-01 -2.62585693e-01 -1.60961878e-01 -7.82214176e-02\n",
- " 3.97540207e-02 1.49833178e-01 2.03917823e-01 2.10667436e-01\n",
- " 2.35107310e-01 1.63214571e-01 1.35903593e-01 1.08741488e-01\n",
- " 6.12404732e-02 4.19402758e-02 2.15946153e-02 1.43938358e-02\n",
- " 7.18343326e-03 4.14240477e-03 1.73116367e-03 7.95420341e-04\n",
- " 7.35866995e-05 0.00000000e+00 0.00000000e+00 -7.26495563e-03\n",
+ "18: 0:12:23.875630 (442.921245449471, 229.83468615095325, 16.74812685243551), [-8.01093743e-02 7.88368564e-03 3.68280488e-01 4.66091447e-01\n",
+ " 8.17476063e-01 5.93595190e-01 3.84183590e-01 2.45210065e-01\n",
+ " 1.48329715e-01 1.08673099e-01 2.82574697e-02 -1.26471534e-01\n",
+ " -1.39477123e-01 -1.22427950e-01 -1.64734388e-01 -2.27476149e-01\n",
+ " -3.44098333e-01 -4.03350319e-01 -4.54237652e-01 -3.62545906e-01\n",
+ " -3.57084869e-01 -2.63645320e-01 -1.67453686e-01 -8.29497092e-02\n",
+ " 3.51790903e-02 1.42441301e-01 1.99383828e-01 2.06022216e-01\n",
+ " 2.31798967e-01 1.59198572e-01 1.35382971e-01 1.08255496e-01\n",
+ " 6.17746232e-02 4.23477747e-02 2.19071409e-02 1.47471519e-02\n",
+ " 7.44987178e-03 4.17294738e-03 1.78716348e-03 7.89975290e-04\n",
+ " 7.26470781e-05 0.00000000e+00 0.00000000e+00 -7.65163072e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -1089,17 +2301,17 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "19: 3:03:41.488818 (458.0113298551878, 237.51196324772704, 17.012596640266285), [-4.83316743e-02 1.76246828e-02 3.81197260e-01 4.71170913e-01\n",
- " 8.20222195e-01 5.99618639e-01 3.75594328e-01 2.38340555e-01\n",
- " 1.56606437e-01 1.01076727e-01 1.20841065e-02 -1.32446692e-01\n",
- " -1.37207106e-01 -1.16273101e-01 -1.75815662e-01 -2.32740554e-01\n",
- " -3.52563048e-01 -4.11626498e-01 -4.60247884e-01 -3.66784100e-01\n",
- " -3.55845586e-01 -2.64932236e-01 -1.59653851e-01 -7.63695375e-02\n",
- " 4.15469911e-02 1.51110448e-01 2.04411751e-01 2.10597543e-01\n",
- " 2.34609826e-01 1.60686339e-01 1.35368856e-01 1.08250418e-01\n",
- " 6.09420742e-02 4.17209369e-02 2.14722385e-02 1.43073068e-02\n",
- " 7.08711664e-03 4.11397099e-03 1.71546169e-03 7.88621805e-04\n",
- " 6.99757559e-05 0.00000000e+00 0.00000000e+00 -6.82541641e-03\n",
+ "19: 0:13:22.988183 (442.92547055591086, 229.83458975919572, 16.743708962480607), [-8.01228164e-02 7.85617819e-03 3.68280852e-01 4.66017877e-01\n",
+ " 8.17691400e-01 5.93033826e-01 3.85497394e-01 2.43708751e-01\n",
+ " 1.48697482e-01 1.09754977e-01 2.65641478e-02 -1.25959083e-01\n",
+ " -1.38534190e-01 -1.22283099e-01 -1.66710459e-01 -2.26794493e-01\n",
+ " -3.43025451e-01 -4.02824467e-01 -4.54319174e-01 -3.62904427e-01\n",
+ " -3.57331794e-01 -2.65442484e-01 -1.66513699e-01 -8.16264783e-02\n",
+ " 3.64795303e-02 1.43366603e-01 1.99734919e-01 2.05948742e-01\n",
+ " 2.31404194e-01 1.57457509e-01 1.34962077e-01 1.07869107e-01\n",
+ " 6.15381387e-02 4.21761514e-02 2.18115537e-02 1.46802362e-02\n",
+ " 7.37514163e-03 4.15288590e-03 1.77627007e-03 7.85665090e-04\n",
+ " 7.13405621e-05 0.00000000e+00 0.00000000e+00 -7.31245956e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -1109,17 +2321,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "20: 3:10:34.061606 (457.99756628653176, 237.51179251620312, 17.02601874587445), [-4.77333317e-02 1.74213033e-02 3.81323098e-01 4.70808856e-01\n",
- " 8.19996178e-01 5.99218279e-01 3.75239266e-01 2.38608503e-01\n",
- " 1.55058720e-01 1.00704551e-01 1.35540854e-02 -1.32374400e-01\n",
- " -1.40087321e-01 -1.18416179e-01 -1.73420673e-01 -2.31802865e-01\n",
- " -3.52312978e-01 -4.11999300e-01 -4.61122080e-01 -3.67458521e-01\n",
- " -3.56491874e-01 -2.66229303e-01 -1.59845689e-01 -7.62435383e-02\n",
- " 4.21588094e-02 1.52155165e-01 2.05533647e-01 2.11561119e-01\n",
- " 2.35448672e-01 1.59455711e-01 1.35656953e-01 1.08407177e-01\n",
- " 6.10015237e-02 4.17469636e-02 2.14818154e-02 1.43133594e-02\n",
- " 7.03816511e-03 4.11593236e-03 1.71666572e-03 7.84483308e-04\n",
- " 7.25989538e-05 0.00000000e+00 0.00000000e+00 -6.57430771e-03\n",
+ "20: 0:14:22.050028 (442.9256335662375, 229.83457951935975, 16.743525472482048), [-8.01074332e-02 7.73854829e-03 3.68183213e-01 4.65866447e-01\n",
+ " 8.17474815e-01 5.92955396e-01 3.85150365e-01 2.43723868e-01\n",
+ " 1.48388668e-01 1.09535979e-01 2.66000932e-02 -1.26006504e-01\n",
+ " -1.39075455e-01 -1.22626772e-01 -1.66250098e-01 -2.26855098e-01\n",
+ " -3.43313715e-01 -4.02956643e-01 -4.54312412e-01 -3.62816843e-01\n",
+ " -3.57306282e-01 -2.66253880e-01 -1.66520252e-01 -8.15478359e-02\n",
+ " 3.67315417e-02 1.43768706e-01 2.00132768e-01 2.06263644e-01\n",
+ " 2.31643640e-01 1.56622147e-01 1.35008019e-01 1.07871647e-01\n",
+ " 6.15255381e-02 4.21597609e-02 2.18007622e-02 1.46704484e-02\n",
+ " 7.33798602e-03 4.14800245e-03 1.77232589e-03 7.84703805e-04\n",
+ " 7.13316352e-05 0.00000000e+00 0.00000000e+00 -7.13532471e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -1129,17 +2341,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "21: 3:24:04.272949 (457.99576752337043, 237.51177029353883, 17.02777306370725), [-4.76026437e-02 1.74487692e-02 3.81412321e-01 4.70821802e-01\n",
- " 8.20079419e-01 5.99108827e-01 3.75624112e-01 2.38199830e-01\n",
- " 1.55121468e-01 1.00907725e-01 1.35280946e-02 -1.32577408e-01\n",
- " -1.40054583e-01 -1.18572609e-01 -1.73761111e-01 -2.31459086e-01\n",
- " -3.51772204e-01 -4.12136032e-01 -4.61882398e-01 -3.68161792e-01\n",
- " -3.56795209e-01 -2.64957718e-01 -1.59686652e-01 -7.62129003e-02\n",
- " 4.18240356e-02 1.51518622e-01 2.04877983e-01 2.11047827e-01\n",
- " 2.35073771e-01 1.60773324e-01 1.35596699e-01 1.08413671e-01\n",
- " 6.10237544e-02 4.17714221e-02 2.14983495e-02 1.43246416e-02\n",
- " 7.08877685e-03 4.11984164e-03 1.71688474e-03 7.89451163e-04\n",
- " 7.12236669e-05 0.00000000e+00 0.00000000e+00 -6.81842721e-03\n",
+ "21: 0:14:52.122790 (442.92622105130977, 229.83457222022807, 16.74292338914637), [-8.00202484e-02 7.61243743e-03 3.68111842e-01 4.65694212e-01\n",
+ " 8.17258847e-01 5.92758149e-01 3.85125119e-01 2.43181907e-01\n",
+ " 1.48225947e-01 1.09511781e-01 2.63560783e-02 -1.26355145e-01\n",
+ " -1.39409454e-01 -1.23019658e-01 -1.66317959e-01 -2.26686944e-01\n",
+ " -3.43154203e-01 -4.03253790e-01 -4.55097785e-01 -3.63446977e-01\n",
+ " -3.57555039e-01 -2.65666124e-01 -1.66318047e-01 -8.13935932e-02\n",
+ " 3.66430001e-02 1.43475602e-01 1.99806907e-01 2.06007023e-01\n",
+ " 2.31447224e-01 1.56990209e-01 1.34975769e-01 1.07873254e-01\n",
+ " 6.15379346e-02 4.21722733e-02 2.18088889e-02 1.46793810e-02\n",
+ " 7.35382266e-03 4.15295645e-03 1.77714763e-03 7.86973740e-04\n",
+ " 7.04564700e-05 0.00000000e+00 0.00000000e+00 -7.21542959e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -1149,17 +2361,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "22: 3:37:35.301490 (457.99593740783405, 237.51176985333632, 17.027602298838566), [-4.76151142e-02 1.74393957e-02 3.81398754e-01 4.70811342e-01\n",
- " 8.20066229e-01 5.99107791e-01 3.75578023e-01 2.38254751e-01\n",
- " 1.55069073e-01 1.00913387e-01 1.35208850e-02 -1.32570256e-01\n",
- " -1.40072727e-01 -1.18468739e-01 -1.73937664e-01 -2.31404754e-01\n",
- " -3.51771901e-01 -4.12095635e-01 -4.61797787e-01 -3.68140364e-01\n",
- " -3.56871742e-01 -2.64892550e-01 -1.59751239e-01 -7.61992260e-02\n",
- " 4.19125341e-02 1.51632413e-01 2.04957831e-01 2.11081057e-01\n",
- " 2.35067112e-01 1.60973223e-01 1.35566048e-01 1.08381801e-01\n",
- " 6.10035234e-02 4.17583146e-02 2.14901625e-02 1.43192106e-02\n",
- " 7.09548969e-03 4.11853461e-03 1.71786993e-03 7.89334136e-04\n",
- " 7.25259189e-05 0.00000000e+00 0.00000000e+00 -6.85744013e-03\n",
+ "22: 0:15:51.534856 (442.9263038626892, 229.83457168941098, 16.74283951613272), [-8.00308336e-02 7.60088489e-03 3.68097512e-01 4.65680601e-01\n",
+ " 8.17242908e-01 5.92756923e-01 3.85064735e-01 2.43257213e-01\n",
+ " 1.48154881e-01 1.09507896e-01 2.63701478e-02 -1.26337729e-01\n",
+ " -1.39460505e-01 -1.22922608e-01 -1.66470214e-01 -2.26628535e-01\n",
+ " -3.43161881e-01 -4.03211949e-01 -4.54989741e-01 -3.63408301e-01\n",
+ " -3.57640473e-01 -2.65628434e-01 -1.66399240e-01 -8.13832979e-02\n",
+ " 3.67530721e-02 1.43630984e-01 1.99923973e-01 2.06066283e-01\n",
+ " 2.31460898e-01 1.57167643e-01 1.34944854e-01 1.07837225e-01\n",
+ " 6.15125369e-02 4.21553888e-02 2.17984922e-02 1.46712694e-02\n",
+ " 7.36099092e-03 4.14989065e-03 1.77567571e-03 7.84431509e-04\n",
+ " 7.10523579e-05 0.00000000e+00 0.00000000e+00 -7.25290720e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -1169,17 +2381,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "23: 3:44:26.837864 (457.996572854466, 237.51176963936555, 17.026966424265087), [-4.76468109e-02 1.74451652e-02 3.81387597e-01 4.70825820e-01\n",
- " 8.20074724e-01 5.99112651e-01 3.75632192e-01 2.38170354e-01\n",
- " 1.55194620e-01 1.00910923e-01 1.34462897e-02 -1.32561198e-01\n",
- " -1.39946560e-01 -1.18382661e-01 -1.74022180e-01 -2.31401649e-01\n",
- " -3.51801804e-01 -4.12128980e-01 -4.61773800e-01 -3.68068125e-01\n",
- " -3.56756065e-01 -2.64867521e-01 -1.59716820e-01 -7.62235096e-02\n",
- " 4.18522266e-02 1.51570106e-01 2.04925857e-01 2.11067525e-01\n",
- " 2.35072278e-01 1.61042032e-01 1.35576251e-01 1.08388105e-01\n",
- " 6.10181897e-02 4.17616075e-02 2.14984113e-02 1.43248013e-02\n",
- " 7.10229478e-03 4.12008976e-03 1.71951658e-03 7.90333738e-04\n",
- " 7.42486733e-05 0.00000000e+00 0.00000000e+00 -6.86641486e-03\n",
+ "23: 0:16:21.768297 (442.92614847467667, 229.8345713195211, 16.742994164365566), [-8.00517912e-02 7.62697997e-03 3.68110588e-01 4.65718230e-01\n",
+ " 8.17291669e-01 5.92786562e-01 3.85115782e-01 2.43298565e-01\n",
+ " 1.48248757e-01 1.09495750e-01 2.64191861e-02 -1.26254945e-01\n",
+ " -1.39387061e-01 -1.22863287e-01 -1.66412960e-01 -2.26625810e-01\n",
+ " -3.43219594e-01 -4.03183677e-01 -4.54858379e-01 -3.63230273e-01\n",
+ " -3.57502792e-01 -2.65803848e-01 -1.66398386e-01 -8.14414291e-02\n",
+ " 3.67335295e-02 1.43659615e-01 1.99989279e-01 2.06132305e-01\n",
+ " 2.31536124e-01 1.57103940e-01 1.34974038e-01 1.07869171e-01\n",
+ " 6.15256688e-02 4.21630823e-02 2.18026435e-02 1.46747185e-02\n",
+ " 7.36239245e-03 4.15295744e-03 1.77000985e-03 7.91071812e-04\n",
+ " 7.76745966e-05 0.00000000e+00 0.00000000e+00 -7.23708698e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -1189,17 +2401,17 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
- "24: 3:57:58.062285 (457.99661836779234, 237.5117695853818, 17.026920802971294), [-4.76467172e-02 1.74487755e-02 3.81390440e-01 4.70830958e-01\n",
- " 8.20077182e-01 5.99124014e-01 3.75613509e-01 2.38213853e-01\n",
- " 1.55165112e-01 1.00930848e-01 1.34456530e-02 -1.32576096e-01\n",
- " -1.39922231e-01 -1.18381584e-01 -1.74021229e-01 -2.31452272e-01\n",
- " -3.51787807e-01 -4.12093704e-01 -4.61768517e-01 -3.68096798e-01\n",
- " -3.56802104e-01 -2.64860590e-01 -1.59722454e-01 -7.62138921e-02\n",
- " 4.18557705e-02 1.51556627e-01 2.04894031e-01 2.11037971e-01\n",
- " 2.35041042e-01 1.61006686e-01 1.35566192e-01 1.08385937e-01\n",
- " 6.10100536e-02 4.17619897e-02 2.14954641e-02 1.43225561e-02\n",
- " 7.09922759e-03 4.11946954e-03 1.71848368e-03 7.90485939e-04\n",
- " 7.17768874e-05 0.00000000e+00 0.00000000e+00 -6.86171137e-03\n",
+ "24: 0:17:20.876679 (442.92613151978617, 229.83457126777625, 16.74301101576635), [-8.00504605e-02 7.63158019e-03 3.68115028e-01 4.65724350e-01\n",
+ " 8.17296382e-01 5.92798854e-01 3.85097399e-01 2.43348603e-01\n",
+ " 1.48216549e-01 1.09516180e-01 2.64243301e-02 -1.26262656e-01\n",
+ " -1.39369575e-01 -1.22862792e-01 -1.66406179e-01 -2.26673272e-01\n",
+ " -3.43199728e-01 -4.03156687e-01 -4.54841974e-01 -3.63261010e-01\n",
+ " -3.57541461e-01 -2.65797407e-01 -1.66415868e-01 -8.14295427e-02\n",
+ " 3.67354874e-02 1.43650636e-01 1.99970413e-01 2.06115597e-01\n",
+ " 2.31513982e-01 1.57051727e-01 1.34967377e-01 1.07854745e-01\n",
+ " 6.15203833e-02 4.21601706e-02 2.18012491e-02 1.46733476e-02\n",
+ " 7.35782828e-03 4.15011235e-03 1.77358434e-03 7.86479355e-04\n",
+ " 7.21457653e-05 0.00000000e+00 0.00000000e+00 -7.22671285e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -1215,17 +2427,17 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "25: 4:04:52.365069 (457.99645896731795, 237.5117695670964, 17.02708016687482), [-4.76360074e-02 1.74484856e-02 3.81395596e-01 4.70828591e-01\n",
- " 8.20077367e-01 5.99121549e-01 3.75611452e-01 2.38219066e-01\n",
- " 1.55150471e-01 1.00921729e-01 1.34717251e-02 -1.32560864e-01\n",
- " -1.39986376e-01 -1.18390584e-01 -1.73988449e-01 -2.31440417e-01\n",
- " -3.51795714e-01 -4.12085920e-01 -4.61777357e-01 -3.68109970e-01\n",
- " -3.56836903e-01 -2.64842589e-01 -1.59755176e-01 -7.62172521e-02\n",
- " 4.18847798e-02 1.51580746e-01 2.04905699e-01 2.11036366e-01\n",
- " 2.35026981e-01 1.60966563e-01 1.35553141e-01 1.08375106e-01\n",
- " 6.09981535e-02 4.17578794e-02 2.14828304e-02 1.43105414e-02\n",
- " 7.09667861e-03 4.11269140e-03 1.71322327e-03 7.83173233e-04\n",
- " 7.13861569e-05 0.00000000e+00 0.00000000e+00 -6.86100648e-03\n",
+ "25: 0:17:50.966772 (442.92620525360365, 229.83457125323253, 16.742937252861374), [-8.00453334e-02 7.62612083e-03 3.68112793e-01 4.65716488e-01\n",
+ " 8.17287237e-01 5.92789810e-01 3.85099098e-01 2.43318538e-01\n",
+ " 1.48217035e-01 1.09508744e-01 2.64204350e-02 -1.26275695e-01\n",
+ " -1.39399786e-01 -1.22860948e-01 -1.66420706e-01 -2.26657858e-01\n",
+ " -3.43191302e-01 -4.03181635e-01 -4.54859594e-01 -3.63298806e-01\n",
+ " -3.57576383e-01 -2.65715514e-01 -1.66431840e-01 -8.14228426e-02\n",
+ " 3.67432700e-02 1.43658157e-01 1.99958967e-01 2.06103849e-01\n",
+ " 2.31494991e-01 1.57034560e-01 1.34961857e-01 1.07848008e-01\n",
+ " 6.15195621e-02 4.21554264e-02 2.18073533e-02 1.46723419e-02\n",
+ " 7.35637424e-03 4.15214780e-03 1.78038360e-03 7.85856408e-04\n",
+ " 7.76728798e-05 0.00000000e+00 0.00000000e+00 -7.22107260e-03\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -1236,7 +2448,7 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]\n",
"Warning: Maximum number of iterations has been exceeded.\n",
- " Current function value: 237.511770\n",
+ " Current function value: 229.834571\n",
" Iterations: 25\n",
" Function evaluations: 2916\n",
" Gradient evaluations: 36\n"
@@ -1249,8 +2461,24 @@
},
{
"cell_type": "code",
- "execution_count": 29,
- "metadata": {},
+ "execution_count": 36,
+ "id": "1654e304",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:25:24.683469Z",
+ "iopub.status.busy": "2023-04-12T15:25:24.683132Z",
+ "iopub.status.idle": "2023-04-12T15:25:24.830994Z",
+ "shell.execute_reply": "2023-04-12T15:25:24.830447Z"
+ },
+ "papermill": {
+ "duration": 0.171683,
+ "end_time": "2023-04-12T15:25:24.832284",
+ "exception": false,
+ "start_time": "2023-04-12T15:25:24.660601",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [],
"source": [
"params.set_Fnl(boz.nl_lut(domain, res.x))"
@@ -1258,21 +2486,37 @@
},
{
"cell_type": "code",
- "execution_count": 30,
+ "execution_count": 37,
+ "id": "38ce5b0a",
"metadata": {
- "scrolled": false
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:25:24.876007Z",
+ "iopub.status.busy": "2023-04-12T15:25:24.875735Z",
+ "iopub.status.idle": "2023-04-12T15:25:25.026661Z",
+ "shell.execute_reply": "2023-04-12T15:25:25.026107Z"
+ },
+ "papermill": {
+ "duration": 0.174114,
+ "end_time": "2023-04-12T15:25:25.027946",
+ "exception": false,
+ "start_time": "2023-04-12T15:25:24.853832",
+ "status": "completed"
+ },
+ "scrolled": false,
+ "tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "proposal:2937 darkrun:615 run:614 module:15 gain:3 ph/bin\n",
- "mean threshold:(28.9749822713016, 55.9749822713016) std threshold:(None, None)\n",
+ "proposal:2937 darkrun:615 run:614 module:15 gain:3.0 ph/bin\n",
+ "drop intra darks:True\n",
+ "mean threshold:(28.975031015633952, 55.97503101563395) std threshold:(None, None)\n",
"mask:(#12) [[15, 437], [36, 477], [43, 506], [59, 215], [61, 215], [63, 28], [71, 451], [76, 302], [80, 223], [80, 224], [108, 185], [125, 296]]\n",
- "rois threshold: 4\n",
- "rois: {'b0': {'xl': 0, 'xh': 64, 'yl': 0, 'yh': 23}, 'b1': {'xl': 64, 'xh': 128, 'yl': 0, 'yh': 23}, 'b2': {'xl': 128, 'xh': 192, 'yl': 0, 'yh': 23}, 'b3': {'xl': 192, 'xh': 256, 'yl': 0, 'yh': 23}, 'b8': {'xl': 0, 'xh': 64, 'yl': 105, 'yh': 128}, 'b9': {'xl': 64, 'xh': 128, 'yl': 105, 'yh': 128}, 'b10': {'xl': 128, 'xh': 192, 'yl': 105, 'yh': 128}, 'b11': {'xl': 192, 'xh': 256, 'yl': 105, 'yh': 128}, 'n': {'xl': 12, 'xh': 89, 'yl': 23, 'yh': 105}, '0': {'xl': 89, 'xh': 167, 'yl': 23, 'yh': 105}, 'p': {'xl': 167, 'xh': 245, 'yl': 23, 'yh': 105}, 'sat': {'xl': 12, 'xh': 245, 'yl': 23, 'yh': 105}, '0X': {'xl': 12, 'xh': 64, 'yl': 23, 'yh': 64}, '1X1': {'xl': 64, 'xh': 89, 'yl': 23, 'yh': 64}, '1X2': {'xl': 89, 'xh': 128, 'yl': 23, 'yh': 64}, '2X1': {'xl': 128, 'xh': 167, 'yl': 23, 'yh': 64}, '2X2': {'xl': 167, 'xh': 192, 'yl': 23, 'yh': 64}, '3X': {'xl': 192, 'xh': 245, 'yl': 23, 'yh': 64}, '8X': {'xl': 12, 'xh': 64, 'yl': 64, 'yh': 105}, '9X1': {'xl': 64, 'xh': 89, 'yl': 64, 'yh': 105}, '9X2': {'xl': 89, 'xh': 128, 'yl': 64, 'yh': 105}, '10X1': {'xl': 128, 'xh': 167, 'yl': 64, 'yh': 105}, '10X2': {'xl': 167, 'xh': 192, 'yl': 64, 'yh': 105}, '11X': {'xl': 192, 'xh': 245, 'yl': 64, 'yh': 105}}\n",
- "flat field p: [-0.5836879561405153, -0.007060129529281058, 1.4298375869832025, -0.794051448301634, 0.37793917890335865, 0.011048034019438152, 0.9134028443893107, -0.5563171304433135] prod:(5.0, inf) ratio:(-inf, 1.2)\n",
+ "rois threshold: 0.18\n",
+ "rois: {'n': {'xl': 12, 'xh': 89, 'yl': 22, 'yh': 105}, '0': {'xl': 89, 'xh': 167, 'yl': 22, 'yh': 105}, 'p': {'xl': 167, 'xh': 244, 'yl': 22, 'yh': 105}, 'sat': {'xl': 12, 'xh': 244, 'yl': 22, 'yh': 105}}\n",
+ "flat-field p: [-0.6223040701072852, 0.000724733782145572, 1.500176720279694, -0.8340295260244752, 0.4050030612762583, 0.003192720612202234, 0.9295524383664061, -0.5658387778696685] prod:(5.0, inf) ratio:(-inf, 1.2)\n",
"plane guess fit: [-0.2, -0.1, 1, -0.54, 0.2, -0.1, 1, -0.54]\n",
"use hexagons: False\n",
"enforce mirror symmetry: False\n",
@@ -1287,71 +2531,71 @@
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
- " 0.00000000e+00 -4.76360074e-02 -4.76360074e-02 -4.76360074e-02\n",
- " -4.76360074e-02 -4.76360074e-02 -4.76360074e-02 1.74484856e-02\n",
- " 1.74484856e-02 1.74484856e-02 1.74484856e-02 1.74484856e-02\n",
- " 1.74484856e-02 3.81395596e-01 3.81395596e-01 3.81395596e-01\n",
- " 3.81395596e-01 3.81395596e-01 3.81395596e-01 4.70828591e-01\n",
- " 4.70828591e-01 4.70828591e-01 4.70828591e-01 4.70828591e-01\n",
- " 4.70828591e-01 8.20077367e-01 8.20077367e-01 8.20077367e-01\n",
- " 8.20077367e-01 8.20077367e-01 8.20077367e-01 5.99121549e-01\n",
- " 5.99121549e-01 5.99121549e-01 5.99121549e-01 5.99121549e-01\n",
- " 5.99121549e-01 3.75611452e-01 3.75611452e-01 3.75611452e-01\n",
- " 3.75611452e-01 3.75611452e-01 3.75611452e-01 2.38219066e-01\n",
- " 2.38219066e-01 2.38219066e-01 2.38219066e-01 2.38219066e-01\n",
- " 1.55150471e-01 1.55150471e-01 1.55150471e-01 1.55150471e-01\n",
- " 1.55150471e-01 1.55150471e-01 1.00921729e-01 1.00921729e-01\n",
- " 1.00921729e-01 1.00921729e-01 1.00921729e-01 1.00921729e-01\n",
- " 1.34717251e-02 1.34717251e-02 1.34717251e-02 1.34717251e-02\n",
- " 1.34717251e-02 1.34717251e-02 -1.32560864e-01 -1.32560864e-01\n",
- " -1.32560864e-01 -1.32560864e-01 -1.32560864e-01 -1.32560864e-01\n",
- " -1.39986376e-01 -1.39986376e-01 -1.39986376e-01 -1.39986376e-01\n",
- " -1.39986376e-01 -1.39986376e-01 -1.18390584e-01 -1.18390584e-01\n",
- " -1.18390584e-01 -1.18390584e-01 -1.18390584e-01 -1.18390584e-01\n",
- " -1.73988449e-01 -1.73988449e-01 -1.73988449e-01 -1.73988449e-01\n",
- " -1.73988449e-01 -2.31440417e-01 -2.31440417e-01 -2.31440417e-01\n",
- " -2.31440417e-01 -2.31440417e-01 -2.31440417e-01 -3.51795714e-01\n",
- " -3.51795714e-01 -3.51795714e-01 -3.51795714e-01 -3.51795714e-01\n",
- " -3.51795714e-01 -4.12085920e-01 -4.12085920e-01 -4.12085920e-01\n",
- " -4.12085920e-01 -4.12085920e-01 -4.12085920e-01 -4.61777357e-01\n",
- " -4.61777357e-01 -4.61777357e-01 -4.61777357e-01 -4.61777357e-01\n",
- " -4.61777357e-01 -3.68109970e-01 -3.68109970e-01 -3.68109970e-01\n",
- " -3.68109970e-01 -3.68109970e-01 -3.68109970e-01 -3.56836903e-01\n",
- " -3.56836903e-01 -3.56836903e-01 -3.56836903e-01 -3.56836903e-01\n",
- " -3.56836903e-01 -2.64842589e-01 -2.64842589e-01 -2.64842589e-01\n",
- " -2.64842589e-01 -2.64842589e-01 -1.59755176e-01 -1.59755176e-01\n",
- " -1.59755176e-01 -1.59755176e-01 -1.59755176e-01 -1.59755176e-01\n",
- " -7.62172521e-02 -7.62172521e-02 -7.62172521e-02 -7.62172521e-02\n",
- " -7.62172521e-02 -7.62172521e-02 4.18847798e-02 4.18847798e-02\n",
- " 4.18847798e-02 4.18847798e-02 4.18847798e-02 4.18847798e-02\n",
- " 1.51580746e-01 1.51580746e-01 1.51580746e-01 1.51580746e-01\n",
- " 1.51580746e-01 1.51580746e-01 2.04905699e-01 2.04905699e-01\n",
- " 2.04905699e-01 2.04905699e-01 2.04905699e-01 2.04905699e-01\n",
- " 2.11036366e-01 2.11036366e-01 2.11036366e-01 2.11036366e-01\n",
- " 2.11036366e-01 2.11036366e-01 2.35026981e-01 2.35026981e-01\n",
- " 2.35026981e-01 2.35026981e-01 2.35026981e-01 2.35026981e-01\n",
- " 1.60966563e-01 1.60966563e-01 1.60966563e-01 1.60966563e-01\n",
- " 1.60966563e-01 1.35553141e-01 1.35553141e-01 1.35553141e-01\n",
- " 1.35553141e-01 1.35553141e-01 1.35553141e-01 1.08375106e-01\n",
- " 1.08375106e-01 1.08375106e-01 1.08375106e-01 1.08375106e-01\n",
- " 1.08375106e-01 6.09981535e-02 6.09981535e-02 6.09981535e-02\n",
- " 6.09981535e-02 6.09981535e-02 6.09981535e-02 4.17578794e-02\n",
- " 4.17578794e-02 4.17578794e-02 4.17578794e-02 4.17578794e-02\n",
- " 4.17578794e-02 2.14828304e-02 2.14828304e-02 2.14828304e-02\n",
- " 2.14828304e-02 2.14828304e-02 2.14828304e-02 1.43105414e-02\n",
- " 1.43105414e-02 1.43105414e-02 1.43105414e-02 1.43105414e-02\n",
- " 1.43105414e-02 7.09667861e-03 7.09667861e-03 7.09667861e-03\n",
- " 7.09667861e-03 7.09667861e-03 4.11269140e-03 4.11269140e-03\n",
- " 4.11269140e-03 4.11269140e-03 4.11269140e-03 4.11269140e-03\n",
- " 1.71322327e-03 1.71322327e-03 1.71322327e-03 1.71322327e-03\n",
- " 1.71322327e-03 1.71322327e-03 7.83173233e-04 7.83173233e-04\n",
- " 7.83173233e-04 7.83173233e-04 7.83173233e-04 7.83173233e-04\n",
- " 7.13861569e-05 7.13861569e-05 7.13861569e-05 7.13861569e-05\n",
- " 7.13861569e-05 7.13861569e-05 0.00000000e+00 0.00000000e+00\n",
+ " 0.00000000e+00 -8.00453334e-02 -8.00453334e-02 -8.00453334e-02\n",
+ " -8.00453334e-02 -8.00453334e-02 -8.00453334e-02 7.62612083e-03\n",
+ " 7.62612083e-03 7.62612083e-03 7.62612083e-03 7.62612083e-03\n",
+ " 7.62612083e-03 3.68112793e-01 3.68112793e-01 3.68112793e-01\n",
+ " 3.68112793e-01 3.68112793e-01 3.68112793e-01 4.65716488e-01\n",
+ " 4.65716488e-01 4.65716488e-01 4.65716488e-01 4.65716488e-01\n",
+ " 4.65716488e-01 8.17287237e-01 8.17287237e-01 8.17287237e-01\n",
+ " 8.17287237e-01 8.17287237e-01 8.17287237e-01 5.92789810e-01\n",
+ " 5.92789810e-01 5.92789810e-01 5.92789810e-01 5.92789810e-01\n",
+ " 5.92789810e-01 3.85099098e-01 3.85099098e-01 3.85099098e-01\n",
+ " 3.85099098e-01 3.85099098e-01 3.85099098e-01 2.43318538e-01\n",
+ " 2.43318538e-01 2.43318538e-01 2.43318538e-01 2.43318538e-01\n",
+ " 1.48217035e-01 1.48217035e-01 1.48217035e-01 1.48217035e-01\n",
+ " 1.48217035e-01 1.48217035e-01 1.09508744e-01 1.09508744e-01\n",
+ " 1.09508744e-01 1.09508744e-01 1.09508744e-01 1.09508744e-01\n",
+ " 2.64204350e-02 2.64204350e-02 2.64204350e-02 2.64204350e-02\n",
+ " 2.64204350e-02 2.64204350e-02 -1.26275695e-01 -1.26275695e-01\n",
+ " -1.26275695e-01 -1.26275695e-01 -1.26275695e-01 -1.26275695e-01\n",
+ " -1.39399786e-01 -1.39399786e-01 -1.39399786e-01 -1.39399786e-01\n",
+ " -1.39399786e-01 -1.39399786e-01 -1.22860948e-01 -1.22860948e-01\n",
+ " -1.22860948e-01 -1.22860948e-01 -1.22860948e-01 -1.22860948e-01\n",
+ " -1.66420706e-01 -1.66420706e-01 -1.66420706e-01 -1.66420706e-01\n",
+ " -1.66420706e-01 -2.26657858e-01 -2.26657858e-01 -2.26657858e-01\n",
+ " -2.26657858e-01 -2.26657858e-01 -2.26657858e-01 -3.43191302e-01\n",
+ " -3.43191302e-01 -3.43191302e-01 -3.43191302e-01 -3.43191302e-01\n",
+ " -3.43191302e-01 -4.03181635e-01 -4.03181635e-01 -4.03181635e-01\n",
+ " -4.03181635e-01 -4.03181635e-01 -4.03181635e-01 -4.54859594e-01\n",
+ " -4.54859594e-01 -4.54859594e-01 -4.54859594e-01 -4.54859594e-01\n",
+ " -4.54859594e-01 -3.63298806e-01 -3.63298806e-01 -3.63298806e-01\n",
+ " -3.63298806e-01 -3.63298806e-01 -3.63298806e-01 -3.57576383e-01\n",
+ " -3.57576383e-01 -3.57576383e-01 -3.57576383e-01 -3.57576383e-01\n",
+ " -3.57576383e-01 -2.65715514e-01 -2.65715514e-01 -2.65715514e-01\n",
+ " -2.65715514e-01 -2.65715514e-01 -1.66431840e-01 -1.66431840e-01\n",
+ " -1.66431840e-01 -1.66431840e-01 -1.66431840e-01 -1.66431840e-01\n",
+ " -8.14228426e-02 -8.14228426e-02 -8.14228426e-02 -8.14228426e-02\n",
+ " -8.14228426e-02 -8.14228426e-02 3.67432700e-02 3.67432700e-02\n",
+ " 3.67432700e-02 3.67432700e-02 3.67432700e-02 3.67432700e-02\n",
+ " 1.43658157e-01 1.43658157e-01 1.43658157e-01 1.43658157e-01\n",
+ " 1.43658157e-01 1.43658157e-01 1.99958967e-01 1.99958967e-01\n",
+ " 1.99958967e-01 1.99958967e-01 1.99958967e-01 1.99958967e-01\n",
+ " 2.06103849e-01 2.06103849e-01 2.06103849e-01 2.06103849e-01\n",
+ " 2.06103849e-01 2.06103849e-01 2.31494991e-01 2.31494991e-01\n",
+ " 2.31494991e-01 2.31494991e-01 2.31494991e-01 2.31494991e-01\n",
+ " 1.57034560e-01 1.57034560e-01 1.57034560e-01 1.57034560e-01\n",
+ " 1.57034560e-01 1.34961857e-01 1.34961857e-01 1.34961857e-01\n",
+ " 1.34961857e-01 1.34961857e-01 1.34961857e-01 1.07848008e-01\n",
+ " 1.07848008e-01 1.07848008e-01 1.07848008e-01 1.07848008e-01\n",
+ " 1.07848008e-01 6.15195621e-02 6.15195621e-02 6.15195621e-02\n",
+ " 6.15195621e-02 6.15195621e-02 6.15195621e-02 4.21554264e-02\n",
+ " 4.21554264e-02 4.21554264e-02 4.21554264e-02 4.21554264e-02\n",
+ " 4.21554264e-02 2.18073533e-02 2.18073533e-02 2.18073533e-02\n",
+ " 2.18073533e-02 2.18073533e-02 2.18073533e-02 1.46723419e-02\n",
+ " 1.46723419e-02 1.46723419e-02 1.46723419e-02 1.46723419e-02\n",
+ " 1.46723419e-02 7.35637424e-03 7.35637424e-03 7.35637424e-03\n",
+ " 7.35637424e-03 7.35637424e-03 4.15214780e-03 4.15214780e-03\n",
+ " 4.15214780e-03 4.15214780e-03 4.15214780e-03 4.15214780e-03\n",
+ " 1.78038360e-03 1.78038360e-03 1.78038360e-03 1.78038360e-03\n",
+ " 1.78038360e-03 1.78038360e-03 7.85856408e-04 7.85856408e-04\n",
+ " 7.85856408e-04 7.85856408e-04 7.85856408e-04 7.85856408e-04\n",
+ " 7.76728797e-05 7.76728797e-05 7.76728797e-05 7.76728797e-05\n",
+ " 7.76728797e-05 7.76728797e-05 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
- " 0.00000000e+00 0.00000000e+00 -6.86100648e-03 -6.86100648e-03\n",
- " -6.86100648e-03 -6.86100648e-03 -6.86100648e-03 0.00000000e+00\n",
+ " 0.00000000e+00 0.00000000e+00 -7.22107260e-03 -7.22107260e-03\n",
+ " -7.22107260e-03 -7.22107260e-03 -7.22107260e-03 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
" 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
@@ -1415,54 +2659,67 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": 38,
+ "id": "728e24fb",
"metadata": {
- "scrolled": false
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:25:25.072192Z",
+ "iopub.status.busy": "2023-04-12T15:25:25.071917Z",
+ "iopub.status.idle": "2023-04-12T15:25:29.126558Z",
+ "shell.execute_reply": "2023-04-12T15:25:29.126009Z"
+ },
+ "papermill": {
+ "duration": 4.079002,
+ "end_time": "2023-04-12T15:25:29.128817",
+ "exception": false,
+ "start_time": "2023-04-12T15:25:25.049815",
+ "status": "completed"
+ },
+ "scrolled": false,
+ "tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "mu: 0.5542445556885757, s: 0.0049980920215803686, snr: 110.8912267512287\n",
- "weighted mu: 0.554268972459185, s: 0.004404833329173509, snr: 125.83199659070506\n",
- "diff mu: 0.5542445556885757, s: 0.004773850056449027, snr: 116.10011817188159\n",
- "mu: 0.6002670809314883, s: 0.005230707937832552, snr: 114.75828665368398\n",
- "weighted mu: 0.600345914578675, s: 0.004578843873985792, snr: 131.1129907681447\n",
- "diff mu: 0.6002670809314883, s: 0.005047108805112397, snr: 118.93285920910925\n",
- "mu: 0.9233995353955236, s: 0.011539652852173317, snr: 80.01969792545495\n",
- "weighted mu: 0.9232493450849466, s: 0.010595958119802509, snr: 87.13221915812503\n",
- "diff mu: 0.9233995353955236, s: 0.010482627124342126, snr: 88.08856066732172\n",
- "mu: 0.9885818290840357, s: 0.00703161836320888, snr: 140.59093910109425\n",
- "weighted mu: 0.9880806824390598, s: 0.0055338335841306815, snr: 178.552655662174\n",
- "diff mu: 0.9885818290840357, s: 0.00706294299349649, snr: 139.96740876916536\n",
- "mu: 0.9922006261924695, s: 0.006650941474445718, snr: 149.1819812284784\n",
- "weighted mu: 0.9923796589100197, s: 0.005576466935221683, snr: 177.95849422902916\n",
- "diff mu: 0.9922006261924695, s: 0.006693919235397952, snr: 148.2241705196617\n",
- "mu: 0.9963553265541172, s: 0.0032630473810008965, snr: 305.345038002022\n",
- "weighted mu: 0.9956680123052083, s: 0.002871239210765329, snr: 346.77292249704715\n",
- "diff mu: 0.9963553265541172, s: 0.00316218013483781, snr: 315.0849363631275\n",
- "mu: 0.9963948341459192, s: 0.0027233120824432166, snr: 365.8761111403746\n",
- "weighted mu: 0.9962524624037541, s: 0.0023138617824868947, snr: 430.5583289132339\n",
- "diff mu: 0.9963948341459192, s: 0.002727841557609234, snr: 365.26858804042524\n",
- "mu: 0.999195474504398, s: 0.002312991475482218, snr: 431.99271812970403\n",
- "weighted mu: 0.9993728546586068, s: 0.0019508902662356302, snr: 512.265026872558\n",
- "diff mu: 0.999195474504398, s: 0.0023155268923475366, snr: 431.5197019765077\n",
- "mu: 0.9971999768158415, s: 0.0027973648410549844, snr: 356.47834067999594\n",
- "weighted mu: 0.9968776495776257, s: 0.0025000641269980455, snr: 398.7408318100334\n",
- "diff mu: 0.9971999768158415, s: 0.002710160900953441, snr: 367.94862491928956\n"
+ "mu: 0.5548827255333549, s: 0.005084289575244334, snr: 109.13672742699538\n",
+ "weighted mu: 0.5548458130246263, s: 0.0044434740849424535, snr: 124.86757037805747\n",
+ "diff mu: 0.5548827255333549, s: 0.004872386726144649, snr: 113.8831453086267\n",
+ "mu: 0.5976615112755194, s: 0.005382491809662051, snr: 111.03807166091065\n",
+ "weighted mu: 0.597788040850602, s: 0.0047850701948281725, snr: 124.92774745430208\n",
+ "diff mu: 0.5976615112755194, s: 0.005185181280175686, snr: 115.26337826616337\n",
+ "mu: 0.9285018768837483, s: 0.012200618602811707, snr: 76.10285241354643\n",
+ "weighted mu: 0.9281647927167087, s: 0.011232131843254469, snr: 82.63478435521786\n",
+ "diff mu: 0.9285018768837483, s: 0.011195132904929328, snr: 82.93799499914108\n",
+ "mu: 0.989131458619956, s: 0.0070755493535068804, snr: 139.79571185235378\n",
+ "weighted mu: 0.9884902174393602, s: 0.0054195731639837316, snr: 182.39263269079237\n",
+ "diff mu: 0.989131458619956, s: 0.007101403322843433, snr: 139.2867597645339\n",
+ "mu: 0.9920652557682886, s: 0.0066457310959286905, snr: 149.27857318452863\n",
+ "weighted mu: 0.9923455021819694, s: 0.005687673097417032, snr: 174.47302001808572\n",
+ "diff mu: 0.9920652557682886, s: 0.0066754073354702865, snr: 148.61493927072797\n",
+ "mu: 0.9970452858694611, s: 0.0033459909372665136, snr: 297.982064076955\n",
+ "weighted mu: 0.9961149773600704, s: 0.0029137435593010515, snr: 341.86775777859407\n",
+ "diff mu: 0.9970452858694611, s: 0.003264412741680508, snr: 305.4286834317972\n",
+ "mu: 0.9969613645782567, s: 0.002526641087343409, snr: 394.5797325834251\n",
+ "weighted mu: 0.9967346659245049, s: 0.0021407377892240045, snr: 465.60334055942974\n",
+ "diff mu: 0.9969613645782567, s: 0.002537198385132514, snr: 392.9378839353892\n",
+ "mu: 0.9990953203422078, s: 0.002431422225116063, snr: 410.9098411710522\n",
+ "weighted mu: 0.9993800049741802, s: 0.0020677924999526415, snr: 483.3076844011519\n",
+ "diff mu: 0.9990953203422078, s: 0.002429860501200696, snr: 411.1739418162125\n",
+ "mu: 0.9978674182119845, s: 0.0026633668482404335, snr: 374.6639028984049\n",
+ "weighted mu: 0.9973530198357894, s: 0.0023843840153367555, snr: 418.2853992564321\n",
+ "diff mu: 0.9978674182119845, s: 0.0025864547554682957, snr: 385.8050932854279\n"
]
},
{
"data": {
- "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkgAAAG4CAYAAAC+ZBgrAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzsvXmYXGd95/v51XJq773V2pDUsi2MDcbIMoZhcIDEM5CQRUMSkkwIcAMON8PNcid3MrkTsjHZZnIzGS7kcoHLsOQm8WDGjAlbNGwiHjCWjG1GtizZarW27lbvXVWnqs72zh/vOadPl6pbLblbW7+f56mnq+qcqnq7+63zft/fKkopDAaDwWAwGAyLpK72AAwGg8FgMBiuNYxAMhgMBoPBYGjDCCSDwWAwGAyGNoxAMhgMBoPBYGjDCCSDwWAwGAyGNoxAMhgMBoPBYGjDCCSD4QZHRF4sIt8TkaqI/IqIfEJE/u0avv9+ETktIjUReYWIHBGR163idbtERIlIZpnjvycif7VW4zRc/4Tz5ebw/odF5H1Xe0yGG5eOFyaDwXBD8a+AbyilXgEgIp9Y7QtF5BvAXymlPrbCaX8GvFcp9V/Dx7df5jgNhlWjlHrP1R6D4cbGWJCuE5bbZRsMq2AncOQ6fn+D4ZpANGbd3CCYf/Q1jIicFJHfFJGngLqI/LaIPB+6Sp4Wkf2Jc0dF5K7w/s+HpujbwsfvEpHPXaVfw3AVEZGvAa8HPhi6wPa0He8Vkb8TkUkRmQ3vbw+P/SHw2sRrP9j22pyI1IA08KSIPB8+f1JEfii8nxKRfx3O22kR+c8i0rfMWIdF5Jvh/D4ADKzxn8OwToT/898QkadEZF5EHhCRfHjs3SLynIjMiMjDIrI18TolIu8RkePh/PuQiMgqPzN2FYvI60TkjIj8SxE5LyJjIvLOxLk5EfkzETklIhOhe64QHlv2OxAe/4aI/KGIPALYwO61+asZrnWMQLr2+VngR4Ae4Fn0gtUN/D7wVyKyJTzvm8Drwvv3AieAH0g8/uYVGq/hGkIp9QbgW2gXWFkpdaztlBTwn9BWoB1AA/hg+Np/0/ba97a9d0spVQ4fvlwpdVOHIfwK8BPoubgVmAU+tMxw/xo4jBZG7wfefim/q+Gq89PAG4Fh4A7gHSLyBuCPw2NbgFHgb9te92bgbuDl4Xn/9DI/fzP62rgN+EXgQyLSGx77U2APcCdwc3jO74THlv0OJHgbcD9QCX8HwwbACKRrnw8opU4rpRpKqc8opc4ppQKl1APAceCV4XnfZFEQvRZ9UYoe/wBGIBk6oJSaVkp9VillK6WqwB+yOG/Wgl8C/o1S6oxSqgX8HvCT7S5jEdmBXiTfFwqvg8Dn13AchvXnA+H1aQb9v7sT+OfAx5VSj4f//98CXi0iuxKv+xOl1JxS6hTw9fB1l4ML/IFSylVKfRGoAS8OLVLvBn5dKTUTzvM/An4GVv0d+IRS6ohSylNKuZc5PsN1hhFI1z6nozsi8gsi8oSIzInIHPBSFt0Q3wReKyKb0S6PB4DXhBeibuCJKzpqw3WBiBRF5P8NXbQLwEGgR0TSa/QRO4GHEnP2GcAHhtrO2wrMKqXqiefMTv36Yjxx3wbK6P9r/H9UStWAabQFZ6XXEWZD1sLba1fx+dNKKa/Dew0CReBwYh5+OXx+td+B0xg2HCbw99pHAYjITuCjwA8C31ZK+SLyBCAASqnnRMRGuzQOKqWqIjKONgv/g1IquDrDN1zj/EvgxcA9SqlxEbkT+B7hvCKcfy+A08D/opR6pP1AmxVhDOgVkVJCJO1Yg883XF3OoUUyACJSAvqBsxd7oVJqrbIhp9Bus9uVUp0+92LfATDzcENiLEjXDyX0l3QSIAxAfGnbOd8E3suiO+0bbY8NhnYq6MVjLgye/t224xO8sKDUDwN/GAp8RGRQRH68/SSl1ChwCPh9EbFE5B8DP/oCPtdwbfDXwDtF5E4RyaFdW48qpU5eqQGEm8OPAv9BRDYBiMg2EYlinS72HTBsUIxAuk5QSj0N/F/At9GL1suA9l35N9Ff9oPLPDYY2vkLoIDeZX8H7XpI8h/RMUOzIvKBy3j//wg8DPy9iFTDz7hnmXN/Ljw2g16kPnUZn2e4hlBKfRV4H/BZtJXwJsLYnyvMbwLPAd8J3Wj/DW01got/BwwbFFHKWA4NBoPBYDAYkhgLksFgMBgMBkMbRiAZDAaDwWAwtGEEksFgMBgMBkMbRiAZDAaDwWAwtGEEksFgMBgMBkMbV7xQpIi8EZ36mwY+ppT6k7bj7wD+PYuFxD6olPpYeOzfofuSpYADwK+qFdLwBgYG1K5du9b6VzBcRQ4fPjyllBq82uO4GGbu3XiYuWe4WqzX3Et37VTKa6z12y5BNSYfR/dY/LxS6rpqH3RFBVJYuv1DwH3AGeAxEXk4rPGT5IH2xpgi8o+A16CbIAL8A7pfzjeW+7xdu3Zx6NChNRq94VpARK6L9hNm7t14mLlnuFqs19xTXoPci396Pd46pvnEh5RS6v51/ZB14kpbkF4JPKeUOgEgIn8L/DjQLpA6oYA8YKFLwGfRBRMNBoPBYDBcMgJiIm2W40r/ZbaxtOnfGZY2LYx4i4g8JSIPisiLAJRS30Z3eh4Lb19RSj2z3gM2GAyGF4KIfFxEzovI/1jmuIjIB0TkufC6t7fteJeInBWRD16ZERs2DAKIrO/tOuZKC6ROf632GKLPA7uUUnegy8F/EkBEbgZeAmxHi6o3iMi9F3yAyP0ickhEDk1OTq7p4A0Gg+Ey+ATwxhWOvwm4JbzdD/w/bcffj+mnaDBcca60QDoDvCjxeDu623OMUmpaKdUKH34UuCu8vx/4jlKqppSqAV8CXtX+AUqpjyil9iml9g0OXhjT9tiJeR47Mb/sY4PBYFhLlFIH0f3lluPHgU8pzXeAHhHZAiAidwFDwN+v/0gNGxJJre/tOuZKj/4x4BYRGRYRC9208OHkCdGFIeTHgMiNdgr4ARHJiEgWHaD9gl1sd+/u5u7d3S/0bQwGg+Fy6Rh6ICIpdIPq/+OqjMqwMTAutmW5okHaSilPRN4LfAWd5v9xpdQREfkD4JBS6mHgV0TkxwAPvet6R/jyB4E3AN9Hu+W+fDkpg53EUGRBMkLJYDBcBZYLPfhl4ItKqdNykYVGRO5Hu+fYsWPHmg/QYNiIXPE6SEqpLwJfbHvudxL3fwv4rQ6v84FfWosxPPjkGAA/+fItFznTYDAY1p3lQg9eDbxWRH4ZKAOWiNSUUv+6/Q2UUh8BPgKwb9++ZWvDGQxLMVlsK3HFBdK1QCSMHjsxb1xsBoPhavMw8N6w7Mk9wLxSagz459EJYQHdfZ3EkcHwgrjO3WDryYYSSJHlCIz1yGAwXBlE5G+A1wEDInIG+F10HTeUUh9GW9R/GHgOsIF3Xp2RGgyGJBtKICWJrEcGg8GwniilfvYixxXwLy5yzifQ5QIMhrVDMC62FdhQAmlnpbjkcTK934glw3piBLnBYLj2uP4zzdYTIx0NhiuEqbdlMBiuOUwdpGW5vkdvMBgMBoPBsA5sKBfbaNVmytZFuu8a6l1yzNRCMqwno1UbgLsx88tgMFxDGBfbsmwogbSzUozjkEardnzfFI80rDft8W8Gg8Fw9TF1kFZiw/1lop18csEysSE3PpfbUV1E7hSRb4vIkfD5t17ZkRsMBoPharBhBFIkgnZWihyemAUWxVJ0vD2rzViPbig+weV1VLeBX1BK3R6+/i9EpOdyBnBgZIo/+urzl/NSg8FgWHsE04ttBTaMQGoXO0kX23LnJDFWpuuby+2orpQ6ppQ6Hr7HOeA8MHg5Y7hveID7hgcu56UGg8GwPpgstmW5vkd/CSQFzl1DvUssSZ3OMWw4OnZUT54gIq8ELKCjGUhE7heRQyJyaHJycsmxAyNTjFbtJVZLg8FgMFy7bBiBFNHJvXYxjHDaECzXUV0fFNkCfBp4p1Iq6PQGSqmPKKX2KaX2DQ4uGpkeOzHPnoFinCTQ7s41GAyGq4MYC9IKXN+jv0wOT8zy+NlqfD/JcguXiUe64Vmuozoi0gV8Afjt0P12SRyemOXYlBbkxoJkMBiuKVKyvrfrmA0lkA5PzHJq1uHUrMOOXouBYo6BYu6ii5YRRxuCh4FfCLPZXkXYUV1ELOAhdHzSZy7njd/z6l0APHR0gim7dYEoNxgMBsO1x4YSSAA7ei323zrEjO3Hz12sRs3F3CHGZXLtE3ZU/zbwYhE5IyK/KCLvEZH3hKd8ETiB7qj+UeCXw+d/GrgXeIeIPBHe7ryUz37sxDz3DQ+wo9dam1/GYDAY1oKoWa1xsXVkwxSKvHt3N4cnZmNhtGegyONnq+zdVgGWZrVdamPRu3d3xyLJWJuuTS63o7pS6q+Av3ohnz1atTk2ZdNXTC953swXg8Fw1bnOU/HXk1XLu9D18KKLn3nt89DRCQ6OzLN3W4VjUzYPHZ0Alq+LZBYxwwtlvOry9WOLLl7DxsEUKTUYrk9WbUFSSikR+Rxw1zqOZ12IhM7TE80Ljh05V+X2rZVLagXRSThdTERdjtha6TX+wQcASN9rrpnXMo+dmGdnpchtQ7oHYDmXZs9AcVGMnzACfAPwCeCDwKeWOZ4sUnoPukjpPSwWKT0uIluBwyLyFaXU3PoP2bAxMK1GVuJSXWzfEZG7lVKPrcto1pHRqs29w90cHJnntqE8M7bPgeMz3L61smTBWqk/W4RZ0AyrJZorcXmJ2SbjVZe33bHlag7LcAVRSh0UkV0rnBIXKUVfY+MipYn3OCciUZFSI5AMa4dxsS3LpQqk1wPvEZGTQB0d4qWUUnes9cDWkrt3dzP6pM3BEW2ROTXrMG277OzN01dMx6IJuCAOqd2Kc7lut8sRVUaI3ThEbrWxmSjdP2F9xPyfNzjLFSkdi564WJFSg+GyMRakZbnUv8ybgN3AG4AfBd4c/rwuiERQzQnoL2Y5cq7KqVmHzZUsp2Yd7hrqXbfPTsY0rSbrrf24yZS7fnnsxDzlXJqT56t4gep43LChecFFSleq4m4wGC6PSxVIp4DXAm9XSo2iv8RDaz6qdSCyDG2uZDl6do5p22W2ri1JR87pbLYDI1NxSwhYtCK1xxpdiZ5t7Z/R/rlR7JF/8IH4Zrg2ieZTIZdhbqHJ2YkaDz01weNnq5cU+2a4YXnBRUqXq+IORoAbVmC9G9Ve5+67S3Wx/SUQoC1IfwBUgc8Cd6/xuNaN8apLOZ8FYKinwFzd4abBElN2iz0DFy5WDz6prdw/+fIXFjOymoDuldx3yYuccb1df9RaPmPTNuWSBTh4gWJ02lTVNgC6SOl7ReRv0cHZa1ak1GC4KMbFtiyXKpDuUUrtFZHvASilZsMv8TXNg0+OxTv16WqTwe48jqct1ZmUcGhkhr3bdq64m2/fha1WpCRFz6W2MVlp5/fYiXn2Jh6bbLZrl52VIo9TZUt/kZGz8+TzWRotj0IuEwdvG9F74xIWKX0dMCAiZ4DfBbIASqkPo4uU/jC6SKkNvDN8aVSktF9E3hE+9w6l1BNXbPAGwwbmUgWSKyJpQv+4iAyiLUrXBTO2T38lT8vzmV7QKf9eoLh1Ww+gO65HJJuLdiJZ5K9TIPelLHiRlSoZIJ4sXNnps/ee+fKS55IuNiOWrh2iuTG2oNP8Nw+UGJ+qU8voXdsXvz/J+35oz1Ubn2H9uZpFSg2Gi3KducFE5CeAHwE2AR9SSv39en3WpdrWPoA2+Q6JyB8C/wD80ZqPao35yZdvYbRqU2v5TMw3OD1VB2BmoYnnB5w8X+UzT4wD0FdMx+IoycVij6CzxWe51yWfj4TY3jNfXiJ8Rqv2sp/5+PY3XvBcMi7JcG0Q/f/u2Vnh7GSNsxM1pqcbnD27AMAPv2yQwxOzsUjeaJj4ufXHWCcNyyPXRKuR5YqpisgbReTZsIjqvwZQSn1OKfVu4B3AuloDLsmCpJT6/0XkMPCD4VM/oZR6Zu2HtbYkhUsxl+H1e3r51nNzjE/V2TZYptpwuWmwFMcgHRyZ5213XGi96ZRZFgmd9hih9nPbLUKRlQgu7AUXnTtatfEPPsBetCBqtxpFImnvtz6g33P7otvNP/gA6XvfGv80XHmSc+CL35/EcXyCQNHTk2dm2ubUuQVObe+O290YDOuB6QhguA74BG3FVENv1YeA+9CJDI+JyMNKqafDU347PL5urEogicj/vsyhN4nIm5RSf76GY1oXdlaKsA0emrb5z4+NccvWLiwrzcRsg2I+Q80JeOipCV57cw+bK9k4NiRK/b9YPFDEaNVm9MnO7rGV3GaQsApVLwzeHa3aS2KOgAsE095vfQCGL3TXGPfb1WfXpgozC016uvNMzzQAqNddnp+ss6PXWtcSE9cyZj4aDFeZ9XexDYjIocTjjyilPpI8YZliqq8EnlNKnQAIkxh+XESeAf4E+JJS6vH1G/bqXWyV8LYP+F/RRcy2Ae8Bblufoa0d0c7p2JSNlU1Tzmc4PVVnU2+RIFBMzdhUmy47+4ucmnXYM1BkoJhjoJi76HsnLUEAU3arowhKxjMlLUeR+y8iun9gZIpjUzaPb39jLJyS9zsSiaNDj8DIMfxPvt8sQFeRpBt1cyXLzqEK0zMNXNfHdVwGB4ucnqhuWHFkWH9Mir9hRYQr4WKbikpQhLePXGRUEcsVUP3fgB8CflJE3rOWf452VmVBUkr9PoCI/D2wVylVDR//HnDNp59GF4k9A0UOnZyjUshSLmT57pEJSqUsqZQwvdBkYq7BiwZKHByZ595hvbCNVm2mbB1ge9dQb0e3WLvwie6vpsbNYyfm+cmXb+HD3z7JXUO98Wv2zx9cdKGd+bK2Hi13rUtajQ49suRQsmeb/8n365wYwxUjmnt9xTT9lTy5XJp0WhARzpyeo9KVN5lshnUlui6Ziu2G64yOBVSVUh9Ax0OvO5capL0DSLYid4BdazaadWbKblGw0ljZNIePnmdwoEi97sbHZ+YazNUdylYqPn/KbsWWpMMTs+ysFJmyWxyemI1vo1U7FkSRNWA5F1unY+0uurhvV+J+R0aO6VuS/kF9G96zRDhFQinpbttIwbGX21E9PPZ2ETke3t5+qZ99YGSKGdun2nQplyyCQKGUQgUK31c8PdHk6YnmdbHbX26MyYKl8Vz75PuXHDNcHSLrdbKSv8GguTaCtJdh2QKqV4pLHf2nge+KyO+JyO8CjwKfvJQ36BSV3nb8HSIyKSJPhLd3JY7tEJG/F5FnROTpizSAjLl7dzeHJ2Y5NasL9M3XHfp6CzhuQK2m9d7ZiRrFokVPyaLmBDx+Vrs+Boo5puxWLHwOT8xy11BvfBso5i4oB/DQ0YlY2EQi6qGjE8BiKYF2a1MkwqbsFqdmndh69G730Qt/oUOP6FvSpRb9HHkepic7i6cO8UkbiE8AK/gnl3RUvx/dUR0R6UPXrbkH7RP/XRG5JJ/YfcMDADiuz77hPjYNlMgVciilmJuucma6zr3D3UvmxPWCf/CBjgtuJ0FuuLJE/5dOmywjkgwx124l7ceAW0RkOKy3+DPooqpXjFULJBERdIT5O4FZdEfpdyql/vgS3iOKSn8TOnbpZ0WkUwzTA0qpO8PbxxLPfwr490qpl6AXq/Or/exI4PzUnZsZ7NY92YJAMTio45AqlRxBoOISADVHl3faWSkyY/scGJmK45Iii1HSjRZZkg5PzLL/1qXdV2Zsn73bKhyb0gvgp58ai7PUkhevSCiVc+mOi+UvjL6Yd527bdFKNHJMi57+QdTffVaf1NUFgDr03aUv7iCYNlJ8klLqIDCzwilxR/WwpUNP2APrnwIHlFIzSqlZ4AArC62OjFdd9t8xFFfPFoFWo4XTdJiptjg2Zcfz41omytBMLrBRFuXFMG1xrg7LxVI++ORY/L80gslwNQmLqX4beLGInBGRX1RKecB7ga8AzwD/WSl15EqOa9Vp/kopJSKfU0rdBVxu5HjHqHTg6RVfpc+9DcgopQ6E46mt9kOjQOq92yo8frZKreGSz6ap1R0aDY90WrBth3JZX0jKVorRaTu29uwZKF7gbov49FNj3Dvc3dG1Nlq1mbH9uHxAVF8p6vnWV0zzvbN1dvbqcx56aoL+Sp6yleLYlM141WVq6J7wnDzlQpO/rP+Xpb/c176k/z7FohZKR76P3P4y7bwd6dz422S1dWS5gMDlnr8AEbkfbX1ix44dS3bwmytZHj9bpVzQbW4GBoq0Gg6e61GrtRivalfvg0+OveC2NmtNskZTVK8LwD/TdmIk2KP7yeeSx8CUn7gCJMuNRBbsiE4bsOXquBlucNa/1Ui3iHwE+LxS6vOdTliumKpS6ovoSvNXhUv9y3xHRF5I37XVLjZvCeNAHhSRyAe5B5gTkf8iIt8TkX8fWqRWzZTdYu+2Cjv7ixRyGVotH8/zAfB9hW075LNpxhZa9Ffy8aKVDNL+wjNTcRzSlN3itqE8U3YrdqtFF6KnJ3Sl7lrL5+DIPMembL7wjG6EOzrbZLzq8vREk529+fic27dWuG0oz45ei/925DzVpsupWe0CPHKuyumpOu8bfKt2oUEYZ3STthp1daEOfRfZvFkLo32v0cemE529N7aL7WIs11F9xU7rS55cpmHoXUO93Dc8wP5bh3jX3u2UC1ls20VSgl21GTs7x3S1GScGXG2SFoX2RbPdXaP+7rN6jkUu3zCDMnb1RoRzz4iiK8/OSpGaE7Cj11ryXHKzFgmmyDJu2ECsv4ttXil1/3Li6FrmUluNvB54j4icBOroxUMppe5Y5etXs9h8HvgbpVQrTOH7JLo5bgZ4LfAK4BTwALqS5v+35APadvEQ7oJO6DT/GdtmbKHFbK1FLpcml0vjeQFBoMjnszRdH+oOdstjqLtAXzEdW4EOT8xyy2AxtgyBtgodHJmn5fnUnIDNlSyjVZu33bGFh45OMG271BpuvPh94ZkptnRpK9Tzk3XKVornJ+s0Wh4tr8ihk02295d46Y5ezkzXGT1f46fv3hLHIu0/ulv/otOTcSC2OvJ9aDSQfa9cEpfkPPoE1kvC8/e95oJdfEQy020Ds1xA4Bl0H63k899YzRu2t6KJcLyAYjHL7LSi1FVCRDg9WV/SauZq7Nw7WRDiDMp2Dj0C/YPI7S/Tj0eeh0OPoMbHkf7B2NUbi6Z9rwFMTNLVILKEJ8tJRLGUfcV0bBUfrS66eVeTgWu4ARC5Ehak65ZL/cu8CdiNFiw/Crw5/LlaLhqVrpSaVkq1wocfBe5KvPZ7SqkToW/yc3DhtbvTLj5ysUVtROyWh+crNveXSKUE31coBTMzNmMTNZquj+sFtDyfU7MOR85VOXB8Jr7APPTUBLWWT18xzYHjM9w73E0uk45F0IHjMxyemKXmBPQXs9y+tcIXnpniyLkqjutzdKzK2EKLYi7D0bEqmZTQ35XnFdtKNF2d7fTc+AIFK01PyeLdxz4d/34P3XpCxx8R7t4PPaJdasPDMD0ZP8fCAtYP3wdveJNenNrS/w0X8DDwC2E226sIO6qj/d//RER6w+DsfxI+tyoi0ZHcld8yWGRTX5FNm7tIpVM4LYepqToPHZ2Iz1vvmJCV4k4iK8LFxIw68n0YeR516LsE58ZxHn0Cuf1ltB7+8uIc/UzYSqw9YcBwxdgzUORtd2yJLUXRBi+KeYws5O0cnphdEqN0o8UrmXg4w8W41FYjoyLycrQlB+BbSqknL+Et4qh04Cw6Kv3nkieIyJZwYQL4MXRwVvTaXhEZVEpNokVasjpn5w8Mv8zJTLOekoXrBWQzKRzHp9l0cZyA7u4cxaLF3EKTF+/oxfECRqdtyoUsuUw6jjcCOD5phy0i6jx+tsrRs3O0PJ9cJs1c3eHR0YBKPkvNCZi2XUbGqwSB4iU7epitO3QDE3MNeksWDcfHyqb54vcnWai1WKi12DlU4VM7nwVg/9E38hAnFn+p6Um9e+8f1G61cHcOoYkuEkSRlWnkWLyDb2ejXCAut6O6UmpGRN6Pnn8Af6CUWinY+6LsGSjSV0zzqbkGvf0lThydpXegm4NPa4vju/YuWpJgfeJAku+ZjFOpOQHT1Savvbln8eSk5TG0EkV4JxY95pnuIurQd7G29hE88giprZu1VRP0XIxcbsvMRcP68PjZKjtv1XNuZ6UYW7ZBZ1geOD7Dzl6fQyfn6C5ZWJkUf3FuhF97zfBF3zuKT7vW4uZWwwa3mC9ynTWrvZJckkASkV8F3g1EkcJ/JSIfUUr936t5vVLKE5EoKj0NfFwpdURE/gA4pJR6GPgVEfkxwENnHb0jfK0vIr8BfDXMqDuMtjCtmmgB6C9mefbMPEGgaDRcstk0nqfilH+lYHqhSX9XHiurw5yqTRcrk4pN0HbL4+CIXlien6yzrb/EXF2/fqi7wHS1yZnwcTaTIggU5WKW4+cW8LyAoZ4Cnh8wW3doOj4z1RZBoL2NxUKWhuPH456rJUpPjRyDhYV4kZEo/mNhQccc9Q/C175EcG6c1K17FnfuX/uStiZFPzcYl9tRPTz2ceDjl/O5UaZje2HRY1M2PV06m9LKWcxOzdPdnWNnb54DI1NxaYC1ZjW7/4bj8/CT53l3lF/aFmQtmzejRkaQ/n78+lmy/RVSt+7Rz+17pbYqnRtfOs/ag7cNV5QoKeTwxCx7t1X460Pn6C9m+bNvnaCYy1Br+RSsNJV8lrKVotbQAiqZqfvQ0Qn23zoUxy1FySdw9dzChheOGIG0LJcag/SLwD1KqTqAiPwpOjVvVQIJOkelK6V+J3H/t4DfWua1B4DVxjsBSzM5oqagj5+t8uLt3Rw5OUNvb5GFhSblskWz6WLbLj09eWpNj6ZbZ99wHzUn4PRUnd6SxXdmbAq5DJmU0PJ85uoONw2WODSijQr5bJqnTs6QSgmD3Xkm55sEgSKTSeH5AZm04HkwMl6l2XR5ya4+njk5Q19PgUohy2ytRT6bxvOD+Hf4+r5EulBUADJymS0sLMZ7AN5Xv0HmB19HqqtLi6XpSS2mot37CuLIZBatLY+dmF82lmO8qjMpx8drBH6A53g4js+TZxb4jdfujs97oYtOUhAXhwgXAAAgAElEQVQtJ7yiavE1J6DadPnMLc8tHoyEUTR/+gdh5Hmkvx81PY21tQ/p7wfAn7fJDO/B+eIBrH/xL2L3WmxFaiteulEQkY+jwxHOK6Ve2uG4AP8RbcG0gXdEPabCwqS/HZ76b5VSq6o71y6Ex6suxydt7JZHJiV0lyymbZeh7gJPnZzh2VOzlEsWXqD47tgCm/qKscU8cvsmg7yTtDfhbqdTLN7lzOvlRNhKMZQmvvKa4KJZbNcqlyqQBPATj306B15fU9y9u5sHnxyLzct7t1X4zBPjbOotcn7Wpq+vyPPPTVEoWgwMFDl3rsqOHT3YjsfYQouJuQaZlDA226CnZJFJCWenbYr5DJVClrGFFr3lHGcna9TqDi/b3c+zZ+aZnG+SSQu1sILy9EwDEbRY8gLy+UwolDyaCYuRF1qSXn9oOz1lS8cdtbPvNUutQSPHUEe+Tzp0c0SLFgsLepHrH4wDazstUuYCsva0p1nvv3Uofu62oTzT1Sa7dvUyPTZN025y5uQkzabHge1dsZB5ITvzaM4n2+V8+qkxbhvK863n5gA4O23jOB6WlWF+voltu7A18SbRXAmFkbJtnSm57zXIoUdoPXKYXCiAMrtfBF/7UpwYEAujkee1iE9akYb3bCRB/gnaOpW3kSxSeg+6SOk9iSKl+9DJLIfDbuYrlNdfymjVppyLkn2zTC808QKF5wc0W/qaMzZW1e2Wphsca7rkC1maTY/zMzZPnZxhqLcAwOv39PLQ0QnGFlps6dKxSzO2z+Nnq+zotZYV4JEbrl1IrbXF6bET83EJig0yr14wwhWxIM0rpe5f7w9ZDy5VIP0n4FEReSh8/BO0ZZFda7TvoMu5NI+frXLTYInvPDeN5wXMzlbJZDP09ORpNDw2bSrhOB4DPQWeP7dAuZjFCxR5S1t2qo0AK5vi3HiVTYMlnjs1R39fgb7QZfLMqTnqdQcR2LGli1rdwfMVQaDw/SAODPe8gEwmTbGoa+NkUoLdDFiotuiq5PA8v7M4gkUL0te+BMM36YBZQH7q5xddblEsUtLiBBdks6XvfavZaa0TkThvLx4KsP+OIR56agIrbyEpwWk6KKV3+1GWUZL23XlSgEWPo/OSQeGRS2+86jJdbfLF81Xmag6e5+M4Pq2WR6NRZ9OmkhZIEZE7LLIgDd+0uBsKRXfux96orZbvun+x7tYb3rQkc42R55cWNu3QAgdu3Lm3TKfyJHGRUnQplahI6esIi5QCiEhUpPRvLvaZsfg4QRhjlGfvtgonz1exmx7z881obOTzaRwnwPMCXMdFRKgtNBgc6uLMqVns7T34vuL0RJVyyWJ8osbNO3s5NOJy67YeNleynJp1KOd0nCbAbUP5JTXgOpGMX+o0tzv9Tsm4vPb4yUgcgelBuWqE68DEcfW41CDtPxeRbwD/GP1nfadS6nvrMbC1JqpdBLpxKMDYpjLHz8xRKlk4TpNm02Nmuk5Pb5GurhxnJ2pxXFC5mMVuegz1Fpicb+J5ATu2dtF0fYYGS8wtNMn3FJhZaJJKpXAcj3Q6xei5BdJpIZMWlFIUi1mCQJFOC0GgOHVqDstKUyh45IfKzM01yGRSfOlloyv/QlHaPsQLk7z5LRfGGEXnLSzo55dJ9TesD50ETPRztGozNtsgnUkTBAG+51Odq3Nmus5tQ3k+/dQYb7vjwsVjOT787ZPAYjr342erfGFhCiuTYnK+ScFKUw1jS+p1h1pNi/iF2TrpTJrnnq2Sy+e49fPdNOpN+gZeje8HPMWji2InEtr9i3WeMu+6/wJrZvxz5HkdG2fm3EqseZHSiLt3d3NgZIrjkzbfODqJ4wZUqy0cx6NSyXF6dIZMNkMQBAR+QNNu4rkeqVSKyYkFPNfj+NNnKfeUsXIWY0GVwcESz43O0tNT4L//jzF2bFl08W/vL3HbUD4WTMembGotnx29FgdHtOU0IiovEFk6kySLrEbzORkP9diJ+c7lJ2DJNa695c2NKsIN68OlWpAIfeOXW0n7qpHcUQ8UcxwcmWdirkExrGwM4Lo+xVIOy0ozO9ugUMiSSglBEGA3PQCOnZxly1CZsdkG+Vyacj7LTFULr5HTc/T2FrFth0Ihi2WlCQKF4/icObtALqf/3EGgrUe+H1AoZLAs/XzNdikWs2Qyi/Uv73tiB6+6uZ/3l7+3NMA1WnDCHbmEFbUZvqnzH2D4Jv36ZJHJkI2SyXa1iNxcnFi6M95ZKfJDt29idHSOqXNTKKVwHZdbt1R4emLlwpHR+3WyNB2emGXG9inn0liZFKen6thNj5kZm2w2TaPhMj9bRwWKXCGHpPQWMpPNkEqnOPqjkSBr8QPf3br0g6O4tsT8UX/32Vicxy64hYXQnXsTywZob1yXWztrUqQU+AjAvn374nMefHKMvqIOvm62fDKZlG5z0/KBFqlUilajRTqTpr5Qxw8L56LAcz0K5QIiQrOuN35KKcbOzZNKpViYb5IvZDlxeo5NgyUWqi2ars+hY+fJ57Nk0kImnaK3ZPH8ZJ2eksWM7TNedZcIJVi8Ph+bsuOOA1ENrscTnX32fusDcRZv/DOZRNApCcBUcF8BMUHaK3DJAul6IzLLRjuPKbvFwZF5NleylC2dynxoRAdVNxoe2WyamZkGlpWmWLSwbSeOz+jvK1AqZZmasfH9gPOTdcYDhWWlmZ9vYVkpgiCg0XBJpYRaTQulZtOl2fQoFrO0Wj6lUpZ63SWTSVMo6IrehUImdnlE2U33PbGDA3eeAk7xy+dfSq775fyHvkRVheSuPGkdin5Goina2Ue7/yjlukO6tdlprQ/tO+S7d3fz4W+fZM9AkWw2Rd/mPmYmZgj8gM98/QQvuaWfM9N19u3q4b7hgbiC9V1DvUsK+g0Uc7q+zWyTXCbNdLXJ2GwD23YIAsXsbJNsNkWj4VKbq5G1snieF4ujhdkF0pk0pa4SqqUY3FTm9Yf62NJfZGzaZu/N/dC3h49m7+GuoV69a2+zBsmb36LvvOFNS1f09tpbbUUjARg5Rvrt73vBf9/rnDUvUgqLVpgZ2+fMdB3P88nn0kxN1gmCgPnpBSQlZDIZ5qbmyBfytOwmvuejPBdUgFOrxsUE6wva0ug5LtmcRTaX5fyZBtlcltMjGaycxZlMmnQmjdtySaVT5Ao5nJZD1sqyY0cPj/6PcUSER1ISbw5/6PZN/MPxaYZ6CkwvNDk+afOxrYvdpyLX2d6k+JmejMMI1N99Frn9ZXgf+wjpzTr2UiLxFJ2bmHNGJC3FCKTlueEFEiwN0tYLlV5samGQ4mBXnjGrimWlyOUyYVyGz+ysTRAoUinBcTzshovnBUxO1tmyRWfEWVaGsbEqvb15fF/RbHpUF5ps3dbN+fN1fF/hOB7lskWj4VIoZJmZadDVlaNabVGp5Mhk0uRzaZotn4GeAoXQ0nTL1kXT9Su2lZixff7U3cdvZtvKPyXdHsmLyBvepC8e0eMoJilxsUjGHxnWl/a4ive8ehe/8rmjbN3axejoHJlMBrtmU+ouMT5V54fu3Mp41Y1dbVGRvym7RV8xHQfHHjlXjctCPHtimqGhCp4XMH5unsAP4pYmmWwGp+WglKLVaJFKp7ByFuXuEtlsikxGW5c2DZRwvYAXDZYoW7qW7LvdR/VynSQRo7RkHoUJA5FwSt/7Vvzfe4d2tyXdv227/Q0szh8G3hv2pryHsEipiHwF+KOwQCnoIqUdM3yXI4o/A9jcX2LkzDy+7+O7PrlCjvpCnWa9SeAHNOoN8F2UD7hNSGfBd3XdE99FZfN4vgsZC9dt4lYDUAo/3a3jlpo1vFaLVDarxVazRdbKIiJISnh6Xgv0VCpFKq1v5bLFZ/97k1wuzfMjs2zb1sWCXV2aKJAkShQohhuOQ49AowHTkzpJILJYJkMJjHvXcJlsCIHUnm5911Avn35qjLKV4olTczrttTvPzEwDFRqn02khl8swN9ekVIJSyaLZ9OjrLdDXU+D02XkKhSzT01X6+wtMTzfo7s4xPd2gXMkzOWnjuR5dXTkyGf1enhdQqznk8/p+o+ExNlZlcLAIuTSZTEoHzwaKnxvZQzEX8KfuPr7z/AwP3fooZOFP3X2Lv1i0wKxQeE82b14qipLBsoSLUjIYlw25QK07o1Wbu7nQZfa2O7bwZ/MNRgJd1iFrZWnaTWZnLZ44NUelkCWTkthKFMUSlQtZJuebHHzaJpNJY2VT2sXR9Dl1ag7f0+/XarQIggCn5ZBKLRbOz+VzpDNp0uk0qZTw/TfqTcP+o7vZtalC2UpRzqV1VlK7MIpYwU0rb35LLNz9kWOd45Da4kRuVK5WkdLIbfXkmQUA5uoO3d15bNvFcTzqC3WclkOxXCSby2Iv1CGV1oIonQWrANU65EqgAmjWIJuDlq3Py5fBaeA3bHw7LEuiAgK3ie04pHM5Aj9AKUU6k8b3fG2dChTlnjK1uRpuK0eusHjegTtPsee/di3tkZC4XkXiKDg3TmqrrsdFoUDj698l/5Id+F/9BpndYdzb176ksycjS1LSBWeCtmOMBWl5ViWQROS3gZei/d9KKfVzF3nJNUnSz33vcDfHpmyGego4rs/5GZu+vgJnzy4gIqRSQqvlk8vpOCLXDfA8n2PHpujqzhMEirGz85Qq+dBSFLCwALlcGtfVF4ue3iLz800ymTTVhSo33zLIc8cn6enJ47oB5bLF5qEyvWUdrFhtuAxtKgPEBdvGqy6vuqkPwkraS6xHw3t4fPsbL0htXbLgtIunaJFKut8SFgAjjtaelZp/jlZtbhoscXpLhWa9idNywmw2xTPPTrJtWxfNpsfkQpNa3Ynj1cbGtDA/f76O5/r4vl54mnZTW4dSKRzbJlcu4To6MDudTceutXQmTV9/iVIpyy3bewCd9v/S7d0XZNxFc6JTZe/knInnXTTH4iy2YxfELS3HjTj/rkaR0uh/NWW36ClZnJ6q4zgeQaCoztdxWy5KKXL5HJ6r4yvT2QyBH4RB2zn82rwWR74LpV5o1bV4ylf0c04DAl9bmzKWfmwVdG8v30UpC8e2kUwWt+WQCt1vTbuprZlNh1ajRXd/N416Ayuv6ywF4WYhLksCsUiS6UmCo8dI3boH74kjBC2XTLdLykqHVqVpLaKi0hLLXf8MMVdAIN3wdZA2KaV+Zl1Hso50ikOasltx4TSArkqO85N1+vqKnB9fAIFKVyF2uZXLFufPt8hkdXNby0ojKaHV8gj8QAc7Nj2clhN/0asLLaxchmIxi9NymZio0t1TIJUS+vsKlPNZak2XyfkmeUsHZkdNci8I0J1niRh6qPte9s8fXJLaGhPuktJvf59OcYWlF4aRY0tcHdGidCMuTlebu3d3d7QcReysFDno6KruVt4imA3wbJf5aR0bNDrikc1lqVadUBDV8H1FLpfm9KlZXWCy5RD4OgsplU7h1at6h59KIyLkC3kK5QJZK4vruHT3Fsnns/T3FRjsyrOlK8efuvvYM1Bkb2KokbCLxn85dWvS974V7kXPw8gV3ObihRvfinQ1iEIKvvXcHE3Hx/N0BlvWyuK2XLJWFqfpxAtkoVSI0/y9hqdFT8ZCpIhq2aQKFYL6nBZKqTRS6kEFgY5R8j2kUiSTzeA2m6QyWTKZDL4IWUsnwhQrRZymowO/U0I2l6VQKtBqtlBKYeUswOW5/TX9CyQzJ/sH8T72EQAyd96uLUdAdlM3MjyMNTICwzeRGb4Jdei7OpLdtuPwgjiRIMRsBq8oN24dJBH5EbQC/FlgHuJq2NcNyTTSwxOzcXrpj7xEFzt7eqLJ2LSN6/q4rk+pooOkW2GMkuP41Os68Hp4Vw8jJ+dwHB+lFCpQcZpsf38R284yP1sna2XDnVCGyYkFunqKeJ6iUtEXC7vhUqs7lEsWeSvNzZu7qDb1Tr9speL4kne7j8a/R1IM7Z8/GN+PhFP7Dt4/+EDnHVPyua99aUnlzwhz8Vg7VupXNVq1uW0oz8nzRc6fr5NOpwnsKk4zRyqdYsv2PsbPzpLqKnJ6dBbf90ln0sxO6cxJ3/Np1BqA3gmmghSSK8YZaZFbTVJCJqtFfaWSY1NfkUohy87+Inu3VTg4Ms+esMZfXI5gGWGXjBW62Dy5wKrUNh/NQrU+RJvC0arN/juG+POvHCeVEvL5LLVqi3wpTyqVwnM9VBhX0LSbOsDacUPhkkJEtOhJ6/vZvkFUoHAaOjhbBQoRIVes0LJb+L5PpV8nv1g5C9dxyWQz5It5avM1JCWkU2k9P1MpMlaGnr5iXIepI2GpkszuF0FXl25p81M/T/rvPqvjj/oHkYUFGHke55kTWPfciRofR25/WfwWSXFkSGDqIK3IaixIA8DXAAsYZJk002uZaGF68Mkx7hrqjVOjo/5EZSsVp+b7vu7Pls9nsOt1MpkUvh9gWRnq1Qbff/Is3X1lQJBCjkZd1w0plPKcn6hS6crHwbCV7hJBoOjqKVIsZrnpRT2Mji1QLlk4bsDw5gpbunI8cWqOzZUs9w53c+D4TNwS5diUHUYqXEgyKPbu3d2we+kis9yO/IKg7GRZAFMj6YoTFcl7dLTKzTf14bkeky0Hp9EgbVmcOHqWYqXI5LkpMhn9dW3aTRBIp9O4dR0XUqwUsas2qXSKdFgmwspb5Ao5rJxFf3+BTCbF8JYuqg2X/q48twwW48rH9w5fmGl3uSxrFYpiQDpkFSVfZ1gb7t7dzeiTOqh/c3+Jwe48z5yao1az8LwAu2qTzemg6WwuSyabIVfIkS9Y1KsNuvq7QIHruGRz+kLUqDUQEUpdJYqVAoVCBhGhXnfZtmMA23bjZJdWy0NE6OrK0Wx6bNvWpestBYpMJk1P2WKu5sStlF5/aDuwEI//50b28NfDifjI6NoUNkuWN78lbmejbG3ttO65U1d5D98jynBb0ionDCkwgJg0/xW5qEBSSn1SRH44shqFjWSvO5IutqhuzJ6BIo+frTI6bbN1U5nzMzaNRot6rYnrWhRLOVxXu8/smvabA6RSQr2mzcKS0iZky0rh+xlsW5uoC6UClYp2tXleQLmc47lTc9y6q5dyIctc3cFxdQG1abvEkXNVAN61dzugLQt9xTSPDyVqgLS50x7fro/d3fa7ti9MSVG05FiHujTmwrH2rEZ4WJkUjhugAhUHxAbpHpRSLMwskM1lcVqOLirpOqSyFp7rkS3pmDV7apJcTx9uy2Vw2yB2zSZrZRna3EUqJRSLFsObtfB+aX+RHb3WkgJ8l9KN/QXPkUSRScP6srNS5AvPTNFdsjh89Dz5fIZy2aJQyHBOKXbt6uX4s+dBQaWnTG9vnonxKkNbuuOYpf4dPTSbLplMisnJNIODRVIpYXa2gWVlKBQy9PQUsG2HSsUin8+wc6hCw/E5P2uzc6iCFygaLY/+rjx2y+Pl27v4xtFJXrKjhygLoKds8eszL49b4fzGa4fhTOIaFSabyJvfshiTNDwM05OLIihqqRQ1846sSP2DcTkJ/+ADxnJpWBWrdbH9bKgyBfg5dFrqdUkUV7GzosVRzQmwsmm8usOmviKZTEqbe12fpueTL2RRCtywFUSumKNWbeqFDEildaG1qPpsOpOmVNEFJj0vIJ1OxUXUCoUM1YZLw/HpLlmMjFf5XiHLzt489Obj8UV1mpJ9jUar9pLEDv/gAxC51s5cfNHqmM5vrEXXBKNVm3ft3c6f1R2qm7tYmF3ASaVRThOVsZBUSgduBwFeQ8/foFGFwEd6BnBsm0y5m3Q6DTltYcrlcwzfNEC97lAu53jVzf3x50UWSrh4jNRqaJ9XK8YTtc+5DlZLs3i9cKIg7dGqzS2DRUZnm3R1LRZnnJ9v0tdXYGqqTm9/CYBsNk1Pd56e7jyDXXkmF5osVFukUjppxbIyDA2VuH1XH8+emWfb1i7shsst23twXB8oUW24FHIZvEDxT27rZ8buYbzqsrmyaAofr7r0FdO87tZB7hse4KMT+vN/+GWLdb723zHE4YlZRsNYS+DCgOuox2RUXytqrzTy/KKlMuogAPh//itL3mcjtLlZDcaCtDyrdbE10O41H/jDdR3ROpHsTRSxd1slrnL8ga+ewLb1YlIoZKi6Pk7LwXM9XRzN9chYGVSgCPyAclcB1w1wmg75Yh7P9SiWLDKZFMVilmp4Ydk0WCKfTbPvji3UnIAz03UKVpotXTkm5hrkMjqV+sDIVFxB9rah1gXVkXdWimEE2OKX+W6A3RcKn3YXx7KB2m31a270i4SIvBHdNT0NfEwp9Sdtx3eiM4YGgRng55VSZ8Jj/w74ESAFHAB+VUXBGxfhYsHNkZstEwbvn8xkSBVTNBcccGxU4C+mXYdp2KlCBQQyVgbfz9Ez0EOr2WJgSx/ptFAsZtnSX6S4tQvH1VW19wwU4wSFu4Z617xZaEcRHhaC7PQ8YEpLrBPJxBSdkBIw2J3H9QJmAsWWzRU8XzHYrUWTm4j/2d5fYmK+EfdZOz5p47g+t2/VwrqvmGZnb55ay19yDYXFqvHRzxnbjmt4Rdw3XFwyRlhsOxIJ9mjskdU8maASk7yeJVsvveFNiwHd77r/wnOMKF+CEUjLsyoXG/BJEbkV3Zz2lSKi0JVeH1ZKPbPOY3zBdOr1c/fubg58dSq+gORzafK5As2WT09PgYV5vQtXSuF7fhx07bnar55OC9X5pm7VIDpYttXyEdF9rgC6u/MsVFts29XH0bEq3SWLwe48YzM2e7dVmLZdylaKwxOz3Dc8wGjVjismr5aVeg21L1hLHkeB3J98/wX1aG7EC4WIpIEPAfehbfqPhZ3Rn06c9mfopqGfFJE3AH8MvE1E/hHwGuCO8Lx/AH6AVVQ17pQavxz77xjiwPEZRoZ6mZuaJ2XlCRyQfBnVqILbIlsq4zabBJ6LVSzgez7l7jJKKSo9Fbq7c6RSwtbBMj0li/5ilv23DsUL1EAxt2axRhEd51ynlg8RbeIowmSyrT3RxquSb1LJZ2l5PtlMimIuw/RCk5sGS9ScgJbnU2u48Rx8/Z5e7hrq5S8eGWH/HUM8flaHAER9LCPr9uGJ2VhwR0TiKHLbttehg6Xfh/e8etcF446O+2cSj3dfeP2CxJxLlDDJ/ODr9P2kGDIxlh0xAml5VlsH6V8BPwv8LfDd8OntwN+IyN+278SvBx47MR9/2Wdsn+GhCrlMmjPTdY6fnAlL8OvjpbJFrdqiVM6zMFcnlUrRaHhYeR0HUunKAzl6evI4jk9XV05Xi00JfV15KvlsaILWFbH7i1mm7BY7e/PxGKILWbST6sSlCpclF5NOC1ZUDmBjpFq/EnhOKXUCIKxa/ONAUiDdBvx6eP/rwOfC+wrIoxMVBB06P7GWg7t7dzecgFdsa3H8Rd3MTs6RL+ZpKIVymqTL3bFYz5dLccG9YleRjJUhl7fYurWLnrJFpZDFC13A07Z7QR2mtbYcRSwN/l+h159ZpK4Y9w0P8NDRCe4d7ubgyDz9xSz9xSzTtstLt3czbbs4XoCVSbH/jiGm7Bb33dIXN/bef8eQFjdhi9x2oRO5xA6MTMWf1+m8iPa5d7G5uJprXrKCO8N7llZrh8Wab8l+lGEcnIlLuiLc8HWQ3gXcrpRyk0+KyJ8DR4BrWiAls9iix4+dmI8z2QD6i1lqTkDT9bGsDCpo4fva7Oz7QtbKUK8146qvhUKGmckqQ1t74sKSXV26gGRXUS9QvSWL05N1Nt+kiz7WnIBTsw6j09qCdNeQvoiMVm0GiosXleiisRrrw2rETVSL5oLzE5aj1aRsX+d06ox+T9s5TwJvQbvh9gMVEelXSn1bRL4OjKEF0gc7WU7bO6pH/7/VoudBjp6SRc9At6519Pw4ZMtkshl834/bNGRzWbJWlr6BMoVCls0DJSqFLOVCllwmHcd8/J8/qLMUL3Usl8Ny8ydpmbxgMUu87gaff1eNyIL4tju2xJm7O3qt+FiSyPoTWYSia9JKQfzJGLZO16ykK22tSBa27WRVWkIkmKJNYrs4SljRNxxXJs3/xq2DFBKgu+OMtj2/JTx2XZAUStEXP9phAZw8r83IlYp2m0XtQJoNXXW2q7vA/KxNoZTHrrt09ZaZnbEpFC36+gr0lCxqYS2jpuNDCd748s2A3slHfvtfe80whydmL/DXR1zOxWQtF5cb1NW2ms7ovwF8UETeARwEzgKeiNwMvARtNQU4ICL3KqUOJl+8XEf11RIJ94KVZvPmMlNTNt393Xiuh+/7iCvkCjmyOV3wsW+gTKWSo1yylrQHgUVXSMR6WY1W4lKCtW/QOXdVSQqTnZUihydm6SumL7BSR9eeaP512qg9dmJ+VXNouXPWY/4lhfWyc22kQ5mABEnBvlGbJhsX2/KsViD9GvBVETnO4i58B3Az8N71GNha0mlXkxQk5Vya45M2W/qK1Bou+axeXM6eXcD3A3L5LK2mi13Xi5LnBfi+LmzW3VMgn8+QSglnJqoMb+tmbNqmXNS7+fGqy21DefYM9MWfF9VhisYQiaRkx/b28V4qq11wksdvcBfbch3TY5RS54B/BiAiZeAtSqn50DL0HaVULTz2JeBVaBG1LFGTZFi+6GIndBxIlu8HCqWgYbdIeSnS6TSVnhJOy2P7jj4cRzc37u/KU2263Ds8sGRxuxJWoySXM3+MIFo/kv//yDrZ6TrTyR12NQT1ariU+ZK+9634hPFwHaq4x2xU65HhoqxKICmlviwie9BxHNvQu/EzwGNKqU6FmK8posUi2gVFOyXQF449A8V4x/33T0/TdH3m55uUyxaO49FoeHR156nVdI+sQiFLECh6enTjx1RKKBay9HXlma212NJfxPUCcpnFXfzBkXluG8pz11DvkgtS8n6nYMXLpd31ttwuawP53R8DbhGRYbRl6GfQJStiRGQAmFFKBeiu6VEPrFPAu0Xkj9Fz/weAv1jNh15KfSFYLMEWdwMAACAASURBVO7XX8zy4h29jFgZoML8fJNSKYtlZXAcj65yjkohy+v39PK9s/V4rkVie7U7/hdCuwhvn0crzq3QxbZcEsEGmZPrTjK7LKLTBmwlK9G1KpY6kbzuJV1vndxpF7joNiCmUOTKrDZI+9XoHfR31nk860KnnXR7f7aDI/NUmy4FK835WZstQ2XmFpqkUoJtu6TTKQYGiszM6OJoW7d2saW3wLOjs2zqK1JrejTx+Wd7NzNj+xyftDkzXWffrh5mbJ/NlewS03a0kLWP83IuRqsROStdDDbCBUIp5YnIe4GvoNP8P66UOiIifwAcUko9jO64/sdhluZBFhuIPgi8Afg+2i335fUMNoxE1QHbZVt/kdOTdQYHini+opzP0L+pzC2DRWotn4Fijnft7Y1dtleDlUTNciLKH3n/suca1pYpu7VkU9gujNqfux5Zdcubkef1T1MUN8YIpOVZrYvt7cBfisizwJfRC8T4+g1rfeh0EYh2WFGWB/ks++8Y4i+/eZJ8Psv8fJNKRQubet1h8+YyjYbHuXML1Gq61lF/V55dm7KcPF/le2fr9Bez3DJY5Ijrx5appEttubFFu7jlxno5dEr1b2ejFEwLq8F/se2530ncfxAthtpf5wO/tO4DDInmwCu2lXh6osls3eHmzV1MzDe4abDEtO0yXtUlIoAlQbVXcqG7WILAirvzZdwaN+r8u1o1uKKGtVfa3Xql6DS/VpxDiQy3ZDmKjRp/ZFiZ1brY3gMQ1kJ6E/AJEelGp0J/GXjkWnW1JQXHh799EljqyooCpI9N2WyuZBmdbfKpR8+QSQuOGzA0pN0b6bTgOFCvu+RyaXbv6v2f7J15fJxlufe/1+yZZLI0adONpi00QindyyK0FvyUQzkKFPEgoAgKiBzOwlFUDnpUkBcXDipuvIjIdhQUhQOyWRVs5QUkLW2BQlPaNN3T7JnJZPb7/eOZZ/LMZCaZtJms9/fzmU8zzzbPpHfu+3qu5XfR0RViamUxB1q7mVPto7LUQ02FhzVzqvjp3/emSmQb/cE+HqNsT3RHmzcymDwjK2l6NXkkzerwx+A5WoPXHCslrgifOeM4Nh/wUzK5mBK3Pas430jS33gYbI7beAz5jpQGVzYGW2Y/FslZlaZ1kLKjHUg5ydeDBIBS6j3gPeD7IlIEnA18HLgbWD70tze0ZMvxafQbzRwb20NUeo22H5FYgmA4BkB7wGgREgrFqKgowlvkJBJN4EhK78fiCVafOJnD/mhKFbvRH+SGU2elrp9tARtV8f4smjXjbZEaS6QMZspSytezKlzsbY+kxhf0lYUYK+ST9zHOxuGIaHBZH7jG2hjJl2x5b0CaZyiVXsDjWfXgrN6j8Wig94voEFt/5JuDlNasVin1tFKqByNc8Vz/Z48s/U0MZkKsGZ5oC8YJhONMK3WzqzlGeyDMjMpi3tndis0mJBIKj9NOicdJKBpnRqWXmkojF6TEZesjymdWi7QEw1x/xuw+3qHhSKTNxLrwWPWRsrYjyWBCTRxDxLH+/1pDs/1VHY0UuRaUgYoDzH25rjnOKLgGVy7Gq2GUSZpBvarvuBxQK0mjycKEaFab6ynKmqS9rNpIdK2tMprYOmyCw25j18EuqiZ56QqEmVLh5WBzgCmTvPiKnFT6PDS2BlMKtADrd7ZRU+Ghxterit1fJZPVSBrqp718k2ezJm4nDSZrHy1tIA2eY/0/NY14q1E0lha9/oydbKKRVsbReCu4BlemSKmJ9aFsLI2boWAwhvY4NMrzZhg8SONaSbsKiGAkD87CiKWPK6xeHzOcAVBT6aXEbWfr/i6OqyomEksAJalmjgAnT/eljCIzP8R6zcE87Q/3BJYmtEb2CWIiTxyjhcFKBQwnR2PEZB1TAwj1jXEjveAaXMcqUjrWyadgILVfq7inMQwG0vhV0k4mDS4A/oSRSPgBYGOhb2woGcjwsBox9S29xlJja5BYQuHviXKoNcjx00txOmw0dfbg74lydm0F25tCrJk3KSXAltm4MVNyf6TJGbPPPE57jo6ZofQIjvVckj6eSqtBtGrcG+IjosFlZayOm6MlZ2g3i7dSz3OaXOSbpF2KkVR4J/DJwt1OYRko56e+xRCNNMNllT4PJS4bu5q7cdiE1q5QqqXDe4eMtiQlLlvKqOqv0exIkLc2SI7zsolNajT5kLlA9ae/ZebD9TfOxvLYG0saXGOFzLGS632ubeb2zIq3iZakrYUi+ydfA+llYIZSaluy3ciYItfTd2buj7Uvm9ngsSUYJhBJ0NTZYxhJ/hD4PCyfXc6y6gqqvL1tQnJ5jkaafBeeXJPDRJowhpKhHAOjaTzlSy6JCGujZHNfrmbJ1ly4scxIaHCNda9jfwz08JZzHlvVO6ZSaQVJb+Y492LmRttHOclXB+nXlp9/XrjbGXnMHKJHth3CH4rictiM/CKXLVVqve7EatY3tKSdt6y6IquOkbUx7nBMVP09SWUzgDInhXy8RdqjpBks1rGSrRP7RHtyLzTjVRhyMOScp6whNkvbkQmJLvPvl0HpIGVDRK5WSv1yKG5mtFDj8zK/OszedsMoWlZdwfqGFrY3hShx2djU1M6aOVWp41NJ3rt7rzESJfy5yBaPz0eHRi9Yx8Z4foIfLAP1bcs8RpdlawZiMHNUn/kuSy6Snu80mRyzgQR8E8jbQMpDcv8q4HsYyYxg6H7cb9lfCrwLPKmUujGfz8y2QFkXr7REano7sJs8+V4TJW47U31O1sypYlNTe95VasNdgZTN1ZzP01F/nqV8FjdNX7RhNDADGe96rB0dE2Hs5dNBIK1preWceMPtfYykTK/mRBl72oOUm3yFIrfl2gVU5/theUruAzzej/FzO/DXfD8zk3xcz1ajpy0Yp8Rtp7aqbzfsXIylySlzEskMe2g0I8VEWaAKxUT1YA5k4MQfuj2V06bnOG0g9Ue+HqRq4B+A9oztAvy/QXxePpL7ORGRZcl7eYFBtDbJNlFkE420eoVagmGqvG6WVRuGkbVlSL7eo9EyQfXXDytbFUd/52s0w4Eec5pj5WhESiea90jTP/kaSH8ASpRSWzJ3iMjLg/i8fCT3AT4mIquAeuAmpdQ+EbEB/w18CvjwID5zQC0i05CxGjymsra5zWocZRpGo73nUX/l1LkEIs39Gs1QMZCYXz7oBSx/RuNcNCrQeW3paAdSTvKtYvts5jYRmaqUOqyUujzbOTnIR3L/GeDXSqmwiFwPPIShA3ID8FzSWMr9ATkk9weDaQSZlWnQW402mIq00TZBZSunHopFa6yQR/5bDYZA32SgDfikUmp/ct8s4H4MRWQFnK+U2jN8dz+2yTcXLhvaKNIcC/1WS2bp25bJeB9/OsSWm2NJ0n4OWDrIc/KR3G+1vP058J3kz2cAK0XkBqAEcIlIQCn1lYzzs0ru9+fhydRDqvF5U0ZSNu8SwL2v7gHg+jNm57zuaKG/RNj+9EPG08SQZ/7bXcDDSfX4czCEUT+V3PcwcIdSan2yFURiGG9/XNFfIuxA1ZbjYSxqCotVRgKOTspEM6SM615suTgaszMfyf1pSimzjOwCjIo1lFJXWI65ClieaRwdK2lGzu70fY3+IJcsmpaWqzSWyLdXUX/HjHHyyX+bD9yU/Pkl4KnksfMBh1JqPYDZF0szMJnhXeu2zJ/7W7D0YjZ4RnPYfzRg9aiPVxX3gRAZFiXtMduLzXYM5w5aMFIpFQNMyf13gd+YkvsickHysH8VkXdEZCvwr8BVx3CPKTLL+ftjoEq3Gp+X68+YnfIeFYo77riDk08+mYULF7J48WJef/11AFavXs3y5b056nV1daxevRqAl19+mbKyMpYsWcKJJ57IF7/4xT7XNScF6x/+Zz7zGaZMmcKCBQvStj/x0mucPOc4bDYbdXV1qe2tra2cffbZlJSUcOONeaktjDTZ8t9mZByzFfhY8ud1gE9EKoFaoENEfi8ib4rI95IeqTRE5DoRqRORuubm5gJ8heGjUGMP+o6/a759L9MuvI4Fc4/Leuz3/74PEaGlxRBnfe+99zjjjDNwu93cddddQ/m1xw1jWShyKMbel59+I3WcdbxZpUpCO95hxdyZLFq0iIWfv43b/tz7rKSU4paPfojaqVWcdNJJ3HPPPal9L7/8MosXL+bkk0/mQx/6UCF/FcOCaSQV6jWWOWoPklLqp0d53kCS+7dgNGvs7xoPAg8ezefnYqBKtxWUpbYNx+Tz6quv8oc//IHNmzfjdrtpaWkhEomk9h85coTnn3+etWvX9jl35cqV/OEPf6Cnp4clS5awbt06zjzzTCB3a5GrrrqKG2+8kSuvvDLtaWrh5IX89vhZfP6/0+1hj8fD7bffzttvv83bb7895N+/AOST//ZF4MdJD+UGDC9nDOPvZCWwBKN56OMYhvsv0i42TjqqF2rsmWQ+rV+59kPccPE/cPX/+UnadoA9T/yEP/7mkbR8wkmTJnHPPffw1FNPDd2X1owKCj32oHd8uZ0O/vTlqyg56RQSZ1zMWWedxdq1azn99NN58MEH2d/WyTt3/gvOq7/OkSNHAOjo6OCGG27ghRdeYNasWantmvHJsXiQJhRWo2g4XNaHDh2iqqoKt9togFtVVcX06dNT+2+++Wa+9a1v9XuNoqIiFi9ezIEDB1LbMoXTTM7kEGU7X0nbFt/wOCeddBLzP3kTUjYlbV9xcTFnnXUWHo9n0N9thMgn/+2gUupipdQS4Nbkts7kuW8qpXYnvaBPMfj8uzHDUI+9XGPOZNWik5jkKwZvWZouV/yh2/nCjx/m29dfkfYkOmXKFFasWIHT6TzGbzp+MT3mYy28Voh5L9f4k7kfoOSkUwAIvfRrou1HEBHiGx7np9+9g6/+89XYjj8RMMYcwK9+9SsuvvjilMFubh/LaA9SbrSBlMQ6mWSbWIZ7ojn33HPZt28ftbW13HDDDfz1r+namGaI4aWXXsp5jfb2dnbu3MmqVasAwyX9uYfXH7W69hgnlf8mIi6M/LenrQeISFVSTgIML+YDlnMrRGRy8v055KndNRYpyNh7bxfXXHNN7uKA0z4KJL1LDfXQUM8zb77HjKpJLDqhZii/nmYUU6ixd913/2+f4+yrLiW+6z2WffbLTLvoOj68/BSWh/cAsPtIO080BDjtP77H2rVr2bnT6NFeX19Pe3s7q1evZtmyZTz88MND9M1HECnwawwz7g2kN3Z3jsl4fElJCZs2beK+++5j8uTJXHrppTz44INpx3z1q1/N+jS1ceNGFi5cyNSpU/nIRz7C1KlTAVi+fDn3339/2rF9DKWg8bsaZ8ZRvvlvq4EdIlKPIUh6R/LcOEb47c8i8hbGn/24bdo81GPPvupSlp94fNrYy5a8TUcyb2tOLeGPf4E7X32fb3zmnwryHcc7et6zzHsnHs99X/pc1s+z22xs+sV3aPztT6k75Oft3UaaYjgcxuPxUFdXx7XXXstnPvMZAGKxGJs2beLZZ5/lxRdf5Pbbb6e+vn4IfwOa0cS4N5DGMna7ndWrV/PNb36TH//4x/zud79L23/OOecQCoV47bXX0ravXLmSbdu28dZbb/Gzn/2MLVt69T37K+83n+LHK0qp55RStUqp45VSpvHzX0qpp5M/P6GUmpc85hqlVNhy7nql1EKl1ClKqauUUpFcnzMeKNTYy8yBy9ZE1L7qUnbt2kVDQwNLb/gmx1/5Zfbv38/SpUs5fPjw0H/ZYUBEzhORHSLyvoj0qb4VkRoR+bOIbBORl0VkpmXfLBH5o4i8KyLbRWT2cN77cFOIsQe94836sn/6a9hXXUq5r5hVc6p48e9bsK+6lJkzZ/Kxjxn1GuvWrWPbNqPb1syZMznvvPMoLi6mqqqKVatWsXXr1gL+NgqPDrHlZtwbSGMxDg+wY8eOlFsXYMuWLdTU9A013HrrrXz3u9/Neo3a2lpuueUWvvOd72Tdn1nJlg1zIlGdR4hv/uMgvoFmrFKIsZdZQZStkpLyyTCnlviGx5nfvp0jR46w6+HvsOvh7zBz5kw2b96c8gqMJSwaXGsxpCQuS0pHWDE1uBYCt2FocJk8DHxPKXUShlzFgJnBet5LH3vZaO7oovXZB4hveJyecIQ/173FB2YZ+U4XXXQRf/nLXwD461//Sm2tob594YUXsnHjRmKxGMFgkNdff52TTjrp6L/wSCPaQOqPY9FB0hSQQCDAv/zLv9DR0YHD4eCEE07gvvvu63Pc+eefz+TJk7NcweD666/nrrvuoqGhgdbWVu59eD33Z7Yb2fA4V3zzHv66fTctLS3UXP4Fvn7FX7j2O/+Xpzb8nX+750GaO7q44CvfZfHv/sqLL74IwOzZs+nq6iISifDUU0/xxz/+kfnzM+d9zVijYGPv3nu5//77+3gxL7vsMl5++WVj7F1yA1+/+hI+84/n5Lzu4cOHWb58OV1dXdhsNn7wgx+wfft2SktLj/GbFwytwZUnBZ33kiFec/wdmX0an/7YhcQTCRJFPi45dSEf+eAyAL7yla9w+dpz+P63vkFxkYf7f/VbAGqbt3Fu7TQWLlyIzWbjmmuuYcGCBUP8W9CMFkSpMVuNPCDLly9XVu0eTS+5mtJmE+4bTcqzIrJJKZV3o+KRQo89g2xjJ19xyNHG0Y49EbkEOE8pdU3y/aeA05RSN1qO+RXwulLqhyJyMfA7oApDXuIaIALMAf4EfCWZF5cVPfYMBhp7VrKJRY6mubBQ855n6jw185P3DHzgMbDrv88fE3N2NrQHaYKSSz32WHpmaTT5MAHHWME1uGQIelCONwZSxR5oDE4MVe2xHwYrJNpAmsDkk3+UT56SRpOLXGOnv4VqHPYDzEuDC7gYQIxefx9TSnWKSEqDK7nvKeB0xqlIaaHJtwdgf8eON7R9lJtxn6Q9nnnggQc45ZRTWLhwIQsWLOB///d/AUMVe8aMGYTDRhFWS0sLs2fPBmDPnj0pIbX58+dz5ZVXEo1G066bbfK45VPrOO644ygpKUnbd/fddzN//nwWLlzIhz/8YRobG1P79u7dy7nnnmuITc6fz549e4b4N6AZKQo19qyYC9RXf/6YMfa8nrSF7KabbmLx4sUsXryY2tpaysvLU/u+/OUvs2DBAhYsWMDjj4+4t0prcA0hgxp70yYT3/B4auwt++yXOeXKLxhjLxbLev1s1ZUXXHBBWq7R1772tVQrlHPPPZeDBw17V7fBGV9oD9IYZf/+/dxxxx1s3ryZsrIyAoEA1v5fdrudBx54gM9//vN9zj3++OPZsmUL8XicNWvW8Jvf/IYrrrgi7ZjMsNuFrhr+9bs1zJs3L+24JUuWUFdXh9fr5Wc/+xlf+tKXUgvSlVdeya233sqaNWsIBALYbNoeHw8UeuxlPrmnxt7xc9KO+/73v5/6+Uc/+hFvvvkmAM8++yybN29my5YthMNhPvShD7F27doRS+JWSsVExNTgsgMPmBpcQF1SZmI1cKeIKIwQ2z8nz42LiKnBJcAmxrEG10Ac09ibVsWmX3yHeDzBebf/nN++9BqXrzlrwPy43//+930eDG+++WZuv/12AO655x5uu+027r333jHZBkeH2HKjV6xRyne/+91Ug8SbbrqJc84xqnr+/Oc/88lPfpIjR47g8/lSf7glJSXMmdO7gPz7v/873//+94nleEoCYzI59dRTs0ryZ3ZcXxFpZNq0aX2ucfbZZ+P1egE4/fTT2b9/PwDbt28nFouxZs2a1P2Zx2lGNyMx9vpjRaSRKTs3gM2RM9zx61//mssuuwwwxt6HPvQhHA4HxcXFLFq0iBdeeCG/L18gtAZXfgz52HMX99V8s9tYPs3Hgea23uTrh27v4zWKb3iczhce4u677+arX/1q2j6rsd3d3Z0yMsZcGxwxQmyFfAFlInKfiIw5oT1tII1SVq1axcaNGwGjRUggECAajfK3v/2NlStXsmjRIqqrq5kzZw5XX301zzzzTNr5s2bN4qyzzuKRRx4h/v+ehHB3n88IhUK89uIzrEk67w+2tPGRL307Z/JifMPjkIjl3P+LX/wi1USyvr6e8vJyLr74YpYsWcLNN99MPJ6z8EYzihjKsZeLPmPv4EHOP//8o0rebmxspKGhIbWYLlq0iOeff55gMEhLSwsvvfQS+/btG/R1NcNPIcZefMPjxF9/JtXrL3rqhfx9+/v8w2mLAGPsfeTu3uOteZf/9cDjfOELX8j6cHfrrbdy3HHH8T//8z/cdtttQ/67GEd0KqWuU0o9M/ChowttII1Sli1bxqZNm/D7/bjdbs444wzq6urYuHEjK1euxG6388ILL/DEE09QW1vLTTfdxDe+8Y20a/znf/4n3/ve95DTLwR3cWr7rl27WLx4MZWVlcyqrmLh8YYQ2/SqSTz/2ptZVbYH4tFHH6Wuro6bb74ZMCT5N27cyF133cUbb7zB7t27+7QM0IxOhnLsJRKJtO2psVdRzqzqKpZc/SUApk+fznPPPZcmJmkyUKHAY489xiWXXILdbgeMfl7nn38+H/zgB7nssss444wzcDh0NsFYoBBjz+wSsGvXLhbPm01lRTk1C5enjb3nt/ZtF/JW6QfY3WNn3bp1We/1jjvuYN++fVxxxRX8+Mc/HtpfxDAhgM0mBX2NZbSBNEpxOp3Mnj2bX/7yl3zwgx9k5cqVvPTSS+zatSul3CoinHrqqdxyyy089thjfST5TzjhBBYvXsxvfvObtO1mHsj777/P6w2HebajCMiu/9GHLGGOP/3pT9xxxx08/fTTqS7cM2fOZMmSJcydOxeHw8FFF13E5s2bj+l3ohkehmPs7fjVD3h9+06efjotVxkYfNXQY489lgqvmdx6661s2bKF9evXo5TqkzunGZ0Ueuxt+sV32PGrH/Daa69lHXvQO/+98vCP2PTqK8yePZuzzjqL+vp6Vq9e3ef4yy+/vM89jCWGIcQ2ZtEG0ihm1apV3HXXXaxatYqVK1dy7733snjxYkSEgwcPphkc/Uny56qmmDZtGt/+9re588470/oTZSPXU/ybb77J5z73OZ5++mmmTJmS2r5ixQra29tTCZR/+ctftMr2GKLQY2/muuv59g9/wp133tln32DCbDt27KC9vZ0zzjij9/x4nNbWVgC2bdvGtm3bOPfcc/O+pmZkKeTYs6+61Bh7yXkvc5+V6y86l32//xl79uzhb3/7G7W1tbz88ssAae1Qnn76aU488cRj+cqaUYo2kEYxK1eu5NChQ5xxxhlUV1fj8XhYuXIlANFolC9+8YuceOKJLF68mMcff5wf/vCHfa5x8skns3Tp0pyf8dFJYYLNB9m49d1UDhL0nSy+9KUvMXNKJcFgkJlTKlNu7ZtvvplAIMDHP/5xFi9ezAUXXGCcb7dz11138eEPf5hTTjkFpRTXXnvtUPxaNMPAcIy9iy66iGAwyMaNGzl48CBrT1+S1Tj60pe+xMyZM/uMPTCSsz/xiU+kVeJEo1FWrlzJ/Pnzue6663j00Ud1iG0MMVRjb8msKVlzL+MbHjfmPcvYO//884HsPQOz8ZWvfIUFCxawcOFC/vjHP6bu4fDhw8ycOZO7776bb33rW8ycOZOurq4h+b0UCt2LLTe61cgEZzBiaKOhRYRuNTL+yCUUmdkv0LpvJNBjb/zRn0jpaKJQY69oeq064bM/GerLpvH2t84dE3832dCPVROcXBNCrjYkYxkROQ/4IYYWzf1KqW9n7K/BEOibDLQBn1RK7bfsLwXeBZ609tHSDA0DjUWNZjgZDUa5ZmTRITZNivG8EImIHfgJsBajc/plyU7pVu4CHlZKLQRuAzITZG4H/lroe50IZHoj8+l7pRcqzVCTGU7LlYvZX37mWEbQIbb+0B6kCYzZay3bdhh3C9KpwPuWnlaPAReS3rZhPnBT8ueXgJQcrogsA6qBF4Ax6S4ei4yzMagZJVjnuIltnI99I6aQaA+SJkW2Luvj6MlpBmBVC9yf3GZlK/Cx5M/rAJ+IVCZ7ZP03cHN/HyAi14lInYjUWdsfaPqSrd/fOBprmjFIroa1ekxOXMa1B2nTpk0BEdkx0vdxDFQBLYX9iE/kua+/43JSiPvvW9ObH9kekzIrFL4I/FhErsLoh3UAiAE3AM8ppfb197Rl7aguIn499o6WoxprmYymsTes6HlvMOQaa5nbBzUmx9TY0w6k3IxrAwnYMVaz5wFEpE7f/5CxHzjO8n4mcNB6gFLqIHAxgIiUAB9TSnWKyBnAShG5ASgBXCISUEp9pZ/P02NvBBnr93+M6LE3goy1+9chttyMdwNJozF5A5gnInMwPEOfAC63HiAiVUCbUioB3IJR0YZS6grLMVcBywcwjjQajWb0Mw7UrguJzkHSTAiUUjHgRuBFjFL93yil3hGR20TkguRhq4EdIlKPkZB9x4jcrEaj0WhGnPHuQbpvpG/gGNH3P4QopZ4DnsvY9l+Wn58AnhjgGg8CD+bxcaPqux8F+v7HLmP9u+v7HybMMn9Ndsa1krZGo9FoNJrsFM/4gDrp8/cW9DM2fe2cMaukrUNsGo1Go9FoNBmM9xCbRqPRaDSaHOgQW260gaTRaDQazQRF20e50SE2jUaj0Wg0mgy0B0mj0Wg0momI6BBbf2gPkkaj0Wg0ExCjzL+wL6BMRO4TkY+O7LcdPNqDpNFoNBqNplB0KqWuG+mbOBq0gaTRaDQazYREdIitH7SBpNFoNBrNBEXbR7nROUgajUaj0Wg0GWgDSTMhEJEHROSIiLydY7+IyD0i8r6IbBORpRn7S0XkgIj8eHjuWKPRaAqPiBT0NZbRBpJmovAgcF4/+9cC85Kv64CfZey/HfhrQe5Mo9FoRoICV7CNcftofOcgVVVVqdmzZ4/0bWiGkE2bNrUopSYP9jyl1AYRmd3PIRcCDyuje/NrIlIuItOUUodEZBlQbLyffQAAIABJREFUDbwA5NV0UY+98cfRjr3hRo+98cdYGXvjjXFtIM2ePZu6urqRvg3NECIijQW69Axgn+X9fmCGiDQB/w18CvhwvhfTY2/8UcCxN6TosTf+KNTYM3SQxribp4CMawNJoxkE2WYJBdwAPKeU2jfQRCIi12GE55g1a9aQ36BGo9EMNdpAyo02kDQag/3AcZb3M4GDwBnAShG5ASgBXCISUEp9JfMCSqn7gPsAli9frgp/yxqNRnNsaPsoN9pA0mgMngZuFJHHgNMw1F8PAVeYB4jIVcDybMaRRqPRaMYXE8pAemN3JwAr5paN8J1ohhsR+TWwGqgSkf3A1wEngFLqXuA54HzgfSAIXD0yd6rRaDTDhw6x5WZCGUiaiYtS6rIB9ivgnwc45kEMuQCNJm9E5AHgI8ARpdSCLPsF+CGGgR4ErlJKbbbsLwXeBZ5USt04PHetmRCMg1L8QqJ1kDQajaawPIjW4NJoxhwTyoOkQ2sajWa4GW4NLo0mX0Q3q+2XCWUgmTlIoI0ljUYzahhSDS6NZjBo+yg3OsSm0Wg0I8uAGlwDXkDkOhGpE5G65ubmIb9BjWYiMqE8SCbae6TRaEYRWoNLM2LYtAspJxPSQNLl/hqNZhShNbg0I4a2j3IzoUJsK+aW0egPpt4/sfXQCN6NRqOZCCQ1uF4FPiAi+0XksyJyvYhcnzzkOWA3hgbXzzFCaxqNZoSZUB4k03NkNZI0Go2mkGgNLs1oRUQLRfbHsHuQROQ8EdkhIu+LSFZ3sYj8k4hsF5F3RORXyW2LReTV5LZtInLp0d5Djc+bemk0w8EbuzvTqig1Go1mNGCTwr7GMsPqQRIRO/ATYA1GYuIbIvK0Umq75Zh5wC3AmUqpdhGZktwVBK5USu0UkenAJhF5USnVMZh70EaRRqPRaDSagRjuENupwPtKqd0AyaTEC4HtlmOuBX6ilGoHUEodSf5bbx6glDooIkeAycCgDKRM3tjdqZO1NQVHjzGNRjMa0SG23Ax3iC2rIFrGMbVArYi8IiKviUgfiX4RORVwAbsG8+Gbmtpp9AfTXoAOfWgKjh5jGo1mNCJS2NdYZrg9SLkE0aw4MHoSrcbQA9koIgvMUJqITAMeAT6tlEr0+QCR6zD6GTFr1qy0fcuqK1I/60RtzXChjSONRjMaEYx2I5rsDLcHKZcgWuYx/6uUiiqlGoAdGAaT2dX6WeCrSqnXsn2AUuo+pdRypdTyyZMnp7ZbFymrcdToD7JibplexDQFx0zU1mNNo9FoRj/DbSC9AcwTkTki4gI+gSGSZuUp4GwAEanCCLntTh7/JEZTx98ezYc3+oM8su0QLcEw0FvNpvWQxj8i8oCIHBGRt3PsFxG5J1lduU1Elia3H3P1pKm/ZRrjOh9Jo9GMFnQVW26G1UBSSsWAG4EXgXeB3yil3hGR20TkguRhLwKtIrIdeAm4WSnVCvwTsAq4SkS2JF+L8/3sFXPLqPF5mV/toS0YB4ycpE1N7YAOuU0AHgT65LNZWIvhqZyHEaL9WXK7WT15cvL8H4hI+dHexL2v7jnaUzUajWZoEUEK/BrLDLtQpFLqOQzlWOu2/7L8rID/SL6sxzwKPHq0n/vE1kPU+Ly0BePUVqWX+pul/7qibfyilNogIrP7OeRCDO+kAl4TkXIRmTYU1ZNmSM30XOpWNxqNRjP6mRCtRqwK2mvmVLF+Z9sI35FmFDJgheVA1ZP9dVSvbwlS5XWnFQpoNBrNSKOr2HIzIQwkMLxEmw/4Wd/QQk2Fh2ffbQGgyutOHTNRn+jjGx4nvuHxkb6NkabfCktL9eTV2aonIXeBAEBtlTflQdJoNJrRgAA2kYK+xjITqhdbazDKruZuHDah0udJGUdmHhKQVtE22gwm04ixr7q0322aoyJnhWU+1ZP5sLc9wrLqY7pHjUaj0QwTeXuQklU+xw185OhlzbxJHD+5mJpKL+FYnA0NhiG0rLpi2EMfQ1XubRpGx+IBsq+6VBtYRjXllclxfjrQqZQ6NBTVk2DkH82qcKWJlWo0Gs1IM9ZCbCIyV0R+ISJPDP3V08nbQEomrz5VwHspGKYnqCUYZt2J1QQiCTq6I0z1OalvCbK+oSWtom20lmJrQ+boEZFfA68CHxCR/SLyWRG5XkSuTx7yHLAbeB/4OXBDcvsxVU+avHmgm73tkVQFpUaj0YwGRkMVWy4ZFsnS3F4ptVsp9dkC/Cr6MNgQ22siskIp9UZB7qbAtAXjPPleE2/vbWdymYfG9hA1FR4mee20BeOsmVOVs5LtWCrcsoXsjuZaucJp2mgaGKXUZQPsV8A/Z9l+TNWTJtcsnclP/74Xn8fJJK/ORZpIiMgDwEeAI0qpBVn2C/BD4HwMWYmrlFKbk4b4z4BSIA7coZSa8MmCmnHJg8CPgYfNDZJHc/tCM1gD6WzgehHZA3Rj5HgppdTCob6xoabRH2SS187O5iDzppcCEIklOOyPArBmTlXq2KHOQRqK67yxu5OlOfZZDaf4hsdT/1rRRtTI8oNXGuiJxAmGY4Rj2os0wXiQjMk/A6sG12kYRtFp9Gpw7RSR6cAmEXnRbLuk0Rwro6XSLIcMSz7N7QvKYA2ktQW5i2HArGIDaO4MEYrGqSh2EXbYOOzvFYo0NZEyKVTIzWqMZTPMrHlKm2eel3WfaTiZRlGufCTTeNIMPydP97GzOUhrV4hFM0tZM6eKJ7Ye4pJF00b61jQFZiQ1uDSagRiGSrMqEamzvL9PKXVfHudlk145TUQqgTuAJSJyi1LqziG81zQGW+a/F1iJ0Si2EaMMekzV5UwrddPRHcFhE9q7I+w82EU4Fqe+JZjTOBoM+SRfZzvG+j7b/hVzy1i6/wXiGx4fdHK31aOkS/pHhsP+KI1HAnQEIsbPSYNc92XTMAQaXBrNKKbFlD9JvvIxjiCH9IpSqlUpdb1S6vhCGkcweA/ST4EEcA5wG+AHfgesGOL7KgizKly8VN/OvOml7GvpJhiKkUgomjtDLJlRDKR7kt7Y3ZnVs5QrRynXvlxkWxytnqRMo8n0FC3d/wLx/cBMo3NGtpBaJpnSANqbNHyYYyiRUFSVeWj1h6hvcQJG4cBoLAjQDCv5anB9OpcGl4hch9Eih1mzZhXiHjXjlFEQYctFPs3tC8pgDaTTlFJLReRNAKVUe7IMetTT6A/SFozTE47hsAnV5UVEonFiCUU0lqAtGGd9QwuTvPaClfxnGlHZDCQzGTzbPvuqSw1Daf8LadtTxlFDfZ9zmFObdpw2ikaOYDBCKGTkvJ083cckr32E70gzSjhmDa7kU/l9AMuXL1e5jtNoMhnF/dJSze2BAxjN7S8fzhsYrIEUTWaWKwARmYzhURr11LcEeeegn8pSD8FwjH0Hu/D7wxQVOSgv9bCzOcgNp6Y/ea2YW8YKsucDZWIaPZl5Jf15ljLzjjKvb3oeLlk0jfhDtxPfX8tSjFwkoI+hZDWGrOiE7ZGlxuelxOVn3nHlvLXTUHDfur+LRTONYoGJ3ANQC50ChgbXjckk1NMYYg2u0Sp8qxl5DCXtkb6LlAzLaox8pf3A15VSvxARs7m9HXhAKfXOcN7XYA2kezD+YKeIyB3AJcBXh/yuCsCaOVU0toeIxBL0hGN43HY8bi8Ou41YPMG0Ujc//fteAE6r8QGGgWKG1qzaSE9sPQTkTujOJ6+kvxykbMdaK9j6GEb50lBPnF5jaYIvSsOCGaYtcdvx90QpLy+ivT3Iopml7GwOpsbaeCPT8JnIhlC2yR9wAiil7sXQ4DofQ4MrCFydPNXU4KoUkauS265SSm3J97N1jptmFFAmIvcBzyilnsl2QC4ZlmzN7YeTQRlISqn/EZFNwIcxjM+LlFLvFuTOhpgVc8t4ZJth2Eyb5GXr+8aTfKnPTYnHSWswyg2nzmJ9Q0sqxGZVO853osnMVcp23r2v7mFZdUWaAWblia2HUtvXdW6ATnhy8TXGz9moe8X4tzLZ/yuHJ4k5tXnlK2mGnncO+vEVOWnrChGNJvjDpgOUFLugxsempvZx8XTfX/VkLiaCwTSSGlzjYVxpCsggxByPgU6l1HWF/pBCMOhebEqp94D3CnAvBeWN3Z2smlPG+p1tdHRHcLmMr36kuZsOl52yYhePbDvEpxZOo9EfpCUYThlKmYZOjc+bNvFYDZrMz7QyUHuJTU3taflP9S3B5HPmACw/0/i3oR5amw0DycxHatgF56xNvTc9SBNhYRot1Pi81FR6aWwNEosliETiBAIRyks9vN7o7xPaHWsMxuCeyJ6kkUKH2DT9MXpTkEaevAwkEfmP/vYrpe4emtspDFZDJRJLUF7soicc43BLN5FIHIfDRjAc4x9PqkoZMVZDJVcytZWBdJTe2N2Z2mf+2xIMpx2/rLqCTU3tVHndrG9oobbKy5OsosbnZV1mWM2akN3a3GskWZlT2+tNyvAq6YVqeDCN60NdYXY0tmOzCWVlHg7sbaG7O4pv4VTWN7SMycUrH8NIeys1Gs1YJV8dJF/ytRz4PIZGxwzgemB+YW5t6GkJGi0emjtDAHg8ToqKnDgcNnrCMTY0dLL5gJ+WYLiPtyef5qLWvm7Wc8zmpNb3QFoozzxnWXUFNT4vh/3RlDaTua8PpgG0/EwjzGYaSnWvGNvrXukNv5lkq3TTFJRGf5BppW5OOaGKqklenE4b4Z4wNpuwPRnqNfPaRjNWfa43dnfyZNmqvgc11PeOMXPsWcac7ic4vGjvkWYgRkMvttFKXgaSUuqbSqlvAlXAUqXUF5RSXwCWYZSkjmpWzC1Lha/mTfYSSpb3d3dHSCSMitjKUkOfpsRtp8rrBmB9QwvrG4wFzOrpyezGXuPz9vEcbWpqN0JkFjKv8eR7TanrVHndaYbV/GpPqg3K9qZQ2nXSFiZz8TE9SHWvQFdXbkMoV36SpqCsO7GaYDhGV8Aw0n3lPnq6Q1RWFlNbdewCpYUkU7g0/tDtLN3/Auv+fGe6QdRQj3rnLdQ7bxnburp6jfXkcaYGl/YsDS/5CNhqJh5mFVshXyONiPybiJSKwS9EZLOInJvPuYNV0p4FRCzvI8DsQV5j2Hljd2cqKToQjuNx2gmGYhQXuwgEjHyk1q4QsYRizZwq6luC1LcEWTOniklee1YPjmn8bGpqTyV/r5lTxZo5VbQF4yyrrjAq55KJ2DU+b8rgMkNrJW47LcEwLcFw2vVagmH2tkcocdlY39DCVF96ItK6zg3peUZgLETLz+xN1AbjZ9OjpD1HI0aNz0ujP4jX7aC0xI3NJiQSCXq6e/D7exvXjlYv0tL9L7B04z3GK1cFZdJbJF4vcvIp6YZ4phdTM2JoQ0kzAfmMUqoLOBejVc/VwLfzOXGwBtIjwN9F5Bsi8nXgdeChQV5j2DHdy5sP+GkNRnE6bMyo9HLkSIDSUjddXSHqd7cRjSW4f/N+aqu8TPLaefK9JtqCcdqC8ZTHB4wFzxT5awvG+dRCQ/dofUNLqinu+oYWnnyvifoWI3zW6A9SW+WltsrL3vaI4YVqD7G3PUJbMM5hf5S2YDz1vjUYpcRt58vOOr7srOv7pZJP5uqdt1B/+F3v9tZmKC01krPNRWr5mX0XrCyLln6yLwymUTyt1M1xVcVMmeQFBbFIjH17mtnQMHoXrKxGm2Vcqbq/G++7uowxB8a/f3neGIfWc1qbtbGk0YwyhiHEViYi94nIR0fqKyb/PR/4pVJqK3kKiOdtIInxTR/GsL7aMRomXl3oXihDRaM/yNIZPiq9Thw2weW0M2VKCXa7YLfb8HgctHSG6OiOsKGhkzcPdLN0hi9l1NS3GOc/+V5TyqO0qak95SUyQ2UtwTBtwTiBsNGx3TSkNjR00hIMs/mAn6UzfNS3BFkyo5gSt7G/xGXjsD9KazBKIBwnEstDf/MvzyNTpxpP7Mn3qqHB+PmcZF/hTM/RBF2gROQBETkiIm/n2C8ico+IvC8i20RkqWXfp0VkZ/L16cF+thlCW3diNYfagoSiccorS3B73aiE4u29OXLMholMr4L5/t5X9/QeZOa7ZYwfmTPHCK21tgKggsHef00PZuVkYxwuPzN7MYGmYKyYW9YnJQB6/48nsjdJPxAaSIFfJMv8c2kgDQObROSPGAbSiyLiI0+B67zL/JVSSkSeUkotAzYf3X2OLDU+L892tVBS5CTQEyUWi9PVFaa42EUioQiFojhsQonLxvxqT8rYMWkJhplV4WJve4TWYJQ18yaljKW97RFK3Hb2tkeYVWF0XwmE42x832i8vfKEcja+38HJ0338qs5oJzOzsphVc8p4clsTLqcdn8e4r0gswf3Tt+f+Ig31vYsP9OYdlZYi56w1nt7/8ryxb87x6YuaJQSX2Z8tc9s440HgxxhGfjbWAvOSr9OAn2F0jp6EIey3HENBfpOIPK2UGpRV0xaM88i2Q5x+/CRe29WG3S64i9wE/UFKPA42H/ADfSUkCo1VosIUtTTfXxt9HbKsn+oPv4OeHigqIrj5fdzTK3DMPY6eTe/hnlZO/HArjsUn9813a6jPmgM3AcbeiGEaQP01487VAkkndmvGCZ8FFgO7lVJBEamkV4y1Xwarg/SaiKxQSr0x2DscacxqsEg0js/jJOJM4HDYKSlx0doSxOV2UFVVzKH2Hip9Hva2G6lWh7rCKbXjve0Rls7wsbc9Qk2FJ1UVZ1SjtfN6ox+Xw0aJ207dng5mVhZTUmTkDz299QgOm7Cz2XiSczpsvH+4C4BYQtHc2k2Jx0koGicYisH0fr6M+STf2my8txpLVsPI1ESyPvknF6hsxtF4Rim1QURm93PIhRgtHRTGOC9PNgldDaxXSrUBiMh64Dzg1/l+do3PS0swzCSvnbZgnNlTfISihhaSw+ngre1HcNht3HL2CUf79fKmv9Y25r2ub2jpDeuaHkgz562rC5k61TDIz1mLbLsLm8eJam3FM3syUllpuKXNBG0T0zC3ejRXTYyxN5KsmFsGu3sLRHKJ05pkehLHkpE02JZK2iA3NJBsY7zSLA/WK6U+bL5RSrWKyG8wBK/7ZbA5SGdjLB67kmGIt0Rk2yCvMWJUed2cPN3H/GqjH1t5iQulwFvsxOdzsW9fJ4mEYn9rNwC7mrs5rcaXykMqcdupbwmmwmAAG9/v4Mn3mtjbHiESjVNT4QEgEIriD0Wp9DpxO+wsnlVOLKHo7I7gdBi/9lAkznsHOojGEjjsNtr8YSqKXUQiMda9N5eb2hZxzcEcKgrLzzQWoeTCo377qLEglZbCnOONSiIwDKYs4Y343f9K/O5/TbvkBJ8wZgD7LO/30ytnkW17H0TkOhGpE5G65ubm1PYVc8tYVl2RStxfNaeMSDRBIp5ARAgFjdBuobEufmb4zEwgByNknGYcQa/HxzS8ASonE3l3N7H778N7+smAEWqLdwZ7Q7vJ49L+tVzT/umvDcVX0gzAG7s7eWTboVQeJPSVHbEem+18k9FaRNBfqExXTQ6MSGFfI/e9xJOMAFSJSIWITEq+ZtO/CyLFYD1Iawc+ZPRhhg4ADvujNLaHiMYSBJKVbF1dYUKhEF6vA5tNiMUTLJ1heI22N4VSVWRmg9ElM4p580A3gUiCmkovgUiCPUeMRrh1ezqIxQ2DJxiO8fZ+ozouEIxSXmKE3nrCMQAikRi4jNwnc9+uA50cP6OMh2t2DPzFzlnbW71mGkQArc3GU761is30ImXkgMQfuh37p7+WmkQmsJGU7U9Z9bO978YsHdXf2N2ZCsOa8hEALqeNqsklHNofJRwK097ek9o3FE/uVk9RLqV382/iyW1NPFyzg6XA2Vtn8uXlGQdaw2JzjoeGXbhOmmt852AQ24m1fY0gM0HbOt4sITZzrOnWN4Vnqs/J9qYQq+YY46++xSgkMaVFqrzufr1K1vGTqw9lPuP1WEJ3mecejUipDuVOOD4H/DuGMbSJ3rm8C/hJPhcYbC+2RhFZBKxMbtqYzAgftZh/WOaT8lSfk0DY8OAEQlEikQTFxU462ntIJOw0NweIlHn47ZbDlBe7qKkw9Iha/SHKi10EwnEa20McagvisNs40h7EZkt6hKKGhICvyEljk5+uQJhAIILH4yCRUBwORXE4bDgcdjxuOz09MUKhGKWlHkLRODab4PH0lvRf2fiBvoaS2U6kcnLvv8lk7dQiZW4Hwygyk2Sti9jyM3vbj+gFCgzP0HGW9zOBg8ntqzO2vzyYC5sK6VZvzcVLp/LoK/sQmxANR4lEYnz9jzv45rkfOJbvkBMztLKpqZ22YDxl7P9h0wE6O0OsPDSNfY3tJBJHjGwrKxbDxloxKV7LIjmnFsc1hhGeOHjYcE2b484cjw27elvfkL5gaQO9cATCcZo6e2gJeqjyulNzWCTmZ1qpm+1NIfyhFlwOG4EeQ3tt5QnlQLpRb7Zfyiaaa/U0ZbZhSk9FGDzxDY+zFNg887yUsbY0M58tsxgl2z6tAZeVsS7mmAul1A+BH4rIvyilfnQ01xiUgSQi/wZcC/w+uelREbnvaD98JAiE48yqcHGoy/ijtdls+P0RRIRYTOF22+jpieF1O+jojrBkRjEATZ09RGIJdjUb4bfKUiNM5y1yEosrPC7DMOoJx9h1oJNYLIHH46C8vIhgMELVJC9tHT2Ek6G5Zn+YSCRGUZEz2Z8rgbfISSAUpb07wke3z+GZ+b3G0Zots5g3vZSdnbNYX/knY2Pa07lRYq0OH0Y+8jEj5AZIZWWvMZRtgsjSgmSCLlJPAzeKyGMYSdqdSqlDIvIi8H9ExJzdzwVuGezFq7zuVD5Ioz9IWzDOybMn0d7eQ6AzQHtrgIqKoj6aW/09bedKrrVy9WNvccOps3qFSVuDHGgN0twcYEdDG50dIQKdAY4cBJvdhkoopj0kHPq0xUk2pzY5HhuQj3zM2Jb0RgqG0WSdYm2fvDp9vFn/taprW7xJmsKxdIaPQ12GttqbB4z5a19LN2fNq2Rnc5Cmjh4cNsFht7F8djmBcDxlCG0+4E8VnbQF46kWSP21VjK9pgMZRNny4TLHu3VsLN3/gmEYWR8AzXFkHVuZ3swkE3ReG5BhsI/KROQ+4JmRqGRTSv1IRD6IodnosGzPVbCTYrAhts8CpymlugFE5DvAq8CoNZCsf3w1Pm8qe8TnCVHicRLojlBe7qG7O4JSEIn0Vq31hGO83ugnGI5RXVaEPxTF3xM1kqgxwiQlHicHmwO0tEQpLXXT02OE7UKhEN4iJ/sPdFFU5GT3HmPhi8cVlZVFdHT0MG2aEcbr7o7gdts53BSgqqqYto4eQyvHwvrFewG4sucD0Nyc5gECjNAHSR9i3SuGYZTcZlU6zreyaLwhIr/G8ARVich+jMo0J4BS6l7gOYwy0PeBIMkqB6VUm4jcDpiFCbeZCduDwbqQmEnbgbATp9NOLBpDJRSlJcbTvKmrBX3DbdmMoFxhD9PYemTbId470EGwJ0pPTwwR6A5ECAVD2Oy2VDVdLBrD4/Ww/5MxTvh9CS63A7fbzrL51Twz31JVmeGNTBlNGSQe/SVAegjO6lXKUdGmF7KhwfTevHmgm0g0Tl2DMWwj0QQ2m/DC1sM4HDYSCcUkn5s2f5i6PR0Uuezc+dL7zKwspqmzh0NdYXweQ82/xGXj2Xdb+MeTqth8wM+zXcbPYIy/+zfv55qlvc0VshlQ9766h7ZgnDVzjPOy5TmZXqdrIfsclUVyAujNy0ybG/sa4nqMDSudSqnrRurDReQR4HhgC2Au8IrcFc0pBmsgieUDSP48qv1zmU8p5h/epxZO46d/30sgFMXhiNPZGcLrddLe1o2zwsvO/R3MmFxCa1eIUDTe27/NZWdGpZd3drUya3opgVCUUp+bjo4QnZ0hHA47wWAEvz9Cd7fhrna7jafxoiIjlBcOxykvLyIcjhOPJygpcdHZGcLlctDS0k1pqZtQNM6aLbNw2IXnT2lMfZ+Ha3ZATa/nSL3zlrFAWYX5zNyjZOsHoK+6MaS1gDDzkGB8xuqVUpcNsF8B/5xj3wPAA4P9THPsmU/bK+g1dJZVV9AWbKG8vAibzUZnaydvveXAYRMa/WVpC4t1DGerPrNWKG0+4KeuoY2KEjfNnSGamvx0tgeJx+KEe8IopYhGoiilsNvtOJwOnG4n7iI3SimKS718fOcUTjrRCBcvn11uLGT7ew0kM8E6/tDtxoY5tb25RObiNKcWm7WJsnWRM4sGJggi8gDwEeCIUmpBlv0C/BDDQA8CVymlNif3fRr4avLQbyml8hbmvWTRtDQtq1A4TiQSw+Gw0dTUjctlo70lgNdXxD4FiUSCw24HTqeNUCjO7mJDoqSrK4yIUFrqprjYSVNTN3/bdIDq6mLa23vYssMoSLDbhXhcsfX9Fmw24THXwdRn25I9J+ZNL6W5M8Ty2eXctXE30ViCE6f5aA0aBS0lbnsy/JfA5bDBlIwvZWnAHXl9C65/Nv5k1W8fNR4KS0vTq3uzPfzVvQLjaG47FgSZCFVsy4H5yTl+UAzWQPol8LqIPJl8fxHwi8FcQETOw5gM7MD9Sqk+kt8i8k/ANzCsvK1KqcuT2496srAuKqb72OWwEYkmKPE6iccTtLUEUuqfiYQiGksQisZTi00oFCWRUHQFwkyZXExHwKg8OnIkwJQpJXR3R4hG44TDCWLRGC63E4/HTmtLAG+xMbnE48bTmwh0doYpK3Ozb28Hx59QRTAYoaMjxNTqEipK3LQHwnicdi5vqMXrNv6r0vSR5tQippFjVg9Zy/9bm3tFJEmGQsz3meEPTcGwGjtWA2eS184knxuvz0ugI0BPdw8HmgKs39nGNUuzJ81meovMnKJ3Dvqp9Hmoqz+Cy+Vgy/YjBLoMr5Ddbqe7ywitKKWIR2PY7HbsDjvxWJzi0mJKy4uIxxXz51Wl9LnM9jeN/iCNZau4ZJHh2Uo9iWfzRlrHLBwlAAAgAElEQVTp6jIM93PWpnuMLOdZk7THk0GewYOMkAZXlddNoKcDf4+R/xgKKQ4e9BPoDOByu4jH44SCYcI9YYpLi2k70klxaTHd/m4CnXbi8Tger4egP4i/3UZxWTHdXd243C521XcTi8ZwF7mNFIXkz7FoDLvDjoiglKLE5yYcjuN22+nsDJFIKBoPdiX15xL8dt77UAJr36phRmVx7xzXUA8NWB7kkkrtZqHAaYuh7hVUQ0PKOFKHDwP0znOZhSlJr5P2VCYZ4UqzYeJtYCow6DLMwSZp3y0iLwNnYXiOrlZKvZnv+SJix8geX4OR/PpG8g9+u+WYeRg5HmcqpdpFZEpy+1FNFivmlnHvq3tS8XBrXPxQW5AP1lbx9v5O3G4HNpsNr9eBx+PA7w8bOkleJ82dITwuO6FQFJtNjN5tbT04nTb8/jCTJhXR2trNjOmltLb10N7WjafITSwWp62lh7KKYnp6ohzY34W32Air2GxCcbETpaBqcgklHgclHgeOpNFmGkQA5cUu1sybxOYD/vTE7czkQzP0kbkQJY/rEwrJkQeiJ46hIdPbk+n5WVZdwR+3t2J32EnEooR7bESjcZbMKE7L4cjmgTJpC8ap29NBKBqnscnP4cMBVEIRj8cJdBo/m4uXSiQQmw2Hy0ksFMJVXoLT5WTK1FIWzqti537DY2AaR2YIJFcelNW4yZpHZHo0TY+RdbFKei2tmBWV442R1OACOHm6j53NQWKJHgJAIm6ICPcEerA77PQEenB5XPg7/MRjcQL7AoahIzFi0Rj+dkPEVETwNxvNu7E7cLjd2B12gv4gLo+LaCRKd1e3kfQrEI/FcRe5CXQESCQS2OxGMYvL7aKiykfToeTfw6nGPwcOdtHW3pNegJ1phKfaKB2Pqvs7UlmJVFYSeXc3zpqp0NNjqLtbzzVDujChPJf5Ml6TtC1UAdtF5O9AqvmlUuqCgU4crAeJpOv3aJW0TwXeV0rtBkgmxF4IWGWjrwV+Yho+Sqkjye3/wFFMFtZFybro1LcEmZbM84klFOFwDLfbQUd7kI52qJ5aSnd3hFgsTjAYpbTUQ0mxi7b2HoLBKHa7EAgkEIEjR7opK/Nw4GAXwWAUm81myAVEYkyqKiGRUISDYSqnGDlHnZ0hJk0qoqcnRkWFh3A4zoGmACfMKsflclBe7OL+6dv5TnQ5h/1RSlw2WoJhbi95E0osX84awjDJrN4wXdKZT/c5co+0cTR0WOUlsnmRGv1BLl8+nU1bD+L0eLA77Bw+0JZKpM1Mcv3P5+qZVeFKlWcD1O3poKUzxMGDXYR7IsSiMbq7ug1PUSyOioQgGgKbHSnyISJ4vB5KZ07B47ETDsepnmwUInz/4oWpz7JW3C3dYDSoNcfGgGPE2gMQesdexvs0o2piN1MeEg0u4DqAWbNmpbbX+LxsaOiksztCIBiluztCMBCkqLiI7q5uopEosWiMUDBEIh6HeBRxugkFusFmh2AnFJVCuBtld4JKQCwCykWsu51YIg7FFYSiEWwuF9FAF4jNONdmpyep9eVwOohFjdzNWMQwvGLRGF6fl2kPGaryKhFk2z8k1y/r/JRmWO8y2tq0thI52EZiTzOek2YRD0Zw9vQYniTzIdE0jDJ7UdI7hieA91JjRKOOikEbSMdItj/40zKOqQUQkVcwwnDfUEq9kOPcrJOFFevTb5XXnSp3nuS1c9hv9EHrCoQpK/PQ2RnC7XHhctlxuewkEopIJI7LZeQVJRIO/P4IXq+TSCSWqkILBcN0dwXxeD243A7sdqGjLYC3pAiXy0EgEKG0ohiXy4jvl5V56OoKE48ncLkMCQAzRj+togiX07ivQDhOOBanxGUzym23ZHiMLPkeaduz0c++zMnC/FlPGsfGirllrKAsZwm0aYRUTS6hq62LULJdzJv1zXzm7Nk0+oPUtxhNjluCYUrcdrY3hWj1d9BwqItwOM6Rpi5C3SGikSjhYAix2VDdHZCIg8MFnhKcxSUkEgmqj6umosKD1+vC4bBx+gmVrDuxOk1d2Xp/pscqvqH/75kaJ6t6t6UZP3mUXI9Hz9EgKIgGl0k4FicQilJV5uHIkQAAgU7j30goQiIaMQya7nZwuFCxiGEIBf3g9UHTbrBblgpPMXR3gNsL0YhxnthI9NgNY9zpMeI2Li8qFgZvGQ6nwzDCYlGIx4hFi3A4HQQ6Arg8Lrpau/D60mUjgL7yJKWlqINGGM1Z6cM2fSoqGKTobMMNlXivHpuZh1Q52QjzavplsGrRYw2l1F+P9tzhNpDy+YN3YMTiV2NozmwUkQV5npvzSQpI5VC8sbszlSQbCMeZVOrh8OEADoed0lI3R5q66AlGcXscxGIJioocRKMJOjuNpxvTgxT0B0F5KfYVEQ5FQSDUEzHyOnxegoEe4nGjpYnTaUOEZPm/E4/HQWmpm0QigdfrYkall1jC+DrBcIxrDs7H5Yjy0ylGb9UnWcXXJl/KrAqX0SML0ieRjHCaNZkxbbu5L0cVkWZoyexvZmXF3DLW/7mFaNTIA4pFY4S6e3A4bDy99Qi+IiflxS4a240CgY7uCO2BMIcO+41whz9shC/iCZRSkIijQn5jgUrEwOXF6TISsGfOnozTacPjcbJ4bmWqUs70qvYnJzAUhrJ91aVGUnc2b6amYBpcQKrx9Y7drTidNnzlPrrauohFYyQiIWxuD4mw4WUkHjWM60gYbAKRHmM8RYJQ5DMMpVgEXB5wuo1jveXGeFPK2BaLYCutNHI54x5EhHg8jsvjwukuJhwMpxo1O91OEvEELo8Lh9PByc+VEOwO0/DxpHBqa3Of72ObPtX4IZlzJCefQvjpF3BfcB62E0k3ijKbdlvmPC0vkWwoO85DbCLip9dWcGFUL3crpUoHOne4DaRcE0HmMa8ppaJAg4jswDCY8pos+nuSsia4NvoNNdlJXjutQS8NRQ7cybwfu92OzW7D5bKntIxaW7uJx+PEYnFsNhuRSILSCh/xeILONj8Op3FuUbGH7mSVkMvjoqzMQyAQoajIic1mJH8HAmHicUXVJC+hSDzlNaopdfP2/s5U6G/NvEmpZqHrOjewrgSIZvmtpikdD2D0ZDGa4vR1M2vv0bGTJi+RgWmQrJlTxdb9XdR1R4nH4hDuprGhFcc8o3ynJxxj2iQvkVgCh03oSCa5BoORlHEU8ScHidiS4Q8F7mJ8k0rxlnix2W0UFzvxFjmZU+1LkxE4WvE+k3x7+qX29WMcTeBwR0E1uHweJzMqjTBqlz9MR1sQpZQxLiZV0NPdkxozxMIQj4EjDq4i8LcZ3qSyKYahFPInPZM+Y7unBJxubLYiEvE4YrNhd9hxeVy43K5UWK2kvIRoOIrH60aV+3A6bXS2BfCVFVNR4aG5Ofj/2Xvz+Ljqev//+Zl9JjPZ0zQ0JC2lsQu0oS1L1VaWy5VF1GL9slzWqyI/xfULCOr1XkXEhStXLipfLkspegXptdyigFYEUlCkKwUKdEtT2oY0W5OZTGb//P44c05OJjPJpM0kM8nn2cc8MnPWz6SfnPM675WKCjd/+3Db4MHr1qNZDUZtNwCx9IyBjgGzGnDMfmNg+2SfwCGYHyJXDF6lLOY5ZaLrIPnMn4UQn8SIfBuerASSEOLbwCloKkzqWWXHwCZgjhBiFnAIuBxIPdZTwBXAaiFEJZrLbR+wl2O8WOjtFszotWgqPU4qPBFKSlzEYgmOHg0hLAKLRRCJxHG77ezd3U48rgmjsooiujv7qJtZTiAQ4f2DXVhtViMAsb8vhMViwem0EotpIstmsxCPJ3C7HdhsWoB2VYmL0iKtANvRvghE4wQiCU6pLcHr1IRbRzDM1toLDAvEhuYOzp9VyeKN96YXQsNVk03d3hS7pC4MuUX/f0vH6SeVMPudIvaUuuhw2omErfi7/ezbo8VlFBc72bO/G7fbzpG2XmIRLV4kFo0Ri0Q1QRQNaTctmwN8lXhLvNjsNk5fWofbaaO6xM38apeRvdniDxrW1JyRpq3NoHIAaZis83Aia3C1+IN4HRb2HwkR7I9qbn6nnYoqL0e7++nv68dd5CbmsBONREkAOIuwWMs0y05ZJcVlxfR09uD2ugn1+XB6nMRjcdxFbk0MOe0UFzux2y10dvZTVubC5bJjS/acjMUSuJxW5s7QqnMf7OyjqsSF02Zlus9uuJB3toX4UfRE43OlxwmNK1jZo/l4xaevGvhiuuutea/WSeBjn9KydD0eZDCouRv0zLfi4iHFI1OruE9lLLk3IE1oHaRUpJRPCSFuy2bbbC1I06SUlx/HmACQUsaEEDcBf0SLL3pYSvmWEOJ7wGYp5frkun8UQuxEq7N0i5SyE+B4LharFtUYRfdSs4nqyhx43HaOtPfRFwiRiCfoi0Q5cWYVnR19OFwOhIB4MvtDWAQH9neRSCSw2W1GQKwl+fSUiCc42tXHtOklxOOS8nJ3slp2nDm1pby1r5NEQtLeE+IfFgwU+vA6LNSVOTjQHeH8WZVsaO4YFFj+DftmOAjrGj9rXDTMmGsZjYYp/OSeU/S5NlI22Mq51Wxu7uJIeTEdgQDRUIhwv9biwS8gGonh7+knFo3R39dPJBRBRsOaeyPcB1Y7wuXFm8xKs9qsVE3zYbNaOKehjG2H+oxK3uky4Y6XtPMn6VJLG1s0xVo/TEQNLp2th/xaoUe3nSNdQSwW7XoUCGihAA6ng6iIGkHbuJyGy8Xm0DJ74/E4NfXVRCIxfKVevF4Hne0BXB4nXq9mJa8uc9MdCDOt3IPPbae7L8I/LzuR/958mKoSl1Hj6PxZlYNaleilJLRmzgMZm6kZnAapc8c0h8THPgXNuxAma9MgUZWGqS6OYFwE0oQihLjU9NHCQCb8iIwokIQQF6OZyK4g6fCRUj5zDOPEtO8zKcu+Y3ovga8nX6n7HlfBPv19iz848IQCHOiOEIlq4qe4xE37+1q6c39/lHg8rhXVs1lxOm309UUpKy+i40ivUQF5em05HW29RsZawB/GV6JdhEpKnJQWuzjS0YfLZaOnL8L0yiKtLUkkTiDZesRpsxpj0dFvrEY2UXL5yp6mgSeflGy0dAHXwzEoVXuSpllPJJnij1K3qSp2sc/lAKsdgkcJxGMkyrWbRCgYQiYkUkpNHPW2a5lFsYj20+bAXeTG4XRQW1dGLJagrqaYqhJX8sZzfG60bEknlIy4IzPpYuNSAryVWB8bfnBRA998Zhd/3dVBeambWDzBkWAf5eVuHA4r3V19lJT7iEbjeEu9SCm1cAEJ0UgUYRGUlnlwu+14PJqn4gO1JUYvypIiBw6bhQqPnbqGoaVUrlyq5ezrYQ2pLUj05bpVUxfw+jVbs3SarmmZam+ZY9uad2kuOPN6nTRxm2quTXouMb2PAfvRsudHJBsLUiXwF7TgpiqyVF75jt7B+rEdrXT6Q8yo8BAKRenri+JwOvAWu+np7jMsRIl4gkCvJl56YnGt1kwsTllVKZFIAleRK1lFO4rLrVmcKircxvlOmOblSFeQuTU+Xt3TySm1JdSVOegKxmnpDFJRYTc+l3usg9LD9RvsVt8FgGaJMG5GGQTNIAFl2m6QcEqtKDurQVmTxphsXFn1Pg8VPhelpS6iJ1ZzZF8IEjHC/WFCfSGklFpmmhAD2WkANgee0lJsDhveEi/19aX8w4JpvO+PGnFGx9I5fbSkivJBhSSTldozWotS6nCpeTd2bNrXw4ZmrW7RP55azVuH/Xjddsq8Ttq6+ykttTK92kskmjBajUQiMRwOGxaL0OqyWS3MrdF6uV08r9LoRGBuJ5IqetJlQqa+N5Nuebp5m9YdZnbbmkSS0WEA0ouoDMHaU23+CTH5g7SllNcf674jCiQp5aNCiIt0q5EQYsTiSvmO+Yl+us9OOBantStIIiHp7wthtVnp7tAyIaSUyIQ04oyi4SiJRAK3143H5yEeS+B0WkkkNAuQx2OnrExrUOvxOEgkJC67laoSFz63nb3tfdRP89IZjFJX5qDcY6XC52Ll3GrWvdM2JO06G9L5040/9OGyNpZ+SJmY84QVs0rYsb+LYDCZRZSIE49EtIDZREwTRab6MhablUSoH0+xhyKvC5fLRv00Lw2VHs6fNTRlfzwYbTyHiv8YHwIRzToeS0jqy1w0t/mZNd1HTbETr9PKy7s7tZZJHju+Ck2sd/pD+PujVJUMXJvMD2tmblw2c9y+S7qkgEHZkcnrnUjGJhnxRykuudFa2iczU8DFVovWL/ZDaAael4GvSCkPjrRvti62K5IqU6AFVa8/ngFPJKmNP8s9VkC7aFgsgpknVdDTEyISimB32pNtRxJ4ilz0+fvxlhQRi8VJJAugRcIR3B47VqvAatWDu2N4PA6CwQgOh42SIgdOm5WIPYEDLavEH4oaDRsrPUFDHOlPfOZCfelq1Iz2SUddCCaGTF3KzZx+Ugns01wXPT0hzc0G0Nuu1ZpJxLUMolg4KZBsJBJWnMXFTKsuRgg49eRKLp5XmXaujCdDbmAjxBmlm8dT7Sk+V+hzoMUfpKm5h9IiB7vbg8ydUYrXYWFvex+Laos5sbKI1q4gPred5SeXsu1QH8tPLuVAd4SVc6sBjJ/jPa9GZVk0iyRzFptuxdS3ISWrUrnaJjuPAP8NfDr5+arksvNH2jFbF1s/mnstDtx5bGOcONIFZuvLW/xBllR7CITjvHmwhwOHe7FaLXhLigiHItjsNuKxOD1dftxet5alZrUQi2j9hkrKihCCZAsSzYo0rcxDIBRl3sxyItE4DpsFf0jLz3fYLEYrh4ZKj2Etqp+rvTdnO9X7PGk7uadepFLT8+NNTwyK4ziWeCTF8ZNuzmVCn4uRWIL3D3UT9AeJyIRmNXJ5tDo0dhe+ygqjbYO3xMvJdaWc01BGVzBuHCdfSDuf9BtVZzvxza9g/fq9aeeculkdH+b6Wxt2d3H+nHIjU2y6z65dZ+ZqGZb1ZS6tpEiSzy7WY4m0zxM5p0aaB9YVlw1O2V+R5no3qyFtVqV1xWVpS5xMNSa5hw2gSkr5iOnzaiHEV7PZMSsXG/CoEGIuWnPaM4QQEq1+0Xop5dvHMuLxJpNI0rPbApEENqtF64UWiRMORUjEtaaz8VicknIfgd5gso2IBYfLgdVmJRKJ4/NpndATCUl9TTH+/ihel51INE59hYe6Mgd/b/Ezp0oTYh3BMA2V6c3V5vEeL5lSWQcV7QOjL9Zw208GRmqULISoR0sCqAK6gKt0M6wQ4sfAxWhZEBvQTLRjFo+3aV+P1v6m2ElxmZdIKELEWaQFYguBxVuKy+3S3LtFbhwuB1VVHvrDMSOwP+ep+ymM5uk+tdp2/KdfHnQMRe7QxVFXMM78apeRnKI/kJkzxcwPZaMR+PnAcKEG8WG2n8oIwDL5FVKHEOIqBtqSXQF0ZrNjtnWQbk0e9HHgteTiWuA3QojHU280hcSmfT1saevGH4pSUuTAYhGUlrrp7QkZKfuaKy2Gt9hDsC9EcYmLvr4oTqdW48hqFXi9LgBsFkEsnqArFKO6TAvS/nuLH4fNQiAcx+u0Jp/2jZ55hlBa2dMEPQN/1KkWo0yiaaSsn9QLge76MIRSyjaT8cKRTaNk4G60pqGPCiHOBe4CrhZCfBDNf603K3sZ+AgjVDXOJMozcf6sSra0dSMEuL1uLFYL4f4w0YjW389qt1JZXUo0mqCszMW0cg+n1JYY7g+9jMV4c0zzRTUNzTnmB7Al1WVG/76OYHjIw9lwxUzzlUxFSs0Pfxn7/aVk/qokgUnNPwP3AfegxSD9lWStsZHItg7SZ4EFyerWBkKInwJvAQUhkNL9wWsuNi0V+rEdrcyaUUJ3IIw92Tet92iQeCyetBbFcLoc9PfHKCrS2oX090ex2SzMqPDg749SX+Ex/PctnUEWz/DRUeZIm2qdzn2WLeY/6NQ/8OFca0M6sCeF0hQgm0bJ84GvJd+/gFa0FLQ/KhdaJqdAK/KXUvI3PfrT+Uj1h8xz4auf+ACrX2qhoyNIT2cvpVWlRo2t0lIXJ1b7mF1VxOIZvgmNOco0zzL19juWY06RuTnm6MVxU0WSOQFEtxblojbWeHFM4nyK1N/KlnHoxTahlbSBO4BrpZTdAEKIcrSH4X8eacdsBVICOAFoSVlek1yX9wwXLKvXRZpf7WL/ET9elx2Hw4LdbqW41IPNZqHnaD9CCmw2C1KC1WrB49HSrT0eB+29IWZUFBkZIwBf/dAsrRmpyaRtvmCZn/hPP6kETjr+m8FwN5ZMMUbpLFCT8AaVTaPk14FPobnhVgI+IUSFlPJvQogXgFY0gXRfrlzLeiySx+NgfoOHN3Zq88nrc+B22/EWOZhdVWRYjfR9JoqxrFmUjRV0Es3HcUG/5pivPekqqWeTTJDPDC5SmuHh8Np/MSzmkzWM4FgYBw/bRFfSXqiLIzAq1J+WzY7ZCqSvAM8LIXYzcJOpA04GbhrNSPMNPQYJoKm5h1NqS9jc3IXbbcfv12I7rFZJcYmLQPKzx2NHSklnZx9ut51EQuItcjCnysNbh/3sRCsfsKG5g4bKgYuS/jOTSBoNmZ600/3RZ3zKMmVwTIGLRTbNjm8G7hNCXAc0obXDiQkhTgbmobmVATYIIVZIKQeVM0/XKPlY4oJ2dQSpKXPjddvpqi2m2OvE57az58BR5s4oHSTC85lM8yjtfGzeZQTMptbuUoyeTft6Bl1nzFajycRoLI7mzLU4T6QtUjrVEEJMhRgkixCiLMWClJX2yVYg9aL1RDsD7UlckIzjkFKmi3/LOzKJELNry+uw0NIZZFa1j15/GKtVmziJhMTlslNRqbnUiors2GxWHHYLNquFEyuLiMQSvH6wl0W1xUbgo/liZH6SG2lM6dYPl8GmZ61lIl0T2nRprub1k1AkjdgoWUp5GLgUQAjhBT4lpexJCp9XpZSB5LpngbPQRJR5/4yNkkfDN8+bzaZ9Pax7p43FJ1fhdVho7Q2zdN60cS0AmQ0jzZN0xUr1OZvx5pbmhjUJ5+O4saWte8RaRfkyn46XITFH6aq4J9P+0wlw1U1gUvLvwF+FEGvRHor/D1lm42frfrwW2Ax8FfABL0spXy0UcZQti2f4qK/wcLRPq19UXOyktFQLvna7bcRiCex2K4mElrEGUF06UC27umTg/a6OoBEUCZolYUhfoSSb9vUcV8bIcE/qw8aBzGoYXHp/mE7rkwCjUbIQwoHWKHlQPS8hRKUQQv+buJ2BtjYHgI8IIWxCCDtagHZWLrZj/b89/SStabHXoQ3nC2fUcf6cclr8wYK9menzcUjFbVBxIWOMPkfM16DJTEYBbb6mmaq661m7qXNyKqJV087da6KRUq5BC51oA9qBS6WUj2Wzb1YWJCnljQDJVP8L0eoIlKAFsj4HvFKoYknPNNLTYOvKHLT2hgmFovT2honHJcXFTkKhGB6PncpSN129Ifz+MF6Pl5YjAf5hwTRaukMAycKTQ/uotbyu/TS79EY7zuEYzRP2cBeDTAG35nWF+DSfZaPks4G7kmUsmhhoILoWOBd4A+0J5LnxCDY8f1YlD249OKitQ0FibgeRwlS+MY0H49WHLx8Ycl1KsUQaLtzhjjEFrUeTvZI2QDJbeeeIG6aQrYtNP8k7wDvAPUIIN3AOWnXKn6J1yM07zGJkJJFx/qxKNjR3UFPsZK/LjstlN9b19oaIRDQNOL2iiNqTi+j0h6iY7uJ9fxSnzcrVC2tY904bMNCbyBwYmYnxsggMG7id4Ql+Mt3AsmiUvBZNDKXuFwc+fyznPJ7/20K1FEGG0hIm0gmmTHW49GWFzETV4DKuO/sGlhXyvNIZVcyRmaRFKd58x6DabwpFOrKtgzSoF5uUcr2Ush/tZvPM8HtPLMNdDMxxPXpHaT2oGqAzGDVK8O8ORZleWUQsIXEnK2Y77NrPFbNK6AiGafEHjdTr4YqtTaQgGunGNdy+ivEnU+PPQiFTosBUqp49ETW4dDqC4YyNZCcj6YTTkAy3NLXfMu072ZkihSKPmSnXiy0d5owPPeV/8Qwff3i7A5vVQiwhWXBSBZ29IcqKHNRXeGjpDFJf4cHrtKZt4lhoVWh1Rso8mkoXD8WxM9p5kqmW1yRhQmpwweR1sWUqS5IVKdbyqd5iSemjzIy2F1sC+EFORzSOpLPy6LFI2w51UVPspKcvQn84BkAgFMPn1txuC07wUe6xUulxDslYS1dB+Vhjj3LFSE/2marUKhTZkq5GUjZVi4dtGVGYQn1CanClXt8mm/VoOCtktkVK07ZhKsw5psgBWfViE0L8RkoZEULMJsseJvnESBcIffn9f9tvKsmvxRbNrfEZrrZT6sqMNOstbQNxRlvaugdZoE6nZJBIyqcLU7oblplsywUoFCORyc2Rjes3m2MWEONeg8t87cmn689YklUjW7JLSinQeXX8iKkRpH2sZBukfacQ4j+A76P1/bsqd0OaOHTBs6S6jHXvtBmxRYFIgopiF/OrXWnTZvUS/vlIpgKQo2lMO2UvHoqcE296Ykin9ZHEVAEyYTW4Jqo/30STaQ5lEkuTNXs3G0Ra/a6A7OsgFaP5zO8i5Q873xmNFce8jd7K4UB3hLaefoLhGDvbQkbn9FRRVO/zsGpRzRBX26Ag2xxdqEbjAhup5ke69VO9Toji+Ik/eocRHJsJo6/gCNsVIONeg2sqiqJUVI2jvKFECPGAEOKSiR7IaMnWgvQiMENKuSPZbqSgGU40pWvy+OnG6cBARsiWtu5BLrZMxxovhnuyGcmlBgyqdDyVsosU40iGljbWFZdBanzRJKtFU4g1uCYbmeKMjMKRo7iGTia0LLacn2aie7EdM9kWivyN6f1/mdcJIa6XUj4y1gMbK/RYoNGYmvWA6nqfB2bA1kN+vE4tpV+3GmXKDin0J7fJfDFQ5B+T3X2hMxE1uKYqI1mMBsuSfLYAACAASURBVIklVQtJxSANQ7YutuH47hgcY1wZLnBRF1N6XaR6n4e6ModRGbve5zHca/kcAJmuzUjGjLVr/wVmNWQ0R2dzLIUiG8wp/KlzarjMSjXfFKNlULmIDG2UzG1vUt9n4xZWTG6yLRS5I9MqoHrshpMbRiNidIuTudijbjX65nmzWft6a8bj51PWWjZP5Nl0W1dB24qx4HjKRqj5dmzkw3VoIshY1yhd81rTPlMVoQohZSTbGKRq4KNAagqXAP46piPKA1LdcuZ4pEwFIfP9YpRtSiyoukdjRaHMjbygedeQ3lkKxVhgXXHZsH3YMsZpToH5OE4xSAVLtgLp94BXSrk9dYUQ4sUxHVGek64IpHldvpNavG+4GJCp/FSlGBsytX7Q52GmwOzJ1ottIpjKAn245JR0BUyHK5A7lVL+FYPJNkj7M8Osu3LshpOfpBNF+kWn0C4+o2klol9I1MXg2Ci0uTHeDKmSnYz3UIGzY4Oaf+kZroDkJG53kx6hWo0Mx1gEaU9KzAHYuqtttNlwx8udd97JggULWLhwIY2Njfz9738H4Oyzz2bp0qXGdps3b+bss88G4MUXX6SkpITTTjuNuXPncvPNN6c9th6IqF8IPvvD+6n5xA2ccsopgy4MTz75JAsWLMBisbB582Zj+f79+3G73TQ2NtLY2MiNN96Yg99AYaPPl0JkrOZeuhtN6o3p+ovOYVpZCYu+dZ+xTN/PuuIy7nntPYQQdHR0ANDd3c3KlStZuHAhZ5xxBm+++WYufgWKCWKsr3sj1n6LJ1j6mdv4+G0/MpZ95jOfYdGiRSxcuJBVq1YRCAQA+NnmQ5x643dZuHAh5513Hi0tLWP51ScEixA5fRUySiClIR9ubH/729/4/e9/z9atW9mxYwd//vOfOfHEgWK8R44c4dlnn0277/Lly9m2bRvbtm3j97//Pa+88sqI57v+tu/y3PMvDFl+yimn8OTtn2X5orlD1s2ePZvt27ezfft27r///lF8u4lBCHGBEOJdIcQeIcRtadbXCyGeF0LsEEK8KISoNa2rE0L8SQjxthBipxBi5niOfTzJxdzLVF/LuuIyrrnwI/zhJ7dDaZXhatNvavvX/pw//fYx6urqjP1+8IMf0NjYyI4dO1izZg1f+cpXxvLrKyaQXF73Mrlt7137LPNOX4YoP8FYfs899/D666+zY8cO6urquO8+TbyfdtppbN68mR07drBq1SpuvfXWMfvuE4Eeg5TLVyGjBFIWpLrT0omnsRZVra2tVFZW4nQ6AaisrOSEE04w1t9yyy18//vfH/YYuoXnvQ1PZrw46DeiD9FKyV9+ZSzTmTdvHh+oO4FCRwhhBX4OXIjWOf0KIcT8lM3uBtZIKRcC30OrHK+zBviJlHIeWnf2IyOdM5/LQAzHWM69Q4cODVmXalVasWge5b4iYOjT/v+9bw0/vPGfBmXa7Ny5k/POOw+AuXPnsn//ftrasm5wr8hjcj33UtP5Dx7p5JlXt3L9GbORXQNNIoqLiwGQUtLf32/Mv3POOQePR0vUOeusszh48OBxfFtFvjPuAimLp/jrhBDtQojtyddnTet+LIR4K/kUf6/IIj/xWITLcDe2TOvG+mb4j//4j7z33ns0NDTwhS98gZdeemnQ+mXLluF0OnnhhaFWH53u7m52797N2TfehnXFZWzevJnPflb7daaraGxd9eUhx9DdcKJk2pB1zc3NnHbaaXzkIx9h48aNx/pVx4szgD1Syn1SygjwOFr7HDPzgeeT71/Q1yeFlE1KuQFAShmQUuZn870xYCzn3ooVWirQNs9sY+6lYl1xGdYzLxmy7A9H3dQuOovF/zz4KX3RokX87ne/A+C1116jpaVF3agmCbmYe5vf2csNP/5/aWOKvn7fo/zkgUexN56HKD9h0DbXX3890yvKePvVJr70pS8N2fehhx7iwgsvPNavmjcIkdtXITOuAinLp3iAJ6SUjcnXg8l9Pwh8CFgInAKcjtaXaFwYb5eb1+tly5YtPPDAA1RVVXHZZZexevXqQdt8+9vfTvs0tXHjRhYuXMj06dP52Mc+RtWul4g3PcHSpUv5f9ecP2jbTNlrIwUo1tTUcODAAbZt28ZPf/pTrrzySnp7e0f/RcePGcB7ps8Hk8vMvA58Kvl+JeATQlQADcBRIcTvhBDbhBA/Sc7lSclYzr3p07U2PUuXLuXBBx8Eho8J0eed/09ruPPOO/ne9743ZJvbbruN7u5uGhsb+c///E9OO+00bLZsE3IV+Uwu5t6ZN3yTh37/F2Dwte3Z3iKq5y9hyZIlAMiuw4Pm5SOPPMJ7//NL5tXP4IknBs/XX/3qV2zevJlbbrllzL77xCCw5PhVyIy3BSmbp/hMSMAFOAAnYAdGtKsP5xbLd6xWK2effTbf/e53ue+++/if//mfQevPPfdcQqEQr7766qDly5cvZ8eOHbzxxhv88pe/ZPvu/SOeK970BPG198LR9iHVY+NNTyB7jgxs1/QETqeTiooKAJYsWcLs2bPZtSt9tdo8Id1fqkz5fDNaY9BtaOL7EBBDy/Zcnlx/OnAScN2QEwhxgxBisxBic3t7+xgOffwZs7m3ffugpqHDVmQP9hif9x5qo7m5mUVzT2ZmTRUHDx5k8eLFvP/++xQXF/PII4+wfft21qxZQ3t7O7NmzcrdL0Mxrozl3EvFPA83Pv4g69c+wcyaKi6//HJe2PoW13z/vkHbO865gsu/9q1BY/jzn//MnXfeyfr16w1XoGJyMt4CKZuneIBPJQNl1wohTgSQUv4Nze3Rmnz9UUo5pKv1ZLlJvfvuu+zePdAXePv27dTX1w/Z7lvf+hY//vGP0x6joaGB22+/nbv/vN14akqXUWTcpE6cBQ6H0XZkOEtSe3s78XgcgH379rF7925OOumkUX/PceQgcKLpcy1w2LyBlPKwlPJSKeVpwLeSy3qS+25LCvsY8BSwOPUEUsoHpJRLpZRLq6qqcvU9cs5Yzr0f/ehHGefQkPnlKTGWNV5/C0eOHGF/azv7W9upra1l69atTJ8+naNHjxKJRAB48MEHWbFihREzoihsxnrupWKecz+44Qpa1v6CvU/cx+OPP845ixew5ts3IaVkz549gBaD9PTTTzN3rpaksm3bNj7/+c+zfv16pk0bGnZQaAiUi204xlsgZfMU/zQwMxko+2fgUQAhxMnAPLQb2wzgXCHEkFqn6W5ShRgsGwgEuPbaa5k/fz4LFy5k586d/Nu//duQ7S666CKGuxnfeOONNDU10dzcPCgGKZWrfvkUH/7qD3j3vfepX/UFHv6DZpJet24d9Vf+X17duZeLL76Yi+58GOuKy2hqamLhwoUsWrSIVatWcf/991NeXj4m3z1HbALmCCFmCSEcwOXAevMGQohKIYT+N3E78LBp3zIhhP6LPhfYOQ5jnhByMfe2eWbz+TUb0oqlK664gmXLlvHuu+9SW1vLQw89NOz43n77bRYsWMDcuXN59tln+dnPfjbq76jIT8Z07v35j+x54j+HXPdGqrEVe+lxrr32Wk49sZpTT5xOa2sr3/mO1lf4lltuIRAI8OlPf5rGxkY+/vGPH9sXzRdynMFW6FlsQspUfZLDkwmxDPg3KeVHk59vB5BS3pVheyvQJaUsEULcAriklHck130HCEkp0z9GAEuXLpXm2j2KAYarVDxSL7aJRAixRUq5dOQt0+57EfAfgBV4WEp5pxDie8BmKeV6IcQqtMw1CTQBX5RShpP7ng/8O5rI3wLckHQTp0XNveExF+QbLh4p3XYTNSePZ+6NJ0uXLpW//K2Wa1BoD4ZjSab5ku7aZ4QVmHu1JRvcplZ5nwhyNffq5y2Utz+8fuQNj4P/74Oz9qB5f56WUj6d05ONMeMd2Wg8xaPFd1wODKrELYSokVLqHWE/DuhutAPA54QQd6HdpD6CdrNTjIKRxE8+i6PjRUr5DPBMyrLvmN6vBdZm2HcDWoKAYgxJN9/MadiTBSHEBcDP0MT5g1LKH6asr0ezWFYBXcBVUsqDyXV1wINoLmIJXCSl3D/c+aayMNIZ7vpmFtypc9D4nKGx7WRjHIo59kgpb8j1SXLBuAokKWVMCHET8EcGnuLfMj/FA18WQnwcLTi2i4Fg2LVoro030C4SzxWaGp1IVAd1xUSQ6Sl+NBahTPFzhYIpe/d8tHi2TUKI9VJKs5tWr8H1qBDiXDRL5tXJdWuAO6WUG4QQXiAxjsMveNL1XoOUOZgHVqKJQI9BUqRn3HNjs3iKvx0t/iN1vzjw+ZwPcJKT7c0olYl2bygmH8PNpUnWINTI3gUQQujZu2aBNB/4WvL9C2iJAGlrcGVzwqncqHY4hptDk2CeKcYYVUm7gHn44Yc59dRTWbhwIaeccgr/+7//C8B1113HjBkzCIfDAHR0dDD7mm9gXXHZoB5q8+fP55prriEajQ45dmoK9nf+uIOZ/3QzXq930Hb3338/p556Ko2NjXz4wx9m507tmt/Z2ck555yD1+vlpptuytWvQDFBZDv3uuefx+xrvgGQ1dxLZ+nMNPe+9rWvGb0AGxoaKC0tNdbdeuutLFiwgHnz5vHlL3+Z8Yy1TIOqwTWGjOa6N3PmzMHXvTkzmT+z1ph7I9V8O/vss/nABz5gzLMjR7RyJ01NTSxevBibzcbatQNe+e3bt7Ns2TKjl1xq/aR8RPViy4wSSAXKwYMHufPOO3n55ZfZsWMHr776KgsXDoTIWK1WHn744bT76j3U3njjDd57cyuPf+/rGc+jC6VLLrmE1157bcj6K6+8kjfeeIPt27dz66238vWva8dyuVzccccd3H333cf5TRX5xljNvYMHD/Lb3/52xPNlmnv33HOP0QvwS1/6EpdeeikAf/3rX3nllVfYsWMHb775Jps2bRpSkXmcGfcaXIWYuZsNxzv3tjz0I7Y/8pMhc28469Gvf/1rY57pqf11dXWsXr2aK68cFEKLx+NhzZo1vPXWWzz33HN89atf5ejRo8f9vXOJSvPPjBJIecqPf/xj7r33XkB7Uj733HMBeP7557nqqqs4cuQIPp/PeKr2er2DiuV99atf5Z577iEWi2U8h9Vq5fR5sznU3pW2urH5YnHWWWcxbXcTJAYfz1x/pq+vz+hZVFRUxIc//GFcLtexfH3FBDIec49X1rK0xjekX1a6G9RZZ51FTU3NsGP+zW9+wxVXXAGAEIJQKEQkEiEcDhONRqmurh75i+cOVYMrS8Z87oX7tGvb35+GoOZ2tFotLK3x8d7GQZEewNBebXqB3FRmzpzJwoULsVgG30IbGhqYM2cOACeccALTpk2jkOvxTXWUQMpTVqxYYfQ327x5M4FAgGg0yssvv8zy5ctZtGgR1dXVzJo1i+uvv56nnx4cr15XV8eHP/xhHnvssYznCIVCbDrcy0Vf0NxvbScv56KLLgKGBsYagY4W2xAh9fOf/5zZs2dz6623Ghc3ReEyHnMvesYn2HS4lwsuuACAw4cPG3NvtLS0tNDc3GzcTJctW8Y555xDTU0NNTU1fPSjH2XevHnHdOwxQtXgypIxn3vOoiG9/kLhiHHdA23uXfLDR4dc8/QelNdffz2NjY3ccccdo3LVvvbaa0QiEWbPnn3Mv49cI9BEQC5fhUyhj3/SsmTJErZs2YLf78fpdLJs2TI2b97Mxo0bWb58OVarleeee461a9fS0NDA1772tSEF1b75zW/yk5/8hERicNLL3r17aWxspKKigrq6OsNEfcIJJ/DMM88M2ysrHV/84hfZu3cvP/rRj0bstK3IfyZq7j1927UZM4500s3Lxx9/nFWrVmG1aqE5e/bs4e233+bgwYMcOnSIv/zlLzQ1NR3nb+XYSVp+9Ozdt4Hf6tm7yYxdgLOBd4UQu4Bq4M7kvnE099rzQog30O5p/zXOX2HcyOnca+1gyZfvYtonb0x73dMxz7Ff//rXvPHGG2zcuJGNGzcOK/rNtLa2cvXVV/PII48MsTLlFUKzuObyVcjk8f/c1MZutzNz5kweeeQRPvjBD7J8+XJeeOEF9u7dazwNCyE444wzuP3223n88ceH9Cw6+eSTaWxsHBLnoceBvPurf+fVV19l/frhC4WlBjJmuoFdfvnlPPXUU8fydRV5xHjMvT179ow494b0cEukd9k9/vjjhnsNtOrvZ511Fl6vF6/Xy4UXXjikb9d4I6V8RkrZIKWcLaXUxc93kqVNkFKulVLOSW7zWb1AaXLdBinlQinlqVLK64YrUFrojOXce/wH34Bwn7F80HXvhQ08ddctGfsEgjb/pu99GQDPtme4fMnstLFwqfT29nLxxRfz/e9/n7POOut4fyU5R+T4VcgogZTHrFixgrvvvpsVK1awfPly7r//fhobGxFCcPjwYbZu3WpsO1zPokyB0jUVZfzwhz/krrsGFzIfTZqruW/SH/7wB8P/rihscj73amqMuaffnLIR4qnL3n33Xbq7u1m2bJmxrK6ujpdeeolYLEY0GuWll16aaBebYhSM1dz76RO/T3v82pU38oMbruCHv/pfY1nq3Is3PUEsFqd7/nkAJJZdyjO72znllFOGHXskEmHlypVcc801fPrTnx7V91bkH0og5THLly+ntbWVZcuWUV1djcvlYvny5QBEo1Fuvvlm5s6dS2NjI0888UTanlQLFixg8eIhMZ2AdlH45Cc/STAYZOPGjRw+fJgLzzotrRvj1ltvpba2lmAwSG1trWHWvu+++1iwYAGNjY389Kc/5dFHHzX2mTlzJl//+tdZvXo1tbW1RgkARf6T67kHDMy919/mcEdXxhikb/zy19Rf+X8JhiKD5h5owdmXX375IFP+qlWrmD17NqeeeiqLFi1i0aJFXHLJJWmOrMhHxmzuLVsOzqK057j0W3fTb3PzV3HCkNhLXSiFo1E++qEzWDi7nsbGRmbMmMHnPvc5ADZt2kRtbS1PPvkkn//851mwYAEAv/3tb2lqamL16tVGaYDt27eP+e9orBCoNP/hGNdebOON6oeVPcNlsOUThdQPS8297CmEIn1q7k1+UmPg8mVe5mrunTR/obzjsaHZfGPJVUtPLIi/m3SMeyVtRX6T7YUgXy4cisnFSEHaCkWuSGc5V3NxaqNcbApg5AvBaDPbFIrhGM5iOdI8U3NRcTyo+TMYVSgyM8qCpDgm1JOVYqwZ1Ek9DeqmpsglU/OaVvip+LlEWZCmMJmepIarqq1uUoqxIN3NKNu5NVL/LIViOIabP+r6pjAzqYO0hRB+4N2JHsdxUAl0TPQgjoNcjL9eSpn3vRTU3Jtw1NwrXNTcG0pO5t7s+YvkD36d2yDtyxfXqiDtPOXdQv2PARBCbFbjL1jU3JtACn38x4maexNIoY1fudgyo1xsCoVCoVAoFClMdguSQqFQKBSKDCj7UWYmu0B6YKIHcJyo8Rcuhf7d1fgLl0L/7mr844VQLrbhmNRB2gqFQqFQKNIze8Ei+aP/fi6n5/h04wl7gBeAp6WUT+f0ZGPMZLcgKRQKhUKhSINgXAKRe6SUN+T+NGOPEkgKhUKhUExRlIstM0ogKRQKhUIxRVHyKDMqzV+hUCgUCoUiBWVBUigUCoViiqI8bJlRAkmhUCgUiimIFqStFFImlItNoVAoFAqFIgVlQVIoFAqFYoqiXGyZUQJJoVAoFIopiUAoF1tGlItNoVAoFAqFIoVJbUGqrKyUM2fOHLK8Lxw33hc5reM4IsXxsmXLlg4pZdVEj2MkMs09ReGi5p5iosjl3FMutsxMaoE0c+ZMNm/ePGT5pn09xvvTTyoZ8lmRvwghWiZ6DNmQae4pChc19xQTRa7mnspiG55JLZBSMQsh87LRiCL9GEpIKRQKhUIxeZkyMUip4qjFH0y7TToRpSh8hBAPCyGOCCHezLBeCCHuFULsEULsEEIsTllfLIQ4JIS4b3xGrFAoFDlGaC62XL4KmSkjkNLR4g8aLrZshdHpJ5Uo61Fhshq4YJj1FwJzkq8bgF+mrL8DeCknI1NMapQ4V+QzSiBlZsoIpFRhU+/zUO/zpLUsrX29FVAWpcmElLIJ6Bpmk08Aa6TGq0CpEKIGQAixBKgG/pT7kSomIatR4lyhKDimjECC7NxsZpS1aEoxA3jP9PkgMEMIYQH+HbhlQkalKHiUOFfkMyLH/wqZKRWknUq9zzNk2apFNRMwEkUekO4vWQJfAJ6RUr4nRrAXCyFuQLMAUFdXN+YDVExaMonzNjRxfjVw3kQMTDG5EYClsDVMThl3C5IQ4gIhxLtJf/ttadbXCyGeT/riXxRC1JrW1Qkh/iSEeFsIsVMIMXO059/S1j3oc4s/OMiSlGplMrvZ9PfK7TYpOQicaPpcCxwGlgE3CSH2A3cD1wghfpjuAFLKB6SUS6WUS6uq8r5cjiJ/GFGcj3gAIW4QQmwWQmxub28f8wEqFFORcRVIQggr8HM0n/t84AohxPyUze5GMzcvBL4H3GVatwb4iZRyHnAGcGSkc44kZvRYJDN6DBIoN9sUYj2a+BFCiLOAHillq5Tyn6SUdVLKmcDNaHNziLBXKI4DJc4VE4ZysWVmvF1sZwB7pJT7AIQQj6P533eatpkPfC35/gXgqeS28wGblHIDgJQyMNqTm8VOJuGkW5PS1TtKLSo5WuJNTwBgXXHZMR9DcWwIIX4DnA1UCiEOAv8K2AGklPcDzwAXAXuAIHD9xIxUMQVZjyaEHgfOJCnOgX/SNxBCXAcsVeJcMdYUeqZZLhlvgZTO135myjavA58CfgasBHxCiAqgATgqhPgdMAv4M3CblDJu3jldHMhwoqbFHxxkQUoXlzTSMRT5j5TyihHWS+CLI2yzGi0jSaHIGiXOFflMoVt5csl4C6RMvnYzNwP3JZ+YmoBDQAxtrMuB04ADwBPAdcBDgw4m5QPAAwBLly41jp1q/dGFUSZBlInjcbcpy5FCMfVQ4lyhKEzGWyBl8rUbSCkPA5cCCCG8wKeklD3JJ69tJvfcU8BZpAikVNIJGt2NtqWtm0qPMyuRlK0wGm3rEoVCoVAoJgKVxTY8453FtgmYI4SYJYRwAJej+d8NhBCVydozALcDD5v2LRNC6BGI5zI4dmn4E+/rMTLYzJajep8nbT0kcyxStu611Gw3GIg7UigUCoUiv8h1iHZhq69xtSBJKWNCiJuAPwJW4GEp5VtCiO8Bm6WU69F89XcJISSai+2LyX3jQoibgeeFVpBmC/Bf2Z779JNKDNHT4g/SEQyzpLps0DKdkVxvIzWsNS9XbjWFQqFQKAqPcS8UKaV8Bi0o0bzsO6b3a4G1GfbdACwczfnM1p9dHUF2dQRpqPSwpLqMde+0sXiGD4COYBiAJdVlQOaMteGsScq1plAoFIqCYRL0S8slU6qS9vmzKgdZjOrKHMBA5lpHMMyWtm6WVJcZtZB04ZSJkaxJCoVCoVDkK0ofZWbS92JLFS6p7rN6n4d177RR7/MY1iN9+XDiyGxhUuJIoVAoFIrJxZSwIOliRs9a04VPVzDOunfaqCtzGJalSo9z0L5m0aQfS6FQKBSKQkfLYlM2pExMCYGkW3p08dMV1GpLlnusg9xuqYHZqeII4P6/7QfgxmUzj1ssxZueUEHcCoVCoZgwlDzKzKQXSKlB2qDFIm1o7gAwfgbCcZihxRzpQmrVohrjGLoVKp1oMp8nnWhSLUYUCoVCoSgsJr1AMtNQqVmIHtvRyopZJTQ19zC/2sWB7giAkfqvowdq1/s8o241kk18khJMCoVCoZhQCsyEJIQoAn4BRIAXpZS/ztW5pkSQtl4DaeshPwBXL6yhIxhmfrWLbYf6aO0Ns3iGz6iLtKWt2ygqmQlzUch40xO0+IMZxZB1xWVKDCkUCoUi78iHQpFCiIeFEEeEEG+mLL9ACPGuEGKPEEJv1HwpsFZK+Tng42P72xjMpLcgmS0/i2f42NURZMPuLpw2K1cv1FxolR5n0po0kLVmDtZObWib7tippIql4dxsygWnUCgUiinMauA+YI2+QAhhBX4OnI/WpmyTEGI9WouyN5Kbxckhk14g6bFDeuZaQ6WHco+VSo+TDc0d7G4PUlMcYX61i65gnIbKgfR+c8ySLpLSBXRvrb2AVUlBlOpa0wOxlfhRKBQKRb6RD0lsUsomIcTMlMVnAHtM/VcfBz6BJpZqge3k2AuW9cGFxokjb5mfVHqchqVoZ1uIDbu7CITjRKJxApEE2w71EQjH2XrIz5LqMup9HkNMmd1tujBKtRClWpNS+7EN15NNCajck8mEa1ovhBD3Jk25O4QQi5PLG4UQfxNCvJVcrv6jFArFpEHk+AVUCiE2m143ZDm0GcB7ps8Hk8t+B3xKCPFL4Olj+c7ZkrUFSUophRBPAUtyOJ4xxyxcOoJhpvvsNFR62NURpKU7BMB0n52W7rjhgjPXS9KDtlv8wUH92kbbhiQXKNfcqFhNigk3hQuBOcnXmcAvkz+DwDVSyt1CiBOALUKIP0opj+Z+yIrJgBDiYeBjwBEp5Slp1gvgZ8BFaPPtOinlViFEI9o8LEZzJdwppVTdrxVjS+4tSB1SyqXHsF+6kUkpZR9w/XGOKStG62J7VQhxupRyU05GkwN0F5vegw3C7OoI8tZhP8tPLjUy2Jw2K394u4M5VR4OdEfY2RbC67BQ6Qkaqf/p4pD0MgHfPG922sy1+EHtp1nEjJWwUcIoezKYcM18AlgjpZRo87xUCFEjpdxlOsZhIcQRoApQAkmRLatR4lyhGC0HAbPXqhY4PJ4DGK1AOge4UQixH+hDU3hSSjmqBrLjiZ6qf/6sSh7b0cp0n51AOM7KhdU8uf19SoscdAajtPeEmFvj431/FMDYLlUU6e42XTCdP6tyyDnNlqTTlYgpFDKZc1v1BUKIMwAHsDfdAZKm4xsA6urqANWrT6HEuSJ/0dxgeRCEAKphyQAAIABJREFUlJ5NwBwhxCzgEHA5cOV4DmC0AunCnIxinPA6LJR7rLzvj7JuRxs2i6C5zU+Z10lViYtAJEGnP4TDbgVgfrVr0P4t/qAhjMzuNhhcMykVs8VIucXylrTmXGOlEDXAY8C1UspEugNIKR8AHgBYunSpTLeNQpEGJc4VE4PIjyBtIcRvgLPR4pUOAv8qpXxICHET8EfACjwspXxrPMc12gjwA8BytJtEC9oNpHrMRzWGrFpUY4iWQCTBxj1H8TosxBKS9t4QNquF0iIHoAmi7r4IF8+rZLrPbrjfUhvcmtEtSpnWmzEHao8UuK0YdzKac4UQxcAfgG9LKV8dzUH1OlwKxTBkK86vH06cSymXSimXVlVVAWruKQoHKeUVUsoaKaVdSlkrpXwoufwZKWWDlHK2lPLO8R7XaAXSL4BlwBXJz360OgVZk6Hwk3l9vRDi+WTG0ItCiNqU9cVCiENCiPuyOZ/+FNXiDxKOxfG67XQGo/j7o0SiCYKhGK/v6aC5zc+fdnbic9tpatb20ZvYbmnrNixGHcEwD249aBxfLy6ZalEynz/VWjTW1iMltMaE9cA1yWy2s4AeKWWrEMIBrENzgTw5sUNUTFJyIs4VimwYhyy2EiHEA0KIS8bpK40Zo3WxnSmlXCyE2AYgpexO3kCyIlPhJynlTtNmd6PdjB4VQpwL3AVcbVp/B/DSKMcNQIXHjtdp5eXdnVSXugmGY3icNoLhGP7+KHNrfAC80+pnxawT2NURZGebJpam++JG1ttpM4oABomm1CDuxQef09407yK+EZjVAAyIo+FE0mhcckocZUc6Ey5gB5BS3g88g5ZFtActOFbPkvg/wAqgQghxXXLZdVLK7aM5/9rXW43efgpFCuuBm5J1Xs5EiXPFeJJ7F1uPlDLb1P68YrQCKZoUORJACFEFpDX5ZiBT4SezQJoPfC35/gXgKX2FEGIJmkvvOSCrtMHTTyph7eut1Ps8rOtsI5aQuOxWHDYLF8+bzrodbURj2ldo7Q3T/L6fYo+dJ7e/T3WJWxtQtYudbSHOn1MOQFNzD9N9cco9VqMMgFkctfiDLNY/zGpga+0FnH5SieZWe/QOQyzppLMwZSt8VCxTdkgprxhhvQS+mGb5r4Bf5WpcisnPRItzhUJxbIxWIN2L9kRTLYS4E1gFfHsU+6cLRjwzZZvXgU+h1QVZCfiEEBVAN/DvaNak80Yz6Hqfx0jHn11VxDutftp7Qqz5+0E6jvaTSEgcDhuxeILqMk0UlRY56PSHWH5yKX/a2UltRZFRO+n8OeVGtW29wrZeO2llT9OAOEqy+OBzWrp/8y4yoVfcTl02WtIdRzFx6C7ebGLUFJOTiRbnynqpyEz2/dKmIqMSSFLKXwshtjAgUD4ppXx7FIcYNhgxyc3Afcknpia09L4Y8AXgGSnle2KYsPvUbI5N+3oGAqkrPLR0BikpchCJxmntjuAtcuCyWwmEYpR5nZQWOWhu81Na5GDBCT62HeqjqsRFOBYH7Jw/pzxpQRooOKmLJf1nRlLcbDA4WDvbDDezcFJiKH9JV10dVFaRYnwY78K1isIkH7LY8pWsgrSFEF/XX2imYGfydWFyWbaMWPhJSnlYSnmplPI04FvJZT1oweE3JWsw3Y0WUPvD1BOkZnOcflIJlR4nu9uDbD9wFIfdyrsHunmvvQ+bVXCkvY8Dh3tJJCTdgTDNbX68LjuB/igt3SGcNi3lv8Jj531/lA27uwxxtPWQn0A4zpLqMio9TpZUl7G19gK21l4wMCCz1WjzKwBDBFE6zMJnNEHeSjDlH2ZBpMSRYrxR1kuF4tjI1oLkS/78AHA6WlAhwCVoVp5sGbHwkxCiEuhKprPeDjwMIKX8J9M21wFLpZRDsuBS0eOPzqz38ae+CG1H+/lAXRlv7+8iFotTWuomEAgTDEYIWQQ2mwWvy05rdz/e/ig2q4XaiiI6g1EqPHbCsThvHdaEUSCSYLrPzrp32lg8wzfSUEYkXbXtbLZV5CfpxFDqU70STIpcoKyXimwwZZrlkhIhxAPA01LKnPZOG2uyEkhSyu8CCCH+BCyWUvqTn/8NyDq7QkoZS1f4SQjxPWCzlHI9WjDjXUIIiSa+hvjmR0uLP8i2Q33UVhTxzqGjdPaGsFgEkUicREJisQg8Hgd+f5jyUjeH2wPYbBZiDitup2ZkO9oXIdAfpcLnImJP4HVqlqVyj5WGSg8dwTArezStOMiCNKthwIpUUWW8jzNUAKWLH0onhFJdcSruKH8Zyc2hblyKXKK3WlIoMqKy2DIy2iDtOiBi+hwBZo7mAFLKZ9CyNszLvmN6vxZYO8IxVqP1NxoR3bx8/hzt8/4jfnqDUSwWgcNhJRiMYrVaCIWixOMJjvZqqfwzqrz4+7W2I209/Xic2q/qYGcfsXiCmmInK+dW84vXDjCnKg7Af3nO1NL90w3ELJT0LLbmXUPe62InkzXJXCZAVeXOb8ziR92kFOOJPueGa6ptnpdKoCsUQxmtQHoMeE0IsQ4tuHol8OiYj2oMafFrQdQb9xylwuciEIqxcGY5m3cdwe8PU1FRhN+vBVd7PHYAykvd9IdjhCJxqkvdtB3tx2YR9EfidPnDzKjQRNeG5g7OrPdR6XGy9ZCfco+VjmCYjmB4IJNNF0XmWKS/PAvnpunaYrIupcYgZRJJMNQdpwRTfpGNONq0r8e4SambluJ4ySTOM71XTF1UFltmshZIQksdWwM8i9ZuBLTS99tyMbCxot6nZZp53Xam++zscVg52NkHgBCCrq4gdrsVm81CKBQjEokTDsdxu23YbFbajvYTiyfo7otQXaqVADjUqRWIdNitXDyvko5gmNbeMHVlDqMu0jr/CgBWzkoORLcW6ULJJJKsKy4zRJEq/Dh5SBU8Lf4guzqCaRscKxQKxUSgstgyk7VAklJKIcRTUsolwNYcjmnM0RrUWnl1bxeBYBRfhR2Xy87Ro6FkDSQrvb1hSkvduFwJenpCFBU5SCS0CgShcByIE4sncNmtVJe58fdHcSckTc09XL1woMaIXkF7kAUp1aWmf9az2kxjzSbFP9W9pixG+cumfT1GrSzQ5uKG5g4aKodmFrW8rlk7dZGdaklSliVFtqTOmVT00id6q6TTGeoGVvNMMdUZrYvtVSHE6VLKTTkZTQ5o8Qep9DgJx/roDUapLHHR3hOivT1AJBKnvNxNV1c/JSUu2toCuN02rFYtMDsSiVFWVUQoEqemzE13XwS300Z/OIbPbSeWFFCP7TCabvMvjtMA8DqtlHusfI5dmhBa+qGhg6uoGlJVWyeT20w1uS0czDecLW3ddAXjNFR6WFLtGdS7b1dHkHKPlQPdERbP8LHunTZWzq023MOgblaK0TOcC00X4fo81LN9zax9XbuuqSKTkxtlQMrMaAXSOcCNyVpEfWi/WymlXDjWAxsr6n3azSjQH8XjshEIRQkEwjidmhAKBCJICfF4gpoaHxaL5naLRGJ4PA72HurBZrPQ0ubH4bARisRxObQMtvaeEDaLIJaQlBY5jF5v37BvBuBHwaVpLUZpxVKS+KN3aG9ShNNoRJEK3s4v6n1azSyv08rWQ352OTVBtLMthNdhMTIi68ocbD3kN0TS4hm+QdYkJZIU2WJ268JAEduuYJzzZ1UaVk1dFOnb6aJcn3epx1NzcJIxPnn+BZvmn1WhSBMXAicB56LVQPpY8mde09Tcw4ITfASCUY72hLDZLPj9EQKBCPG4pKzMRU9PiEOHemlvD2C1WgiH47S3B4jFEthsVmKxBKVFDkqLHARDMVq7+6mf5jXEUXObn85glM37jxrn1YUSoImjiiro7R1YpougvzyrNbVNYzVKK3KGaVmiyB/MN5O6MgcNlR68TiuBcJyuYJy2nn4AdrcHOdAd4fG/HyYQSdARDNMZjGqtbUyWpvv/tl8F1ipGTVNzj1HINhAecOjrc0t3t617p40Nu7uG7K8Cuyc3Isf/SKb5F5o4glEKJCllC1CKJoouAUqTy/Ka+dUu48Lg9TqxWARutw2320YsliAQiGCxaL8KIQRdnUHcbhtOp414XHLkSIBEQnKwzQ9g9Gtrft+PzSII9Efxuuy094R4cs4eAK5sNsUdmQWNnr2WXG4IIF0sDWM5MgSTKabJsDih3G/5Sos/yJLqMtbtaOOtw35ae8O8ule7ETXtbOPdA928+Ob7BIMR3jl0lN9uamX34V7+/NYRQMuW1G9ioG5YipE5/aQSw0p09cIath7ys+6dNmAgWQC0uXWgO2JYOCs8dio9Th7cepANu7sMC7xZqG/a18Pa11szlhFQKCYLoxJIQoivAL8GpiVfvxJCfCkXAxtLKj1OAFxJV4bDYcORdJP19/UnC0YmiEXjSClxe+z4/WFsNgvxeAKPx47FIigtcdFyuBebRZBISMp9Tvojcbr7IthtFkqKHMY5Z1cVaW90MVNRRez5FzVrkb48WffIQBdTGeKSskUFbucXHcEwj+1oxeu2U+Fz0XIkAMDe947icdsJh+PEYgna2/s42hPi8OFeYrEE3d39PPByiyGmzNz/t/3j+yUUBUmLP8hjO1pZPMOnWS8jCZqae9jdHmTN3w/S0h2ipTNIZzDKy7s72dvex5Pb3we09kobmjuM0iX68VJRQqlwEWhZbLl8FTKjdbF9BjhTSvmdZHHHs4DPjf2wxg7dzRGIJAj2R+nqCtLTEyIQ0OpdllV48XodlJd7KC1z4+8Nk0hIhBDEYgnKyzUfvcNhw+uy43Raae3ux+Oy4XZY6UrWUFpUW4zDZmFdiZbef4fXVP2geS/MasDWuACKiwdEkh6TNGv2YOGUJP7oHYOtTKmkiCwljDIjhHhYCHFECPFmhvVCCHGvEGKPEGKHEGKxad21Qojdyde1oz23LtAB9rzfS2mRg46j/TgcVo72aJmUrYd6sFgsdHQEicUSvPfeUZxOK7G4xGa1sO1QHzvbQrT4g4Y1SRdJ+g1quJtU6vrJdlNLtZ4qa+pAkdz51S7NXdutFcHt9IfwuezMnOajuc1Pc2sv7T0hOrqCtCZLmOw+3EsgkjB6TQL84rUDgwK501mW9JfZwjTZ516hI3L8KmRGG6QtGJyVHqeAfgfFXiexWMIIxJYJSXGJi6PdQXzFLmIxSe2JJQQCEaLROOGwJBLRvq6UEWIxrUZSMBjlhOk+mlt7KS12UV3qNp7y1+2IslIvpd28KymOZiOf/BW4NdecmD59oA6S7n4zu94AOtsHB3M37yLefAfWa/8l17+mycpq4D60Wl7puBCYk3ydCfwSOFMIUQ78K7AUrTjqFiHEeilld4bjpMXrsBCOxekNhMHrxO8P098fA6CvN0gkFCEeixPuDyOlJtBDfSGqTyilqyvIwTYr8biWNTndZ+f8WZWse6eNSo92g9JvXOZsJP3mtWpRzaB4qHR9uo41+Dbf2tzkoygSQjyMFq95REp5Spr1AvgZWiPwIHCdlHJrct21wLeTm35fSjmqwrwdwTA720L4Q1F6+iKEonFsFkF7b4hINMGhQ72UlbnY9ub7+HxOenrCtLb6KS528urO93E4rLx5sIejgQg2m4VvPfs2Z8+tArSSFV3BOLs6gka7JR3zQwEk5+I+BpW8gMk193RUkszkYbQC6RHg78lK2gCfBB4a2yGNLZv29WiFIh0W2tr7cLttBAIRvF4HwWCMQCCC2+MkEkkQi8VpbQ1QVGQnGIxSWuqmvz9KaamLaDRBf3+MkhIXoVCUw+/78XodtLX34bJbCYRieF02Wrv7+YL7FH4x7c2BDLa/PIv49FWDW41sfgWadyHfegP6+zWVaY5DMluSUp6MU1F/iCMjpWwSQswcZpNPAGuklBKtnEWpEKIGrTfgBillF4AQYgNwAfCbkc5pFit72/uwWQTFXicdXUE62nqx2qwk4gki4QixaIxEIkE8Ficei+NwOQgFQ3Qc8WOxWrA77FRXF/HmgW6mL5jGf7zSzPKTS42b0nAd29OlcOtkakWRetMyb5fphjYeN4ZM50itKp9nfxOrmSBxvqS6jG2HDgIQimoPe0cDEbq7g9hsVhwOC62HeohGosQiMU2kh8L0dFlxOB04XA5isQS9vWHKy90kbFaefLmFhpll2CyC+goPncGoIZYaKrXCvEuqB4v0dOjzMnV+Hsvcm0jyUZSPioIxcYw/oxJIUsqfCiFeBD6M9mvN+0raoD3plHusuN02PG47iYQknAzajkYTxGIJIuEoQgjcbjtdHQFcHifBYBS328ah945SXOqmqspLLBbH4fj/23vzODmq8977e7qq9+7pWTUjjZA0aIkWNBqJQQRjCYwjLOMtLA7BsYOJCeF1cq9Ngq/3OAFzMcY3JFw7+CUONrHfsNsGYywQmxEym4QWQIC20TLSSJp96737vH+crpqenu6ZkWafOd/PZz7qrqquOgVPVf3qOc9iUlrsJZlKE4+nCPld9EQT/PHC0n6Za5/et8gO2gb6vELP/w4ZDsMJNddvi6dC9ZIgb1ySblY7qlQDR7O+N2aWFVo+ACHEDcANAPPmzQP6HhCVIS/7T3TR1hGht1dN78ZjcdxeN0RASkm0uwfT40FKiek0ScQTtDe3EywOEg1H6ensobwyxBPhOLNKfWzZ30HA62TD4lJ+vruJ5ZUeQIml3EKAQ/HjVw7Zb/3zgz57+q7c5+738FrTuIlUo7K9R3c1QWg9l+c8IKzEAePabw+MscssHysGuw4mSjxNhDjPFhWrq/0caY+zr7EDl8uko0NlT3Z3x/D5nAiHIJ1K09XWRSKeUDYpIW2m6WzpJNITwXSaxGIpiorcJJMp3j3QSiDg4vDJbqorAjyzJ4rTdHC4Pcrqaj///voRgh4nAZeK4lhTHeyXNZdbRiCbQoJ+OLZnMRa9Koe7v6l2L9atRgpzuh4kMq7fKVVJu9zn5rfvtlBdEeBYcw89PXEliuIp3G4DwzCIhmO4PC56uqM4DAeBgAvTdNDREaWo2IvTadCaaVGyeEEpJ1p7cTgE5aU+TnZE6OiM8vK+Vr66HL7ds5oDzb2E/Jn/vFlTaelf/BRRXISoqkKeOIFYsVJtk+01ygnU7teCZBweMjOUfHcJOcjygQulvBe4F6C+vl5etWq2/aA62anEcGmmXU1vT5xoOEq0N0osGsPpciL8PuLhCKSS9LTGwHCCTNN5/Dg4TAyvD4/PQ0dbL62tETweA7/fxTuH2igt8nDolMqyPNIe50BzL4lkmj0no1QFnWze14bbNIglU2xYXEpLOEa5z83mfW2srvbb4ih3muTyzpegE34VWt/voZW6/1YuL2Cv9jYvPTQqSQf99kf/B1D2suE8wCbpS8WYiPPtJ9sp97nZsr+D5q4oPq+TeCJNZ0eEWETd78Ld6nMykSTe3QkyTTTSDS4v4fZ2MEzCJ7twFJXhdDk5cTiBy+NCSonL48J0mjQe7cTpMnG5HLhcJvuOe4lGE4TDqtl3IODixbdPcFZlkEgsyexSH8/sacVpOij2u1hd7efNY930xNNUBZ2c6E5QFVRi6qvObXZcpxUU2M/2shnKDhmb++Zw7GiSejY1Q3DaAmmqEk+kONzURVdXDMMQRCIJvF7VnLarM4LT5SQejRMq8RGNpujqiuF0GgQCquVIIuOe9nicnMgIJYfDQVtHhIXVIUyHIJpI8ZmGJfx3zQ4I5Ayg4QAUFSHcTsSKlchtr/efdoP+n7OKSg7lwtUX3ajQCJyV9X0ucDyz/OKc5S+ezo43N7RQ7HfR3BklGk0QjSb7TaPJtMRhOEglUzhMJ+l0CuF0I1NJSCUhGQefD5mW9HSqDLhoOIphqmkQr195jqzpO4Bz5obYeaSDrW81EQp5CHhMusIJKku8vNTQSWt3lGRa0t6jBNHqathxrJd4Mk041k5lyEtrd4cdT9cSjimxVIh+LXUOqH/zCaicpAIY+uExHDEzxac5Rl2cW2n+e1vCrJgTZFda2h0EhBCYThOZliTiCSK9EYRDYPgCpBLK3oRhKvuLK29TOpEg1tsFhpNoOg1plfHb3d6N1+/F6Vb3UofDQXtbmGQiiT/oJZFI0dkZxeUy6e6OUVLioyucIJ2WdleDZzqjRBOqlVOjx8ncMj+7Grv47xp1P9zbElZlWqrXD7TBnJpw8snHgP6BsqPBUOJ8KjMOmWZTtlDktBdIVlCgy2kQjSapqgpy/HgXoZDHrqJtOk2CQTfhsMMOnDUMB263QTyeoqsjTFGxD5/PmRFWJg6HA4dDkEikOdYaJp2WmKbDvqgHcMlHYdtWJYq2bUXU1CCffEx5kCwxVFbRt31uG5Lnf6cy4Aarwj1NLtgJ4gng74QQD6LiQDqllE1CiKeB/y2EsOYELgW+fjo7XlLu43C7ylazxLZ6ew9jGIaaXgtHSScSCMPE4fLgMBwkU8oW8QQhnSId6yWcTgPgdDmJRWKYTpNIb5RDB6N4/R5b/O892Ibf7yIeT9LTE+Pw4Q78flW+Yk+8BZdL2bzDIXj3SAfvHGrL9CU0cTkzdlzadw5/nXit/0ll26YVU2dRVKQKog5hs6n7bx0Ya1cgSSFXAOX+dsC+c+qHFWrdM0kYM3G+pNzH5n1tHGvuYVaJD89Zxbz7XjNOt5N0Kk24J0ygOECkRwkh4XAgTRcyHoV4WHkxHQb0tkOgDGQaetpwFJUTj8QgGScaFkTDUYQQOAwHsUgM4RDEY3GcLifRcJSi0iLSaYOjRzqQUuLxOjl8qI3SMj/BoJve3jiVFX4OH+9SYQlZtvdV5zZwAtasYa7tZQlw0drcty5XtNcsLGg3g4nzoShka/322bDX9l5NMu/leEywdUopbxj7w4w+014gWYXOOntVYHZbWxin04EQAiEEsWgMj9dNLJYilUzjcpvEogmqqgI0N4dJJlJ4/R7SaUl3dxwhIBpVbUh6epQ3qjTo5kRrL2dZtY/yYVXStrLXnv+dymbLvqBbm9WDpaiob5l1MWcElkW+i2wyXXSTDSHEA6iHTbkQohEV/OoEkFL+GHgKlUW0H5VJdF1mXZsQ4lbA6j94ixUTMhTW9Nr8oI/5JardTVN7hHA4gccDkV6BTEvKqsqIRWMkYgkcDocdrO1wOklbO5MS0imI9oDpIpGIgemi/VQ7JGI4PF662gxSqRROlxPDMGgzDRCq+KnD4SDcDcKhjhmPxvGH/CRiCXxBHz6fiWka9PTE2fEnrQNPJvOwkU8+hvD5iL97ENeys0kfP4FjTpXapqsL2dpK4lQnzvlVCJ8PyirUbz5+Zd/DDPo/pIYzDZdvm6xl+URQNpP82hgTcW7d+zp647hcJidaezFNZSMAiZiaAov2KnGTTCSV1whweLykkzFIRMHlVSK9t125GwyTdLRXeTYdBjKWBoeBcHlI9nSSNJw4XB4l3jPxS83HmnG6nJhOk3QqTSrpI5VMcbKpg85ODzItEQJev+jUwBPJxGamf/FThNtpZwNbiKoq5DtvEX33CJ4F6iXTfujbnsuF/e+1+QryPv87tV2WTRUi39TuUNtaTHJb1GQxLIEkhPgWcA7KvSullJ850wMKITaiUloN4CdSyu/lrJ8P3AdUAG3AZ6WUjUKIOlR2RxHKg3qblHJIeW91Tve6DBwOB4ah/tJpiWGoh0UqlSaVUg+PSDiGTEsO7jtFIOQnWKSCtWPRFKbTIJlIEY+nkFI1s/X7XZxo7aW82Et3JDFwANYDoatLvRE3HOjzHGWm3SirUFNuNTX9LlCrBpJ9gRV6E9eeoyGRUl4zxHoJ/G2BdfehbPK0saY5DrdHaWjqwuFQt26HQ+B0OUkl1VQFEvu7w3DgcDhwCieRHqkeWumUelDFeu1pD0Atc3pIJ1PItIoLiUViCKH2b5jKQ5XOeJ7cXhVrZDhVBp3DcBDpjRCLqJeGQ1dH+/ZtCRCrXEXDASV6ahZiHj9Bz4s78K/9I2RrK6nOMKneKIbfg0yqB3Dy4FHMmoUQidhTH4DaR/YxrAdXzRL7TT+vrWfGk3rpobwPuHz2PxmuiYkW56ZDEPCYhMNxurqiuNxOIr1RUqkUpmliOtVjQEoJptH32ROEVEJ5kMKd4PZDUnmNSKfA6VHrXQGEEKRjERAOhNNNOpkgHo8inG4M08DtddviP51OE4uqqd1UIoVhGMRjcfZfoaaPF/0qwP66nDDXbVtxLF2CPHEC2dFFeG8T/pXzkBmRRySCe3Yx0UPNGD4XTq+K+Uv95F7MD1/cf1+tzYXFehaFhE+uFypXJFnf+9nkKMXhjQk6Rrsgwy0UOUtK+edSymtGKI4M4EeotNblwDVCiOU5m/0AldFRC9wC3J5ZHgb+Ukq5ApXJ8a9CiOKhjrmhppyWcIyyoIrTiEYT9PTEiceTJBJpTKdqOZKIJUglU8SjcdxeF16/F5/PqdKxDQelZT4MQ1mS3+9ECDBNA49HVdlu64pyqi3Mhp3z+g/ACr62vEKXfBTZ0aXS+2sWktz5DnLb62pd/YX94zZysTLdtm0dEL+hmXycd3aIq1bNZkNNOe5MPz+f14nTaSCEIJVMkU6l8fo9mC4Tt89NqDyEL+jDdJkqq9Lvxenx4ApkHlamSz2wXF71ORlXb/mJKDKhxD2JGDKVJB6JqPTtRBKPT73RpxIp286TCRULlYwnMUzDfmj1o2Evqw9coDyYRUWkj58g9sQmhNuJZ145icMn6NzWAECqN44R8pHKZOmlYwlobUbGEgifT3lMIxG1r2xRZE0nb9uqsjtbm/u8pdlTbkOQ+5CaLD0LM/fN2VJKp5RyrpTyP6WUP86II6Tib6WUC6WUK6WU27J+e5+UclHm76ene+ztJ9vte58KCVCJKemUEsyB4gAuj4t0Oo3L7SIQUmLHMA0cpoHLnwmmDJTicHuV7flLwFeMM1CkvgMynfEiuX0qC9PtxlNUhNPlJJlIkown+03DybTE4/NgZLzUeV1IAAAgAElEQVScRkaYAey/vKfvvmnZB5B+by/xA8cAcFWGSHWGiR5pJXWilfC7x0hHlVhynV9H6kQroqqKdCxBeutW1cWgq0vtywplGDAdt7DP9rKnjHO/W9uT//477J6akwBVzHHMe7FNWYYUSEKIj6GCrK4RQlwmhLhsBMdbC+yXUh6UUsaBB1EprtksB57LfH7BWi+l3Cul3Jf5fBw4hfIyDUlbOEXA5cA0VZaFEKoyNkAqmSLc25eZ4fV7MQyHCl6MJCkuCyAE9PTE8XjUb7xeJx6PiZSS1tZeXC5VPsDhEGyuOwLA5e+d3TeAhr1QfyGRO+9CPvILHEuXqAcFYFSVIcrKEPVr+9/Q87QiMa79Nsbf320Hbg94IGgmHdab/PqaEDXVIWoqg/j9LmKxFOWzgsydX0osGsfr9xIs8qo3d8Bf5CcQCuD2ufEGVBCsq6gE4QmoN3lPQD2cvEU4fEVKKJku4h0tIASm243D6VQPqGjULkSZTCZxe9x4fB7SqbTtYbI8TjWPeFnxVDGLftWXZWBPudVfiGPpEtyf3IgoK8M8+ywcbieuUN+UR/x4G8Jp2A+y2NbtRI+0En71HdLv7SXVGVZTGdmtd6yXgvoLlYgq9BAbBrnXy0zFCtI+t7KE7miCrnACh0MQCnlwOg37Xmc6TRyGA4/PY0/HBkIBXG4X/qAfb8CLy+fFX+THF/ThKirBYarsSofhwBksxnSaePxe3AE/wiFwuVV2m2EamC4Tf5Eft9dt7xcJRaVFtofTMAySiSQLHvLkP5maJcr25lQp23M7cZ1fR6K9l3hnhHQsgcgIrHQkTmzrdgBkgxLuorgIh8dJ8qBKCIw/tVndazM2Zns3W5v7bK+sov/9OPM9ryCyylrokIdpx3Cm2MqB5wEXSpDkzaIYJvnSVs/P2WYXcCVqGu5yICiEKJNS2oERQoi1mfEcGM5BrUDFdFri9Zp2IKvHY+BwuPF4DNJpSTDoouVUNyIzDZJKpYlF40gpKQp5Vf+1Mp8ttEwzabck6elJ8MoHT9rH/NXSg/bn9NatOFqb8X5orb1M1K9FvvOWis3IE19hrL+a1L/8zwFTDXo+e2px3tkh3jjYyW/fbWFhhZ/3mropDrhwOIL4PCZtHRFmVQaZMytATzSpAqWdDk4192KaDqT0E4kkiMVSylN5sh3PrBK62rpwuEvtmCPpnqWmOdwujEycidfvBQGhWWX2g1AVRU0qz5XPpXoMFpfR2hqhuMSLx2Pi8TgJh+NcHttINJHidw2b+4KmLeFSVIQ8cQKjqgxvyIcoKyMdU3FJ1pt4+r296mUASO58B8fSJTi6uoi/exBnOIxRVQY1C0n/4qdqu7KKzDT03r7A77KKvn+ta8Rqy2OVzziD6YuZMC1txSC5TAcfWFLOy+8143I56O6OESoNEu6J2t4jj89DUUkAr9fMhBxIios9dHRESZcFiUVVIdNZc0qQEsK9cQzToKTEQ0tzLz6/i2g0icMhSKXS9ouoYQhSKYnDIezeluGwuufG42kWLplFNJok7HcRCLj40LZyigOqp2VPNMnm0LNq2vWSj9r/v0VNDXR14VlQgWfZPITPh+PgUYyqMvx1K/qEUf1azK3K8yOKizCrqog9sQn3ysXq3uvzwSUfRWRaQfXzauaS29kgT4amNaU2pWxqGvRLG0uGFEhSyvuFEJdJKZ8CEEJ8cgTHG07a6s3AD4UQnwdeAo4BSXsHqoDaz4FrpZTpnN/mrQfSEo7hNg2KfE6iTgcdyShOp0FHe4SycvUAikaTSAn+oJfe7ggOw2E3tE2n0kipXNSGoQSRaQhcLoNYLIVpOqgqLxCgnZk7p6ur//KyCiWOwI7vsNuNbNuq0lQHyViD6X1zn26cPz9IW1jF5piGA5fTQTLzIHG5oKUjQlWZn6Wzg7zd2ElRkQeHQ5BMpojHk5SVeW37i0YSFJUWEQ1HKS8vJxaJkU6ncTgcRMNRe1rD7VNxH0IIPF4nqZSKuyst9WWSDmK43QYOh2D27CDd3TE8HidFPielQTcdvXE8LqNvqiP7jbr+QsS2rSowG+y4JMBO83dc2DdlbN1oZDiM6/y6PiHU2qy2y/qd+rw3/wMJ+q6TDLkxIPnikWaCIMrlvLNDcBCgjbcbOzFNB9FoAr/fBcRxlfoIh5O4PS5CIQ9lpV56euNEIkmCQZNkMs2iBSX0RJO0t0dwOh3E4yk8HpNZswK0tYVtceT1OnG7TTraI8xfUEJ3d990bSqVZvXSWbxzsJV0WlI9p4h4Ik00mqAo4GbFglKaO6N4XQaReIqO3jgBj8nsEi/Mz6kPB7aQFtu2kn5vL2LFStLvHsTMxHWKmhq7IK/js9epNk8oj5JrTqlKLFi6xA78dnz2ur7kmW1bB8YnZYvzQmVZpjBaHxVmSIGUmWK7RrULQgCfQWVdnAmF0lltMtNnV2SOHQCulFJ2Zr4XAb8FviWlfDXfAXLrgWw/2W4Xyzt0CpIpSTSaJJlM4/Y4OXWyi1mVRRQVuWltjRCNxAgUeYmEVQkAgKKQB8NwIKWkvT1KWZmXtvYIUir1Xex3kUyl7crZ3+5Z3des1hJGWeInt8ea/SZcoJL2UCmok7zNwowmu6Lx4fYoFSEPbtOgtTtKdyRBTWWQ5s4oyVSaZCrNe03dzC71EU2kqCjyEImryu2mIYgn0hQXQ7sEf8BFLFP/yB/02t4Aq31JUUkAt1tlpblcBrNmBYhGE5img3A4gctlMHduiHA4zvzKIIFMTbB4Mk1rV9SuAP/tntX5TyxrikJk7NfKZrMz27IfNGUV6uFlTaFBn/Cy4juKivpV3x40Qyjr4TRYHIgWSlDmc9Lc6WD+rACHT/XQ1RVl8YJS2rpjmGaUUMhDdZmPY61hqsr8hPwuu29bT1S9m4ZClmBPUxxQzZYXzA0RXFzO4ZPduFwm6bRkdmWArp4Yi+YV0x1JEM54lY619lJe6iPodbKwws+8EpddCf7fZ70Ns5St9cTThW3P8vBklUNxfPY6aNirRLclsLu6lE1ZHqf6tSoW7sQJRFUVwopFev53yk6t+KNcUZ6N5SnK9iQVKEo53Jpdk8YGtUIqiLBiHgpuoJolfhB4GUgDu6SUu8/oYEKYwF7gwyjP0BvAZ6SU72RtUw60SSnTQojbgJSU8h+FEC7gd6hiU/86nOPV19fLr/3nb3jzWDdNXTFau6J09MTp7VV/fr+L9vYIfr+TjrYwTreToiI3ba29zKkO0Zt5mzJNB16vU/Vt85o4naqCcXHAZU+LFPmceN0mPreJy3SwutrPX+/9ed80mjUtULNQ/Wtl68DAt/PcFOjMsuHc7CfdxTfKCCG2SynrJ3ocQ1FfXy+3bdtmC6Ts1h///voRXKbDrmztNg2WV3rYczLK+pr+vabePKaqYzd1xTh/fpDXDndzsiNCMpVmaXUxh05109GjgqJnl/lo7uyrt7RsXjFHW3qJxlNUhPriO4r9LuLJNB9bVs4jO0/w6boquwDfF0+pXqqrq/20hVNsqCm3W0RYlbS3n2wfWBfJol/tmfzTX/nsNXvdcIR/v8ryBabYRvsamGq2Z/G/nzvA4faoLX7PmRuiqSvG7n0tVFb4icZTzC7x4nIaLK7wUeoz2LK/g3WLimkLpzjcHqXM52RNdZBf7T7JijnBTLVrp70u4Fbe9hPdCZZXemgLp+iJpVhTHbQLPV6+tNK+DqCvDY5le2/O3Wivs+rX5a4f1PZgyMw0y76M9Vf3ZaNlbMhexsA2Of3EenbduiGmd0erBtdY2d7KujXy15u3Dr3hCFg0y7cfFU88/QpFZrpHF+wgLYS4brjZFVLKpBDi74CnUWn+90kp3xFC3AJsk1I+gUqHvV0IIVFTbFbq9Z8B64GyzPQbqK7XOwc75vygj5aSGE1dMUzDQUdHBJfLwOMxiceTzJrlp7k5TDDkxTAEvb0JfH7lTbKCGt1ug9bWCEVFbkIhVRMpmUzR0RPnrAo/R5t7SaaV0DzZEaGy2Muek1GoWaLEedbbDKBS+uvX9o+psLLcrJiLIabXYPqKoOnE4e6w3b6j3Odm+8l2Pras3F722uFurl8zl8PdYT5Xq8rd/Hx3E+trQuxtCXP50ko2N7QQ9DjZcaxXiSSw+1z1RJN8cGkF7zV1k0imqQh5MB0Cl9PAbRqYDkGx38XCCj8Bt+pJmM2n66qU8Mk4ujYsLh3QB2t+0Meaxk3QqR5S5T43v6Kv9ciaxk32ttnF8LJF/VBNZgdbNug26/uW6YzO/ljifENNOT/vbqLM5yTocbKtoY2SgJtF84op9qt4H3cmyNmyj3WLiu3vpT4VPtASjrFuUTHnVpawuaGFDTXlbPepvmr5hI/1myXlPrs/oNXbL1t0vxlUwii7Ee15hFS/tSzWNG6y241YYsqyPVuI5KTfw0Dbs/+1bJUsu8my2YIezGHcm6cO45JpNmULRQ7pQRpyB0IckVLOG3rL8ae+vl7e8/Bz/Oq9k/TE0+w+1EYymaKlJYzLpTI53G7TDoINBt2ZPm0pkGA6DTweww7ELi/309WlUlVr5obYf7idBXNDmIaDkN/FyY4I/3zpH/V7YNhkv+laQaeWy7j+woHVtE8z8HSmiKWp9hb/6K4mWsIx2sIpSn1Gv+avVo0uSyzlNpZtCcf6NfXc3NDS7618SbmPN491M69EPeS27O9gxZwggL3fI+1xe72F1XXdGof1tg6FO6nns+nsN/6huqyPRvXgifaOTjXbs/7fWSK93Oe2PZIHmnsp9rso8zntHmiWl8cit6lstlcnH7n2Cn1JCrkMZS8WbxzstLfNFiv5BFIhRmp7p+XRzDBVvJcr686VTzw7th6ksyu8U+K6ycdwC0UWmlITQGWBdZOC7SfbWVMd5LfvtuByOvB5VJsQgNbWXjwek1RKEo2m1FRbRyRTq0MQCLgyxSCd+HwukskUsyr89PTGqQh56Cj3s2BWkEOnugnHklQWewcXR3nS+O1l2dk7BRhs+kEzOZkf7Ht7zuUbH1ZTrI/uasJqbJvtvcn15GRPd1m/tR5Y84O+fuLLWnfuIFen9eA5j8IPK/tBdvbAh8FwH3KjhY4nOn1yxZE1Ffbpuio272tjTXXQFugbasr7/fbcyhL7/7Flm+edHepnL9ni56pVs+3PlvfnPEL9vEWnazPZ22ff//LZZSFGah9n4vXUTA+G22qkEvgIkHuXF8AfRnVEo4z1Vv6xZeX8y9PteDxO4nEVeCgldGZiNvx+J9FokooKP6apUmGdTgeG4SSdloTDcQIBVYXY5TJpOKnexBpbe/G6TZo7o5wzL+vtKadB54CaGtY2mX+Na7/d39WbRfbFl69qq2byYr1BW2/W2W/f2W/HhX6XS+5Dxnpg/fiVQwPe3i3hZO0r2yMw0eJGMz7MD/p4qaGTz9WWMH9pn8cQ4Po1c+1tsslnGyOxU0v8ayYfAh2jPRjDFUhPAoF88T5CiBdHdUSjzHlnhzi8K8xLDZ1UlfnZd6iNkhIf3d0xfD4npSVeWtsipFJp2toiVFUF6O6O4XKpqbdQyENXV4y5c4ro6IpSXuylpjJIU1uYYJHTrlLrc5u0dke5iVXcVboLapb0uYG33K0GY6XyW6mkuY06Ia8XSb8pTw/yTU28cbCz35t3NtkPpcEeMJYAy90+98E3WuJostjh6YxjJl5Dlnj5XO3sftOolscoe2p3LI492PczZbL8/5tW9qQVUkGGJZCklF8YZN0Ztx4ZL/a2qAdTMpXGMBwEfE66uqKkUtDcEiYYdNu9qmKxFOm0tL1HyWSaRfNLaDzZjc/nwus2OdrSi8dp0B1JML9M3XSWVwbZczLK8koPZNoD9Ztuy55Ss6q05mu+ySAdoTNMi4tyBjGcqazs7UZj3Vg9oDRTi2zbs0T2YHFC+exksHWDLZ/OaHE+MxhWLzYhxAVCTN16m1ZmxoJZQYqLvYSjKnXfMATBoKosHI+nKCry0NsbJxh0k0ymcbkMfD4XLZ1Re3rNzFTZrgh5MA31n68nrsRVY2svR9rj3JHIE482WPppdip/TnrpcNBxSBrN4Ey5CsejTCEPpC2gzg7NSKGj0b3YBmO4zWqvBbYLIR4UQnxeCFE1loMaTazYDFUostuuEZNKSZXu71YiyOUyCIfjlJf7iEaTeDyqkmzAY+JxG5iGoDToxuU0WFRVhNs0qAh56Imnae2OcqRdBW6vqVZZRN/uWc2vQuvzD8qqnA2DVmOdyTf0sUAIsVEI8b4QYr8Q4mt51s8XQjwnhNgthHhRCDE3a933hRDvCCHeFULcfbovDDoGY3Ix018qDneHC2aj5aLF08iY7OJciLH9m8oMd4rtRgAhxFLgo8DPhBAhVPGnTcBWKWVqzEY5AqwaHaU+g6BXFXM81tyD221wVmWQhmOddkuR0hIvJQE3DfFOfF4nyZSkoyfOwjlFtHZFcZoOXKaDWDJFmc9pH+Py2kr2toRpDSfsuh9AX32Z7MJ5rc19NY8gbwHI4aJdt8NHCGEAPwI2oCq6vyGEeEJKuSdrsx8A/5Vpr3MJcDvwOSHEB4ALgdrMdi8DFwEvDvf4+gEzuRjva0YIsRHVX9IAfiKl/F7O+vnAfah+l23AZ6WUjZl13wc+hnqh3Qx8SZ5GfZZ8yQBDTfdqxg593546DNeDBICU8j0p5V1Syo3AJagHxaeBQUqbTiyHu8McaY/b34v9LkqLPBQF3bT3xPD5XDgcDpLJNF3dMZo7o5SX+kimJAGPScDn5Pz5QZJpiekQNHeqirQAVUEnn6udbQc7gioGaMU8DcAqU2/9geoQnaneOlxSLz0049+Az4C1wH4p5UEpZRx4EPhUzjbLgecyn1/IWi8BD6pBshtwAifRaIZBljj/KMrGrhFCLM/ZzBLntcAtKHFOjjg/BzgPJc41mlFBjPHfVGa4MUiXZX3+JICUMiKlfEpK+T8mcxGo+UEfly+tZM/JKMm0pLkzCkA8kSaZkvg8JmdV+PF4nJim+s8RjacwDUFXWPUSemLXKc7Kaka7uMLH4VYlgn6+u8kWYKur/bSEY3zVuY3LO1/qV/vmzbkbh6zAOqDG0f23DiqGJrvrdpJRDRzN+t6YWZbNLiDTQZjLgaAQokxK+QpKMDVl/p6WUr47xuPVTB8mVJxr7+XkYlLdt8d4em3aT7GNcrPaCeFwd5jllR7VmiGepjuaIJpIUV3m52RHBIDKEq8dgH2sNYzpMigJuEkk0zhNB2U+J2U+py2MLq+ttD1H7xzv5ssX1gwoBnhuZQlvslGVyG/cZNc7giwxlPkOeUrbj1OPqRlCvks1d5riZuCHmVY2L6H6BSaFEIuAZajmygCbhRDrpZQv9TuAEDcANwDMmzcpi8trJoZ84vz8nG0scf5v5IhzIYQlzgXwQy3ONZrxYTgxSOVAHDU3Pg/lKp5SzA+qtgvvNXXTE01gGg4qijwcPtVDsd9Fc1cU03CQTKUxDQfxeJLqMh8up0FnMt5vX2VBDz2xlN3qAVR/IqvPEGD3qbLrH2XXO8pphjjUVJkWQ6NGI3BW1ve5wPHsDaSUx4ErAIQQAeBKKWVnRvi8KqXsyaz7HfDHKBGV/ft7gXtBtXsYo/PQTD20ONdMYsbczRMSQtzLFGxWO+QUW6ZZbSvwLMoN/DdjPajR5nB3mHKfm5DfRUnATdDrpLkrisdl2MtMhyDgceJxGtTMLsLlNAh6nFSEPCys8NMTTxNwG7YXyhJJuVze+RKXd77Uv4GnJXJyPEJDiZ9C6wcTVTo2qSBvAIuFEDVCCBfw5+R4QoUQ5UII65r4OipoFuAIcJEQwhRCOFExIPotfgqTe50MNZ09QoYlzqWUV0gpVwPfzCzrRHmTXpVS9mQEuiXOyfn9vVLKeillfUVFxVicg2YaIhiXKbZOKeUNU00cwfCDtItQc+K3k3NhT3a2n2y3K8i2dkWVx6gzqrpZVxURT6TojiQ42tRNMqWCryPxFLOLlDfIilmKJVPsaw7T1BXjc7WzuXxpJT2xFOU+N+U+t5pOyzSCtMkUh+zXGuTab9vLsmOOcuelx9pzNNMCvaWUSeDvgKdR4uZhKeU7QohbrLg64GLgfSHEXlR7ndsyyx8FDgBvoaZCdk3Fi10zYWhxrrEZZ3GuGQHDbTXyIlAtpdwthNg3huMZdW68YIHdOHHBrCCt3VHmzwoQjiWJJVNE4ilMh6Bmboj6BcW8vK+VRVVF7DzSQdCrPEjZ3dCbumJsbmih1Gf0W364O8ya6iBvBjcW7Hyeu/xMqmTrKbkzR0r5FPBUzrJ/zPr8KEoM5f4uxRT0nGoKM6ABaVYs4GgjpUwKISxxbgD3WeIc2CalfAIlzm8XQkjUFNvfZn7+KCpj+C3UtNwmLc6nNpPtHj3F46jHlOHWQXog6/N/jN1wxo6WcEyJozIfreEE8YSgozfO0tlB3m7spCLk4Z3j3dTNK+ZAcy9nlftxmwbra0Js3tfGhsWl7G0Jc/78oL3P7JL92QHaa7KOa/VjA1RKf8OtY3ozzka3K9FoJgdanGsKMV7Pg0JM9UyzseS06iDlQwhx3WluP5JqxtcKIfZl/q493bFajWXjyTQBr5OFFX7mlbgwDQfNnVECXicBtyoa6TYNYskUm/e12en7FudWluRt8HhuZQnzgz7enLuxr1FtHm+S5U49E5fqmaSIatetRjM0eppDMxPRrUYKM9wptsH4Z+Cnw9lwhNWMS4HvAPUoV/P2zG/759bn4apVs3l0VxNVwRSlPoOA22Bfc5jDrWHmlbioX1DMrsYu4sk0h9ujtnAC2HGslx3HetmwuJS2sCo62RZuYUNNuV2qf37QZ1fsziec7DokZ4+/50jf8DWa4aG9qpqJQlfXnpwMSyAJIXYXWoUKZh0udsG0zH6tgmnZAmk5cFPm8wvArzOfPwJsllK2ZX67GdgIPMAwaAnHKPUZHGmPE3AbLK7wsaTcx2/fbeFkR4RFVUWsrwn1C7Q+0h6nzOdkTXXQbiHy5rFuWxxle5VAxTtZZf0nS+8tfcFpNBqNpiBT28kzpgzXg1SJEii53hoB/OE0jnfGBdMK/Da3EvIA3jjYaQdVn1tZwpH2k/TEUswrcdESjrG4wofLdPC52tn86r2TNHXFcJkOldKfmW6zah7tbQkTcBu258iqezQ/6Osniqx/LQ9O6qWH7M+Dpe6PlpjJ3Y9+O9FoBtIvu1RfG5pxJjeLeaLQ+qgwwxVITwIBKeXO3BVCiBdP43hnXDBtmL8tWDDt3MoSNje0cKC5l1Vziwb0TDvcHaYnniboUU1oLW+T5T3a2xJmQ015wRMr5DGaDDfeyTAGjWayoa8LjUYzGMMK0pZSfkFK+XL2MiFEVWbdZ07jeCMpmDbkbzPbDiiYli1sPrRExQht3tem4pDao8wv8bC3JcyhU90sr1SB3DuO9dpxSOU+d6ZqtsLyIA1Gvv5Hg92Q9c1ao9FoNOPJWBeJnOoZciPJYntq6E0GMJKCaU8DlwohSoQQJcClmWVDcrg7zOaGFlsolfoM5pd4CHqczC9RrUNKfQaXraygLZyiO5pgdbWfcp+bzfvamB/0MT/o6xeUnbv/7M/W94nMitEZORqNRjN5meipNQudxVaYkQik0z7zkVQzzgRn34oSWW8At1gB24NheXKWlPvY3NDCkfY4R9rj9MRSVAWdlPpUnJEVT7Sk3MfiCh9t4RQAGxaX2vvKFUbZy887OzTAa5R7AZyuaLnttttYsWIFtbW11NXV8dprrwFw8cUXU19fb2+3bds2Lr74YgBefPFFQqEQ9V/6Hitu+A4333zzsI511113sWLFCs455xyuueYaolFVQbyhoYHzzz+fxYsXc/XVVxOPx4fYk2Y6MBLbW716NUuXLh2W7UWjUdauXcuqVatYsWIF3/nOd+x1hWzvZz/7GRUVFdTV1VFXV8dPfvKTUTxzzUQzGWzv85//PDU1NbaN7dzZF13y4osvUldXx4oVK7joootG6aw1k5GRCKQzKhgppXxKSrlESrlQSmmJn3/MVJNFSvmolHJxZpvrpZSxrN/eJ6VclPkbVmmBbCwP0prqIGuqg/a0WcBt0BKO2aJoSbmv37Tc5oaWgvu0RNEbBzt542An84M+rlo1+3SHNoBXXnmFJ598kjfffJPdu3fz7LPPctZZfTOMp06d4ne/+13e365bt44dO3aw7f9+kycfeYCtW7cOeqxjx45x9913s23bNt5++21SqRQPPvggAF/96le56aab2LdvHyUlJfznf/7niM9NM7kZDdvbsWMHTz755JC253a7ef7559m1axc7d+5k06ZNvPrqq8Dgtnf11Vezc+dOdu7cyfXXXz8KZ62ZDEwW2wO48847bRurq6sDoKOjgy9+8Ys88cQTvPPOOzzyyCOjcNYTjBjjvynMGQskKeW/j+ZAxhJrigzg8qWqKkFLOEZLOMaek1E21JSrWkc15extCfebTgMlmArFHQ03nT91/63QsHfYLtWmpibKy8txu5Vnq7y8nDlz5tjrv/KVr/Dd73530H143S5WLZrP0c2PDOm5SiaTRCIRkskk4XCYOXPmIKXk+eef56qrrgLg2muv5de//vWg+9FMfUbF9rxe6urqOHbs2KDbCSEIBAIAJBIJEokEQghtezOUyWB7g/Hf//3fXHHFFXYC0KxZs4Y8p8mO1keFGXEl7anAeWeHBgictnCKHcd6VSuRhhauXzOXw90qU81qG2IJq6tWzS44vZZ7nOxptpHEAV166aUcPXqUJUuW8MUvfpHf//73/dZfcMEFuN1uXnjhhYL76Fp5Kfs7YqxbtQxQLul8b9vV1dXcfPPNzJs3j9mzZxMKhbj00ktpbW2luLgY01TJjnPnzh3ypqOZ+oyG7bW3t7Nv3z7Wr18PFLY9gFQqRV1dHbNmzWLDhg2cf/75Q9reY489Rm1tLVdddRVHjx7Nu45hdLwAABT+SURBVF/N1GMy2J7FN7/5TWpra7npppuIxdRExt69e2lvb+fiiy/m3HPP5b/+679GesozgZAQ4l4hxCcmeiCny4wQSFaz2s0NLRzuVh6iDTXlrK72A2rqbXNDCy3hGIe7w3Y8kkUhL1GuIBrMm2Rc++3T6rkTCATYvn079957LxUVFVx99dX87Gc/67fNt771rbxvU1u2bKG2tpaqqio+/vGPU33532Csv5r6+vq88Rrt7e08/vjjNDQ0cPz4cXp7e/nFL36BlAOqKAz5hqWZ+oym7VVVVQEUtD0AwzDYuXMnjY2NvP7667z99tuD2t4nPvEJDh06xO7du/mTP/kTrr32tLsOaSYpk8H2AG6//Xbee+893njjDdra2rjjjjsA5Wnfvn07v/3tb3n66ae59dZb2bt37yj+Fxh/xiGLrVNKecNUbLI8IwQS9FXSzq5+3RZO2d+tmKOWcMz2FmU3oLXEUK4gGlQUjTBLwTAMLr74Yv75n/+ZH/7whzz22GP91l9yySVEo9F+8+ag5uJ3797NW2+9xT333NMvwDAfzz77LDU1NVRUVOB0Orniiiv4wx/+QHl5OR0dHSSTSQAaGxv7ubs105fxsr1siouLufjii9m0adOgtldWVmZPwfz1X/8127dvH8mp9kNnf048E217ALNnz0YIgdvt5rrrruP1118HlCdz48aN+P1+ysvLWb9+Pbt27RrhGfcx/rY31jlsU/uFekYIJKtXGihRtP1kO4e7w5T6DMp9bjs1v9zn7lcdezhkC6d8tY/OlPfff599+/bZ33fu3Mn8+fMHbPfNb36T73//+3n3sWTJEr7+9a/bbz+FmDdvHq+++irhcBgpJc899xzLli1DCMGHPvQhHn1UNRm///77+dSnPjWCs5pYRtgoeZ4Q4hkhxLtCiD1CiAXjOfbxZDxtr7m5mY6ODgAikQjPPvssS5cuHdT2mpqa7N8/8cQTLFu27PROcBAmS+r1TGUy2B702ZiUkl//+tecc845AHzqU59iy5Ytdqzma6+9Nqr2p5lczAiBBNiNZDfUlNMWTtlVtF9q6LS9RvODqp1Idtba9pPtBYXP6XiTTpeenh6uvfZali9fTm1tLXv27OGf/umfBmx32WWXYRXEzMeNN97ISy+9RENDQ8G5+PPPP5+rrrqKNWvWsHLlStLpNDfccAMAd9xxB//yL//CokWLaG1t5Qtf+MKoneN4ktUo+aOofn/XCCGW52xmNUquBW5BNUq2+C/gTinlMlRPwVNjP+qJYTxtr6mpiQ996EPU1tZy3nnnsWHDBj7+8Y8DhW3v7rvvZsWKFaxatYq77757wBTMZESL8+ExWWzvL/7iL1i5ciUrV66kpaWFb33rWwAsW7aMjRs3Ultby9q1a7n++utt8TQajLc4F+hCkYMh8s31Txfq6+vltm3bgL44pOwMtezptnKfu6DXKJ9AssRQdpp/oW01o4cQYruUsn7oLQf87gLgn6SUH8l8/zqAlPL2rG3eAT4ipWwUKuClU0pZlBFS90opPzjc42XbnmZ6MALbM4C9wAZUR4A3gGuklHuytnkEeFJKeb8Q4hLgOinl5zLrXgRuk1JuFkIEgLSUsmA5f217048ztb2hWL2mXj7/8mujvdt+lPrNMRn7eDAjPEhWfaJsCokja7otO+stuwltrpfIWjbaU2yaUWc4zY6tRsnQv1HyEqBDCPFLIcQOIcSdmYeeRjMc1gL7pZQHpZRx4EEgd656OfBc5vML1vqMODellJsBpJQ9g4kjjeZ00R6kwgy3We20wRI+VkxS9nJLNFnrcr1D2WgxNOXId6kOt1GyCawDVgNHgIeAzwP9qmYWapSsmfHkE+fn52xjifN/o4A4B2qAZ4GvSSlTYz5qjWaGMyM8SNliJrtoZLaXyArkvvGCBfayXGE0Xb1EhTJ3pllGz0gbJe/IeACSwK+BNbkHyNcoWaNh+OL8IiHEDuAiBorzm4HzgLNR4rz/AYS4QQixTQixrbm5eRSHrpnu6Cy2wswIgWRhxR8VajprkS2cHt3VZH8f7UDskXLfffexcuVKamtrOeecc3j88ccB1UeourraLm7W0tLCggULADh06JBdaXb58uX85V/+JYlMKvVgPPDAA/axNm7cSEuLCmS/+uqr7X5FCxYssEvyT0JG0ij5DaBECGGpnkuAPcxgRs32Eokhj7Vx40a7X9aNN95IKtXfefKDH/wAIYRtk3feeadtk+eccw6GYdDWNmTbxrFEi/NRZDLY3q5du7jgggtYuXIln/jEJ+jq6gIgHo9z3XXXsXLlSlatWsWLL744+v8BRpMxnl6b6lNsM0IgZYua3FijXI+QFcydb93p1kEaSxobG7ntttt4+eWX2b17N6+++iq1tbX2esMwuO+++/L+duHChezcuZO33nqLxsZGHmvKnz1hpTwnk0m+9KUv8cILL7B7925qa2v54Q9/CMBDDz1k9yu68sorueKKK8bmhEfICBslp1Bv8M8JId5CeQTOqBfhdGA0be/hhx8e8ngPP/wwu3bt4u2336a5ublf/6ujR4+yefPmflOaX/nKV2ybvP3227nooosoLS3Nt+vxQovzUWKy2N7111/P9773Pd566y0uv/xy7rzzTgD+4z/UbeGtt95i8+bN/MM//APpdHqkp62ZIGaEQMrFmmabH/TZgijfNsCw24yMNt///ve5++67Abjpppu45JJLAHjuuef47Gc/y6lTpwgGg3YvoUAgQE1Njf37L3/5y9x11112ob18GIbB2rVrh2wfIqVESklvby9SSrq6ugYUjJRS8vDDD3PNNdec0fmOByNslLxZSlkrpVwppfx8Jth2WjKZbA+gqKgIUFWM4/F4v2ruN910E9///vf7LcvmgQcemHCb1OJ8+EwV23v//fftViYbNmywi1nu2bOHD3/4w4Dq01ZcXMxkzijM1ztttP+mMjNCIOVrNGsVi8zF6r2W6z3K5y0ay5ik9evXs2XLFkD1Eurp6SGRSPDyyy+zbt06Vq1aRWVlJTU1NVx33XX85jf9q7jPmzePD37wg/z85z8veIxoNMprr73Gxo0bATh+/DiXXXbZgO2cTif33HMPK1euZM6cOezZs2dAPaQtW7ZQWVnJ4sWLR3rqmglmMtmexUc+8hFmzZpFMBi0G9g+8cQTVFdXs2rVqry/CYfDbNq0iSuvvDLv+vFEi/PhMVVs75xzzuGJJ5QT8JFHHrH7Aa5atYrHH3+cZDJJQ0MD27dvn/y9ArVCKsiMEEgwUCRlZ7FlT7flm0KbiMDsc889l+3bt9Pd3Y3b7eaCCy5g27ZtbNmyhXXr1mEYBps2beLRRx9lyZIl3HTTTQMKqn3jG9/gzjvvHODiPXDgAHV1dZSVlTFv3jzbRT1nzhyeeuqpAWNJJBLcc8897Nixg+PHj1NbW8vtt9/eb5vJ8KauGR0mk+1ZPP300zQ1NRGLxXj++ecJh8Pcdttt3HLLLQV/85vf/IYLL7xwoqfXNKfBVLA9UHFQP/rRjzj33HPp7u7G5XIB8Fd/9VfMnTuX+vp6vvzlL/OBD3zAbrismXrMCIFkTadZIim3ztFwGO8MNqfTyYIFC/jpT3/KBz7wAdatW8cLL7zAgQMH7NL2QgjWrl3L17/+dR588MEBPYsWLVpEXV3dgLl2ay5+//79vPrqq/abUCGsnkYLFy5ECMGf/dmf8Yc//MFen0wm+eUvf8nVV+sWDdOByWR72Xg8Hj75yU/y+OOPc+DAARoaGli1ahULFiygsbGRNWvWcOLECXv7Bx98UIv2KcZUsD2ApUuX8swzz7B9+3auueYaFi5cCIBpmtx1113s3LmTxx9/nI6OjknvVddZbIUZd4E0jJL784QQL2QK8u0WQlyWWe4UQtwvhHgrU3L/62c6huxU/+zvlsfIikvKJ4rGMzB7/fr1/OAHP2D9+vWsW7eOH//4x9TV1SGE4Pjx47z55pv2toP1LPrBD34Asd4BKfuzZ8/me9/73gBvUC7V1dXs2bMHK3148+bN/foPWT2M5s6dW2gXminGqNpeHoZrez09PXZfrGQyyVNPPcXSpUtZuXIlp06d4tChQxw6dIi5c+fy5ptv2h3cOzs7+f3vfz+lewfOVCa77QGcOqU6DaXTab773e9y4403Ampat7e3F1D3SdM0Wb48t6PR5EJnsRVmXAXSMPthfQsVxLgale3x75nlnwbcUsqVwLnA3wynJ1F2C5CrVs3uty5XKA3HszSenqR169bR1NTEBRdcQGVlJR6Ph3Xr1gFq2uvmm29m6dKl1NXV8dBDD/Fv//ZvA/axYsUK1qxZA25/3ky1P/3TPyUcDrNly5aCc/Fz5szhO9/5DuvXr6e2tpadO3fyjW98w16v39SnH6NqewUYju319vbyyU9+ktraWlatWsWsWbPsh9FgPPa9r7Fh9VL8fv9pnLVmMjAVbO+BBx5gyZIlLF26lDlz5nDdddcBSjitWbOGZcuWcccddwwaC6WZ/IxrL7Zh9sP6f4GDUso7Mtv/HynlB4QQ1wCfQVWZDQGvAH8spSxY4KS+vl7e87Cq3n/e2aF+np/s79Ox+ON0Zax6Eo02uh/WxGJ5S0ez+ae2Pc1wmEq2t+bcevnyK2+M9m774Xc7psR1k4/xjh4bTsn9fwKeEUL8D8AP/Elm+aOo/kRNgA+4aTBxZFFI/GSLJWtKLdfDpNFopibj3RVdo5myTPFpsLFkvAXScEruXwP8TEr5fzIepJ8LIc5BNXxMAXOAEmCLEOJZKeXBfgcYpB/WYL3VNBqNRqMZKVqcTx/GWyANWXIf+AKwEUBK+YoQwgOUo6bXNkkpE8ApIcRWoB7oJ5CklPcC94JyNQ81oPPODnEeeopNo9FoNDOPqZ5pNpaMdxbbkCX3Ud3SPwwghFgGeIDmzPJLhMIP/DHw3pkMQsccaTQajWamI9BZbIMxrkHaAJm0/X8FDOA+KeVtQohbgG1SyicyWW3/AQRQ02//S0r5jBAiAPwUlf0mgJ9KKe8c4ljdwPtjeDpjTTnQMtGDGAFjMf75UspJ341T296Eo21v6qJtbyBjYntCiE2o8Y4lAtgO/EZK+ZuhNp5MjLtAGk+EENumavQ86PFPZab6uevxT12m+rnr8WsmCzOikrZGo9FoNBrN6aAFkkaj0Wg0Gk0O010g3TvRAxghevxTl6l+7nr8U5epfu56/JpJwbSOQdJoNBqNRqM5E6a7B0mj0Wg0Go3mtJm2AkkIsVEI8b4QYr8Q4msTPZ7TQQhxlhDiBSHEu0KId4QQX5roMZ0uQghDCLFDCPHkRI9lvNG2N7Fo29O2N1HMZNubjkxLgSSEMIAfAR9F1U26JlNfaaqQBP5BSrkMVRDzb6fY+AG+BLw70YMYb7TtTQq07WnbmyhmpO1NV6alQEL1bdsvpTwopYwDD6Ia3U4JpJRNUso3M5+7URdc9cSOavgIIeYCHwN+MtFjmQC07U0g2va07U0UM9z2piXTVSBVA0ezvjcyhS60bIQQC4DVwGsTO5LT4l+B/wWkJ3ogE4C2vYlF214f2vbGl5lse9OS6SqQ8nWAmXLpepn2Ko8BX5ZSdk30eIaDEOLjwCkp5faJHssEoW1vgtC2p21votC2Nz2ZrgKpETgr6/tc4PgEjeWMEEI4UTeJ/09K+cuJHs9pcCHwSSHEIZSL/xIhxC8mdkjjira9iUPbnra9iWKm2960ZFrWQRJCmMBe4MPAMeAN4DNSyncmdGDDRAghgPuBNinllyd6PGeKEOJi4GYp5ccneizjhba9yYG2PW17E8VMtL3pyrT0IEkpk8DfAU+jAv0enio3iQwXAp9DvYXszPxdNtGD0gyNtj3NRKFtT6MZXaalB0mj0Wg0Go1mJExLD5JGo9FoNBrNSNACSaPRaDQajSYHLZA0Go1Go9FoctACSaPRaDQajSYHLZA0Go1Go9FoctACSaPRaDQajSYHLZA0Go1Go9FocjAnegCaiUcI4QBuBYqAbVLK+yd4SJoZgrY9zUShbU8zFNqDNM4IIW4XQlwshPhTIcTXhth2gRDi7WHu1yuE+L0Qwsh8v08IcSr390KIjUKI94UQ+7OO/ylU1+8Eqp8TQgiXEOKlTPsCzTRA255motC2p5mKaIE0/pwPvAZcBGwZxf3+FfBLKWUq8/1nwMbsDTI3kR8BHwWWA9cIIZYDfwS8IqX8e+D/AZBSxoHngKtHcYyaiUXbnmai0LanmXJogTROCCHuFELsBs4DXgGuB+4RQvxj5o3pPSHE/UKI3UKIR4UQvsxPDSHEfwgh3hFCPCOE8BY4xF8Aj1tfpJQvAW0526wF9kspD2ZuBA+i3qIagfbMNqms7X+d2a9mCqNtTzNRaNvTTGW0QBonpJRfQd0cfoa6WeyWUtZKKW/JbPJHwL1SylqgC/hiZvli4EdSyhVAB3Bl7r6FEC7gbCnloSGGUQ0czfremFn2S+AjQoj/C7yUtf7tzFg1Uxhte5qJQtueZiqj51nHl9XATmApsCdn3VEp5dbM518A/xN4FGiQUu7MLN8OLMiz33LUTWQoRJ5lUkoZBr6QZ0VKCBEXQgSllN3D2L9m8qJtTzNRaNvTTEm0QBoHhBB1qDeouUAL4FOLxU7ggsxmMudn1vdY1rIUkM/VHAE8wxhKI3BW1ve5wPEhfuMGosPYt2YSom1PM1Fo29NMdfQU2zggpdwppawD9qKCBJ8HPiKlrJNSRjKbzRNCWDeNa4CXT2P/7ag5+6FuFm8Ai4UQNRn39J8DTxTaWAhRBjRLKRPDHYtmcqFtTzNRaNvTTHW0QBonhBAVQLuUMg0slVLmuprfBa7NBDSWAvec5iGeAT6YdbwHUEGRfySEaBRCfEFKmQT+Dng6c7yHpZTvDLLPDwFPneY4NJMMbXuaiULbnmYqI6TM9XBqxhshxALgSSnlOSPYx2rg76WUnxvFcf0S+LqU8v3R2qdmcqFtTzNRaNvTTHa0B2maIKXcAbxgFUwbKRlX9K/1TUIzFNr2NBOFtj3NWKI9SBqNRqPRaDQ5aA+SRqPRaDQaTQ5aIGk0Go1Go9HkoAWSRqPRaDQaTQ5aIGk0Go1Go9HkoAWSRqPRaDQaTQ5aIGk0Go1Go9HkoAWSRqPRaDQaTQ5aIGk0Go1Go9HkoAWSRqPRaDQaTQ7/P5FXQauSRSDPAAAAAElFTkSuQmCC\n",
+ "image/png": "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",
"text/plain": [
- "<Figure size 576x432 with 10 Axes>"
+ "<Figure size 800x600 with 10 Axes>"
]
},
- "metadata": {
- "needs_background": "light"
- },
+ "metadata": {},
"output_type": "display_data"
}
],
@@ -1472,8 +2729,24 @@
},
{
"cell_type": "code",
- "execution_count": 32,
- "metadata": {},
+ "execution_count": 39,
+ "id": "256aad41",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:25:29.178919Z",
+ "iopub.status.busy": "2023-04-12T15:25:29.178628Z",
+ "iopub.status.idle": "2023-04-12T15:25:30.839909Z",
+ "shell.execute_reply": "2023-04-12T15:25:30.839280Z"
+ },
+ "papermill": {
+ "duration": 1.686933,
+ "end_time": "2023-04-12T15:25:30.841606",
+ "exception": false,
+ "start_time": "2023-04-12T15:25:29.154673",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [],
"source": [
"f.savefig(path+prefix+'-inspect-correction.png', dpi=300)"
@@ -1481,37 +2754,77 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "44ae1b17",
+ "metadata": {
+ "papermill": {
+ "duration": 0.023926,
+ "end_time": "2023-04-12T15:25:30.890348",
+ "exception": false,
+ "start_time": "2023-04-12T15:25:30.866422",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"### plotting the fitted correction"
]
},
{
"cell_type": "code",
- "execution_count": 33,
- "metadata": {},
+ "execution_count": 40,
+ "id": "bbdc74e4",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:25:30.939656Z",
+ "iopub.status.busy": "2023-04-12T15:25:30.939310Z",
+ "iopub.status.idle": "2023-04-12T15:25:31.258168Z",
+ "shell.execute_reply": "2023-04-12T15:25:31.257640Z"
+ },
+ "papermill": {
+ "duration": 0.344677,
+ "end_time": "2023-04-12T15:25:31.259483",
+ "exception": false,
+ "start_time": "2023-04-12T15:25:30.914806",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"data": {
- "image/png": "iVBORw0KGgoAAAANSUhEUgAAAbgAAAEoCAYAAAAqrOTwAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzt3XmcXHWZ7/HPU1VdvWbppLOShLAEBAUSiSyDImjQuLEMjiAzDipjxm3G7XoHR6+jODOiXnEZnSU6ClcdFsdRohMFRBhRlhAgsoQtkBBCgCRk772rnvvHOVWprvRS1alTVX36+369+lV1Tp2u83BI11PP7/wWc3dERETiJlHrAERERKKgBCciIrGkBCciIrGkBCciIrGkBCciIrGkBCciIrGkBCciIrGkBCciIrGkBCciIrGUqnUAldbR0eELFy6sdRgiIhKR++67b4e7zxjtuNgluIULF7J27dpahyEiIhExs2dKOU5NlCIiEktKcCIiEktKcCIiEktKcCIiEktKcCIiEktKcCIiEktKcCIiEktKcCIiEkuxG+g9nrk7G7btp6c/m983r72Z9tZ0DaMSERmfaprgzGw58A0gCXzX3a8sen0BcA0wNTzmcndfXfVAq+Sup1/iku/cM2jfy2ZP4lcfPbNGEYmIjF81S3BmlgS+DZwDbAHuNbNV7r6+4LDPADe4+7+Y2fHAamBh1YOtkt1d/QB87m3HM6+9hWvu2sTjL+yrbVAiIuNULe/BnQJscPen3b0PuA44r+gYByaHz6cAW6sYX9Vlsg7AGUd3sOz4WSyY1pLfJyIi5allE+VhwLMF21uAU4uO+Rxws5n9FdAKLKtOaLWR9SCZJRIGQEMyQX8mO9KviIjIMGpZwdkQ+4rLlXcCV7v7PODNwA/M7KCYzWyFma01s7Xbt2+PINTqyFVrSQsuTSphDKiCExEZk1omuC3A/ILteRzcBHkZcAOAu98FNAEdxW/k7ivdfam7L50xY9QlgupWPsGFFVwqmWAgowQnIjIWtUxw9wKLzOwIM0sDFwOrio7ZDLwewMyOI0hw47dEG0VxE2UqYfRn1UQpIjIWNUtw7j4AfBi4CXiUoLfkI2Z2hZmdGx72CeB9ZvYH4Frg3e4e25Imd7st30SZNNxRRxMRkTGo6Ti4cEzb6qJ9ny14vh44o9px1UomrNYS4deOhmTwpD+TJZlI1iosEZFxSVN11ZGhOpkA6mgiIjIGSnB1JNefpLCTCUBGHU1ERMqmBFdHskW9KBuSwaM6moiIlE8Jro5kvGiYQHgzTkMFRETKpwRXR3L34BIFvSgBzWYiIjIGSnB1ZLgmSnUyEREpnxJcHck3UYYVXDLfRKkKTkSkXEpwdSRXweUnW07kmihVwYmIlEsJro5k3PPNk1AwTEBNlCIiZVOCqyOZ7IHmSSjoZKJhAiIiZVOCqyNZ9/w0XQANGiYgIjJmSnB1ZCDjQ1Zw6mQiIlI+Jbg6ElRwBxLcgZlMVMGJiJRLCa6OZLKen2AZCmcyUQUnIlIuJbg6cnAvSg0TEBEZKyW4OpLNen6aLjhQwWmYgIhI+ZTg6kgmO3QFN6BhAiIiZVOCqyMZH1zB5YYJqIlSRKR8SnB1JDtcBadOJiIiZVOCqyMZZ+hOJroHJyJSNiW4OhJ0Mjmw3aBhAiIiY6YEV0eG7WSie3AiImVTgqsjA0XDBBrC1QS04KmISPmU4OpItnigd0KdTERExkoJro4UN1HmnquTiYhI+ZTg6khxBWdmpBKmCk5EZAyU4OpIJjt4uRwIOproHpyISPlqmuDMbLmZPW5mG8zs8mGOeYeZrTezR8zsP6odYzVlsoOXy4FgqEC/KjgRkbKlanViM0sC3wbOAbYA95rZKndfX3DMIuBTwBnuvsvMZtYm2urIuucnWM5JJU3DBERExqBmCQ44Bdjg7k8DmNl1wHnA+oJj3gd82913Abj7tqpHWUWZrNOYKm6iTPDo83v5wV2bAGhsSHLe4rk0ppLVD1BEZBypZYI7DHi2YHsLcGrRMccAmNnvgSTwOXf/VfEbmdkKYAXAggULIgm2GjLOQU2U89qbWfvMLtY+syu/r6MtzeteNqva4YmIjCu1THA2xL7itrgUsAg4C5gH3GFmr3D33YN+yX0lsBJg6dKl47Y9L5t1kkVX5foVp7O3px+ADdv2c/HKu+nu0z05EZHR1DLBbQHmF2zPA7YOcczd7t4PbDSzxwkS3r3VCbG6isfBAaRTCTraGgHY3RUkOq0PJyIyulr2orwXWGRmR5hZGrgYWFV0zM+AswHMrIOgyfLpqkZZRZmiqbqKNWhuShGRktUswbn7APBh4CbgUeAGd3/EzK4ws3PDw24CXjKz9cBtwCfd/aXaRBy9jB9cwRVK5eemVAUnIjKaWjZR4u6rgdVF+z5b8NyBj4c/sZcdYhxcodzclFrhW0RkdJrJpI5k3PNJbCiafFlEpHRKcHVkqKm6CqW0fI6ISMmU4OrIaE2U+U4mSnAiIqNSgqsjGR+lggun8VITpYjI6JTg6kgme/BMJoXUyUREpHRKcHUkWA9u+NcTCSNhGiYgIlIKJbg6MlonEwg6mugenIjI6JTg6shonUwAGhJaPkdEpBRKcHVktE4mEFZw6mQiIjIqJbg6MjDEZMvFGpJGv5ooRURGpQRXR0ppokwlVMGJiJRi1ARnZj8wsykF24eb2a3RhjUxldJEmUyYOpmIiJSglArud8A9ZvZmM3sfcAvw9WjDmnjcHXdKaqJUJxMRkdGNupqAu/+bmT1CsFzNDmCJu78QeWQTTCasykZLcMEwATVRioiMppQmyncB3wP+HLgaWG1mJ0Uc14ST8RITXMI0k4mISAlKWQ/uQuDV7r4NuNbMfkqQ6JZEGdhEkyvKRlrRG6BBwwREREpSShPl+UXba8zs1OhCmji+evPjXH/vswDk+o2MtB4cQCqpTiYiIqUoa0VvM7vf3V/p7n1RBTSR/G7DDpIJ46xjZwBB8+QbXz57xN9JaSYTEZGSlJXggJHLCylLV2+GE+dN4Yt/fGLJv5NKqJOJiEgpyh3o/d+RRDFBdfYN0Jou7ztGKqlOJiIipSg5wZlZK/B3EcYy4XT1ZWhpTJb1Ow0aJiAiUpJhE5yZJczsEjP7bzPbBjwGPG9mj5jZV8xsUfXCjKfO3jFUcLoHJyJSkpEquNuAo4BPAbPdfb67zwReA9wNXGlmf1aFGGNpIJOldyBLS5kJrkHrwYmIlGSkT9dl7t5fvNPddwI/AX5iZg2RRRZzXf0ZAFrLbKJMJkzj4ERESjBsBZdLbma2rPg1M7u08BgpX1dvkODKreDUyUREpDSldDL5rJn9i5m1mtksM/s58LaoA4u7zr4BoPwKrkHDBERESlJKgnst8BSwjmBlgf9w97dX4uRmttzMHjezDWZ2+QjHvd3M3MyWVuK89eBQKjh1MhERGV0pCa4dOJUgyfUCh5uNMmFiCcwsCXwbeBNwPPBOMzt+iOMmAX8N3HOo56wn+QouPZZhAkpwIiKjKSXB3Q380t2XA68C5gK/r8C5TwE2uPvT4dRf1wHnDXHcF4AvAz0VOGfd6AoTXEvjWIYJqIlSRGQ0pSS4Ze7+PQB373b3vwaGbU4sw2HAswXbW8J9eWa2BJjv7r8Y6Y3MbIWZrTWztdu3b69AaNHrDJsoy63gkkmjXxWciMioRhrovRDA3TcXv+buv7XAvEM491DNnPlPbjNLAF8DPjHaG7n7Sndf6u5LZ8yYcQghVc9YK7iGhJbLEREpxUifrl8Jk8yNwH3AdqAJOBo4G3g9wdRdW8Z47i3A/ILtecDWgu1JwCuA28NbfrOBVWZ2rruvHeM5a+qZlzrZ2x0ktqe2dwLlV3CppJF1yGadxChL64iITGTDJjh3/5Ow08efAu8F5gBdwKPAauAf3P1Q7ovdCywysyOA54CLgUsKzr8H6Mhtm9ntwP8ar8ntud3dvPYrtw/al04lxjSTCcDDW/eQSgTPF3a0lP0+IiJxN+KnoruvBz4dxYndfcDMPgzcBCSB77n7I2Z2BbDW3VdFcd5a2d0VLKH3wbOO4pUL2gGYM7WJdKq8BR3awibNc791oJ/P8pfP5l/fdXKFIhURiYdhE5yZ/aO7/234/Bx3v6XSJ3f31QTVYOG+zw5z7FmVPn815cZmL1nQzrLjZ435fd6xdD6HTW3ODxX4+q+fYMf+3kqEKCISKyOVD8sLnn8p6kDiLuNBQkqWuwJfkeZ0kmXHz2L5K2az/BWzmTOlid4BdToRESl2iB+3UqpMWHFVYIz8II2pJL0DmYq+p4hIHIx0D26mmX2coDt/7nmeu18VaWQxk81VcBVOcOlUQhWciMgQRkpw3yHoql/8XMYgV8ElK9y1vzGVoE8JTkTkICMNE/h8NQOJu2yY4BKVbqJsUAUnIjIU3YOrkgOdTCK4B9eve3AiIsWU4KrkQBNlZd+3UffgRESGpARXJWEBV/kmylSSgaznE6iIiARGnd/JzBqBC4GFhce7+xXRhRU/kXUyaQi+o/QNZGkuc15LEZE4K2UCwxuBPQQTLmvKjDHK3YOrfAUXJLjegYwSnIhIgVIS3LxwsVM5BNmIKrh0PsHpPpyISKFS7sHdaWYnRB5JzEXZixKgt18JTkSkUCkV3KuBd5vZRoImSgPc3U+MNLKYyUQ1Dq6giVJERA4oJcG9KfIoJoBsZBWcmihFRIYyahOluz8DTAXeFv5MDfdJGTJh/qn0XJSNDWETpRKciMggoyY4M/sI8CNgZvjzQzP7q6gDi5v8VF0RDPQGNVGKiBQrpYnyMuBUd+8EMLMvAXcB/xRlYHETXScTNVGKiAyllHrCgMLyIBPukzLkB3pHsFwOqBeliEixUiq47wP3mNlPw+3zgX+PLqR4ynUySUQ1TEBNlCIig4ya4Nz9KjO7nWC4gAHvcfcHog4sbqKq4NREKSIytGETnJlNdve9ZjYN2BT+5F6b5u47ow8vPvLj4CKci1JERA4YqYL7D+CtBHNQFk5Vb+H2kRHGFTvRjYMLmij3dPezp6ufZNJoayyl5VlEJN5GWtH7reHjEdULJ76iGgfX1JAgYfCVmx7nKzc9DsC//tkrWf6KORU9j0B/Jsv3freRzt6B/L6jZrZx3uLDahiViAynlOVybnX314+2T0Z2oJNJZd+3MZVk5buWsnlnF5ms8w+rH+XpHZ2VPYkAcNdTL/HFXz4GgFmwxl8qYZx70lyswl9cROTQjXQPrgloATrMrJ0DQwMmA3OrEFusRNXJBGDZ8bMAcHeu/NVjgyoMqZzHXtgLwLrPnsPUljT/9j9P8cVfPkZXX4ZWNQuL1J2R/ir/EvgoQTK7jwMJbi/w7Yjjip2oFjwtZGa0ppN09mrIQBQee2EfsyY3MrUlDUBbU/Dns793QAlOpA6NdA/uG8A3zOyv3D2SWUvMbDnwDSAJfNfdryx6/ePAXwADwHbgveN1HsysO2ZE3pTV1phivyq4itjb08+9Gw90Fl737G6OnT05vz2pqQGAfT39zJrcVPX4RGRkpXztzJrZVHffDRA2V77T3f/5UE5sZkmCSvAcYAtwr5mtcvf1BYc9ACx19y4z+wDwZeCiQzlvrWSyXvGlcobS2phSE+UYbX6pix2dwaL17vDpnz7EYy/sG3TMW0440HlnUli17evR9RapR6UkuPe5e75J0t13mdn7gENKcMApwAZ3fxrAzK4DzgPyCc7dbys4/m7gzw7xnDWTcY/k/luxVlVwY7K3p5/XX3U7/RkftP/LF57Iy+ZMAoK1/I6ZNSn/2qSCJkoRqT+lJLiEmZl70A0wrLzSFTj3YcCzBdtbgFNHOP4y4JdDvWBmK4AVAAsWLKhAaJWXzXrFe1AOpU0V3Jhs29tLf8b54FlHccoR0wCYNbmJ4+ZMHvZ3cvfgVMGJ1KdSEtxNwA1m9q8EA7zfD/yqAuceqpzxIfZhZn8GLAVeO9Tr7r4SWAmwdOnSId+j1jLZaHpQFmttTLJ9X2/k54mbnZ19APzRUR28elFHSb+TG1C/XwlOpC6VkuD+hqBH5QcIktLNwHcrcO4twPyC7XnA1uKDzGwZ8Gngte4+bj+5s+4Vn6ZrKGqiHJtcgmtvbSj5d3KdTPb29EcSk4gcmlImW86a2dXAb9z98Qqe+15gkZkdATwHXAxcUniAmS0B/g1Y7u7bKnjuqstkPdIhAjltjSk6+5TgyrWrK0hw01pLb33PV3D6QiFSl0pZ0ftcYB1hs6SZLTazVYd6YncfAD5M0AT6KHCDuz9iZleE5wT4CtAG/NjM1lXivLWSrWInE92DK1++gmspPcElE8G4Q92DE6lPpTRR/h1Bj8fbAdx9nZktrMTJ3X01sLpo32cLni+rxHnqQbWaKNsaU/RnnN6BTH4iZhndrs4+WtNJmhrKu2ZtTSndgxOpU6UkuAF336O59g5NJlulCi4dfEB39irBlWNnVx/tZTRP5kxqauD+zbu46uag9f4NL5/NKw6bUunwRGQMSklwD5vZJUDSzBYBfw3cGW1Y8ZPJRjtNV05uyqh/vm0Dk5uDThCL50/lzGNmRH7u8WxnZ19Z999yTpw3hZ8+8Bz/dNsG3OEPW/ZwzXtPiSBCESlXKQnurwh6MfYSrBF3E/D3UQYVR0ETZfTnOXpmG+lkgu/+bmN+37z2Zn73N6+L/uTjyG2PbeOKX6zPr/Lw/J4eTj9yetnvc9U7FnPVOxYD8NHrHuDeTbsqGqeIjN2ICS4c1P15d/8kQZKTMapWE+WSBe089oXl+QGF/7j6Ua5dszny8443d298iWde6uTck4KFMZbMh/OXHNq6botmTeJn67ayv3dAi86K1IER/wrdPWNmJ1crmDjLVKmTCTDoPNNa03T1Zejpz5TdgSLOevoyTGpq4OsXL6nYex49sw2Ah5/bwwnhfbh0KkFDsgqlu4gcpJSvmQ+E3fN/DORX0nT3/4osqhjKVqmCK5a7r7Srq485U5qrfv561d2fobnCCf/YcJ7Ki1fend83pbmBO/7mbCY3lT6AXEQqo5QENw14CSi8ieOAElwZqjXQu1huXNfOTiW4Qj39WZoaKltZLexo5esXLWbbvh4ANu7o4to1m3nyxX2cfPi0ip5LREZXyj24B939a1WKJ7ayXp3lcoq1twSVw65OTSdVqDuiJtvC+3ibdnRy7ZrNPLW9UwlOpAZG/Arr7hng3JGOkdLUqoIrbKKUA3r6MzSno70nOa+9mXQywVPb90d6HhEZWilNlHea2beA6xl8D+7+yKKKoYxTtU4mhdqV4IbU3Vf5e3DFUskEh09v4f5ndvE/T2wHIGFw8uHttKTVy1IkaqX8lf1R+HhFwT5n8D05GUXQyaT6550aDvbOzbUoge7+DFOao+/4cfzcydy4biuXfm9Nft9Hly3io8uOifzcIhNdKasJnF2NQOKuVk2UqWSCqS0NfPPWJ/nn258CoLkhyX++/3QWFaxOPdH09GdoiriJEuAfLjiBPz99YX77L3+wlud2dUd+XhEpIcGZ2RSCCZfPDHf9D3CFu++JMrC4ydSokwnAP5x/Ag89F/zv2tXZx/Vrn+Wp7fsneILL0lSFuTrbGlOcfHh7fnvW5CZ27B+3yxqKjCulNFF+D3gYeEe4/S7g+8AfRxVUHGWzTjpVmwG/bzlxDm85cQ4Am1/q4vq1z9LZm6lJLPWiuz9Dc7r6/z862hp5Sc3FIlVRSoI7yt0vLNj+vJmtiyqguMp4bZooi7U2hqsNTPBFUavRyWQoHW2NPPnivqqfV2QiKuUrbLeZvTq3YWZnALqJUKZstnZNlIVyqw1M5ArO3SOZyaQUHZPS7Njfh7uPfrCIHJJSKrgPANeE9+IAdgHvjiyimKqXCq4xlSBh0DWBK7jegSxAVTqZFOtobaQvk2Vvz0BVenGKTGSl9KJcB5xkZpPD7b2RRxVDmSx1UcGZGa3pFPt7J26C6+kPqtdaVXAAO/b3KsGJRKyUXpT/CHzZ3XeH2+3AJ9z9M1EHFydBE2Wtowi0NqbomsBNlN1hgqvF6goz2poAeNM37sj/ezhuzmT+6wN/hNXBFyCROCmlifJN7v63uQ1332VmbwaU4MpQL02UAC2NSfZP4CbK7r7aVXCvOqKdjy07Jt9E/OS2/fzmsW08t7ubee0tVY9HJM5KSXBJM2t0914AM2sGGqMNK36y2eqtBzea1nSKrgncRFnLCq4xleQjyxbltx9+bg+/eWwbD2zerQQnUmGlJLgfArea2fcJpuh6L3BNpFHFUMZrsx7cUFobk3T2Tawmyh/c/QyPhIPdd+wPxqFFPdlyKY6dPYmmhgTfueNp1mzcCUBDMsH7X3skMyc31Tg6kfGtlE4mXzazB4FlgAFfcPebIo8sZmo1VddQWtMpXtjbU+swquqLqx8FYFJT8E/+yI7W/ArctdSQTHDBksO46ZEX2RJO4bWzs4+OSWk+eNbRNY5OZHwraUpzd/8V8KuIY4m1ehkHB9DSmKJrAlVwuXFvHz77aD7xhmNrHc5BvvjHJ/LFgnmBzvzybTz4rGbCEzlUWrOjSrIOydrM1HWQtsYknRPoHlxfJot7be65jcVJ86dy36ad9IXj9QAakqZeliJlUoKLyK7OPtZs2kluwoquvoG6aaJsSacmVILr6Q8SRWON5gIt10nzpvDzP2zlmM/8Mr/vNYs6uOY9p9RNRyWR8aCUcXAfcfdvjLZvLMxsOfANIAl8192vLHq9Efh/wMnAS8BF7r7pUM9bDVfd8gQ/uPuZQfvaW9I1imaw1nTQyeSTP/5Dft+bT5zD2cfOrGFU0emtYa/JsfiTk+eTdac/E3w72rq7mx/ds5m3fet3+aENU1sa+ML5r2DOlOZahipS10qp4C4lSEKF3j3EvrKYWRL4NnAOsAW418xWufv6gsMuA3a5+9FmdjHwJeCiQzlvtWzf18vh01v4lz89GQAz6qJTA8DShdOYP62Z32/YAQS9Cl/Y2xPbBJer4MZLgpvS0sCKM4/Kb7s7bY0pHt564L7cHU/u4CPXruP0o6YDsGBaCxcsOUwVnkiBYROcmb0TuAQ4wsxWFbw0iaCaOlSnABvc/enwfNcB5wGFCe484HPh8/8EvmVm5iPMVLu/d4A7n9pRgfDK87LZk5nWeqBC29Pdz4y2Ro6fO7nqsYzmzGNmcMf/PrAg+8Ur78rPzxhHPQO5Cm58NFEWMzM+9ebjBu37/u838oVfrGfNpp35fX/zkwfJ3aZLJRK84eWz6Gg7MGR1Wmua6QX/RpMJY9bkpoM6PxXf6ivcTCaMkw9vJxXeUO4byHL/5l1kNXm01KGRKrg7geeBDuCrBfv3AQ9W4NyHAc8WbG8BTh3uGHcfMLM9wHRgUAYzsxXACoD07KO55Dv3VCC88iw7bibfvfRV+e29Pf3MGifjmNKpJHu7+2sdRmRyc09WY4HTannPGUfwnjOOAIIK7+cPPs9jzx+YJvbFvb38+tEXyWQ9f0ylxj6ev3guf3/BCQB87Pp13LL+xYq8r0ilDZvg3P0Z4Bng9IjOPVRbSvHXwFKOwd1XAisBjjthsX9/xWmHHl0Zrrr5ifwYppw93f0cM05WzG5MJeJdwY2zJspymRnnnjSXc0+aO+Jxe7r7B60i0dufZXvR6uLFhVhxY8kvH36Bq+/cxM/Wbc3ve/9rj+KsY2eMMXqR8p3+pdKOK6WTyT4OJJU00AB0uvuhtr1tAeYXbM8Dtg5zzBYzSwFTgJ2MoLUxxWlHTj/E0Mpz1Mw2bln/wqB9e7v7mdw0PjqpplMJ+gbiOy4uX8GN0ybKSpnS3HDQCgYLO1rLeo8lC9o5fs5k9oQV/7TWNOctnptvshSpJ6XMZDKoDDGz8wnunx2qe4FFZnYE8BxwMcE9v0KrCDq53AW8HfjNSPffaqWjLc3Ozr78bCXZrLOvd/ys99WYjHsFN756UdazdCrBO141f/QDRepA2V+73P1nwOtGPXD09xkAPgzcBDwK3ODuj5jZFWZ2bnjYvwPTzWwD8HHg8kM9bxQ62hrJOuzqCuY43Nc7gDtMHi8JriExaFBx3PQMxLuJUkSGVkoTZcEkQiSApQxxH2ws3H01sLpo32cLnvcAf1KJc0Up11Ntx/5eOtoa8x02xkuCSycT9GVinOD61EQpMhGVcpPobQXPB4BNBN33JTS9Leh6/VI4S33u/sR4aaJMpxL09sc4wQ2oiVJkIirlHtx7qhHIeFZYwQEHKrim8ZHgGlPJeFdwugcnMiGV0kR5JMGsJacRNE3eBXwsN0BbYEaY4D7zs4f5x9WP5jtsjKcKLpN1BjLZWPaGyw8TGCdzUYpIZZTSRPkfBFNqXRBuXwxcy8GDsiesKS0NfPKNx/Lszq5B+46ZVR9Tc40mNwlxX2wTXIZUwmL53yYiwyslwZm7/6Bg+4dm9uGoAhqvPnT2+F2cMp06MO1SncwHXVE9/Vk1T4pMQKUkuNvM7HLgOoImyouA/zazaQDuPuLAa6l/uQQX17FwPQMZ9aAUmYBKSXC52fv/smj/ewkS3pEVjUiqrjGcozGuY+F6+jP5/0YRmThKSXDHhePR8sysqXifjF8HKrh4TNf18HN7+OtrH8hXpDs7+5g7dXxMfC0ilVNKgrsTeGUJ+2ScaoxZE+Uftuzm6R2dvOXEOfkVBF6zqKPGUYlItY20HtxsguVqms1sCQdm9p8MtFQhNqmSwk4mcdDZG8yYf+Ufn8CkcTIWUUQqb6QK7o0EK3fPA64q2L8P+NsIY5Iqa0zGq4Lb3xs0tbamx8dqDiISjZHWg7sGuMbMLnT3n1QxJqmyxob4VXAt6SSJxFDLCYrIRFHKV9xXmNnLi3e6+xURxCM1kE7GqxdlZ+8ArY2q3kQmulI+BfYXPG8C3kqwvI3ERK6Ci08T5QBtSnAiE14pky1/tXDbzP4vwUKkEhPpZG6qruGHCWSzzo/ueYa9PQP5fQunt/KWE+dEHl+5uvoytDZq3JvIRDeWr7ktaHB3rOTHwY2wZM69m3byf258ZNA+M1h2/PK6G0S9v3dAHUxEpKTVBB7iwAKnSWAGoPtvMVI42fJwHnpuDwB3Xv46prelufaezXzu5+vZ3dXPrMn1leA6ewf4dFB/AAAPmElEQVSYPVkDu0UmulK+5r614PkA8KK7Dwx3sIw/uYmI/27VI3z+5+sBmDWpkWtXnMbh01sBeGTrXmZNbmTu1GYAZkwKEsiurj5m1VkyUScTEYHS7sE9Y2YnAa8Jd/0WeDDSqKSqWhtTfOnCE3h2ZzcAjvP932/ismvWcmRHkODWbNrJyQva87/T3hIMoN7V2V/9gEexv1f34ESktCbKjwDvA/4r3PUjM1vp7v8UaWRSVRe9asGg7aNntrHytxvZHK5xN2dKMxeePC//entrsK7O7q6+6gVZok7dgxMRSmuivAw41d07AczsSwSreivBxdgFS+ZxwZJ5w77eHi4ct7POElwm63T3Z9REKSKlLXgKFPYfz3BgXkqZoKaGTZS7u2rfRLm7q4+NOzoB6O4P/qlqHJyIlPIp8H3gHjP7abh9PvDv0YUk40FTQ5KWdJJdnbWv4N7/w/u4++nB6+5Ob4vh0uQiUpZSOplcZWa3A68mqNze4+4PRB2Y1L/2lnRdNFFu39fLKQun8YGzjwKCgeuvWjitxlGJSK2V1I7j7vcD90cci4wz7a0N/PaJ7Vz6vTUAXHjyPM49aW7V4+jpzzJ/WgtnHzuz6ucWkfqVqHUAMn5dsGQeh7W3sLu7n/ue2cX1926uSRzd/Rma0/qnLCKD1eRTwcymmdktZvZk+Ng+xDGLzewuM3vEzB40s4tqEasM77JXH8GNHzqDGz90BqceMa1mHU66+zI0N2jcm4gMVquvvZcDt7r7IuDWcLtYF/Dn7v5yYDnwdTObWsUYpQxTWhpqkuCy4bCAZo17E5EitUpw5wHXhM+vIeiZOYi7P+HuT4bPtwLbCObBlDrU3pJmVw06nOSW+FEFJyLFapXgZrn78wDh44i9A8zsFCANPFWF2GQM2lsa6OrL0Dsw/JI7UciNe2tu0D04ERkssnYdM/s1MHuIlz5d5vvMAX4AXOruQ053b2YrgBUACxYsGOoQidiUcGaTPV39zKzi6gL5BJdWBScig0WW4Nx92XCvmdmLZjbH3Z8PE9i2YY6bDPw38Bl3v3uEc60EVgIsXbrUhztOopOffLmrn5lVXF2guy+X4HQPTkQGq1W7zirg0vD5pcCNxQeYWRr4KfD/3P3HVYxNxiA3N2W178PlE5zuwYlIkVoluCuBc8zsSeCccBszW2pm3w2PeQdwJvBuM1sX/iyuTbgymgNzU1Y5wfUrwYnI0GrSruPuLwGvH2L/WuAvwuc/BH5Y5dBkjKaGFdx37tjIzetfBKCjrZHLl7+MRCK6ubl1D05EhqMbF1IRMyc1csoR09i6u5sX9/bQ1ZdhZ2cfl5yygIXhoqlRUBOliAxHCU4qoiGZ4Ia/PD2/vfqh5/ngj+6nJ+JhAz2q4ERkGBo8JJFoCsel9fQPObKjYrpUwYnIMJTgJBKNqSDh5CqsqOgenIgMRwlOInGggqtSE6UqOBEpontwEolcBZebK7KS1m7ayZdvepxs1tm6u5tkwmhIRtdTU0TGJ1VwEommhuiaKG9/fDtrNu6ksSHBETNaee8ZCzFTghORwVTBSSRyTZS9EXQy6ewboK0xxY/+4rSKv7eIxIcqOIlEvoKLYJhAd1+GFnUqEZFRKMFJJKJsouzsy9DaqMYHERmZEpxEoikV3Ti4rt4BVXAiMiolOIlEKpkglbBIKrguNVGKSAmU4CQyTQ3JaCq4vgFatP6biIxCCU4i09SQiKSTSXAPThWciIxMCU4i05hKRtJE2d2XoblBFZyIjEwJTiLT1JCIbBycKjgRGY0SnEQmqgquqzeje3AiMiolOIlMFPfg+jNZ+jJZWtWLUkRGoQQnkYmiF2V+/TclOBEZhRKcRCZIcJWt4Lr6BgA0k4mIjEqfEhKZpoYEz+/p4apbngDAgAuWHMbCjtYxv2eugtNAbxEZjRKcROblc6ew+qEX+OatT+b37enu53Pnvrys9/n+7zfyyNa9AOzu6gegVZ1MRGQU+pSQyHzo7KP50NlH57fP/PJt7OrqK+s9ntvdzRW/WM/U5oZ8z8mjZ7Zx7OxJFY1VROJHCU6qZmpLQ74CG862vT189eYn6A17X27e2YU7rPrwq5k/raUaYYpITCjBSdVMaW5gT/fICe6OJ3dw/dpnOWxqM6lksEr3O09ZoOQmImVTgpOqmdqSZsuu7hGPyfWS/NmHzmDGpMZqhCUiMVWTYQJmNs3MbjGzJ8PH9hGOnWxmz5nZt6oZo1Te1OYGdo9yD65TvSRFpEJqNQ7ucuBWd18E3BpuD+cLwP9UJSqJ1NSWoIkym/Vhj8kP5G5QghORQ1OrBHcecE34/Brg/KEOMrOTgVnAzVWKSyI0pbmBrMO+3oFhj+nuG6C5IUkiYVWMTETiqFYJbpa7Pw8QPs4sPsDMEsBXgU9WOTaJyNSWNAB7RuhJqbXeRKRSIutkYma/BmYP8dKnS3yLDwKr3f1Zs5G/zZvZCmAFwIIFC8oJU6poanMDwIg9Kbv7MppnUkQqIrIE5+7LhnvNzF40sznu/ryZzQG2DXHY6cBrzOyDQBuQNrP97n7Q/Tp3XwmsBFi6dOnwN3ikpqa2BAnuku/cnR8CsGjWJK5fcRq5LzGdvQOapUREKqJWnySrgEuBK8PHG4sPcPc/zT03s3cDS4dKbjJ+nDhvKh86+yj29QT34NZv3cuajTvp6svkJ0/u7lcFJyKVUasEdyVwg5ldBmwG/gTAzJYC73f3v6hRXBKhdCrBJ9/4svz2DWufZe0zu9jZ2ZdPcKrgRKRSavJJ4u4vAa8fYv9a4KDk5u5XA1dHHphUVUdb0Olkx/7e/EwlXX0ZprdpgLeIHDqtByc1M701SGQv7T8w+LurL6PVukWkIpTgpGamtQYV3M7OwQmuWU2UIlIBSnBSM9NzTZSdvfl93X0DquBEpCKU4KRmWtIpWtLJfBOlu9PVn9E8lCJSEWoLkpqa1ppm445OHtqyh75MBndoadQ/SxE5dPokkZqaO6WZ3zy2jd88dmCs/7RwSi8RkUOhBCc19fWLF7N+6978dippnH7U9BpGJCJxoQQnNTV3ajNzpzbXOgwRiSF1MhERkVhSghMRkVhSghMRkVhSghMRkVhSghMRkVhSghMRkVhSghMRkVhSghMRkVhSghMRkVgyd691DBVlZvuAx2sdxzjQAeyodRDjgK5TaXSdSqPrVJrRrtPh7j5jtDeJ41Rdj7v70loHUe/MbK2u0+h0nUqj61QaXafSVOo6qYlSRERiSQlORERiKY4JbmWtAxgndJ1Ko+tUGl2n0ug6laYi1yl2nUxEREQgnhWciIhIvBKcmS03s8fNbIOZXV7reGrJzL5nZtvM7OGCfdPM7BYzezJ8bA/3m5l9M7xuD5rZK2sXefWY2Xwzu83MHjWzR8zsI+F+XacCZtZkZmvM7A/hdfp8uP8IM7snvE7Xm1k63N8Ybm8IX19Yy/irzcySZvaAmf0i3NZ1KmJmm8zsITNbZ2Zrw30V/7uLTYIzsyTwbeBNwPHAO83s+NpGVVNXA8uL9l0O3Orui4Bbw20Irtmi8GcF8C9VirHWBoBPuPtxwGnAh8J/M7pOg/UCr3P3k4DFwHIzOw34EvC18DrtAi4Lj78M2OXuRwNfC4+bSD4CPFqwres0tLPdfXHBcIDK/925eyx+gNOBmwq2PwV8qtZx1fiaLAQeLth+HJgTPp9DMGYQ4N+Adw513ET6AW4EztF1GvEatQD3A6cSDMRNhfvzf3/ATcDp4fNUeJzVOvYqXZ954Yfz64BfAKbrNOR12gR0FO2r+N9dbCo44DDg2YLtLeE+OWCWuz8PED7ODPdP+GsXNg8tAe5B1+kgYbPbOmAbcAvwFLDb3QfCQwqvRf46ha/vAaZXN+Ka+Trwv4FsuD0dXaehOHCzmd1nZivCfRX/u4vTTCY2xD51ES3NhL52ZtYG/AT4qLvvNRvqcgSHDrFvQlwnd88Ai81sKvBT4LihDgsfJ+R1MrO3Atvc/T4zOyu3e4hDJ/R1Cp3h7lvNbCZwi5k9NsKxY75OcargtgDzC7bnAVtrFEu9etHM5gCEj9vC/RP22plZA0Fy+5G7/1e4W9dpGO6+G7id4J7lVDPLfUkuvBb56xS+PgXYWd1Ia+IM4Fwz2wRcR9BM+XV0nQ7i7lvDx20EX5hOIYK/uzgluHuBRWGPpTRwMbCqxjHVm1XApeHzSwnuOeX2/3nYW+k0YE+uqSDOLCjV/h141N2vKnhJ16mAmc0IKzfMrBlYRtCJ4jbg7eFhxdcpd/3eDvzGw5sncebun3L3ee6+kODz5zfu/qfoOg1iZq1mNin3HHgD8DBR/N3V+mZjhW9cvhl4guD+wKdrHU+Nr8W1wPNAP8E3oMsI2vdvBZ4MH6eFxxpBD9SngIeApbWOv0rX6NUETR0PAuvCnzfrOh10nU4EHgiv08PAZ8P9RwJrgA3Aj4HGcH9TuL0hfP3IWv831OCanQX8QtdpyGtzJPCH8OeR3Gd1FH93mslERERiKU5NlCIiInlKcCIiEktKcCIiEktKcCIiEktKcCIiEktKcCIRMLM7I3jPhWZ2SQXf6+HRjxQZv5TgRCLg7n8UwdsuBCqS4EQmAiU4kQiY2f7w8Swzu93M/tPMHjOzH4UzqOTWxPpSuNbaGjM7Otx/tZm9vfi9gCuB14RraH2s6HzXm9mbC7avNrMLw0rtDjO7P/w5KPGa2bvN7FsF27/IzaVoZm8ws7vC3/1xOG+nyLigBCcSvSXARwnWKTySYM7CnL3ufgrwLYJ5C0dyOXCHB2tofa3oteuAiwDCqepeD6wmmM/vHHd/Zfj6N0sN2sw6gM8Ay8LfXwt8vNTfF6m1OK0mIFKv1rj7FoBwyZmFwO/C164teCxOWuX4JfBNM2skWOj2t+7ebWZTgG+Z2WIgAxxTxnueRpCUfx8WnWngrkOIUaSqlOBEotdb8DzD4L87H+L5AGHrSticmR7tBO7eY2a3A28kqNRyifNjwIvASeF79gzx6/nzhZrCRwNucfd3jnZ+kXqkJkqR2rqo4DFXHW0CTg6fnwc0hM/3AZNGeK/rgPcAryFYLRqCJVied/cs8C4gOcTvbSJY6y1hZvMJli4BuBs4o+DeYIuZlVMBitSUEpxIbTWa2T3ARwiqLYDvAK81szXAqUBnuP9BYMDM/lDcySR0M3Am8Gt37wv3/TNwqZndTdA82TnE7/0e2EgwU/v/Be4HcPftwLuBa83sQYKE97JD+G8VqSqtJiBSI+HCmEvdfUetYxGJI1VwIiISS6rgREQkllTBiYhILCnBiYhILCnBiYhILCnBiYhILCnBiYhILCnBiYhILP1/GodygFFJw+kAAAAASUVORK5CYII=\n",
+ "image/png": "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",
"text/plain": [
- "<Figure size 432x288 with 1 Axes>"
+ "<Figure size 600x400 with 1 Axes>"
]
},
- "metadata": {
- "needs_background": "light"
- },
+ "metadata": {},
"output_type": "display_data"
}
],
"source": [
- "f = boz.inspect_Fnl(params.get_Fnl())"
+ "f = boz.inspect_Fnl(boz.ensure_on_host(params.get_Fnl()))"
]
},
{
"cell_type": "code",
- "execution_count": 34,
- "metadata": {},
+ "execution_count": 41,
+ "id": "0086354c",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:25:31.309458Z",
+ "iopub.status.busy": "2023-04-12T15:25:31.309174Z",
+ "iopub.status.idle": "2023-04-12T15:25:31.655807Z",
+ "shell.execute_reply": "2023-04-12T15:25:31.655211Z"
+ },
+ "papermill": {
+ "duration": 0.373139,
+ "end_time": "2023-04-12T15:25:31.657397",
+ "exception": false,
+ "start_time": "2023-04-12T15:25:31.284258",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [],
"source": [
"f.savefig(path+prefix+'-inspect-Fnl.png', dpi=300)"
@@ -1519,26 +2832,50 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "f1677c7a",
+ "metadata": {
+ "papermill": {
+ "duration": 0.024249,
+ "end_time": "2023-04-12T15:25:31.706760",
+ "exception": false,
+ "start_time": "2023-04-12T15:25:31.682511",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"### plotting the fit progresion"
]
},
{
"cell_type": "code",
- "execution_count": 35,
- "metadata": {},
+ "execution_count": 42,
+ "id": "4c070ce4",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:25:31.756079Z",
+ "iopub.status.busy": "2023-04-12T15:25:31.755773Z",
+ "iopub.status.idle": "2023-04-12T15:25:32.599510Z",
+ "shell.execute_reply": "2023-04-12T15:25:32.598838Z"
+ },
+ "papermill": {
+ "duration": 0.870148,
+ "end_time": "2023-04-12T15:25:32.601054",
+ "exception": false,
+ "start_time": "2023-04-12T15:25:31.730906",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"data": {
- "image/png": "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\n",
+ "image/png": "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",
"text/plain": [
- "<Figure size 432x288 with 2 Axes>"
+ "<Figure size 600x400 with 2 Axes>"
]
},
- "metadata": {
- "needs_background": "light"
- },
+ "metadata": {},
"output_type": "display_data"
}
],
@@ -1548,8 +2885,24 @@
},
{
"cell_type": "code",
- "execution_count": 36,
- "metadata": {},
+ "execution_count": 43,
+ "id": "b603b43d",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:25:32.653300Z",
+ "iopub.status.busy": "2023-04-12T15:25:32.652952Z",
+ "iopub.status.idle": "2023-04-12T15:25:33.187685Z",
+ "shell.execute_reply": "2023-04-12T15:25:33.186946Z"
+ },
+ "papermill": {
+ "duration": 0.562204,
+ "end_time": "2023-04-12T15:25:33.189398",
+ "exception": false,
+ "start_time": "2023-04-12T15:25:32.627194",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [],
"source": [
"f.savefig(path+prefix+'-inspect-nl-fit.png', dpi=300)"
@@ -1557,15 +2910,41 @@
},
{
"cell_type": "markdown",
- "metadata": {},
+ "id": "b9ec47d2",
+ "metadata": {
+ "papermill": {
+ "duration": 0.024861,
+ "end_time": "2023-04-12T15:25:33.240403",
+ "exception": false,
+ "start_time": "2023-04-12T15:25:33.215542",
+ "status": "completed"
+ },
+ "tags": []
+ },
"source": [
"# Save the analysis parameters"
]
},
{
"cell_type": "code",
- "execution_count": 37,
- "metadata": {},
+ "execution_count": 44,
+ "id": "6b5d58f1",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-04-12T15:25:33.291032Z",
+ "iopub.status.busy": "2023-04-12T15:25:33.290492Z",
+ "iopub.status.idle": "2023-04-12T15:25:33.444963Z",
+ "shell.execute_reply": "2023-04-12T15:25:33.444275Z"
+ },
+ "papermill": {
+ "duration": 0.181269,
+ "end_time": "2023-04-12T15:25:33.446289",
+ "exception": false,
+ "start_time": "2023-04-12T15:25:33.265020",
+ "status": "completed"
+ },
+ "tags": []
+ },
"outputs": [
{
"name": "stdout",
@@ -1583,9 +2962,9 @@
"metadata": {
"celltoolbar": "Tags",
"kernelspec": {
- "display_name": "xfel (Python 3.7)",
+ "display_name": "xfel (202301)",
"language": "python",
- "name": "xfel"
+ "name": "xfel-202301"
},
"language_info": {
"codemirror_mode": {
@@ -1597,11 +2976,31 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.7.3"
+ "version": "3.9.16"
},
"nbsphinx": {
"execute": "never"
},
+ "papermill": {
+ "default_parameters": {},
+ "duration": 1444.578868,
+ "end_time": "2023-04-12T15:25:35.314089",
+ "environment_variables": {},
+ "exception": null,
+ "input_path": "BOZ analysis part I.a Correction determination.ipynb",
+ "output_path": "/gpfs/exfel/exp/SCS/202122/p002937/usr/processed_runs/r0614/output.ipynb",
+ "parameters": {
+ "darkrun": 615,
+ "gain": 3,
+ "module": 15,
+ "proposal": 2937,
+ "rois_th": 0.18,
+ "run": 614,
+ "sat_level": 500
+ },
+ "start_time": "2023-04-12T15:01:30.735221",
+ "version": "2.4.0"
+ },
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"state": {},
@@ -1611,5 +3010,5 @@
}
},
"nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 5
}
diff --git a/doc/BOZ analysis part II.1 Small data.ipynb b/doc/BOZ analysis part II.1 Small data.ipynb
index e2eb0740b58151f57522914dd585cc7cda036b1a..7126e1dda304e3f670740322e679e19767fca710 100644
--- a/doc/BOZ analysis part II.1 Small data.ipynb
+++ b/doc/BOZ analysis part II.1 Small data.ipynb
@@ -80,7 +80,8 @@
"runNB = 690\n",
"darkrunNB = 671\n",
"moduleNB = 15\n",
- "gain = 3"
+ "gain = 3\n",
+ "drop_intra_darks = True"
]
},
{
@@ -125,7 +126,8 @@
"metadata": {},
"outputs": [],
"source": [
- "arr_dark, tid_dark = boz.load_dssc_module(proposal, darkrunNB, moduleNB)"
+ "arr_dark, tid_dark = boz.load_dssc_module(proposal, darkrunNB, moduleNB, drop_intra_darks=drop_intra_darks)\n",
+ "arr_dark = arr_dark.rechunk(('auto',-1,-1,-1))"
]
},
{
@@ -174,7 +176,8 @@
"outputs": [],
"source": [
"dark = boz.average_module(arr_dark).compute()\n",
- "arr, tid = boz.load_dssc_module(proposal, runNB, moduleNB)\n",
+ "arr, tid = boz.load_dssc_module(proposal, runNB, moduleNB, drop_intra_darks=drop_intra_darks)\n",
+ "arr = arr.rechunk(('auto',-1,-1,-1))\n",
"data = boz.average_module(arr, dark=dark).compute()\n",
"pp = data.mean(axis=(1,2)) # pulseId resolved mean\n",
"dataM = data.mean(axis=0) # mean over pulseId"
@@ -370,14 +373,6 @@
"metadata": {},
"outputs": [],
"source": [
- "# load data\n",
- "arr, tid = boz.load_dssc_module(proposal, runNB, moduleNB)\n",
- "arr_dark, tid_dark = boz.load_dssc_module(proposal, darkrunNB, moduleNB)\n",
- "\n",
- "# make sure to rechunk the arrays\n",
- "arr = arr.rechunk(('auto',-1,-1,-1))\n",
- "arr_dark = arr_dark.rechunk(('auto',-1,-1,-1))\n",
- "\n",
"#no correction\n",
"#data = boz.process(np.arange(2**9), arr_dark, arr, tid, rois, params.get_mask(),\n",
"# np.ones_like(ff), params.sat_level)\n",
@@ -506,10 +501,9 @@
"source": [
"#BAM jitter correction\n",
"bam = r['BAM1932S'] - r['BAM1932S'].mean()\n",
- "c_ = 299792458 *1e-9 # speed of light in mm/ps\n",
- "r['delay_ps'] = 2/c_*r['PP800_DelayLine'] - bam\n",
+ "r['delay_ps'] = tb.positionToDelay(r['PP800_DelayLine']) + bam\n",
"# converting back to mm after BAM correction\n",
- "r['delay_mm'] = r['delay_ps']*0.15"
+ "r['delay_mm'] = tb.delayToPosition(r['delay_ps'])"
]
},
{
diff --git a/doc/DSSC create geometry.ipynb b/doc/DSSC create geometry.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..82074c0b94423ce4768dcf4a3627a84f0f65f8bd
--- /dev/null
+++ b/doc/DSSC create geometry.ipynb
@@ -0,0 +1,4026 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# DSSC geometry"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "%matplotlib notebook\n",
+ "import matplotlib.pyplot as plt\n",
+ "plt.rcParams['figure.constrained_layout.use'] = True\n",
+ "\n",
+ "import extra_data as ed\n",
+ "from extra_data.read_machinery import find_proposal\n",
+ "\n",
+ "import xarray as xr"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "proposal = 2711\n",
+ "darkrunNB = 203\n",
+ "runlist = [(204, 203), (205, 203), (206, 203)]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "root = find_proposal(f'p{proposal:06d}')\n",
+ "path = root + '/usr/processed_runs/'\n",
+ "fnames = [path + f'r{r:04d}/*.h5'for r,d in runlist]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "['/gpfs/exfel/exp/SCS/202022/p002711/usr/processed_runs/r0204/*.h5',\n",
+ " '/gpfs/exfel/exp/SCS/202022/p002711/usr/processed_runs/r0205/*.h5',\n",
+ " '/gpfs/exfel/exp/SCS/202022/p002711/usr/processed_runs/r0206/*.h5']"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "fnames"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [],
+ "source": [
+ "data1 = xr.open_mfdataset(fnames[0], parallel=True, join='inner')#.load().close()\n",
+ "data2 = xr.open_mfdataset(fnames[1], parallel=True, join='inner')#.load().close()\n",
+ "data3 = xr.open_mfdataset(fnames[2], parallel=True, join='inner')#.load().close()\n",
+ "\n",
+ "img = (data1['DSSC'].squeeze().values\n",
+ " + data2['DSSC'].squeeze().values\n",
+ " + data3['DSSC'].squeeze().values)/3.0"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data1.close()\n",
+ "data2.close()\n",
+ "data3.close()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from extra_geom import DSSC_1MGeometry\n",
+ "import ipywidgets as widgets\n",
+ "from ipywidgets import HBox, VBox\n",
+ "from IPython.display import display\n",
+ "\n",
+ "class DSSCCreateGeom():\n",
+ " def __init__(self, img_data, quad_pos=None, geom_file=None):\n",
+ " self.img_data = img_data\n",
+ " self.period_x = 33.0\n",
+ " self.period_y = 33.0\n",
+ " self.vmin = 0.0\n",
+ " self.vmax = 1.0\n",
+ " \n",
+ " self.output = widgets.Output()\n",
+ " plt.close('DSSC')\n",
+ " #with self.output:\n",
+ " self.fig, self.ax = plt.subplots(1, 1, num='DSSC', figsize=(6,6))\n",
+ "\n",
+ " if quad_pos is None:\n",
+ " self.quad_pos_Q1_x = -130\n",
+ " self.quad_pos_Q1_y = 5\n",
+ " self.quad_pos_Q2_x = -130\n",
+ " self.quad_pos_Q2_y = -125\n",
+ " self.quad_pos_Q3_x = 5\n",
+ " self.quad_pos_Q3_y = -125\n",
+ " self.quad_pos_Q4_x = 5\n",
+ " self.quad_pos_Q4_y = 5\n",
+ " else:\n",
+ " self.quad_pos_Q1_x = quad_pos[0][0]\n",
+ " self.quad_pos_Q1_y = quad_pos[0][1]\n",
+ " self.quad_pos_Q2_x = quad_pos[1][0]\n",
+ " self.quad_pos_Q2_y = quad_pos[1][1]\n",
+ " self.quad_pos_Q3_x = quad_pos[2][0]\n",
+ " self.quad_pos_Q3_y = quad_pos[2][1]\n",
+ " self.quad_pos_Q4_x = quad_pos[3][0]\n",
+ " self.quad_pos_Q4_y = quad_pos[3][1]\n",
+ " \n",
+ " if geom_file is None:\n",
+ " self.geom_file = \"/gpfs/exfel/exp/SCS/201901/p002212/usr/Shared/Training_UP-2719/geometry/dssc_geom_AS_aug20.h5\"\n",
+ " else:\n",
+ " self.geom_file = geom_file\n",
+ " \n",
+ " self.initWidgets()\n",
+ " self.UpdateFig(is_init=True)\n",
+ " display(self.control)\n",
+ " \n",
+ " def quad_pos(self):\n",
+ " return [(self.quad_pos_Q1_x, self.quad_pos_Q1_y),\n",
+ " (self.quad_pos_Q2_x, self.quad_pos_Q2_y),\n",
+ " (self.quad_pos_Q3_x, self.quad_pos_Q3_y),\n",
+ " (self.quad_pos_Q4_x, self.quad_pos_Q4_y)]\n",
+ " \n",
+ " def UpdateFig(self, is_init=False):\n",
+ " \n",
+ " sw = self.widgets\n",
+ " \n",
+ " self.quad_pos_Q1_x = sw['Q1_x'].value\n",
+ " self.quad_pos_Q1_y = sw['Q1_y'].value \n",
+ " self.quad_pos_Q2_x = sw['Q2_x'].value\n",
+ " self.quad_pos_Q2_y = sw['Q2_y'].value \n",
+ " self.quad_pos_Q3_x = sw['Q3_x'].value\n",
+ " self.quad_pos_Q3_y = sw['Q3_y'].value \n",
+ " self.quad_pos_Q4_x = sw['Q4_x'].value\n",
+ " self.quad_pos_Q4_y = sw['Q4_y'].value \n",
+ " \n",
+ " self.g = DSSC_1MGeometry.from_h5_file_and_quad_positions(self.geom_file,\n",
+ " self.quad_pos())\n",
+ " \n",
+ " self.vmin = sw['vmin'].value\n",
+ " self.vmax = sw['vmax'].value\n",
+ " self.period_x = sw['period_x'].value\n",
+ " self.period_y = sw['period_y'].value\n",
+ " \n",
+ " if not(is_init):\n",
+ " xlim = self.ax.get_xlim()\n",
+ " ylim = self.ax.get_ylim()\n",
+ " \n",
+ " self.ax.cla()\n",
+ " self.g.plot_data_cartesian(self.img_data, vmin=self.vmin, vmax=self.vmax, ax=self.ax,\n",
+ " colorbar=False)\n",
+ " for i in range(-30, 30):\n",
+ " self.ax.axvline(self.period_x*i, color='w', alpha=0.3)\n",
+ " self.ax.axhline(self.period_y*i, color='w', alpha=0.3)\n",
+ " \n",
+ " if not(is_init):\n",
+ " self.ax.set_xlim(xlim)\n",
+ " self.ax.set_ylim(ylim)\n",
+ " \n",
+ " self.fig.canvas.draw()\n",
+ " \n",
+ " def initWidgets(self):\n",
+ " style = {'description_width': 'initial'}\n",
+ " layout = {} # max_width': '300px'}\n",
+ "\n",
+ " self.Update = widgets.Button(\n",
+ " description='Update',\n",
+ " )\n",
+ "\n",
+ " @self.Update.on_click\n",
+ " def plot_on_click(b):\n",
+ " self.UpdateFig()\n",
+ " \n",
+ " self.widgets = {}\n",
+ " \n",
+ " self.widgets['period_x'] = widgets.BoundedFloatText(\n",
+ " value=self.period_x,\n",
+ " min=0,\n",
+ " max=1000,\n",
+ " description='Period x (pm):',\n",
+ " style=style,\n",
+ " layout=layout\n",
+ " )\n",
+ "\n",
+ " self.widgets['period_y'] = widgets.BoundedFloatText(\n",
+ " value=self.period_y,\n",
+ " min=0,\n",
+ " max=1000,\n",
+ " description='Period y (pm):',\n",
+ " style=style,\n",
+ " layout=layout\n",
+ " )\n",
+ " \n",
+ " period = HBox([self.widgets['period_x'], self.widgets['period_y']])\n",
+ " \n",
+ " self.widgets['vmin'] = widgets.BoundedFloatText(\n",
+ " value=self.vmin,\n",
+ " min=-1000,\n",
+ " max=1000,\n",
+ " description='vmin',\n",
+ " style=style,\n",
+ " layout=layout\n",
+ " )\n",
+ "\n",
+ " self.widgets['vmax'] = widgets.BoundedFloatText(\n",
+ " value=self.vmax,\n",
+ " min=-1000,\n",
+ " max=1000,\n",
+ " description='vmax',\n",
+ " style=style,\n",
+ " layout=layout\n",
+ " )\n",
+ "\n",
+ " self.widgets['Q1_x'] = widgets.BoundedFloatText(\n",
+ " value=self.quad_pos_Q1_x,\n",
+ " min=-1000,\n",
+ " max=1000,\n",
+ " description='Q1 x',\n",
+ " style=style,\n",
+ " layout=layout\n",
+ " )\n",
+ " self.widgets['Q1_y'] = widgets.BoundedFloatText(\n",
+ " value=self.quad_pos_Q1_y,\n",
+ " min=-1000,\n",
+ " max=1000, \n",
+ " description='Q1 y',\n",
+ " style=style,\n",
+ " layout=layout\n",
+ " )\n",
+ " Q1 = HBox([self.widgets['Q1_x'], self.widgets['Q1_y']])\n",
+ " \n",
+ " self.widgets['Q2_x'] = widgets.BoundedFloatText(\n",
+ " value=self.quad_pos_Q2_x,\n",
+ " min=-1000,\n",
+ " max=1000, \n",
+ " description='Q2 x',\n",
+ " style=style,\n",
+ " layout=layout\n",
+ " )\n",
+ " self.widgets['Q2_y'] = widgets.BoundedFloatText(\n",
+ " value=self.quad_pos_Q2_y,\n",
+ " min=-1000,\n",
+ " max=1000, \n",
+ " description='Q2 y',\n",
+ " style=style,\n",
+ " layout=layout\n",
+ " )\n",
+ " Q2 = HBox([self.widgets['Q2_x'], self.widgets['Q2_y']])\n",
+ " \n",
+ " self.widgets['Q3_x'] = widgets.BoundedFloatText(\n",
+ " value=self.quad_pos_Q3_x,\n",
+ " min=-1000,\n",
+ " max=1000, \n",
+ " description='Q3 x',\n",
+ " style=style,\n",
+ " layout=layout\n",
+ " )\n",
+ " self.widgets['Q3_y'] = widgets.BoundedFloatText(\n",
+ " value=self.quad_pos_Q3_y,\n",
+ " min=-1000,\n",
+ " max=1000, \n",
+ " description='Q3 y',\n",
+ " style=style,\n",
+ " layout=layout\n",
+ " )\n",
+ " Q3 = HBox([self.widgets['Q3_x'], self.widgets['Q3_y']])\n",
+ " \n",
+ " self.widgets['Q4_x'] = widgets.BoundedFloatText(\n",
+ " value=self.quad_pos_Q4_x,\n",
+ " min=-1000,\n",
+ " max=1000, \n",
+ " description='Q4 x',\n",
+ " style=style,\n",
+ " layout=layout\n",
+ " )\n",
+ " self.widgets['Q4_y'] = widgets.BoundedFloatText(\n",
+ " value=self.quad_pos_Q4_y,\n",
+ " min=-1000,\n",
+ " max=1000, \n",
+ " description='Q4 y',\n",
+ " style=style,\n",
+ " layout=layout\n",
+ " )\n",
+ " Q4 = HBox([self.widgets['Q4_x'], self.widgets['Q4_y']])\n",
+ " \n",
+ " vminmax = HBox([self.widgets['vmin'], self.widgets['vmax']])\n",
+ " \n",
+ " self.control = HBox([#self.output,\n",
+ " VBox([self.Update, vminmax, period, Q1, Q2, Q3, Q4])])\n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "quad_pos = [(-123.519014, 3.120173999999999),\n",
+ " (-126.18, -118.248812),\n",
+ " (-0.600638, -119.65706899999999),\n",
+ " (1.6054490000000001, 1.4930180000000064)]\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/javascript": [
+ "/* Put everything inside the global mpl namespace */\n",
+ "/* global mpl */\n",
+ "window.mpl = {};\n",
+ "\n",
+ "mpl.get_websocket_type = function () {\n",
+ " if (typeof WebSocket !== 'undefined') {\n",
+ " return WebSocket;\n",
+ " } else if (typeof MozWebSocket !== 'undefined') {\n",
+ " return MozWebSocket;\n",
+ " } else {\n",
+ " alert(\n",
+ " 'Your browser does not have WebSocket support. ' +\n",
+ " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
+ " 'Firefox 4 and 5 are also supported but you ' +\n",
+ " 'have to enable WebSockets in about:config.'\n",
+ " );\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n",
+ " this.id = figure_id;\n",
+ "\n",
+ " this.ws = websocket;\n",
+ "\n",
+ " this.supports_binary = this.ws.binaryType !== undefined;\n",
+ "\n",
+ " if (!this.supports_binary) {\n",
+ " var warnings = document.getElementById('mpl-warnings');\n",
+ " if (warnings) {\n",
+ " warnings.style.display = 'block';\n",
+ " warnings.textContent =\n",
+ " 'This browser does not support binary websocket messages. ' +\n",
+ " 'Performance may be slow.';\n",
+ " }\n",
+ " }\n",
+ "\n",
+ " this.imageObj = new Image();\n",
+ "\n",
+ " this.context = undefined;\n",
+ " this.message = undefined;\n",
+ " this.canvas = undefined;\n",
+ " this.rubberband_canvas = undefined;\n",
+ " this.rubberband_context = undefined;\n",
+ " this.format_dropdown = undefined;\n",
+ "\n",
+ " this.image_mode = 'full';\n",
+ "\n",
+ " this.root = document.createElement('div');\n",
+ " this.root.setAttribute('style', 'display: inline-block');\n",
+ " this._root_extra_style(this.root);\n",
+ "\n",
+ " parent_element.appendChild(this.root);\n",
+ "\n",
+ " this._init_header(this);\n",
+ " this._init_canvas(this);\n",
+ " this._init_toolbar(this);\n",
+ "\n",
+ " var fig = this;\n",
+ "\n",
+ " this.waiting = false;\n",
+ "\n",
+ " this.ws.onopen = function () {\n",
+ " fig.send_message('supports_binary', { value: fig.supports_binary });\n",
+ " fig.send_message('send_image_mode', {});\n",
+ " if (fig.ratio !== 1) {\n",
+ " fig.send_message('set_dpi_ratio', { dpi_ratio: fig.ratio });\n",
+ " }\n",
+ " fig.send_message('refresh', {});\n",
+ " };\n",
+ "\n",
+ " this.imageObj.onload = function () {\n",
+ " if (fig.image_mode === 'full') {\n",
+ " // Full images could contain transparency (where diff images\n",
+ " // almost always do), so we need to clear the canvas so that\n",
+ " // there is no ghosting.\n",
+ " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
+ " }\n",
+ " fig.context.drawImage(fig.imageObj, 0, 0);\n",
+ " };\n",
+ "\n",
+ " this.imageObj.onunload = function () {\n",
+ " fig.ws.close();\n",
+ " };\n",
+ "\n",
+ " this.ws.onmessage = this._make_on_message_function(this);\n",
+ "\n",
+ " this.ondownload = ondownload;\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._init_header = function () {\n",
+ " var titlebar = document.createElement('div');\n",
+ " titlebar.classList =\n",
+ " 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n",
+ " var titletext = document.createElement('div');\n",
+ " titletext.classList = 'ui-dialog-title';\n",
+ " titletext.setAttribute(\n",
+ " 'style',\n",
+ " 'width: 100%; text-align: center; padding: 3px;'\n",
+ " );\n",
+ " titlebar.appendChild(titletext);\n",
+ " this.root.appendChild(titlebar);\n",
+ " this.header = titletext;\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n",
+ "\n",
+ "mpl.figure.prototype._init_canvas = function () {\n",
+ " var fig = this;\n",
+ "\n",
+ " var canvas_div = (this.canvas_div = document.createElement('div'));\n",
+ " canvas_div.setAttribute(\n",
+ " 'style',\n",
+ " 'border: 1px solid #ddd;' +\n",
+ " 'box-sizing: content-box;' +\n",
+ " 'clear: both;' +\n",
+ " 'min-height: 1px;' +\n",
+ " 'min-width: 1px;' +\n",
+ " 'outline: 0;' +\n",
+ " 'overflow: hidden;' +\n",
+ " 'position: relative;' +\n",
+ " 'resize: both;'\n",
+ " );\n",
+ "\n",
+ " function on_keyboard_event_closure(name) {\n",
+ " return function (event) {\n",
+ " return fig.key_event(event, name);\n",
+ " };\n",
+ " }\n",
+ "\n",
+ " canvas_div.addEventListener(\n",
+ " 'keydown',\n",
+ " on_keyboard_event_closure('key_press')\n",
+ " );\n",
+ " canvas_div.addEventListener(\n",
+ " 'keyup',\n",
+ " on_keyboard_event_closure('key_release')\n",
+ " );\n",
+ "\n",
+ " this._canvas_extra_style(canvas_div);\n",
+ " this.root.appendChild(canvas_div);\n",
+ "\n",
+ " var canvas = (this.canvas = document.createElement('canvas'));\n",
+ " canvas.classList.add('mpl-canvas');\n",
+ " canvas.setAttribute('style', 'box-sizing: content-box;');\n",
+ "\n",
+ " this.context = canvas.getContext('2d');\n",
+ "\n",
+ " var backingStore =\n",
+ " this.context.backingStorePixelRatio ||\n",
+ " this.context.webkitBackingStorePixelRatio ||\n",
+ " this.context.mozBackingStorePixelRatio ||\n",
+ " this.context.msBackingStorePixelRatio ||\n",
+ " this.context.oBackingStorePixelRatio ||\n",
+ " this.context.backingStorePixelRatio ||\n",
+ " 1;\n",
+ "\n",
+ " this.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
+ "\n",
+ " var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n",
+ " 'canvas'\n",
+ " ));\n",
+ " rubberband_canvas.setAttribute(\n",
+ " 'style',\n",
+ " 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n",
+ " );\n",
+ "\n",
+ " // Apply a ponyfill if ResizeObserver is not implemented by browser.\n",
+ " if (this.ResizeObserver === undefined) {\n",
+ " if (window.ResizeObserver !== undefined) {\n",
+ " this.ResizeObserver = window.ResizeObserver;\n",
+ " } else {\n",
+ " var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n",
+ " this.ResizeObserver = obs.ResizeObserver;\n",
+ " }\n",
+ " }\n",
+ "\n",
+ " this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n",
+ " var nentries = entries.length;\n",
+ " for (var i = 0; i < nentries; i++) {\n",
+ " var entry = entries[i];\n",
+ " var width, height;\n",
+ " if (entry.contentBoxSize) {\n",
+ " if (entry.contentBoxSize instanceof Array) {\n",
+ " // Chrome 84 implements new version of spec.\n",
+ " width = entry.contentBoxSize[0].inlineSize;\n",
+ " height = entry.contentBoxSize[0].blockSize;\n",
+ " } else {\n",
+ " // Firefox implements old version of spec.\n",
+ " width = entry.contentBoxSize.inlineSize;\n",
+ " height = entry.contentBoxSize.blockSize;\n",
+ " }\n",
+ " } else {\n",
+ " // Chrome <84 implements even older version of spec.\n",
+ " width = entry.contentRect.width;\n",
+ " height = entry.contentRect.height;\n",
+ " }\n",
+ "\n",
+ " // Keep the size of the canvas and rubber band canvas in sync with\n",
+ " // the canvas container.\n",
+ " if (entry.devicePixelContentBoxSize) {\n",
+ " // Chrome 84 implements new version of spec.\n",
+ " canvas.setAttribute(\n",
+ " 'width',\n",
+ " entry.devicePixelContentBoxSize[0].inlineSize\n",
+ " );\n",
+ " canvas.setAttribute(\n",
+ " 'height',\n",
+ " entry.devicePixelContentBoxSize[0].blockSize\n",
+ " );\n",
+ " } else {\n",
+ " canvas.setAttribute('width', width * fig.ratio);\n",
+ " canvas.setAttribute('height', height * fig.ratio);\n",
+ " }\n",
+ " canvas.setAttribute(\n",
+ " 'style',\n",
+ " 'width: ' + width + 'px; height: ' + height + 'px;'\n",
+ " );\n",
+ "\n",
+ " rubberband_canvas.setAttribute('width', width);\n",
+ " rubberband_canvas.setAttribute('height', height);\n",
+ "\n",
+ " // And update the size in Python. We ignore the initial 0/0 size\n",
+ " // that occurs as the element is placed into the DOM, which should\n",
+ " // otherwise not happen due to the minimum size styling.\n",
+ " if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n",
+ " fig.request_resize(width, height);\n",
+ " }\n",
+ " }\n",
+ " });\n",
+ " this.resizeObserverInstance.observe(canvas_div);\n",
+ "\n",
+ " function on_mouse_event_closure(name) {\n",
+ " return function (event) {\n",
+ " return fig.mouse_event(event, name);\n",
+ " };\n",
+ " }\n",
+ "\n",
+ " rubberband_canvas.addEventListener(\n",
+ " 'mousedown',\n",
+ " on_mouse_event_closure('button_press')\n",
+ " );\n",
+ " rubberband_canvas.addEventListener(\n",
+ " 'mouseup',\n",
+ " on_mouse_event_closure('button_release')\n",
+ " );\n",
+ " rubberband_canvas.addEventListener(\n",
+ " 'dblclick',\n",
+ " on_mouse_event_closure('dblclick')\n",
+ " );\n",
+ " // Throttle sequential mouse events to 1 every 20ms.\n",
+ " rubberband_canvas.addEventListener(\n",
+ " 'mousemove',\n",
+ " on_mouse_event_closure('motion_notify')\n",
+ " );\n",
+ "\n",
+ " rubberband_canvas.addEventListener(\n",
+ " 'mouseenter',\n",
+ " on_mouse_event_closure('figure_enter')\n",
+ " );\n",
+ " rubberband_canvas.addEventListener(\n",
+ " 'mouseleave',\n",
+ " on_mouse_event_closure('figure_leave')\n",
+ " );\n",
+ "\n",
+ " canvas_div.addEventListener('wheel', function (event) {\n",
+ " if (event.deltaY < 0) {\n",
+ " event.step = 1;\n",
+ " } else {\n",
+ " event.step = -1;\n",
+ " }\n",
+ " on_mouse_event_closure('scroll')(event);\n",
+ " });\n",
+ "\n",
+ " canvas_div.appendChild(canvas);\n",
+ " canvas_div.appendChild(rubberband_canvas);\n",
+ "\n",
+ " this.rubberband_context = rubberband_canvas.getContext('2d');\n",
+ " this.rubberband_context.strokeStyle = '#000000';\n",
+ "\n",
+ " this._resize_canvas = function (width, height, forward) {\n",
+ " if (forward) {\n",
+ " canvas_div.style.width = width + 'px';\n",
+ " canvas_div.style.height = height + 'px';\n",
+ " }\n",
+ " };\n",
+ "\n",
+ " // Disable right mouse context menu.\n",
+ " this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
+ " event.preventDefault();\n",
+ " return false;\n",
+ " });\n",
+ "\n",
+ " function set_focus() {\n",
+ " canvas.focus();\n",
+ " canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " window.setTimeout(set_focus, 100);\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function () {\n",
+ " var fig = this;\n",
+ "\n",
+ " var toolbar = document.createElement('div');\n",
+ " toolbar.classList = 'mpl-toolbar';\n",
+ " this.root.appendChild(toolbar);\n",
+ "\n",
+ " function on_click_closure(name) {\n",
+ " return function (_event) {\n",
+ " return fig.toolbar_button_onclick(name);\n",
+ " };\n",
+ " }\n",
+ "\n",
+ " function on_mouseover_closure(tooltip) {\n",
+ " return function (event) {\n",
+ " if (!event.currentTarget.disabled) {\n",
+ " return fig.toolbar_button_onmouseover(tooltip);\n",
+ " }\n",
+ " };\n",
+ " }\n",
+ "\n",
+ " fig.buttons = {};\n",
+ " var buttonGroup = document.createElement('div');\n",
+ " buttonGroup.classList = 'mpl-button-group';\n",
+ " for (var toolbar_ind in mpl.toolbar_items) {\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) {\n",
+ " /* Instead of a spacer, we start a new button group. */\n",
+ " if (buttonGroup.hasChildNodes()) {\n",
+ " toolbar.appendChild(buttonGroup);\n",
+ " }\n",
+ " buttonGroup = document.createElement('div');\n",
+ " buttonGroup.classList = 'mpl-button-group';\n",
+ " continue;\n",
+ " }\n",
+ "\n",
+ " var button = (fig.buttons[name] = document.createElement('button'));\n",
+ " button.classList = 'mpl-widget';\n",
+ " button.setAttribute('role', 'button');\n",
+ " button.setAttribute('aria-disabled', 'false');\n",
+ " button.addEventListener('click', on_click_closure(method_name));\n",
+ " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
+ "\n",
+ " var icon_img = document.createElement('img');\n",
+ " icon_img.src = '_images/' + image + '.png';\n",
+ " icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
+ " icon_img.alt = tooltip;\n",
+ " button.appendChild(icon_img);\n",
+ "\n",
+ " buttonGroup.appendChild(button);\n",
+ " }\n",
+ "\n",
+ " if (buttonGroup.hasChildNodes()) {\n",
+ " toolbar.appendChild(buttonGroup);\n",
+ " }\n",
+ "\n",
+ " var fmt_picker = document.createElement('select');\n",
+ " fmt_picker.classList = 'mpl-widget';\n",
+ " toolbar.appendChild(fmt_picker);\n",
+ " this.format_dropdown = fmt_picker;\n",
+ "\n",
+ " for (var ind in mpl.extensions) {\n",
+ " var fmt = mpl.extensions[ind];\n",
+ " var option = document.createElement('option');\n",
+ " option.selected = fmt === mpl.default_extension;\n",
+ " option.innerHTML = fmt;\n",
+ " fmt_picker.appendChild(option);\n",
+ " }\n",
+ "\n",
+ " var status_bar = document.createElement('span');\n",
+ " status_bar.classList = 'mpl-message';\n",
+ " toolbar.appendChild(status_bar);\n",
+ " this.message = status_bar;\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
+ " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
+ " // which will in turn request a refresh of the image.\n",
+ " this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.send_message = function (type, properties) {\n",
+ " properties['type'] = type;\n",
+ " properties['figure_id'] = this.id;\n",
+ " this.ws.send(JSON.stringify(properties));\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.send_draw_message = function () {\n",
+ " if (!this.waiting) {\n",
+ " this.waiting = true;\n",
+ " this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
+ " var format_dropdown = fig.format_dropdown;\n",
+ " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
+ " fig.ondownload(fig, format);\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
+ " var size = msg['size'];\n",
+ " if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
+ " fig._resize_canvas(size[0], size[1], msg['forward']);\n",
+ " fig.send_message('refresh', {});\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
+ " var x0 = msg['x0'] / fig.ratio;\n",
+ " var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
+ " var x1 = msg['x1'] / fig.ratio;\n",
+ " var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
+ " x0 = Math.floor(x0) + 0.5;\n",
+ " y0 = Math.floor(y0) + 0.5;\n",
+ " x1 = Math.floor(x1) + 0.5;\n",
+ " y1 = Math.floor(y1) + 0.5;\n",
+ " var min_x = Math.min(x0, x1);\n",
+ " var min_y = Math.min(y0, y1);\n",
+ " var width = Math.abs(x1 - x0);\n",
+ " var height = Math.abs(y1 - y0);\n",
+ "\n",
+ " fig.rubberband_context.clearRect(\n",
+ " 0,\n",
+ " 0,\n",
+ " fig.canvas.width / fig.ratio,\n",
+ " fig.canvas.height / fig.ratio\n",
+ " );\n",
+ "\n",
+ " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
+ " // Updates the figure title.\n",
+ " fig.header.textContent = msg['label'];\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
+ " var cursor = msg['cursor'];\n",
+ " switch (cursor) {\n",
+ " case 0:\n",
+ " cursor = 'pointer';\n",
+ " break;\n",
+ " case 1:\n",
+ " cursor = 'default';\n",
+ " break;\n",
+ " case 2:\n",
+ " cursor = 'crosshair';\n",
+ " break;\n",
+ " case 3:\n",
+ " cursor = 'move';\n",
+ " break;\n",
+ " }\n",
+ " fig.rubberband_canvas.style.cursor = cursor;\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_message = function (fig, msg) {\n",
+ " fig.message.textContent = msg['message'];\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_draw = function (fig, _msg) {\n",
+ " // Request the server to send over a new figure.\n",
+ " fig.send_draw_message();\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n",
+ " fig.image_mode = msg['mode'];\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n",
+ " for (var key in msg) {\n",
+ " if (!(key in fig.buttons)) {\n",
+ " continue;\n",
+ " }\n",
+ " fig.buttons[key].disabled = !msg[key];\n",
+ " fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
+ " if (msg['mode'] === 'PAN') {\n",
+ " fig.buttons['Pan'].classList.add('active');\n",
+ " fig.buttons['Zoom'].classList.remove('active');\n",
+ " } else if (msg['mode'] === 'ZOOM') {\n",
+ " fig.buttons['Pan'].classList.remove('active');\n",
+ " fig.buttons['Zoom'].classList.add('active');\n",
+ " } else {\n",
+ " fig.buttons['Pan'].classList.remove('active');\n",
+ " fig.buttons['Zoom'].classList.remove('active');\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function () {\n",
+ " // Called whenever the canvas gets updated.\n",
+ " this.send_message('ack', {});\n",
+ "};\n",
+ "\n",
+ "// A function to construct a web socket function for onmessage handling.\n",
+ "// Called in the figure constructor.\n",
+ "mpl.figure.prototype._make_on_message_function = function (fig) {\n",
+ " return function socket_on_message(evt) {\n",
+ " if (evt.data instanceof Blob) {\n",
+ " var img = evt.data;\n",
+ " if (img.type !== 'image/png') {\n",
+ " /* FIXME: We get \"Resource interpreted as Image but\n",
+ " * transferred with MIME type text/plain:\" errors on\n",
+ " * Chrome. But how to set the MIME type? It doesn't seem\n",
+ " * to be part of the websocket stream */\n",
+ " img.type = 'image/png';\n",
+ " }\n",
+ "\n",
+ " /* Free the memory for the previous frames */\n",
+ " if (fig.imageObj.src) {\n",
+ " (window.URL || window.webkitURL).revokeObjectURL(\n",
+ " fig.imageObj.src\n",
+ " );\n",
+ " }\n",
+ "\n",
+ " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
+ " img\n",
+ " );\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " } else if (\n",
+ " typeof evt.data === 'string' &&\n",
+ " evt.data.slice(0, 21) === 'data:image/png;base64'\n",
+ " ) {\n",
+ " fig.imageObj.src = evt.data;\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var msg = JSON.parse(evt.data);\n",
+ " var msg_type = msg['type'];\n",
+ "\n",
+ " // Call the \"handle_{type}\" callback, which takes\n",
+ " // the figure and JSON message as its only arguments.\n",
+ " try {\n",
+ " var callback = fig['handle_' + msg_type];\n",
+ " } catch (e) {\n",
+ " console.log(\n",
+ " \"No handler for the '\" + msg_type + \"' message type: \",\n",
+ " msg\n",
+ " );\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " if (callback) {\n",
+ " try {\n",
+ " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
+ " callback(fig, msg);\n",
+ " } catch (e) {\n",
+ " console.log(\n",
+ " \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
+ " e,\n",
+ " e.stack,\n",
+ " msg\n",
+ " );\n",
+ " }\n",
+ " }\n",
+ " };\n",
+ "};\n",
+ "\n",
+ "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
+ "mpl.findpos = function (e) {\n",
+ " //this section is from http://www.quirksmode.org/js/events_properties.html\n",
+ " var targ;\n",
+ " if (!e) {\n",
+ " e = window.event;\n",
+ " }\n",
+ " if (e.target) {\n",
+ " targ = e.target;\n",
+ " } else if (e.srcElement) {\n",
+ " targ = e.srcElement;\n",
+ " }\n",
+ " if (targ.nodeType === 3) {\n",
+ " // defeat Safari bug\n",
+ " targ = targ.parentNode;\n",
+ " }\n",
+ "\n",
+ " // pageX,Y are the mouse positions relative to the document\n",
+ " var boundingRect = targ.getBoundingClientRect();\n",
+ " var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
+ " var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
+ "\n",
+ " return { x: x, y: y };\n",
+ "};\n",
+ "\n",
+ "/*\n",
+ " * return a copy of an object with only non-object keys\n",
+ " * we need this to avoid circular references\n",
+ " * http://stackoverflow.com/a/24161582/3208463\n",
+ " */\n",
+ "function simpleKeys(original) {\n",
+ " return Object.keys(original).reduce(function (obj, key) {\n",
+ " if (typeof original[key] !== 'object') {\n",
+ " obj[key] = original[key];\n",
+ " }\n",
+ " return obj;\n",
+ " }, {});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.mouse_event = function (event, name) {\n",
+ " var canvas_pos = mpl.findpos(event);\n",
+ "\n",
+ " if (name === 'button_press') {\n",
+ " this.canvas.focus();\n",
+ " this.canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " var x = canvas_pos.x * this.ratio;\n",
+ " var y = canvas_pos.y * this.ratio;\n",
+ "\n",
+ " this.send_message(name, {\n",
+ " x: x,\n",
+ " y: y,\n",
+ " button: event.button,\n",
+ " step: event.step,\n",
+ " guiEvent: simpleKeys(event),\n",
+ " });\n",
+ "\n",
+ " /* This prevents the web browser from automatically changing to\n",
+ " * the text insertion cursor when the button is pressed. We want\n",
+ " * to control all of the cursor setting manually through the\n",
+ " * 'cursor' event from matplotlib */\n",
+ " event.preventDefault();\n",
+ " return false;\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
+ " // Handle any extra behaviour associated with a key event\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.key_event = function (event, name) {\n",
+ " // Prevent repeat events\n",
+ " if (name === 'key_press') {\n",
+ " if (event.key === this._key) {\n",
+ " return;\n",
+ " } else {\n",
+ " this._key = event.key;\n",
+ " }\n",
+ " }\n",
+ " if (name === 'key_release') {\n",
+ " this._key = null;\n",
+ " }\n",
+ "\n",
+ " var value = '';\n",
+ " if (event.ctrlKey && event.key !== 'Control') {\n",
+ " value += 'ctrl+';\n",
+ " }\n",
+ " else if (event.altKey && event.key !== 'Alt') {\n",
+ " value += 'alt+';\n",
+ " }\n",
+ " else if (event.shiftKey && event.key !== 'Shift') {\n",
+ " value += 'shift+';\n",
+ " }\n",
+ "\n",
+ " value += 'k' + event.key;\n",
+ "\n",
+ " this._key_event_extra(event, name);\n",
+ "\n",
+ " this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n",
+ " return false;\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onclick = function (name) {\n",
+ " if (name === 'download') {\n",
+ " this.handle_save(this, null);\n",
+ " } else {\n",
+ " this.send_message('toolbar_button', { name: name });\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n",
+ " this.message.textContent = tooltip;\n",
+ "};\n",
+ "\n",
+ "///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n",
+ "// prettier-ignore\n",
+ "var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n",
+ "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
+ "\n",
+ "mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
+ "\n",
+ "mpl.default_extension = \"png\";/* global mpl */\n",
+ "\n",
+ "var comm_websocket_adapter = function (comm) {\n",
+ " // Create a \"websocket\"-like object which calls the given IPython comm\n",
+ " // object with the appropriate methods. Currently this is a non binary\n",
+ " // socket, so there is still some room for performance tuning.\n",
+ " var ws = {};\n",
+ "\n",
+ " ws.binaryType = comm.kernel.ws.binaryType;\n",
+ " ws.readyState = comm.kernel.ws.readyState;\n",
+ " function updateReadyState(_event) {\n",
+ " if (comm.kernel.ws) {\n",
+ " ws.readyState = comm.kernel.ws.readyState;\n",
+ " } else {\n",
+ " ws.readyState = 3; // Closed state.\n",
+ " }\n",
+ " }\n",
+ " comm.kernel.ws.addEventListener('open', updateReadyState);\n",
+ " comm.kernel.ws.addEventListener('close', updateReadyState);\n",
+ " comm.kernel.ws.addEventListener('error', updateReadyState);\n",
+ "\n",
+ " ws.close = function () {\n",
+ " comm.close();\n",
+ " };\n",
+ " ws.send = function (m) {\n",
+ " //console.log('sending', m);\n",
+ " comm.send(m);\n",
+ " };\n",
+ " // Register the callback with on_msg.\n",
+ " comm.on_msg(function (msg) {\n",
+ " //console.log('receiving', msg['content']['data'], msg);\n",
+ " var data = msg['content']['data'];\n",
+ " if (data['blob'] !== undefined) {\n",
+ " data = {\n",
+ " data: new Blob(msg['buffers'], { type: data['blob'] }),\n",
+ " };\n",
+ " }\n",
+ " // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
+ " ws.onmessage(data);\n",
+ " });\n",
+ " return ws;\n",
+ "};\n",
+ "\n",
+ "mpl.mpl_figure_comm = function (comm, msg) {\n",
+ " // This is the function which gets called when the mpl process\n",
+ " // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
+ "\n",
+ " var id = msg.content.data.id;\n",
+ " // Get hold of the div created by the display call when the Comm\n",
+ " // socket was opened in Python.\n",
+ " var element = document.getElementById(id);\n",
+ " var ws_proxy = comm_websocket_adapter(comm);\n",
+ "\n",
+ " function ondownload(figure, _format) {\n",
+ " window.open(figure.canvas.toDataURL());\n",
+ " }\n",
+ "\n",
+ " var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
+ "\n",
+ " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
+ " // web socket which is closed, not our websocket->open comm proxy.\n",
+ " ws_proxy.onopen();\n",
+ "\n",
+ " fig.parent_element = element;\n",
+ " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
+ " if (!fig.cell_info) {\n",
+ " console.error('Failed to find cell for figure', id, fig);\n",
+ " return;\n",
+ " }\n",
+ " fig.cell_info[0].output_area.element.on(\n",
+ " 'cleared',\n",
+ " { fig: fig },\n",
+ " fig._remove_fig_handler\n",
+ " );\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_close = function (fig, msg) {\n",
+ " var width = fig.canvas.width / fig.ratio;\n",
+ " fig.cell_info[0].output_area.element.off(\n",
+ " 'cleared',\n",
+ " fig._remove_fig_handler\n",
+ " );\n",
+ " fig.resizeObserverInstance.unobserve(fig.canvas_div);\n",
+ "\n",
+ " // Update the output cell to use the data from the current canvas.\n",
+ " fig.push_to_output();\n",
+ " var dataURL = fig.canvas.toDataURL();\n",
+ " // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
+ " // the notebook keyboard shortcuts fail.\n",
+ " IPython.keyboard_manager.enable();\n",
+ " fig.parent_element.innerHTML =\n",
+ " '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
+ " fig.close_ws(fig, msg);\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.close_ws = function (fig, msg) {\n",
+ " fig.send_message('closing', msg);\n",
+ " // fig.ws.close()\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
+ " // Turn the data on the canvas into data in the output cell.\n",
+ " var width = this.canvas.width / this.ratio;\n",
+ " var dataURL = this.canvas.toDataURL();\n",
+ " this.cell_info[1]['text/html'] =\n",
+ " '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function () {\n",
+ " // Tell IPython that the notebook contents must change.\n",
+ " IPython.notebook.set_dirty(true);\n",
+ " this.send_message('ack', {});\n",
+ " var fig = this;\n",
+ " // Wait a second, then push the new image to the DOM so\n",
+ " // that it is saved nicely (might be nice to debounce this).\n",
+ " setTimeout(function () {\n",
+ " fig.push_to_output();\n",
+ " }, 1000);\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function () {\n",
+ " var fig = this;\n",
+ "\n",
+ " var toolbar = document.createElement('div');\n",
+ " toolbar.classList = 'btn-toolbar';\n",
+ " this.root.appendChild(toolbar);\n",
+ "\n",
+ " function on_click_closure(name) {\n",
+ " return function (_event) {\n",
+ " return fig.toolbar_button_onclick(name);\n",
+ " };\n",
+ " }\n",
+ "\n",
+ " function on_mouseover_closure(tooltip) {\n",
+ " return function (event) {\n",
+ " if (!event.currentTarget.disabled) {\n",
+ " return fig.toolbar_button_onmouseover(tooltip);\n",
+ " }\n",
+ " };\n",
+ " }\n",
+ "\n",
+ " fig.buttons = {};\n",
+ " var buttonGroup = document.createElement('div');\n",
+ " buttonGroup.classList = 'btn-group';\n",
+ " var button;\n",
+ " for (var toolbar_ind in mpl.toolbar_items) {\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) {\n",
+ " /* Instead of a spacer, we start a new button group. */\n",
+ " if (buttonGroup.hasChildNodes()) {\n",
+ " toolbar.appendChild(buttonGroup);\n",
+ " }\n",
+ " buttonGroup = document.createElement('div');\n",
+ " buttonGroup.classList = 'btn-group';\n",
+ " continue;\n",
+ " }\n",
+ "\n",
+ " button = fig.buttons[name] = document.createElement('button');\n",
+ " button.classList = 'btn btn-default';\n",
+ " button.href = '#';\n",
+ " button.title = name;\n",
+ " button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
+ " button.addEventListener('click', on_click_closure(method_name));\n",
+ " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
+ " buttonGroup.appendChild(button);\n",
+ " }\n",
+ "\n",
+ " if (buttonGroup.hasChildNodes()) {\n",
+ " toolbar.appendChild(buttonGroup);\n",
+ " }\n",
+ "\n",
+ " // Add the status bar.\n",
+ " var status_bar = document.createElement('span');\n",
+ " status_bar.classList = 'mpl-message pull-right';\n",
+ " toolbar.appendChild(status_bar);\n",
+ " this.message = status_bar;\n",
+ "\n",
+ " // Add the close button to the window.\n",
+ " var buttongrp = document.createElement('div');\n",
+ " buttongrp.classList = 'btn-group inline pull-right';\n",
+ " button = document.createElement('button');\n",
+ " button.classList = 'btn btn-mini btn-primary';\n",
+ " button.href = '#';\n",
+ " button.title = 'Stop Interaction';\n",
+ " button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
+ " button.addEventListener('click', function (_evt) {\n",
+ " fig.handle_close(fig, {});\n",
+ " });\n",
+ " button.addEventListener(\n",
+ " 'mouseover',\n",
+ " on_mouseover_closure('Stop Interaction')\n",
+ " );\n",
+ " buttongrp.appendChild(button);\n",
+ " var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
+ " titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._remove_fig_handler = function (event) {\n",
+ " var fig = event.data.fig;\n",
+ " if (event.target !== this) {\n",
+ " // Ignore bubbled events from children.\n",
+ " return;\n",
+ " }\n",
+ " fig.close_ws(fig, {});\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function (el) {\n",
+ " el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function (el) {\n",
+ " // this is important to make the div 'focusable\n",
+ " el.setAttribute('tabindex', 0);\n",
+ " // reach out to IPython and tell the keyboard manager to turn it's self\n",
+ " // off when our div gets focus\n",
+ "\n",
+ " // location in version 3\n",
+ " if (IPython.notebook.keyboard_manager) {\n",
+ " IPython.notebook.keyboard_manager.register_events(el);\n",
+ " } else {\n",
+ " // location in version 2\n",
+ " IPython.keyboard_manager.register_events(el);\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
+ " var manager = IPython.notebook.keyboard_manager;\n",
+ " if (!manager) {\n",
+ " manager = IPython.keyboard_manager;\n",
+ " }\n",
+ "\n",
+ " // Check for shift+enter\n",
+ " if (event.shiftKey && event.which === 13) {\n",
+ " this.canvas_div.blur();\n",
+ " // select the cell after this one\n",
+ " var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
+ " IPython.notebook.select(index + 1);\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
+ " fig.ondownload(fig, null);\n",
+ "};\n",
+ "\n",
+ "mpl.find_output_cell = function (html_output) {\n",
+ " // Return the cell and output element which can be found *uniquely* in the notebook.\n",
+ " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
+ " // IPython event is triggered only after the cells have been serialised, which for\n",
+ " // our purposes (turning an active figure into a static one), is too late.\n",
+ " var cells = IPython.notebook.get_cells();\n",
+ " var ncells = cells.length;\n",
+ " for (var i = 0; i < ncells; i++) {\n",
+ " var cell = cells[i];\n",
+ " if (cell.cell_type === 'code') {\n",
+ " for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
+ " var data = cell.output_area.outputs[j];\n",
+ " if (data.data) {\n",
+ " // IPython >= 3 moved mimebundle to data attribute of output\n",
+ " data = data.data;\n",
+ " }\n",
+ " if (data['text/html'] === html_output) {\n",
+ " return [cell, data, j];\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "// Register the function which deals with the matplotlib target/channel.\n",
+ "// The kernel may be null if the page has been refreshed.\n",
+ "if (IPython.notebook.kernel !== null) {\n",
+ " IPython.notebook.kernel.comm_manager.register_target(\n",
+ " 'matplotlib',\n",
+ " mpl.mpl_figure_comm\n",
+ " );\n",
+ "}\n"
+ ],
+ "text/plain": [
+ "<IPython.core.display.Javascript object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "<img src=\"data:image/png;base64,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\" width=\"600\">"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "4c5cdce87c92437bbb83977344ddd7d8",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "HBox(children=(VBox(children=(Button(description='Update', style=ButtonStyle()), HBox(children=(BoundedFloatTe…"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "d = DSSCCreateGeom(img, quad_pos)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "xfel (current)",
+ "language": "python",
+ "name": "xfel-current"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.16"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {
+ "00136de6bc0e4148aaea805bfd7bf746": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "00341ce29cf4413ba89a2f087abb9f0d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "0277131d642f4cb98c79c5f37dd1cce7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ButtonStyleModel",
+ "state": {}
+ },
+ "04abeaef523042e183111441a20a4ddb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "04bd40e8879f46439736591ed45384a0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "0758fd53d7974ddc92119da28da4553a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "0789408cee584cf89599495b99783cd4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "07b5b8d49dac4306ac5dc1683b533fcd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "vmin",
+ "layout": "IPY_MODEL_975f4adb330948e9a8b5dda02536bf67",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_d330bc12f2bd40728ed964120be7a38c"
+ }
+ },
+ "07c53eb601db4ce091a22fe60b554b56": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_6c6ec946166e4e1e9d9a84d6e11913e0",
+ "IPY_MODEL_08f7e5da8e66493ab30f9a32c70cf71f"
+ ],
+ "layout": "IPY_MODEL_65ac8c3f003c4dfeaaca124f7e1c2ea5"
+ }
+ },
+ "08f7e5da8e66493ab30f9a32c70cf71f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "vmax",
+ "layout": "IPY_MODEL_00341ce29cf4413ba89a2f087abb9f0d",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_2316e6359a8042f2996c23c13d30a41f",
+ "value": 0.1
+ }
+ },
+ "09d74e81cac74beb802d8707db75a4f8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "0a8860f0927c470fa6d3123e5e48101c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q3 y",
+ "layout": "IPY_MODEL_4970d0bd26654a8a99f390446a15f852",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_c048838ec8c44db99a75970cb394baf9",
+ "value": -119.65706899999999
+ }
+ },
+ "0adaa589e66b4a7592418b3e8a564ddb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "0ae7390ce6594d22b86e36b9e2496db5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "0afd321862194898986ac46fea8a696d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "vmax",
+ "layout": "IPY_MODEL_1687347118ab498796229c6f1510c79e",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_0e1fcf99e7a84d69a813712b0c7bd366",
+ "value": 1
+ }
+ },
+ "0c129029bd964644ac244a0085ff7aea": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "0cf2ebd7ec58463084a933fd602d2513": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "vmax",
+ "layout": "IPY_MODEL_8ee2ed72ce7b4db8a08ea6d91f70904d",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_93e1a61e169f464e90f2633da97a4f73",
+ "value": 1
+ }
+ },
+ "0e1fcf99e7a84d69a813712b0c7bd366": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "11564e2b3e1b46fe8025d90a35d18f7f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "1185e7b969094a4ca2251ef417e11d33": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "11c8a60990814158904bddcb27909322": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "1311c6ee2d944b9e9ed8ea7ef6a3ed3a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_2f11d813991c4e7d8920f00480c4e1f4",
+ "IPY_MODEL_93ba710c30a04c21917b527b8a2c967e"
+ ],
+ "layout": "IPY_MODEL_fd76aa9e8e0548119df799f0d9cf3a2d"
+ }
+ },
+ "13543ddd5e5d44b7a680b0143ebd1d65": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "1592d29ac923427f824003226c2887d6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "vmax",
+ "layout": "IPY_MODEL_b6b3f53e06f64bf59527469d43426fa9",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_a0641bbe6bc544bbaf7f8459df5b7fe3",
+ "value": 1
+ }
+ },
+ "15c6dc66f07a475fa73fc88841776344": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "1687347118ab498796229c6f1510c79e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "18a0f5c4d5d0480c97571f93cbe18dd9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ButtonStyleModel",
+ "state": {}
+ },
+ "1929cfb0cc3c46fdb27491e2a1e5593f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q2 x",
+ "layout": "IPY_MODEL_2ce4203ec9874f46ad7ada34c766cab5",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_607d3f4c9c234e47ab1bcc7964a75762",
+ "value": -126.18
+ }
+ },
+ "1af18a8efbca4dd1a7f872e2f3bff7d1": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "1be6b87c9bdc4f5ab85d7f3f9f01e258": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "1cf22ebf9ce54517a8bb69d46246dddc": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "1db6687174a44a2fb106f3b2ae91b2af": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q2 x",
+ "layout": "IPY_MODEL_e534edf4c37143d7890e9868e50ee617",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_4dccd612eae341a483dafbf226f2ca32",
+ "value": -126.18
+ }
+ },
+ "1f34ce5b38984e8b83871b7ab2d0e726": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_5769dbcca89f4c109622cfb2c3ff6e8f",
+ "IPY_MODEL_5e3158404bed420ba28612d73a280484"
+ ],
+ "layout": "IPY_MODEL_9ac7771806f1407297ffd3a8b8f56035"
+ }
+ },
+ "22b8265f1dbe43b2abec7b6b7a7570a2": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "VBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_555eb1e71e744412be460d5e2bb4fadc",
+ "IPY_MODEL_d730c2990d364f55bf7353fc93933a36",
+ "IPY_MODEL_7134685e9eca4965a0fac2ccff7c27a3",
+ "IPY_MODEL_4f58a5aaeb4440c6a82d09ad8948118e",
+ "IPY_MODEL_a8e480606bcc4f3880563b7b5c77059c",
+ "IPY_MODEL_32df308606ab4ea1a825d68856b89a20",
+ "IPY_MODEL_a51f1c869d3247c48ed993d0a0471bd9"
+ ],
+ "layout": "IPY_MODEL_5899507c7fe24791abefa54afd74c398"
+ }
+ },
+ "2316e6359a8042f2996c23c13d30a41f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "23dd260d36f14ab5ad1fd974df52c6f8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "246388c2a0044e85b4b7a30e84cc9d1e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q1 x",
+ "layout": "IPY_MODEL_36a3c66e61bd4a5aa161b7148afb9fae",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_a80fdc9f93b4473697487e0b82dd7ab2",
+ "value": -124.7
+ }
+ },
+ "25339a5320f74ec9beb4c86bb0d71250": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "27224dee8cdd4fb18390e20d79d7adc4": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "2b1c642e6db54b64a1184b0503e18b5c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "2b9716253600485bb04dffa0df813a98": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "2ce4203ec9874f46ad7ada34c766cab5": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "2d4ae881ac1a4badb4ccd6f42efe17bd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "2d91e19ffaae4dacb8cb96210c4c4f13": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "2e396b52f08e4467be54f051f88e3949": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "2ec6d172b8d145e581c42ef3cff31656": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "2f11d813991c4e7d8920f00480c4e1f4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Period x (pm):",
+ "layout": "IPY_MODEL_acc3d0e4da574424a4d1bae14037323b",
+ "max": 1000,
+ "step": null,
+ "style": "IPY_MODEL_d341ada8091a4984b7ed255dfc94da6c",
+ "value": 33
+ }
+ },
+ "30e1b5f112af40a4bc4e419bd020add5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "32b6ba0fed8e4dbf982b62c70d190a74": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q1 x",
+ "layout": "IPY_MODEL_9ffd00645bb84278b93826837c8a798f",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_04bd40e8879f46439736591ed45384a0",
+ "value": -123.519014
+ }
+ },
+ "32df308606ab4ea1a825d68856b89a20": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_df14da31a80e4308aa142ef9c7e37cb3",
+ "IPY_MODEL_689722bb758e47189f8aaadddd1427ab"
+ ],
+ "layout": "IPY_MODEL_b1fb126407ed45a98821575033a4bce8"
+ }
+ },
+ "342291d19aa14942903c368bb9b96f2a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "345d89fc85b74dc599d5a8367e841df2": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "3525a919fa56418791bd093c1e5adfe0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_387ba2c9ef5e444aa2b231b3ebfa795d",
+ "IPY_MODEL_a5cc9aa16eb44c478600aa249fbc4f25"
+ ],
+ "layout": "IPY_MODEL_49b7fa92e0fa471ca8d082412463899c"
+ }
+ },
+ "35fa5ae2c5954ca68bb1ff0429c25925": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "36a3c66e61bd4a5aa161b7148afb9fae": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "387ba2c9ef5e444aa2b231b3ebfa795d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Period x (pm):",
+ "layout": "IPY_MODEL_f3e6ba6ff8e24ff091aa3d97ff2b1852",
+ "max": 1000,
+ "step": null,
+ "style": "IPY_MODEL_63616508163a423dbfabb16b5a6015af",
+ "value": 33
+ }
+ },
+ "389b9c51c64143939fc0a4346ce98d7e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q3 x",
+ "layout": "IPY_MODEL_23dd260d36f14ab5ad1fd974df52c6f8",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_ecf1d4f9d57545be8c5250732f142ce8",
+ "value": -0.600638
+ }
+ },
+ "390b78b302a046b4b8f0847fbb309a81": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q4 x",
+ "layout": "IPY_MODEL_eeeb1a25980440e0b944113bcaf86642",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_6863ab7139314100b1b081f140c3e9de",
+ "value": 1.6054490000000001
+ }
+ },
+ "3914c4a06c5a4c219725163b6acf8f01": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "3b65d8c030314289ae34b143933d6f88": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "3c588e60523441469b0ab57ec62ce547": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "3dfd47f8e7a0444bb0b00dec9bb84084": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "3e3058f90d324fe0ba79097fd1fd06f7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "vmin",
+ "layout": "IPY_MODEL_503a109057734b678f842c7677cc32b9",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_f3b85bbd7d254bfba1f1b157724ebb71"
+ }
+ },
+ "410d65b4f7ec42938c5469ca533beef9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q4 x",
+ "layout": "IPY_MODEL_f1ea443917fa4cfd81e793f49a536299",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_d5675e9b1dbc46d68138b2c2e9383534",
+ "value": 1.6054490000000001
+ }
+ },
+ "418c27e7d05749b5bad2a842c8674a59": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_732b2a83bcb24253aa22314e93797079",
+ "IPY_MODEL_22b8265f1dbe43b2abec7b6b7a7570a2"
+ ],
+ "layout": "IPY_MODEL_d19021e8e7074002a88c72ba4dda3182"
+ }
+ },
+ "42576180404b4e0ca45a840787a44db3": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Period y (pm):",
+ "layout": "IPY_MODEL_754396e7adac41deac38aa20fd8d817c",
+ "max": 1000,
+ "step": null,
+ "style": "IPY_MODEL_ae1e649cedb04afe8544b3c4d9fda166",
+ "value": 33
+ }
+ },
+ "4391e82e2d38442cae4856cc62eecd17": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "46c63f0e266649399cfd8fe067ab3960": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "493603acf04d4752a3959d7cbb9ef8e4": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "493dd78768b345569005b44b0be93d23": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q2 x",
+ "layout": "IPY_MODEL_f8a9f88d069644d2b51d696b618a450d",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_55ea5b7680394e70ad79a218f80cb90b",
+ "value": -126.9
+ }
+ },
+ "4970d0bd26654a8a99f390446a15f852": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "49b7fa92e0fa471ca8d082412463899c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "4ac57bcad2e34d81ac479923ca5f4588": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q2 y",
+ "layout": "IPY_MODEL_13543ddd5e5d44b7a680b0143ebd1d65",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_cac621cbf5d54e2a9d9a085b002952f1",
+ "value": -118.248812
+ }
+ },
+ "4b8f27cd98b845baa6b29b139a87a814": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "VBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_5dd8d719261a4187a4c86451bccc5582",
+ "IPY_MODEL_c3d8ad5e43664110bc5cdda37eb72f33",
+ "IPY_MODEL_3525a919fa56418791bd093c1e5adfe0",
+ "IPY_MODEL_b3530b991af04071a2b89b3ac28ecca0",
+ "IPY_MODEL_ef9e98688f9240ef81d69205bc2e725c",
+ "IPY_MODEL_9f92476047a5476c927f5988fd29fba6",
+ "IPY_MODEL_daf15ec5c506406eb8794b16ca47e059"
+ ],
+ "layout": "IPY_MODEL_493603acf04d4752a3959d7cbb9ef8e4"
+ }
+ },
+ "4c5cdce87c92437bbb83977344ddd7d8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_4f7b63d529f54354b7770cb5f015029e"
+ ],
+ "layout": "IPY_MODEL_be93d82555ed4361846c8f79621b980b"
+ }
+ },
+ "4c606dc0933b47a59ff659aa643bf587": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q4 y",
+ "layout": "IPY_MODEL_1af18a8efbca4dd1a7f872e2f3bff7d1",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_e82a83931d664f629074aeabacbf1fdd",
+ "value": 1.4930180000000064
+ }
+ },
+ "4dccd612eae341a483dafbf226f2ca32": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "4f351dac04244c4983c5779bec312e23": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "4f58a5aaeb4440c6a82d09ad8948118e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_72d2029c55ba44e7acc0d28107b11b7e",
+ "IPY_MODEL_85443ecd7be04c31ad6ec27a5ecd1bff"
+ ],
+ "layout": "IPY_MODEL_f3b353d840604a979902c2a315aa687f"
+ }
+ },
+ "4f7b63d529f54354b7770cb5f015029e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "VBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_9cffba1490d24535b8ca84ecdd0b4ab3",
+ "IPY_MODEL_07c53eb601db4ce091a22fe60b554b56",
+ "IPY_MODEL_fa7c01169351479fa1ef2c92fae28ca4",
+ "IPY_MODEL_766d61ad6b824650a1d8b468b653b392",
+ "IPY_MODEL_ccabe65a1ff748ae9eaeff03cafe90d8",
+ "IPY_MODEL_d9d3b2ad399249a9ab6d2ee7c09fedc0",
+ "IPY_MODEL_7662a6a4a9a1434ea71177501408f01e"
+ ],
+ "layout": "IPY_MODEL_a6b3f7777763409482c0f9a67532aa0d"
+ }
+ },
+ "503a109057734b678f842c7677cc32b9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "50d4c903ef0148bc9ee8abf560b4bd20": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "51ec9d433eb944cdacd3e9bffeb0d413": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Period y (pm):",
+ "layout": "IPY_MODEL_1185e7b969094a4ca2251ef417e11d33",
+ "max": 1000,
+ "step": null,
+ "style": "IPY_MODEL_8e7d73a7717a4f3888141a5e7f351fd7",
+ "value": 33.65
+ }
+ },
+ "52e4f6326a9d4a0ba3093c6dae82089a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "52f91d30d348444f9286cbd5bb6e689d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "541327afbe3a4711b32abfc0678e1d1d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "54286a3f8b7240268999dd1900c50744": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "555eb1e71e744412be460d5e2bb4fadc": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ButtonModel",
+ "state": {
+ "description": "Update",
+ "layout": "IPY_MODEL_61ccfad0609947efa0440f9df8a456f4",
+ "style": "IPY_MODEL_18a0f5c4d5d0480c97571f93cbe18dd9"
+ }
+ },
+ "55ea5b7680394e70ad79a218f80cb90b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "574b4250c4244af3adb43a890a31a558": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "5769dbcca89f4c109622cfb2c3ff6e8f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q4 x",
+ "layout": "IPY_MODEL_65d4754412a740aa8581b3f10a2dd26d",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_0c129029bd964644ac244a0085ff7aea",
+ "value": 1.6054490000000001
+ }
+ },
+ "58257319902147c48c65eda1596ba0ce": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_389b9c51c64143939fc0a4346ce98d7e",
+ "IPY_MODEL_fef3d78f84614d29b20cabcf66587393"
+ ],
+ "layout": "IPY_MODEL_25339a5320f74ec9beb4c86bb0d71250"
+ }
+ },
+ "5899507c7fe24791abefa54afd74c398": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "58e8d2b4fb8e4cbabb14a3c0371dbd76": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "597c085174354324985d5a419362d9ee": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q4 y",
+ "layout": "IPY_MODEL_15c6dc66f07a475fa73fc88841776344",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_5a40c96e872c4b5b949542aa004c597f",
+ "value": 1.4930180000000064
+ }
+ },
+ "59800cd992894d8c8ad0ce1112ef0cb7": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "59936cf6b07346a5afc27834b581cb86": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q4 y",
+ "layout": "IPY_MODEL_0758fd53d7974ddc92119da28da4553a",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_f1dc71d2b5b643648fe7d837eee5266d",
+ "value": 1.4930180000000064
+ }
+ },
+ "5a40c96e872c4b5b949542aa004c597f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "5a63c5e9134f401ea3a1ee4a00711925": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "5cbb8e30e9884d65871042f5d579d27f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "5dd8d719261a4187a4c86451bccc5582": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ButtonModel",
+ "state": {
+ "description": "Update",
+ "layout": "IPY_MODEL_84b6c0c9603242218594d305f49f34dd",
+ "style": "IPY_MODEL_d4cade76af0c42e19bc865137697d7c9"
+ }
+ },
+ "5e3158404bed420ba28612d73a280484": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q4 y",
+ "layout": "IPY_MODEL_3dfd47f8e7a0444bb0b00dec9bb84084",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_8c5c478782034e3b9193fd28e2c7c423",
+ "value": 1.4930180000000064
+ }
+ },
+ "5f2defe294734f5b94beda733673204f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "607a5e4afb474957bbea830fb9b026db": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_390b78b302a046b4b8f0847fbb309a81",
+ "IPY_MODEL_59936cf6b07346a5afc27834b581cb86"
+ ],
+ "layout": "IPY_MODEL_f9b9ee96d43a479bb894bb615c1ebdd9"
+ }
+ },
+ "607d3f4c9c234e47ab1bcc7964a75762": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "61ccfad0609947efa0440f9df8a456f4": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "6288c9ce6da145678d9bb4b8b1b883b9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "63616508163a423dbfabb16b5a6015af": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "654d6ecf53804e5f8cdb3492ba10d5d1": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "65ac8c3f003c4dfeaaca124f7e1c2ea5": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "65d4754412a740aa8581b3f10a2dd26d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "66b7f90076564964b39595504c5fc629": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "66cd5b17b354423f9648889d02dd99f4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q2 x",
+ "layout": "IPY_MODEL_e0ce2cd75c7241ee84ca530672674ce9",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_9d9ea255f0054d998bbca2a3f35edb17",
+ "value": -126.18
+ }
+ },
+ "66ff14a2c89a4fa784a19d9d379fa556": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q4 x",
+ "layout": "IPY_MODEL_d0cbc9d4e5554ca0b78ee0aaea30706c",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_f84fe5e267bc499293636daa01e6e47d",
+ "value": 2
+ }
+ },
+ "6863ab7139314100b1b081f140c3e9de": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "689722bb758e47189f8aaadddd1427ab": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q3 y",
+ "layout": "IPY_MODEL_1be6b87c9bdc4f5ab85d7f3f9f01e258",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_c1538e3cdd9a45bdbb3c488d1ff5b614",
+ "value": -119.65706899999999
+ }
+ },
+ "6a5e0f4e8ebd4e2a838ffa137e438618": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "6c0f428713de49808b47f3f99804e50e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_877185881d4f48e690602a80c92fd406",
+ "IPY_MODEL_d5dedd101215471c9678672f34b98e1c"
+ ],
+ "layout": "IPY_MODEL_f4fbc74fff39483e94589053ca922585"
+ }
+ },
+ "6c6ec946166e4e1e9d9a84d6e11913e0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "vmin",
+ "layout": "IPY_MODEL_654d6ecf53804e5f8cdb3492ba10d5d1",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_b32cd340c8a64993beea1b45db7d96fd"
+ }
+ },
+ "6eab34c58ee747c59dc137fe449dc992": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "70e151bdbefe43289354204bae1b3462": {
+ "model_module": "@jupyter-widgets/output",
+ "model_module_version": "1.0.0",
+ "model_name": "OutputModel",
+ "state": {
+ "layout": "IPY_MODEL_fc94b04da94147bba1082d8129d451d4",
+ "outputs": [
+ {
+ "data": {
+ "application/javascript": "/* Put everything inside the global mpl namespace */\n/* global mpl */\nwindow.mpl = {};\n\nmpl.get_websocket_type = function () {\n if (typeof WebSocket !== 'undefined') {\n return WebSocket;\n } else if (typeof MozWebSocket !== 'undefined') {\n return MozWebSocket;\n } else {\n alert(\n 'Your browser does not have WebSocket support. ' +\n 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n 'Firefox 4 and 5 are also supported but you ' +\n 'have to enable WebSockets in about:config.'\n );\n }\n};\n\nmpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n this.id = figure_id;\n\n this.ws = websocket;\n\n this.supports_binary = this.ws.binaryType !== undefined;\n\n if (!this.supports_binary) {\n var warnings = document.getElementById('mpl-warnings');\n if (warnings) {\n warnings.style.display = 'block';\n warnings.textContent =\n 'This browser does not support binary websocket messages. ' +\n 'Performance may be slow.';\n }\n }\n\n this.imageObj = new Image();\n\n this.context = undefined;\n this.message = undefined;\n this.canvas = undefined;\n this.rubberband_canvas = undefined;\n this.rubberband_context = undefined;\n this.format_dropdown = undefined;\n\n this.image_mode = 'full';\n\n this.root = document.createElement('div');\n this.root.setAttribute('style', 'display: inline-block');\n this._root_extra_style(this.root);\n\n parent_element.appendChild(this.root);\n\n this._init_header(this);\n this._init_canvas(this);\n this._init_toolbar(this);\n\n var fig = this;\n\n this.waiting = false;\n\n this.ws.onopen = function () {\n fig.send_message('supports_binary', { value: fig.supports_binary });\n fig.send_message('send_image_mode', {});\n if (fig.ratio !== 1) {\n fig.send_message('set_dpi_ratio', { dpi_ratio: fig.ratio });\n }\n fig.send_message('refresh', {});\n };\n\n this.imageObj.onload = function () {\n if (fig.image_mode === 'full') {\n // Full images could contain transparency (where diff images\n // almost always do), so we need to clear the canvas so that\n // there is no ghosting.\n fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n }\n fig.context.drawImage(fig.imageObj, 0, 0);\n };\n\n this.imageObj.onunload = function () {\n fig.ws.close();\n };\n\n this.ws.onmessage = this._make_on_message_function(this);\n\n this.ondownload = ondownload;\n};\n\nmpl.figure.prototype._init_header = function () {\n var titlebar = document.createElement('div');\n titlebar.classList =\n 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n var titletext = document.createElement('div');\n titletext.classList = 'ui-dialog-title';\n titletext.setAttribute(\n 'style',\n 'width: 100%; text-align: center; padding: 3px;'\n );\n titlebar.appendChild(titletext);\n this.root.appendChild(titlebar);\n this.header = titletext;\n};\n\nmpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._init_canvas = function () {\n var fig = this;\n\n var canvas_div = (this.canvas_div = document.createElement('div'));\n canvas_div.setAttribute(\n 'style',\n 'border: 1px solid #ddd;' +\n 'box-sizing: content-box;' +\n 'clear: both;' +\n 'min-height: 1px;' +\n 'min-width: 1px;' +\n 'outline: 0;' +\n 'overflow: hidden;' +\n 'position: relative;' +\n 'resize: both;'\n );\n\n function on_keyboard_event_closure(name) {\n return function (event) {\n return fig.key_event(event, name);\n };\n }\n\n canvas_div.addEventListener(\n 'keydown',\n on_keyboard_event_closure('key_press')\n );\n canvas_div.addEventListener(\n 'keyup',\n on_keyboard_event_closure('key_release')\n );\n\n this._canvas_extra_style(canvas_div);\n this.root.appendChild(canvas_div);\n\n var canvas = (this.canvas = document.createElement('canvas'));\n canvas.classList.add('mpl-canvas');\n canvas.setAttribute('style', 'box-sizing: content-box;');\n\n this.context = canvas.getContext('2d');\n\n var backingStore =\n this.context.backingStorePixelRatio ||\n this.context.webkitBackingStorePixelRatio ||\n this.context.mozBackingStorePixelRatio ||\n this.context.msBackingStorePixelRatio ||\n this.context.oBackingStorePixelRatio ||\n this.context.backingStorePixelRatio ||\n 1;\n\n this.ratio = (window.devicePixelRatio || 1) / backingStore;\n\n var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n 'canvas'\n ));\n rubberband_canvas.setAttribute(\n 'style',\n 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n );\n\n // Apply a ponyfill if ResizeObserver is not implemented by browser.\n if (this.ResizeObserver === undefined) {\n if (window.ResizeObserver !== undefined) {\n this.ResizeObserver = window.ResizeObserver;\n } else {\n var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n this.ResizeObserver = obs.ResizeObserver;\n }\n }\n\n this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n var nentries = entries.length;\n for (var i = 0; i < nentries; i++) {\n var entry = entries[i];\n var width, height;\n if (entry.contentBoxSize) {\n if (entry.contentBoxSize instanceof Array) {\n // Chrome 84 implements new version of spec.\n width = entry.contentBoxSize[0].inlineSize;\n height = entry.contentBoxSize[0].blockSize;\n } else {\n // Firefox implements old version of spec.\n width = entry.contentBoxSize.inlineSize;\n height = entry.contentBoxSize.blockSize;\n }\n } else {\n // Chrome <84 implements even older version of spec.\n width = entry.contentRect.width;\n height = entry.contentRect.height;\n }\n\n // Keep the size of the canvas and rubber band canvas in sync with\n // the canvas container.\n if (entry.devicePixelContentBoxSize) {\n // Chrome 84 implements new version of spec.\n canvas.setAttribute(\n 'width',\n entry.devicePixelContentBoxSize[0].inlineSize\n );\n canvas.setAttribute(\n 'height',\n entry.devicePixelContentBoxSize[0].blockSize\n );\n } else {\n canvas.setAttribute('width', width * fig.ratio);\n canvas.setAttribute('height', height * fig.ratio);\n }\n canvas.setAttribute(\n 'style',\n 'width: ' + width + 'px; height: ' + height + 'px;'\n );\n\n rubberband_canvas.setAttribute('width', width);\n rubberband_canvas.setAttribute('height', height);\n\n // And update the size in Python. We ignore the initial 0/0 size\n // that occurs as the element is placed into the DOM, which should\n // otherwise not happen due to the minimum size styling.\n if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n fig.request_resize(width, height);\n }\n }\n });\n this.resizeObserverInstance.observe(canvas_div);\n\n function on_mouse_event_closure(name) {\n return function (event) {\n return fig.mouse_event(event, name);\n };\n }\n\n rubberband_canvas.addEventListener(\n 'mousedown',\n on_mouse_event_closure('button_press')\n );\n rubberband_canvas.addEventListener(\n 'mouseup',\n on_mouse_event_closure('button_release')\n );\n rubberband_canvas.addEventListener(\n 'dblclick',\n on_mouse_event_closure('dblclick')\n );\n // Throttle sequential mouse events to 1 every 20ms.\n rubberband_canvas.addEventListener(\n 'mousemove',\n on_mouse_event_closure('motion_notify')\n );\n\n rubberband_canvas.addEventListener(\n 'mouseenter',\n on_mouse_event_closure('figure_enter')\n );\n rubberband_canvas.addEventListener(\n 'mouseleave',\n on_mouse_event_closure('figure_leave')\n );\n\n canvas_div.addEventListener('wheel', function (event) {\n if (event.deltaY < 0) {\n event.step = 1;\n } else {\n event.step = -1;\n }\n on_mouse_event_closure('scroll')(event);\n });\n\n canvas_div.appendChild(canvas);\n canvas_div.appendChild(rubberband_canvas);\n\n this.rubberband_context = rubberband_canvas.getContext('2d');\n this.rubberband_context.strokeStyle = '#000000';\n\n this._resize_canvas = function (width, height, forward) {\n if (forward) {\n canvas_div.style.width = width + 'px';\n canvas_div.style.height = height + 'px';\n }\n };\n\n // Disable right mouse context menu.\n this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n event.preventDefault();\n return false;\n });\n\n function set_focus() {\n canvas.focus();\n canvas_div.focus();\n }\n\n window.setTimeout(set_focus, 100);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'mpl-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n continue;\n }\n\n var button = (fig.buttons[name] = document.createElement('button'));\n button.classList = 'mpl-widget';\n button.setAttribute('role', 'button');\n button.setAttribute('aria-disabled', 'false');\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n\n var icon_img = document.createElement('img');\n icon_img.src = '_images/' + image + '.png';\n icon_img.srcset = '_images/' + image + '_large.png 2x';\n icon_img.alt = tooltip;\n button.appendChild(icon_img);\n\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n var fmt_picker = document.createElement('select');\n fmt_picker.classList = 'mpl-widget';\n toolbar.appendChild(fmt_picker);\n this.format_dropdown = fmt_picker;\n\n for (var ind in mpl.extensions) {\n var fmt = mpl.extensions[ind];\n var option = document.createElement('option');\n option.selected = fmt === mpl.default_extension;\n option.innerHTML = fmt;\n fmt_picker.appendChild(option);\n }\n\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n};\n\nmpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n // which will in turn request a refresh of the image.\n this.send_message('resize', { width: x_pixels, height: y_pixels });\n};\n\nmpl.figure.prototype.send_message = function (type, properties) {\n properties['type'] = type;\n properties['figure_id'] = this.id;\n this.ws.send(JSON.stringify(properties));\n};\n\nmpl.figure.prototype.send_draw_message = function () {\n if (!this.waiting) {\n this.waiting = true;\n this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n var format_dropdown = fig.format_dropdown;\n var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n fig.ondownload(fig, format);\n};\n\nmpl.figure.prototype.handle_resize = function (fig, msg) {\n var size = msg['size'];\n if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n fig._resize_canvas(size[0], size[1], msg['forward']);\n fig.send_message('refresh', {});\n }\n};\n\nmpl.figure.prototype.handle_rubberband = function (fig, msg) {\n var x0 = msg['x0'] / fig.ratio;\n var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n var x1 = msg['x1'] / fig.ratio;\n var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n x0 = Math.floor(x0) + 0.5;\n y0 = Math.floor(y0) + 0.5;\n x1 = Math.floor(x1) + 0.5;\n y1 = Math.floor(y1) + 0.5;\n var min_x = Math.min(x0, x1);\n var min_y = Math.min(y0, y1);\n var width = Math.abs(x1 - x0);\n var height = Math.abs(y1 - y0);\n\n fig.rubberband_context.clearRect(\n 0,\n 0,\n fig.canvas.width / fig.ratio,\n fig.canvas.height / fig.ratio\n );\n\n fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n};\n\nmpl.figure.prototype.handle_figure_label = function (fig, msg) {\n // Updates the figure title.\n fig.header.textContent = msg['label'];\n};\n\nmpl.figure.prototype.handle_cursor = function (fig, msg) {\n var cursor = msg['cursor'];\n switch (cursor) {\n case 0:\n cursor = 'pointer';\n break;\n case 1:\n cursor = 'default';\n break;\n case 2:\n cursor = 'crosshair';\n break;\n case 3:\n cursor = 'move';\n break;\n }\n fig.rubberband_canvas.style.cursor = cursor;\n};\n\nmpl.figure.prototype.handle_message = function (fig, msg) {\n fig.message.textContent = msg['message'];\n};\n\nmpl.figure.prototype.handle_draw = function (fig, _msg) {\n // Request the server to send over a new figure.\n fig.send_draw_message();\n};\n\nmpl.figure.prototype.handle_image_mode = function (fig, msg) {\n fig.image_mode = msg['mode'];\n};\n\nmpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n for (var key in msg) {\n if (!(key in fig.buttons)) {\n continue;\n }\n fig.buttons[key].disabled = !msg[key];\n fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n }\n};\n\nmpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n if (msg['mode'] === 'PAN') {\n fig.buttons['Pan'].classList.add('active');\n fig.buttons['Zoom'].classList.remove('active');\n } else if (msg['mode'] === 'ZOOM') {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.add('active');\n } else {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.remove('active');\n }\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Called whenever the canvas gets updated.\n this.send_message('ack', {});\n};\n\n// A function to construct a web socket function for onmessage handling.\n// Called in the figure constructor.\nmpl.figure.prototype._make_on_message_function = function (fig) {\n return function socket_on_message(evt) {\n if (evt.data instanceof Blob) {\n var img = evt.data;\n if (img.type !== 'image/png') {\n /* FIXME: We get \"Resource interpreted as Image but\n * transferred with MIME type text/plain:\" errors on\n * Chrome. But how to set the MIME type? It doesn't seem\n * to be part of the websocket stream */\n img.type = 'image/png';\n }\n\n /* Free the memory for the previous frames */\n if (fig.imageObj.src) {\n (window.URL || window.webkitURL).revokeObjectURL(\n fig.imageObj.src\n );\n }\n\n fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n img\n );\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n } else if (\n typeof evt.data === 'string' &&\n evt.data.slice(0, 21) === 'data:image/png;base64'\n ) {\n fig.imageObj.src = evt.data;\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n\n var msg = JSON.parse(evt.data);\n var msg_type = msg['type'];\n\n // Call the \"handle_{type}\" callback, which takes\n // the figure and JSON message as its only arguments.\n try {\n var callback = fig['handle_' + msg_type];\n } catch (e) {\n console.log(\n \"No handler for the '\" + msg_type + \"' message type: \",\n msg\n );\n return;\n }\n\n if (callback) {\n try {\n // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n callback(fig, msg);\n } catch (e) {\n console.log(\n \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n e,\n e.stack,\n msg\n );\n }\n }\n };\n};\n\n// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\nmpl.findpos = function (e) {\n //this section is from http://www.quirksmode.org/js/events_properties.html\n var targ;\n if (!e) {\n e = window.event;\n }\n if (e.target) {\n targ = e.target;\n } else if (e.srcElement) {\n targ = e.srcElement;\n }\n if (targ.nodeType === 3) {\n // defeat Safari bug\n targ = targ.parentNode;\n }\n\n // pageX,Y are the mouse positions relative to the document\n var boundingRect = targ.getBoundingClientRect();\n var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n\n return { x: x, y: y };\n};\n\n/*\n * return a copy of an object with only non-object keys\n * we need this to avoid circular references\n * http://stackoverflow.com/a/24161582/3208463\n */\nfunction simpleKeys(original) {\n return Object.keys(original).reduce(function (obj, key) {\n if (typeof original[key] !== 'object') {\n obj[key] = original[key];\n }\n return obj;\n }, {});\n}\n\nmpl.figure.prototype.mouse_event = function (event, name) {\n var canvas_pos = mpl.findpos(event);\n\n if (name === 'button_press') {\n this.canvas.focus();\n this.canvas_div.focus();\n }\n\n var x = canvas_pos.x * this.ratio;\n var y = canvas_pos.y * this.ratio;\n\n this.send_message(name, {\n x: x,\n y: y,\n button: event.button,\n step: event.step,\n guiEvent: simpleKeys(event),\n });\n\n /* This prevents the web browser from automatically changing to\n * the text insertion cursor when the button is pressed. We want\n * to control all of the cursor setting manually through the\n * 'cursor' event from matplotlib */\n event.preventDefault();\n return false;\n};\n\nmpl.figure.prototype._key_event_extra = function (_event, _name) {\n // Handle any extra behaviour associated with a key event\n};\n\nmpl.figure.prototype.key_event = function (event, name) {\n // Prevent repeat events\n if (name === 'key_press') {\n if (event.key === this._key) {\n return;\n } else {\n this._key = event.key;\n }\n }\n if (name === 'key_release') {\n this._key = null;\n }\n\n var value = '';\n if (event.ctrlKey && event.key !== 'Control') {\n value += 'ctrl+';\n }\n else if (event.altKey && event.key !== 'Alt') {\n value += 'alt+';\n }\n else if (event.shiftKey && event.key !== 'Shift') {\n value += 'shift+';\n }\n\n value += 'k' + event.key;\n\n this._key_event_extra(event, name);\n\n this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n return false;\n};\n\nmpl.figure.prototype.toolbar_button_onclick = function (name) {\n if (name === 'download') {\n this.handle_save(this, null);\n } else {\n this.send_message('toolbar_button', { name: name });\n }\n};\n\nmpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n this.message.textContent = tooltip;\n};\n\n///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n// prettier-ignore\nvar _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\nmpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n\nmpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n\nmpl.default_extension = \"png\";/* global mpl */\n\nvar comm_websocket_adapter = function (comm) {\n // Create a \"websocket\"-like object which calls the given IPython comm\n // object with the appropriate methods. Currently this is a non binary\n // socket, so there is still some room for performance tuning.\n var ws = {};\n\n ws.binaryType = comm.kernel.ws.binaryType;\n ws.readyState = comm.kernel.ws.readyState;\n function updateReadyState(_event) {\n if (comm.kernel.ws) {\n ws.readyState = comm.kernel.ws.readyState;\n } else {\n ws.readyState = 3; // Closed state.\n }\n }\n comm.kernel.ws.addEventListener('open', updateReadyState);\n comm.kernel.ws.addEventListener('close', updateReadyState);\n comm.kernel.ws.addEventListener('error', updateReadyState);\n\n ws.close = function () {\n comm.close();\n };\n ws.send = function (m) {\n //console.log('sending', m);\n comm.send(m);\n };\n // Register the callback with on_msg.\n comm.on_msg(function (msg) {\n //console.log('receiving', msg['content']['data'], msg);\n var data = msg['content']['data'];\n if (data['blob'] !== undefined) {\n data = {\n data: new Blob(msg['buffers'], { type: data['blob'] }),\n };\n }\n // Pass the mpl event to the overridden (by mpl) onmessage function.\n ws.onmessage(data);\n });\n return ws;\n};\n\nmpl.mpl_figure_comm = function (comm, msg) {\n // This is the function which gets called when the mpl process\n // starts-up an IPython Comm through the \"matplotlib\" channel.\n\n var id = msg.content.data.id;\n // Get hold of the div created by the display call when the Comm\n // socket was opened in Python.\n var element = document.getElementById(id);\n var ws_proxy = comm_websocket_adapter(comm);\n\n function ondownload(figure, _format) {\n window.open(figure.canvas.toDataURL());\n }\n\n var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n\n // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n // web socket which is closed, not our websocket->open comm proxy.\n ws_proxy.onopen();\n\n fig.parent_element = element;\n fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n if (!fig.cell_info) {\n console.error('Failed to find cell for figure', id, fig);\n return;\n }\n fig.cell_info[0].output_area.element.on(\n 'cleared',\n { fig: fig },\n fig._remove_fig_handler\n );\n};\n\nmpl.figure.prototype.handle_close = function (fig, msg) {\n var width = fig.canvas.width / fig.ratio;\n fig.cell_info[0].output_area.element.off(\n 'cleared',\n fig._remove_fig_handler\n );\n fig.resizeObserverInstance.unobserve(fig.canvas_div);\n\n // Update the output cell to use the data from the current canvas.\n fig.push_to_output();\n var dataURL = fig.canvas.toDataURL();\n // Re-enable the keyboard manager in IPython - without this line, in FF,\n // the notebook keyboard shortcuts fail.\n IPython.keyboard_manager.enable();\n fig.parent_element.innerHTML =\n '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n fig.close_ws(fig, msg);\n};\n\nmpl.figure.prototype.close_ws = function (fig, msg) {\n fig.send_message('closing', msg);\n // fig.ws.close()\n};\n\nmpl.figure.prototype.push_to_output = function (_remove_interactive) {\n // Turn the data on the canvas into data in the output cell.\n var width = this.canvas.width / this.ratio;\n var dataURL = this.canvas.toDataURL();\n this.cell_info[1]['text/html'] =\n '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Tell IPython that the notebook contents must change.\n IPython.notebook.set_dirty(true);\n this.send_message('ack', {});\n var fig = this;\n // Wait a second, then push the new image to the DOM so\n // that it is saved nicely (might be nice to debounce this).\n setTimeout(function () {\n fig.push_to_output();\n }, 1000);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'btn-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n var button;\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n continue;\n }\n\n button = fig.buttons[name] = document.createElement('button');\n button.classList = 'btn btn-default';\n button.href = '#';\n button.title = name;\n button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n // Add the status bar.\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message pull-right';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n\n // Add the close button to the window.\n var buttongrp = document.createElement('div');\n buttongrp.classList = 'btn-group inline pull-right';\n button = document.createElement('button');\n button.classList = 'btn btn-mini btn-primary';\n button.href = '#';\n button.title = 'Stop Interaction';\n button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n button.addEventListener('click', function (_evt) {\n fig.handle_close(fig, {});\n });\n button.addEventListener(\n 'mouseover',\n on_mouseover_closure('Stop Interaction')\n );\n buttongrp.appendChild(button);\n var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n titlebar.insertBefore(buttongrp, titlebar.firstChild);\n};\n\nmpl.figure.prototype._remove_fig_handler = function (event) {\n var fig = event.data.fig;\n if (event.target !== this) {\n // Ignore bubbled events from children.\n return;\n }\n fig.close_ws(fig, {});\n};\n\nmpl.figure.prototype._root_extra_style = function (el) {\n el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n};\n\nmpl.figure.prototype._canvas_extra_style = function (el) {\n // this is important to make the div 'focusable\n el.setAttribute('tabindex', 0);\n // reach out to IPython and tell the keyboard manager to turn it's self\n // off when our div gets focus\n\n // location in version 3\n if (IPython.notebook.keyboard_manager) {\n IPython.notebook.keyboard_manager.register_events(el);\n } else {\n // location in version 2\n IPython.keyboard_manager.register_events(el);\n }\n};\n\nmpl.figure.prototype._key_event_extra = function (event, _name) {\n var manager = IPython.notebook.keyboard_manager;\n if (!manager) {\n manager = IPython.keyboard_manager;\n }\n\n // Check for shift+enter\n if (event.shiftKey && event.which === 13) {\n this.canvas_div.blur();\n // select the cell after this one\n var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n IPython.notebook.select(index + 1);\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n fig.ondownload(fig, null);\n};\n\nmpl.find_output_cell = function (html_output) {\n // Return the cell and output element which can be found *uniquely* in the notebook.\n // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n // IPython event is triggered only after the cells have been serialised, which for\n // our purposes (turning an active figure into a static one), is too late.\n var cells = IPython.notebook.get_cells();\n var ncells = cells.length;\n for (var i = 0; i < ncells; i++) {\n var cell = cells[i];\n if (cell.cell_type === 'code') {\n for (var j = 0; j < cell.output_area.outputs.length; j++) {\n var data = cell.output_area.outputs[j];\n if (data.data) {\n // IPython >= 3 moved mimebundle to data attribute of output\n data = data.data;\n }\n if (data['text/html'] === html_output) {\n return [cell, data, j];\n }\n }\n }\n }\n};\n\n// Register the function which deals with the matplotlib target/channel.\n// The kernel may be null if the page has been refreshed.\nif (IPython.notebook.kernel !== null) {\n IPython.notebook.kernel.comm_manager.register_target(\n 'matplotlib',\n mpl.mpl_figure_comm\n );\n}\n",
+ "text/plain": "<IPython.core.display.Javascript object>"
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": "<div id='f87ade3a-ab3b-4805-86fd-5a9636712f74'></div>",
+ "text/plain": "<IPython.core.display.HTML object>"
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ]
+ }
+ },
+ "711495b82efa4195993a0f467b0db30c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_66cd5b17b354423f9648889d02dd99f4",
+ "IPY_MODEL_8401969e604a4de9bf1270e3899ea696"
+ ],
+ "layout": "IPY_MODEL_ac2eb5d76f1f490f99c7c61352c1073d"
+ }
+ },
+ "7134685e9eca4965a0fac2ccff7c27a3": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_bee5cd1400114a1ca7b24ba1fcb4247f",
+ "IPY_MODEL_e7fb4fc813d640599db19efeea30fafb"
+ ],
+ "layout": "IPY_MODEL_e0fdb683417f4d76856ab9e295af0056"
+ }
+ },
+ "727a7d94d8ef49278df1a494e9063087": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "72a5dfef249845fd962decf11068d696": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "72b599076aa94acfa1dcea5b0bdaa846": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "72d2029c55ba44e7acc0d28107b11b7e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q1 x",
+ "layout": "IPY_MODEL_f0513a41c8b5482f95b78595fc4d7e8b",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_fbdfb3d9f9fe4ea0bbb67184e71302b4",
+ "value": -123.519014
+ }
+ },
+ "732b2a83bcb24253aa22314e93797079": {
+ "model_module": "@jupyter-widgets/output",
+ "model_module_version": "1.0.0",
+ "model_name": "OutputModel",
+ "state": {
+ "layout": "IPY_MODEL_a767cfc94fc04775a27c9ea7757dbfc4",
+ "outputs": [
+ {
+ "data": {
+ "application/javascript": "/* Put everything inside the global mpl namespace */\n/* global mpl */\nwindow.mpl = {};\n\nmpl.get_websocket_type = function () {\n if (typeof WebSocket !== 'undefined') {\n return WebSocket;\n } else if (typeof MozWebSocket !== 'undefined') {\n return MozWebSocket;\n } else {\n alert(\n 'Your browser does not have WebSocket support. ' +\n 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n 'Firefox 4 and 5 are also supported but you ' +\n 'have to enable WebSockets in about:config.'\n );\n }\n};\n\nmpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n this.id = figure_id;\n\n this.ws = websocket;\n\n this.supports_binary = this.ws.binaryType !== undefined;\n\n if (!this.supports_binary) {\n var warnings = document.getElementById('mpl-warnings');\n if (warnings) {\n warnings.style.display = 'block';\n warnings.textContent =\n 'This browser does not support binary websocket messages. ' +\n 'Performance may be slow.';\n }\n }\n\n this.imageObj = new Image();\n\n this.context = undefined;\n this.message = undefined;\n this.canvas = undefined;\n this.rubberband_canvas = undefined;\n this.rubberband_context = undefined;\n this.format_dropdown = undefined;\n\n this.image_mode = 'full';\n\n this.root = document.createElement('div');\n this.root.setAttribute('style', 'display: inline-block');\n this._root_extra_style(this.root);\n\n parent_element.appendChild(this.root);\n\n this._init_header(this);\n this._init_canvas(this);\n this._init_toolbar(this);\n\n var fig = this;\n\n this.waiting = false;\n\n this.ws.onopen = function () {\n fig.send_message('supports_binary', { value: fig.supports_binary });\n fig.send_message('send_image_mode', {});\n if (fig.ratio !== 1) {\n fig.send_message('set_dpi_ratio', { dpi_ratio: fig.ratio });\n }\n fig.send_message('refresh', {});\n };\n\n this.imageObj.onload = function () {\n if (fig.image_mode === 'full') {\n // Full images could contain transparency (where diff images\n // almost always do), so we need to clear the canvas so that\n // there is no ghosting.\n fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n }\n fig.context.drawImage(fig.imageObj, 0, 0);\n };\n\n this.imageObj.onunload = function () {\n fig.ws.close();\n };\n\n this.ws.onmessage = this._make_on_message_function(this);\n\n this.ondownload = ondownload;\n};\n\nmpl.figure.prototype._init_header = function () {\n var titlebar = document.createElement('div');\n titlebar.classList =\n 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n var titletext = document.createElement('div');\n titletext.classList = 'ui-dialog-title';\n titletext.setAttribute(\n 'style',\n 'width: 100%; text-align: center; padding: 3px;'\n );\n titlebar.appendChild(titletext);\n this.root.appendChild(titlebar);\n this.header = titletext;\n};\n\nmpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._init_canvas = function () {\n var fig = this;\n\n var canvas_div = (this.canvas_div = document.createElement('div'));\n canvas_div.setAttribute(\n 'style',\n 'border: 1px solid #ddd;' +\n 'box-sizing: content-box;' +\n 'clear: both;' +\n 'min-height: 1px;' +\n 'min-width: 1px;' +\n 'outline: 0;' +\n 'overflow: hidden;' +\n 'position: relative;' +\n 'resize: both;'\n );\n\n function on_keyboard_event_closure(name) {\n return function (event) {\n return fig.key_event(event, name);\n };\n }\n\n canvas_div.addEventListener(\n 'keydown',\n on_keyboard_event_closure('key_press')\n );\n canvas_div.addEventListener(\n 'keyup',\n on_keyboard_event_closure('key_release')\n );\n\n this._canvas_extra_style(canvas_div);\n this.root.appendChild(canvas_div);\n\n var canvas = (this.canvas = document.createElement('canvas'));\n canvas.classList.add('mpl-canvas');\n canvas.setAttribute('style', 'box-sizing: content-box;');\n\n this.context = canvas.getContext('2d');\n\n var backingStore =\n this.context.backingStorePixelRatio ||\n this.context.webkitBackingStorePixelRatio ||\n this.context.mozBackingStorePixelRatio ||\n this.context.msBackingStorePixelRatio ||\n this.context.oBackingStorePixelRatio ||\n this.context.backingStorePixelRatio ||\n 1;\n\n this.ratio = (window.devicePixelRatio || 1) / backingStore;\n\n var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n 'canvas'\n ));\n rubberband_canvas.setAttribute(\n 'style',\n 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n );\n\n // Apply a ponyfill if ResizeObserver is not implemented by browser.\n if (this.ResizeObserver === undefined) {\n if (window.ResizeObserver !== undefined) {\n this.ResizeObserver = window.ResizeObserver;\n } else {\n var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n this.ResizeObserver = obs.ResizeObserver;\n }\n }\n\n this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n var nentries = entries.length;\n for (var i = 0; i < nentries; i++) {\n var entry = entries[i];\n var width, height;\n if (entry.contentBoxSize) {\n if (entry.contentBoxSize instanceof Array) {\n // Chrome 84 implements new version of spec.\n width = entry.contentBoxSize[0].inlineSize;\n height = entry.contentBoxSize[0].blockSize;\n } else {\n // Firefox implements old version of spec.\n width = entry.contentBoxSize.inlineSize;\n height = entry.contentBoxSize.blockSize;\n }\n } else {\n // Chrome <84 implements even older version of spec.\n width = entry.contentRect.width;\n height = entry.contentRect.height;\n }\n\n // Keep the size of the canvas and rubber band canvas in sync with\n // the canvas container.\n if (entry.devicePixelContentBoxSize) {\n // Chrome 84 implements new version of spec.\n canvas.setAttribute(\n 'width',\n entry.devicePixelContentBoxSize[0].inlineSize\n );\n canvas.setAttribute(\n 'height',\n entry.devicePixelContentBoxSize[0].blockSize\n );\n } else {\n canvas.setAttribute('width', width * fig.ratio);\n canvas.setAttribute('height', height * fig.ratio);\n }\n canvas.setAttribute(\n 'style',\n 'width: ' + width + 'px; height: ' + height + 'px;'\n );\n\n rubberband_canvas.setAttribute('width', width);\n rubberband_canvas.setAttribute('height', height);\n\n // And update the size in Python. We ignore the initial 0/0 size\n // that occurs as the element is placed into the DOM, which should\n // otherwise not happen due to the minimum size styling.\n if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n fig.request_resize(width, height);\n }\n }\n });\n this.resizeObserverInstance.observe(canvas_div);\n\n function on_mouse_event_closure(name) {\n return function (event) {\n return fig.mouse_event(event, name);\n };\n }\n\n rubberband_canvas.addEventListener(\n 'mousedown',\n on_mouse_event_closure('button_press')\n );\n rubberband_canvas.addEventListener(\n 'mouseup',\n on_mouse_event_closure('button_release')\n );\n rubberband_canvas.addEventListener(\n 'dblclick',\n on_mouse_event_closure('dblclick')\n );\n // Throttle sequential mouse events to 1 every 20ms.\n rubberband_canvas.addEventListener(\n 'mousemove',\n on_mouse_event_closure('motion_notify')\n );\n\n rubberband_canvas.addEventListener(\n 'mouseenter',\n on_mouse_event_closure('figure_enter')\n );\n rubberband_canvas.addEventListener(\n 'mouseleave',\n on_mouse_event_closure('figure_leave')\n );\n\n canvas_div.addEventListener('wheel', function (event) {\n if (event.deltaY < 0) {\n event.step = 1;\n } else {\n event.step = -1;\n }\n on_mouse_event_closure('scroll')(event);\n });\n\n canvas_div.appendChild(canvas);\n canvas_div.appendChild(rubberband_canvas);\n\n this.rubberband_context = rubberband_canvas.getContext('2d');\n this.rubberband_context.strokeStyle = '#000000';\n\n this._resize_canvas = function (width, height, forward) {\n if (forward) {\n canvas_div.style.width = width + 'px';\n canvas_div.style.height = height + 'px';\n }\n };\n\n // Disable right mouse context menu.\n this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n event.preventDefault();\n return false;\n });\n\n function set_focus() {\n canvas.focus();\n canvas_div.focus();\n }\n\n window.setTimeout(set_focus, 100);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'mpl-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n continue;\n }\n\n var button = (fig.buttons[name] = document.createElement('button'));\n button.classList = 'mpl-widget';\n button.setAttribute('role', 'button');\n button.setAttribute('aria-disabled', 'false');\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n\n var icon_img = document.createElement('img');\n icon_img.src = '_images/' + image + '.png';\n icon_img.srcset = '_images/' + image + '_large.png 2x';\n icon_img.alt = tooltip;\n button.appendChild(icon_img);\n\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n var fmt_picker = document.createElement('select');\n fmt_picker.classList = 'mpl-widget';\n toolbar.appendChild(fmt_picker);\n this.format_dropdown = fmt_picker;\n\n for (var ind in mpl.extensions) {\n var fmt = mpl.extensions[ind];\n var option = document.createElement('option');\n option.selected = fmt === mpl.default_extension;\n option.innerHTML = fmt;\n fmt_picker.appendChild(option);\n }\n\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n};\n\nmpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n // which will in turn request a refresh of the image.\n this.send_message('resize', { width: x_pixels, height: y_pixels });\n};\n\nmpl.figure.prototype.send_message = function (type, properties) {\n properties['type'] = type;\n properties['figure_id'] = this.id;\n this.ws.send(JSON.stringify(properties));\n};\n\nmpl.figure.prototype.send_draw_message = function () {\n if (!this.waiting) {\n this.waiting = true;\n this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n var format_dropdown = fig.format_dropdown;\n var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n fig.ondownload(fig, format);\n};\n\nmpl.figure.prototype.handle_resize = function (fig, msg) {\n var size = msg['size'];\n if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n fig._resize_canvas(size[0], size[1], msg['forward']);\n fig.send_message('refresh', {});\n }\n};\n\nmpl.figure.prototype.handle_rubberband = function (fig, msg) {\n var x0 = msg['x0'] / fig.ratio;\n var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n var x1 = msg['x1'] / fig.ratio;\n var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n x0 = Math.floor(x0) + 0.5;\n y0 = Math.floor(y0) + 0.5;\n x1 = Math.floor(x1) + 0.5;\n y1 = Math.floor(y1) + 0.5;\n var min_x = Math.min(x0, x1);\n var min_y = Math.min(y0, y1);\n var width = Math.abs(x1 - x0);\n var height = Math.abs(y1 - y0);\n\n fig.rubberband_context.clearRect(\n 0,\n 0,\n fig.canvas.width / fig.ratio,\n fig.canvas.height / fig.ratio\n );\n\n fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n};\n\nmpl.figure.prototype.handle_figure_label = function (fig, msg) {\n // Updates the figure title.\n fig.header.textContent = msg['label'];\n};\n\nmpl.figure.prototype.handle_cursor = function (fig, msg) {\n var cursor = msg['cursor'];\n switch (cursor) {\n case 0:\n cursor = 'pointer';\n break;\n case 1:\n cursor = 'default';\n break;\n case 2:\n cursor = 'crosshair';\n break;\n case 3:\n cursor = 'move';\n break;\n }\n fig.rubberband_canvas.style.cursor = cursor;\n};\n\nmpl.figure.prototype.handle_message = function (fig, msg) {\n fig.message.textContent = msg['message'];\n};\n\nmpl.figure.prototype.handle_draw = function (fig, _msg) {\n // Request the server to send over a new figure.\n fig.send_draw_message();\n};\n\nmpl.figure.prototype.handle_image_mode = function (fig, msg) {\n fig.image_mode = msg['mode'];\n};\n\nmpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n for (var key in msg) {\n if (!(key in fig.buttons)) {\n continue;\n }\n fig.buttons[key].disabled = !msg[key];\n fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n }\n};\n\nmpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n if (msg['mode'] === 'PAN') {\n fig.buttons['Pan'].classList.add('active');\n fig.buttons['Zoom'].classList.remove('active');\n } else if (msg['mode'] === 'ZOOM') {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.add('active');\n } else {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.remove('active');\n }\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Called whenever the canvas gets updated.\n this.send_message('ack', {});\n};\n\n// A function to construct a web socket function for onmessage handling.\n// Called in the figure constructor.\nmpl.figure.prototype._make_on_message_function = function (fig) {\n return function socket_on_message(evt) {\n if (evt.data instanceof Blob) {\n var img = evt.data;\n if (img.type !== 'image/png') {\n /* FIXME: We get \"Resource interpreted as Image but\n * transferred with MIME type text/plain:\" errors on\n * Chrome. But how to set the MIME type? It doesn't seem\n * to be part of the websocket stream */\n img.type = 'image/png';\n }\n\n /* Free the memory for the previous frames */\n if (fig.imageObj.src) {\n (window.URL || window.webkitURL).revokeObjectURL(\n fig.imageObj.src\n );\n }\n\n fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n img\n );\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n } else if (\n typeof evt.data === 'string' &&\n evt.data.slice(0, 21) === 'data:image/png;base64'\n ) {\n fig.imageObj.src = evt.data;\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n\n var msg = JSON.parse(evt.data);\n var msg_type = msg['type'];\n\n // Call the \"handle_{type}\" callback, which takes\n // the figure and JSON message as its only arguments.\n try {\n var callback = fig['handle_' + msg_type];\n } catch (e) {\n console.log(\n \"No handler for the '\" + msg_type + \"' message type: \",\n msg\n );\n return;\n }\n\n if (callback) {\n try {\n // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n callback(fig, msg);\n } catch (e) {\n console.log(\n \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n e,\n e.stack,\n msg\n );\n }\n }\n };\n};\n\n// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\nmpl.findpos = function (e) {\n //this section is from http://www.quirksmode.org/js/events_properties.html\n var targ;\n if (!e) {\n e = window.event;\n }\n if (e.target) {\n targ = e.target;\n } else if (e.srcElement) {\n targ = e.srcElement;\n }\n if (targ.nodeType === 3) {\n // defeat Safari bug\n targ = targ.parentNode;\n }\n\n // pageX,Y are the mouse positions relative to the document\n var boundingRect = targ.getBoundingClientRect();\n var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n\n return { x: x, y: y };\n};\n\n/*\n * return a copy of an object with only non-object keys\n * we need this to avoid circular references\n * http://stackoverflow.com/a/24161582/3208463\n */\nfunction simpleKeys(original) {\n return Object.keys(original).reduce(function (obj, key) {\n if (typeof original[key] !== 'object') {\n obj[key] = original[key];\n }\n return obj;\n }, {});\n}\n\nmpl.figure.prototype.mouse_event = function (event, name) {\n var canvas_pos = mpl.findpos(event);\n\n if (name === 'button_press') {\n this.canvas.focus();\n this.canvas_div.focus();\n }\n\n var x = canvas_pos.x * this.ratio;\n var y = canvas_pos.y * this.ratio;\n\n this.send_message(name, {\n x: x,\n y: y,\n button: event.button,\n step: event.step,\n guiEvent: simpleKeys(event),\n });\n\n /* This prevents the web browser from automatically changing to\n * the text insertion cursor when the button is pressed. We want\n * to control all of the cursor setting manually through the\n * 'cursor' event from matplotlib */\n event.preventDefault();\n return false;\n};\n\nmpl.figure.prototype._key_event_extra = function (_event, _name) {\n // Handle any extra behaviour associated with a key event\n};\n\nmpl.figure.prototype.key_event = function (event, name) {\n // Prevent repeat events\n if (name === 'key_press') {\n if (event.key === this._key) {\n return;\n } else {\n this._key = event.key;\n }\n }\n if (name === 'key_release') {\n this._key = null;\n }\n\n var value = '';\n if (event.ctrlKey && event.key !== 'Control') {\n value += 'ctrl+';\n }\n else if (event.altKey && event.key !== 'Alt') {\n value += 'alt+';\n }\n else if (event.shiftKey && event.key !== 'Shift') {\n value += 'shift+';\n }\n\n value += 'k' + event.key;\n\n this._key_event_extra(event, name);\n\n this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n return false;\n};\n\nmpl.figure.prototype.toolbar_button_onclick = function (name) {\n if (name === 'download') {\n this.handle_save(this, null);\n } else {\n this.send_message('toolbar_button', { name: name });\n }\n};\n\nmpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n this.message.textContent = tooltip;\n};\n\n///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n// prettier-ignore\nvar _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\nmpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n\nmpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n\nmpl.default_extension = \"png\";/* global mpl */\n\nvar comm_websocket_adapter = function (comm) {\n // Create a \"websocket\"-like object which calls the given IPython comm\n // object with the appropriate methods. Currently this is a non binary\n // socket, so there is still some room for performance tuning.\n var ws = {};\n\n ws.binaryType = comm.kernel.ws.binaryType;\n ws.readyState = comm.kernel.ws.readyState;\n function updateReadyState(_event) {\n if (comm.kernel.ws) {\n ws.readyState = comm.kernel.ws.readyState;\n } else {\n ws.readyState = 3; // Closed state.\n }\n }\n comm.kernel.ws.addEventListener('open', updateReadyState);\n comm.kernel.ws.addEventListener('close', updateReadyState);\n comm.kernel.ws.addEventListener('error', updateReadyState);\n\n ws.close = function () {\n comm.close();\n };\n ws.send = function (m) {\n //console.log('sending', m);\n comm.send(m);\n };\n // Register the callback with on_msg.\n comm.on_msg(function (msg) {\n //console.log('receiving', msg['content']['data'], msg);\n var data = msg['content']['data'];\n if (data['blob'] !== undefined) {\n data = {\n data: new Blob(msg['buffers'], { type: data['blob'] }),\n };\n }\n // Pass the mpl event to the overridden (by mpl) onmessage function.\n ws.onmessage(data);\n });\n return ws;\n};\n\nmpl.mpl_figure_comm = function (comm, msg) {\n // This is the function which gets called when the mpl process\n // starts-up an IPython Comm through the \"matplotlib\" channel.\n\n var id = msg.content.data.id;\n // Get hold of the div created by the display call when the Comm\n // socket was opened in Python.\n var element = document.getElementById(id);\n var ws_proxy = comm_websocket_adapter(comm);\n\n function ondownload(figure, _format) {\n window.open(figure.canvas.toDataURL());\n }\n\n var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n\n // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n // web socket which is closed, not our websocket->open comm proxy.\n ws_proxy.onopen();\n\n fig.parent_element = element;\n fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n if (!fig.cell_info) {\n console.error('Failed to find cell for figure', id, fig);\n return;\n }\n fig.cell_info[0].output_area.element.on(\n 'cleared',\n { fig: fig },\n fig._remove_fig_handler\n );\n};\n\nmpl.figure.prototype.handle_close = function (fig, msg) {\n var width = fig.canvas.width / fig.ratio;\n fig.cell_info[0].output_area.element.off(\n 'cleared',\n fig._remove_fig_handler\n );\n fig.resizeObserverInstance.unobserve(fig.canvas_div);\n\n // Update the output cell to use the data from the current canvas.\n fig.push_to_output();\n var dataURL = fig.canvas.toDataURL();\n // Re-enable the keyboard manager in IPython - without this line, in FF,\n // the notebook keyboard shortcuts fail.\n IPython.keyboard_manager.enable();\n fig.parent_element.innerHTML =\n '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n fig.close_ws(fig, msg);\n};\n\nmpl.figure.prototype.close_ws = function (fig, msg) {\n fig.send_message('closing', msg);\n // fig.ws.close()\n};\n\nmpl.figure.prototype.push_to_output = function (_remove_interactive) {\n // Turn the data on the canvas into data in the output cell.\n var width = this.canvas.width / this.ratio;\n var dataURL = this.canvas.toDataURL();\n this.cell_info[1]['text/html'] =\n '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Tell IPython that the notebook contents must change.\n IPython.notebook.set_dirty(true);\n this.send_message('ack', {});\n var fig = this;\n // Wait a second, then push the new image to the DOM so\n // that it is saved nicely (might be nice to debounce this).\n setTimeout(function () {\n fig.push_to_output();\n }, 1000);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'btn-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n var button;\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n continue;\n }\n\n button = fig.buttons[name] = document.createElement('button');\n button.classList = 'btn btn-default';\n button.href = '#';\n button.title = name;\n button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n // Add the status bar.\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message pull-right';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n\n // Add the close button to the window.\n var buttongrp = document.createElement('div');\n buttongrp.classList = 'btn-group inline pull-right';\n button = document.createElement('button');\n button.classList = 'btn btn-mini btn-primary';\n button.href = '#';\n button.title = 'Stop Interaction';\n button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n button.addEventListener('click', function (_evt) {\n fig.handle_close(fig, {});\n });\n button.addEventListener(\n 'mouseover',\n on_mouseover_closure('Stop Interaction')\n );\n buttongrp.appendChild(button);\n var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n titlebar.insertBefore(buttongrp, titlebar.firstChild);\n};\n\nmpl.figure.prototype._remove_fig_handler = function (event) {\n var fig = event.data.fig;\n if (event.target !== this) {\n // Ignore bubbled events from children.\n return;\n }\n fig.close_ws(fig, {});\n};\n\nmpl.figure.prototype._root_extra_style = function (el) {\n el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n};\n\nmpl.figure.prototype._canvas_extra_style = function (el) {\n // this is important to make the div 'focusable\n el.setAttribute('tabindex', 0);\n // reach out to IPython and tell the keyboard manager to turn it's self\n // off when our div gets focus\n\n // location in version 3\n if (IPython.notebook.keyboard_manager) {\n IPython.notebook.keyboard_manager.register_events(el);\n } else {\n // location in version 2\n IPython.keyboard_manager.register_events(el);\n }\n};\n\nmpl.figure.prototype._key_event_extra = function (event, _name) {\n var manager = IPython.notebook.keyboard_manager;\n if (!manager) {\n manager = IPython.keyboard_manager;\n }\n\n // Check for shift+enter\n if (event.shiftKey && event.which === 13) {\n this.canvas_div.blur();\n // select the cell after this one\n var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n IPython.notebook.select(index + 1);\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n fig.ondownload(fig, null);\n};\n\nmpl.find_output_cell = function (html_output) {\n // Return the cell and output element which can be found *uniquely* in the notebook.\n // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n // IPython event is triggered only after the cells have been serialised, which for\n // our purposes (turning an active figure into a static one), is too late.\n var cells = IPython.notebook.get_cells();\n var ncells = cells.length;\n for (var i = 0; i < ncells; i++) {\n var cell = cells[i];\n if (cell.cell_type === 'code') {\n for (var j = 0; j < cell.output_area.outputs.length; j++) {\n var data = cell.output_area.outputs[j];\n if (data.data) {\n // IPython >= 3 moved mimebundle to data attribute of output\n data = data.data;\n }\n if (data['text/html'] === html_output) {\n return [cell, data, j];\n }\n }\n }\n }\n};\n\n// Register the function which deals with the matplotlib target/channel.\n// The kernel may be null if the page has been refreshed.\nif (IPython.notebook.kernel !== null) {\n IPython.notebook.kernel.comm_manager.register_target(\n 'matplotlib',\n mpl.mpl_figure_comm\n );\n}\n",
+ "text/plain": "<IPython.core.display.Javascript object>"
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": "<div id='b1f04ed3-b086-4794-a45d-a2e4869bc3c3'></div>",
+ "text/plain": "<IPython.core.display.HTML object>"
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ]
+ }
+ },
+ "7460773ea70345a88f1441ce3de66715": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "754396e7adac41deac38aa20fd8d817c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "7621aea0e2be49ee91513d2f9fd1b184": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q2 y",
+ "layout": "IPY_MODEL_27224dee8cdd4fb18390e20d79d7adc4",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_aeba13d76ae5489092af58d7d3c34bc9",
+ "value": -118.248812
+ }
+ },
+ "7662a6a4a9a1434ea71177501408f01e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_66ff14a2c89a4fa784a19d9d379fa556",
+ "IPY_MODEL_8282aee5516e4066a73553c91561ebb1"
+ ],
+ "layout": "IPY_MODEL_6288c9ce6da145678d9bb4b8b1b883b9"
+ }
+ },
+ "766d61ad6b824650a1d8b468b653b392": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_246388c2a0044e85b4b7a30e84cc9d1e",
+ "IPY_MODEL_b0e258eef60d46d6a3a7df8ecdcac979"
+ ],
+ "layout": "IPY_MODEL_b21a4d524db84445b8a84d11f8ce7199"
+ }
+ },
+ "784e3ecbb5d2499d8bdad648d8c0df1c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q2 y",
+ "layout": "IPY_MODEL_96b71c884c9044ecb30db2fba2c3f67c",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_d7e39b6729d74a76ab7b311870b2c506",
+ "value": -118.248812
+ }
+ },
+ "7bdd47f887294eddbe16d7d0b9f6df53": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "7d2ac06b530d4494b24cf0b23e6e7694": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "vmin",
+ "layout": "IPY_MODEL_cd71f5c6604547b7b234057a472e3a75",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_58e8d2b4fb8e4cbabb14a3c0371dbd76"
+ }
+ },
+ "7f369bb2fe21432caacaa762c26c6220": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "80f8fe307a81445d8819464d44f09f67": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_7d2ac06b530d4494b24cf0b23e6e7694",
+ "IPY_MODEL_0afd321862194898986ac46fea8a696d"
+ ],
+ "layout": "IPY_MODEL_52f91d30d348444f9286cbd5bb6e689d"
+ }
+ },
+ "819adfa2f60a4d8fa76c9a879f717e9c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "8282aee5516e4066a73553c91561ebb1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q4 y",
+ "layout": "IPY_MODEL_eee439f9436946f49c0370b5fd35ffbc",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_345d89fc85b74dc599d5a8367e841df2",
+ "value": 2.4
+ }
+ },
+ "828378ba5e174eb1afb29fb3f8fcb597": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Period x (pm):",
+ "layout": "IPY_MODEL_c631055a9e15492aadee343e2f508dcc",
+ "max": 1000,
+ "step": null,
+ "style": "IPY_MODEL_72b599076aa94acfa1dcea5b0bdaa846",
+ "value": 33
+ }
+ },
+ "8401969e604a4de9bf1270e3899ea696": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q2 y",
+ "layout": "IPY_MODEL_d10c76b70ccb46ff9f6dd5be23150a2e",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_dabb5fecea9e4df381594e36cb904224",
+ "value": -118.248812
+ }
+ },
+ "84b6c0c9603242218594d305f49f34dd": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "852407b0bc2f4cb89c28c4f281af8212": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "85443ecd7be04c31ad6ec27a5ecd1bff": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q1 y",
+ "layout": "IPY_MODEL_a29f681243194f5fa70551dd903d5e71",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_adf0e67e794f4decba429e98c8b8ee36",
+ "value": 3.120173999999999
+ }
+ },
+ "867f69b43c2d4ea4905619a93df92822": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_32b6ba0fed8e4dbf982b62c70d190a74",
+ "IPY_MODEL_a97defb79ff745ada42463d9c072755b"
+ ],
+ "layout": "IPY_MODEL_8e381e06a83a4f49a993c2acceea9d0e"
+ }
+ },
+ "876c218977c24f98ba8e57d76bef805e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q3 x",
+ "layout": "IPY_MODEL_c20654bd178a41dea37aa0fb1ba8dac1",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_e197acae2b454e61bc14e79d32167b3a",
+ "value": -0.600638
+ }
+ },
+ "877185881d4f48e690602a80c92fd406": {
+ "model_module": "@jupyter-widgets/output",
+ "model_module_version": "1.0.0",
+ "model_name": "OutputModel",
+ "state": {
+ "layout": "IPY_MODEL_a7478a89f5ae4c3b8381dabdaafe46c8",
+ "outputs": [
+ {
+ "data": {
+ "application/javascript": "/* Put everything inside the global mpl namespace */\n/* global mpl */\nwindow.mpl = {};\n\nmpl.get_websocket_type = function () {\n if (typeof WebSocket !== 'undefined') {\n return WebSocket;\n } else if (typeof MozWebSocket !== 'undefined') {\n return MozWebSocket;\n } else {\n alert(\n 'Your browser does not have WebSocket support. ' +\n 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n 'Firefox 4 and 5 are also supported but you ' +\n 'have to enable WebSockets in about:config.'\n );\n }\n};\n\nmpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n this.id = figure_id;\n\n this.ws = websocket;\n\n this.supports_binary = this.ws.binaryType !== undefined;\n\n if (!this.supports_binary) {\n var warnings = document.getElementById('mpl-warnings');\n if (warnings) {\n warnings.style.display = 'block';\n warnings.textContent =\n 'This browser does not support binary websocket messages. ' +\n 'Performance may be slow.';\n }\n }\n\n this.imageObj = new Image();\n\n this.context = undefined;\n this.message = undefined;\n this.canvas = undefined;\n this.rubberband_canvas = undefined;\n this.rubberband_context = undefined;\n this.format_dropdown = undefined;\n\n this.image_mode = 'full';\n\n this.root = document.createElement('div');\n this.root.setAttribute('style', 'display: inline-block');\n this._root_extra_style(this.root);\n\n parent_element.appendChild(this.root);\n\n this._init_header(this);\n this._init_canvas(this);\n this._init_toolbar(this);\n\n var fig = this;\n\n this.waiting = false;\n\n this.ws.onopen = function () {\n fig.send_message('supports_binary', { value: fig.supports_binary });\n fig.send_message('send_image_mode', {});\n if (fig.ratio !== 1) {\n fig.send_message('set_dpi_ratio', { dpi_ratio: fig.ratio });\n }\n fig.send_message('refresh', {});\n };\n\n this.imageObj.onload = function () {\n if (fig.image_mode === 'full') {\n // Full images could contain transparency (where diff images\n // almost always do), so we need to clear the canvas so that\n // there is no ghosting.\n fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n }\n fig.context.drawImage(fig.imageObj, 0, 0);\n };\n\n this.imageObj.onunload = function () {\n fig.ws.close();\n };\n\n this.ws.onmessage = this._make_on_message_function(this);\n\n this.ondownload = ondownload;\n};\n\nmpl.figure.prototype._init_header = function () {\n var titlebar = document.createElement('div');\n titlebar.classList =\n 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n var titletext = document.createElement('div');\n titletext.classList = 'ui-dialog-title';\n titletext.setAttribute(\n 'style',\n 'width: 100%; text-align: center; padding: 3px;'\n );\n titlebar.appendChild(titletext);\n this.root.appendChild(titlebar);\n this.header = titletext;\n};\n\nmpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._init_canvas = function () {\n var fig = this;\n\n var canvas_div = (this.canvas_div = document.createElement('div'));\n canvas_div.setAttribute(\n 'style',\n 'border: 1px solid #ddd;' +\n 'box-sizing: content-box;' +\n 'clear: both;' +\n 'min-height: 1px;' +\n 'min-width: 1px;' +\n 'outline: 0;' +\n 'overflow: hidden;' +\n 'position: relative;' +\n 'resize: both;'\n );\n\n function on_keyboard_event_closure(name) {\n return function (event) {\n return fig.key_event(event, name);\n };\n }\n\n canvas_div.addEventListener(\n 'keydown',\n on_keyboard_event_closure('key_press')\n );\n canvas_div.addEventListener(\n 'keyup',\n on_keyboard_event_closure('key_release')\n );\n\n this._canvas_extra_style(canvas_div);\n this.root.appendChild(canvas_div);\n\n var canvas = (this.canvas = document.createElement('canvas'));\n canvas.classList.add('mpl-canvas');\n canvas.setAttribute('style', 'box-sizing: content-box;');\n\n this.context = canvas.getContext('2d');\n\n var backingStore =\n this.context.backingStorePixelRatio ||\n this.context.webkitBackingStorePixelRatio ||\n this.context.mozBackingStorePixelRatio ||\n this.context.msBackingStorePixelRatio ||\n this.context.oBackingStorePixelRatio ||\n this.context.backingStorePixelRatio ||\n 1;\n\n this.ratio = (window.devicePixelRatio || 1) / backingStore;\n\n var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n 'canvas'\n ));\n rubberband_canvas.setAttribute(\n 'style',\n 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n );\n\n // Apply a ponyfill if ResizeObserver is not implemented by browser.\n if (this.ResizeObserver === undefined) {\n if (window.ResizeObserver !== undefined) {\n this.ResizeObserver = window.ResizeObserver;\n } else {\n var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n this.ResizeObserver = obs.ResizeObserver;\n }\n }\n\n this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n var nentries = entries.length;\n for (var i = 0; i < nentries; i++) {\n var entry = entries[i];\n var width, height;\n if (entry.contentBoxSize) {\n if (entry.contentBoxSize instanceof Array) {\n // Chrome 84 implements new version of spec.\n width = entry.contentBoxSize[0].inlineSize;\n height = entry.contentBoxSize[0].blockSize;\n } else {\n // Firefox implements old version of spec.\n width = entry.contentBoxSize.inlineSize;\n height = entry.contentBoxSize.blockSize;\n }\n } else {\n // Chrome <84 implements even older version of spec.\n width = entry.contentRect.width;\n height = entry.contentRect.height;\n }\n\n // Keep the size of the canvas and rubber band canvas in sync with\n // the canvas container.\n if (entry.devicePixelContentBoxSize) {\n // Chrome 84 implements new version of spec.\n canvas.setAttribute(\n 'width',\n entry.devicePixelContentBoxSize[0].inlineSize\n );\n canvas.setAttribute(\n 'height',\n entry.devicePixelContentBoxSize[0].blockSize\n );\n } else {\n canvas.setAttribute('width', width * fig.ratio);\n canvas.setAttribute('height', height * fig.ratio);\n }\n canvas.setAttribute(\n 'style',\n 'width: ' + width + 'px; height: ' + height + 'px;'\n );\n\n rubberband_canvas.setAttribute('width', width);\n rubberband_canvas.setAttribute('height', height);\n\n // And update the size in Python. We ignore the initial 0/0 size\n // that occurs as the element is placed into the DOM, which should\n // otherwise not happen due to the minimum size styling.\n if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n fig.request_resize(width, height);\n }\n }\n });\n this.resizeObserverInstance.observe(canvas_div);\n\n function on_mouse_event_closure(name) {\n return function (event) {\n return fig.mouse_event(event, name);\n };\n }\n\n rubberband_canvas.addEventListener(\n 'mousedown',\n on_mouse_event_closure('button_press')\n );\n rubberband_canvas.addEventListener(\n 'mouseup',\n on_mouse_event_closure('button_release')\n );\n rubberband_canvas.addEventListener(\n 'dblclick',\n on_mouse_event_closure('dblclick')\n );\n // Throttle sequential mouse events to 1 every 20ms.\n rubberband_canvas.addEventListener(\n 'mousemove',\n on_mouse_event_closure('motion_notify')\n );\n\n rubberband_canvas.addEventListener(\n 'mouseenter',\n on_mouse_event_closure('figure_enter')\n );\n rubberband_canvas.addEventListener(\n 'mouseleave',\n on_mouse_event_closure('figure_leave')\n );\n\n canvas_div.addEventListener('wheel', function (event) {\n if (event.deltaY < 0) {\n event.step = 1;\n } else {\n event.step = -1;\n }\n on_mouse_event_closure('scroll')(event);\n });\n\n canvas_div.appendChild(canvas);\n canvas_div.appendChild(rubberband_canvas);\n\n this.rubberband_context = rubberband_canvas.getContext('2d');\n this.rubberband_context.strokeStyle = '#000000';\n\n this._resize_canvas = function (width, height, forward) {\n if (forward) {\n canvas_div.style.width = width + 'px';\n canvas_div.style.height = height + 'px';\n }\n };\n\n // Disable right mouse context menu.\n this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n event.preventDefault();\n return false;\n });\n\n function set_focus() {\n canvas.focus();\n canvas_div.focus();\n }\n\n window.setTimeout(set_focus, 100);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'mpl-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n continue;\n }\n\n var button = (fig.buttons[name] = document.createElement('button'));\n button.classList = 'mpl-widget';\n button.setAttribute('role', 'button');\n button.setAttribute('aria-disabled', 'false');\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n\n var icon_img = document.createElement('img');\n icon_img.src = '_images/' + image + '.png';\n icon_img.srcset = '_images/' + image + '_large.png 2x';\n icon_img.alt = tooltip;\n button.appendChild(icon_img);\n\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n var fmt_picker = document.createElement('select');\n fmt_picker.classList = 'mpl-widget';\n toolbar.appendChild(fmt_picker);\n this.format_dropdown = fmt_picker;\n\n for (var ind in mpl.extensions) {\n var fmt = mpl.extensions[ind];\n var option = document.createElement('option');\n option.selected = fmt === mpl.default_extension;\n option.innerHTML = fmt;\n fmt_picker.appendChild(option);\n }\n\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n};\n\nmpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n // which will in turn request a refresh of the image.\n this.send_message('resize', { width: x_pixels, height: y_pixels });\n};\n\nmpl.figure.prototype.send_message = function (type, properties) {\n properties['type'] = type;\n properties['figure_id'] = this.id;\n this.ws.send(JSON.stringify(properties));\n};\n\nmpl.figure.prototype.send_draw_message = function () {\n if (!this.waiting) {\n this.waiting = true;\n this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n var format_dropdown = fig.format_dropdown;\n var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n fig.ondownload(fig, format);\n};\n\nmpl.figure.prototype.handle_resize = function (fig, msg) {\n var size = msg['size'];\n if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n fig._resize_canvas(size[0], size[1], msg['forward']);\n fig.send_message('refresh', {});\n }\n};\n\nmpl.figure.prototype.handle_rubberband = function (fig, msg) {\n var x0 = msg['x0'] / fig.ratio;\n var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n var x1 = msg['x1'] / fig.ratio;\n var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n x0 = Math.floor(x0) + 0.5;\n y0 = Math.floor(y0) + 0.5;\n x1 = Math.floor(x1) + 0.5;\n y1 = Math.floor(y1) + 0.5;\n var min_x = Math.min(x0, x1);\n var min_y = Math.min(y0, y1);\n var width = Math.abs(x1 - x0);\n var height = Math.abs(y1 - y0);\n\n fig.rubberband_context.clearRect(\n 0,\n 0,\n fig.canvas.width / fig.ratio,\n fig.canvas.height / fig.ratio\n );\n\n fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n};\n\nmpl.figure.prototype.handle_figure_label = function (fig, msg) {\n // Updates the figure title.\n fig.header.textContent = msg['label'];\n};\n\nmpl.figure.prototype.handle_cursor = function (fig, msg) {\n var cursor = msg['cursor'];\n switch (cursor) {\n case 0:\n cursor = 'pointer';\n break;\n case 1:\n cursor = 'default';\n break;\n case 2:\n cursor = 'crosshair';\n break;\n case 3:\n cursor = 'move';\n break;\n }\n fig.rubberband_canvas.style.cursor = cursor;\n};\n\nmpl.figure.prototype.handle_message = function (fig, msg) {\n fig.message.textContent = msg['message'];\n};\n\nmpl.figure.prototype.handle_draw = function (fig, _msg) {\n // Request the server to send over a new figure.\n fig.send_draw_message();\n};\n\nmpl.figure.prototype.handle_image_mode = function (fig, msg) {\n fig.image_mode = msg['mode'];\n};\n\nmpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n for (var key in msg) {\n if (!(key in fig.buttons)) {\n continue;\n }\n fig.buttons[key].disabled = !msg[key];\n fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n }\n};\n\nmpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n if (msg['mode'] === 'PAN') {\n fig.buttons['Pan'].classList.add('active');\n fig.buttons['Zoom'].classList.remove('active');\n } else if (msg['mode'] === 'ZOOM') {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.add('active');\n } else {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.remove('active');\n }\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Called whenever the canvas gets updated.\n this.send_message('ack', {});\n};\n\n// A function to construct a web socket function for onmessage handling.\n// Called in the figure constructor.\nmpl.figure.prototype._make_on_message_function = function (fig) {\n return function socket_on_message(evt) {\n if (evt.data instanceof Blob) {\n var img = evt.data;\n if (img.type !== 'image/png') {\n /* FIXME: We get \"Resource interpreted as Image but\n * transferred with MIME type text/plain:\" errors on\n * Chrome. But how to set the MIME type? It doesn't seem\n * to be part of the websocket stream */\n img.type = 'image/png';\n }\n\n /* Free the memory for the previous frames */\n if (fig.imageObj.src) {\n (window.URL || window.webkitURL).revokeObjectURL(\n fig.imageObj.src\n );\n }\n\n fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n img\n );\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n } else if (\n typeof evt.data === 'string' &&\n evt.data.slice(0, 21) === 'data:image/png;base64'\n ) {\n fig.imageObj.src = evt.data;\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n\n var msg = JSON.parse(evt.data);\n var msg_type = msg['type'];\n\n // Call the \"handle_{type}\" callback, which takes\n // the figure and JSON message as its only arguments.\n try {\n var callback = fig['handle_' + msg_type];\n } catch (e) {\n console.log(\n \"No handler for the '\" + msg_type + \"' message type: \",\n msg\n );\n return;\n }\n\n if (callback) {\n try {\n // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n callback(fig, msg);\n } catch (e) {\n console.log(\n \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n e,\n e.stack,\n msg\n );\n }\n }\n };\n};\n\n// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\nmpl.findpos = function (e) {\n //this section is from http://www.quirksmode.org/js/events_properties.html\n var targ;\n if (!e) {\n e = window.event;\n }\n if (e.target) {\n targ = e.target;\n } else if (e.srcElement) {\n targ = e.srcElement;\n }\n if (targ.nodeType === 3) {\n // defeat Safari bug\n targ = targ.parentNode;\n }\n\n // pageX,Y are the mouse positions relative to the document\n var boundingRect = targ.getBoundingClientRect();\n var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n\n return { x: x, y: y };\n};\n\n/*\n * return a copy of an object with only non-object keys\n * we need this to avoid circular references\n * http://stackoverflow.com/a/24161582/3208463\n */\nfunction simpleKeys(original) {\n return Object.keys(original).reduce(function (obj, key) {\n if (typeof original[key] !== 'object') {\n obj[key] = original[key];\n }\n return obj;\n }, {});\n}\n\nmpl.figure.prototype.mouse_event = function (event, name) {\n var canvas_pos = mpl.findpos(event);\n\n if (name === 'button_press') {\n this.canvas.focus();\n this.canvas_div.focus();\n }\n\n var x = canvas_pos.x * this.ratio;\n var y = canvas_pos.y * this.ratio;\n\n this.send_message(name, {\n x: x,\n y: y,\n button: event.button,\n step: event.step,\n guiEvent: simpleKeys(event),\n });\n\n /* This prevents the web browser from automatically changing to\n * the text insertion cursor when the button is pressed. We want\n * to control all of the cursor setting manually through the\n * 'cursor' event from matplotlib */\n event.preventDefault();\n return false;\n};\n\nmpl.figure.prototype._key_event_extra = function (_event, _name) {\n // Handle any extra behaviour associated with a key event\n};\n\nmpl.figure.prototype.key_event = function (event, name) {\n // Prevent repeat events\n if (name === 'key_press') {\n if (event.key === this._key) {\n return;\n } else {\n this._key = event.key;\n }\n }\n if (name === 'key_release') {\n this._key = null;\n }\n\n var value = '';\n if (event.ctrlKey && event.key !== 'Control') {\n value += 'ctrl+';\n }\n else if (event.altKey && event.key !== 'Alt') {\n value += 'alt+';\n }\n else if (event.shiftKey && event.key !== 'Shift') {\n value += 'shift+';\n }\n\n value += 'k' + event.key;\n\n this._key_event_extra(event, name);\n\n this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n return false;\n};\n\nmpl.figure.prototype.toolbar_button_onclick = function (name) {\n if (name === 'download') {\n this.handle_save(this, null);\n } else {\n this.send_message('toolbar_button', { name: name });\n }\n};\n\nmpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n this.message.textContent = tooltip;\n};\n\n///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n// prettier-ignore\nvar _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\nmpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n\nmpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n\nmpl.default_extension = \"png\";/* global mpl */\n\nvar comm_websocket_adapter = function (comm) {\n // Create a \"websocket\"-like object which calls the given IPython comm\n // object with the appropriate methods. Currently this is a non binary\n // socket, so there is still some room for performance tuning.\n var ws = {};\n\n ws.binaryType = comm.kernel.ws.binaryType;\n ws.readyState = comm.kernel.ws.readyState;\n function updateReadyState(_event) {\n if (comm.kernel.ws) {\n ws.readyState = comm.kernel.ws.readyState;\n } else {\n ws.readyState = 3; // Closed state.\n }\n }\n comm.kernel.ws.addEventListener('open', updateReadyState);\n comm.kernel.ws.addEventListener('close', updateReadyState);\n comm.kernel.ws.addEventListener('error', updateReadyState);\n\n ws.close = function () {\n comm.close();\n };\n ws.send = function (m) {\n //console.log('sending', m);\n comm.send(m);\n };\n // Register the callback with on_msg.\n comm.on_msg(function (msg) {\n //console.log('receiving', msg['content']['data'], msg);\n var data = msg['content']['data'];\n if (data['blob'] !== undefined) {\n data = {\n data: new Blob(msg['buffers'], { type: data['blob'] }),\n };\n }\n // Pass the mpl event to the overridden (by mpl) onmessage function.\n ws.onmessage(data);\n });\n return ws;\n};\n\nmpl.mpl_figure_comm = function (comm, msg) {\n // This is the function which gets called when the mpl process\n // starts-up an IPython Comm through the \"matplotlib\" channel.\n\n var id = msg.content.data.id;\n // Get hold of the div created by the display call when the Comm\n // socket was opened in Python.\n var element = document.getElementById(id);\n var ws_proxy = comm_websocket_adapter(comm);\n\n function ondownload(figure, _format) {\n window.open(figure.canvas.toDataURL());\n }\n\n var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n\n // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n // web socket which is closed, not our websocket->open comm proxy.\n ws_proxy.onopen();\n\n fig.parent_element = element;\n fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n if (!fig.cell_info) {\n console.error('Failed to find cell for figure', id, fig);\n return;\n }\n fig.cell_info[0].output_area.element.on(\n 'cleared',\n { fig: fig },\n fig._remove_fig_handler\n );\n};\n\nmpl.figure.prototype.handle_close = function (fig, msg) {\n var width = fig.canvas.width / fig.ratio;\n fig.cell_info[0].output_area.element.off(\n 'cleared',\n fig._remove_fig_handler\n );\n fig.resizeObserverInstance.unobserve(fig.canvas_div);\n\n // Update the output cell to use the data from the current canvas.\n fig.push_to_output();\n var dataURL = fig.canvas.toDataURL();\n // Re-enable the keyboard manager in IPython - without this line, in FF,\n // the notebook keyboard shortcuts fail.\n IPython.keyboard_manager.enable();\n fig.parent_element.innerHTML =\n '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n fig.close_ws(fig, msg);\n};\n\nmpl.figure.prototype.close_ws = function (fig, msg) {\n fig.send_message('closing', msg);\n // fig.ws.close()\n};\n\nmpl.figure.prototype.push_to_output = function (_remove_interactive) {\n // Turn the data on the canvas into data in the output cell.\n var width = this.canvas.width / this.ratio;\n var dataURL = this.canvas.toDataURL();\n this.cell_info[1]['text/html'] =\n '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Tell IPython that the notebook contents must change.\n IPython.notebook.set_dirty(true);\n this.send_message('ack', {});\n var fig = this;\n // Wait a second, then push the new image to the DOM so\n // that it is saved nicely (might be nice to debounce this).\n setTimeout(function () {\n fig.push_to_output();\n }, 1000);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'btn-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n var button;\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n continue;\n }\n\n button = fig.buttons[name] = document.createElement('button');\n button.classList = 'btn btn-default';\n button.href = '#';\n button.title = name;\n button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n // Add the status bar.\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message pull-right';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n\n // Add the close button to the window.\n var buttongrp = document.createElement('div');\n buttongrp.classList = 'btn-group inline pull-right';\n button = document.createElement('button');\n button.classList = 'btn btn-mini btn-primary';\n button.href = '#';\n button.title = 'Stop Interaction';\n button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n button.addEventListener('click', function (_evt) {\n fig.handle_close(fig, {});\n });\n button.addEventListener(\n 'mouseover',\n on_mouseover_closure('Stop Interaction')\n );\n buttongrp.appendChild(button);\n var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n titlebar.insertBefore(buttongrp, titlebar.firstChild);\n};\n\nmpl.figure.prototype._remove_fig_handler = function (event) {\n var fig = event.data.fig;\n if (event.target !== this) {\n // Ignore bubbled events from children.\n return;\n }\n fig.close_ws(fig, {});\n};\n\nmpl.figure.prototype._root_extra_style = function (el) {\n el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n};\n\nmpl.figure.prototype._canvas_extra_style = function (el) {\n // this is important to make the div 'focusable\n el.setAttribute('tabindex', 0);\n // reach out to IPython and tell the keyboard manager to turn it's self\n // off when our div gets focus\n\n // location in version 3\n if (IPython.notebook.keyboard_manager) {\n IPython.notebook.keyboard_manager.register_events(el);\n } else {\n // location in version 2\n IPython.keyboard_manager.register_events(el);\n }\n};\n\nmpl.figure.prototype._key_event_extra = function (event, _name) {\n var manager = IPython.notebook.keyboard_manager;\n if (!manager) {\n manager = IPython.keyboard_manager;\n }\n\n // Check for shift+enter\n if (event.shiftKey && event.which === 13) {\n this.canvas_div.blur();\n // select the cell after this one\n var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n IPython.notebook.select(index + 1);\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n fig.ondownload(fig, null);\n};\n\nmpl.find_output_cell = function (html_output) {\n // Return the cell and output element which can be found *uniquely* in the notebook.\n // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n // IPython event is triggered only after the cells have been serialised, which for\n // our purposes (turning an active figure into a static one), is too late.\n var cells = IPython.notebook.get_cells();\n var ncells = cells.length;\n for (var i = 0; i < ncells; i++) {\n var cell = cells[i];\n if (cell.cell_type === 'code') {\n for (var j = 0; j < cell.output_area.outputs.length; j++) {\n var data = cell.output_area.outputs[j];\n if (data.data) {\n // IPython >= 3 moved mimebundle to data attribute of output\n data = data.data;\n }\n if (data['text/html'] === html_output) {\n return [cell, data, j];\n }\n }\n }\n }\n};\n\n// Register the function which deals with the matplotlib target/channel.\n// The kernel may be null if the page has been refreshed.\nif (IPython.notebook.kernel !== null) {\n IPython.notebook.kernel.comm_manager.register_target(\n 'matplotlib',\n mpl.mpl_figure_comm\n );\n}\n",
+ "text/plain": "<IPython.core.display.Javascript object>"
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": "<div id='acfa3587-9103-479e-9a54-da1f8686b801'></div>",
+ "text/plain": "<IPython.core.display.HTML object>"
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ]
+ }
+ },
+ "8923964cda554c769ef2afaac7d9a0a9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Period x (pm):",
+ "layout": "IPY_MODEL_e056185e3f9642f690eb7c9959f7ac7c",
+ "max": 1000,
+ "step": null,
+ "style": "IPY_MODEL_2d91e19ffaae4dacb8cb96210c4c4f13",
+ "value": 33.65
+ }
+ },
+ "8a50f5e83a19449f8410cbd6e32bd512": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_70e151bdbefe43289354204bae1b3462",
+ "IPY_MODEL_4b8f27cd98b845baa6b29b139a87a814"
+ ],
+ "layout": "IPY_MODEL_54286a3f8b7240268999dd1900c50744"
+ }
+ },
+ "8c4e654b90fc47efb3495ff09736e33f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q4 x",
+ "layout": "IPY_MODEL_ecf072396cd54b3d9150b7765b0913cd",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_9d96a73d44b242f49b1474e5e10bb092",
+ "value": 1.6054490000000001
+ }
+ },
+ "8c5c478782034e3b9193fd28e2c7c423": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "8d96e78daada4679aab08b3d8db8fab1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "VBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_bb2011e48d48462da39f277dfd1469fd",
+ "IPY_MODEL_80f8fe307a81445d8819464d44f09f67",
+ "IPY_MODEL_92d9a29936084fa1ba30d0e915e335f2",
+ "IPY_MODEL_fb2768ff7aef473c8a3a0165bb68826d",
+ "IPY_MODEL_711495b82efa4195993a0f467b0db30c",
+ "IPY_MODEL_cdd2a9ffe0524850881e3e7a38d65330",
+ "IPY_MODEL_607a5e4afb474957bbea830fb9b026db"
+ ],
+ "layout": "IPY_MODEL_0adaa589e66b4a7592418b3e8a564ddb"
+ }
+ },
+ "8d9c15d14ac74cdb89191a1435c75e10": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q1 x",
+ "layout": "IPY_MODEL_f6fb16a2d8a04b1c835a2663c0355b98",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_d80a63112afc4b1eabcc994fe2a6d130",
+ "value": -123.519014
+ }
+ },
+ "8e381e06a83a4f49a993c2acceea9d0e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "8e7d73a7717a4f3888141a5e7f351fd7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "8ea7335f963c43cab56f4bdfdc408473": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ButtonStyleModel",
+ "state": {}
+ },
+ "8ee2ed72ce7b4db8a08ea6d91f70904d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "909009ee21c74659b68154fa4fd45ccb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "92447cfe308942efa62c4b1130fc39f0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q2 y",
+ "layout": "IPY_MODEL_4f351dac04244c4983c5779bec312e23",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_2b9716253600485bb04dffa0df813a98",
+ "value": -118.248812
+ }
+ },
+ "92d9a29936084fa1ba30d0e915e335f2": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_828378ba5e174eb1afb29fb3f8fcb597",
+ "IPY_MODEL_42576180404b4e0ca45a840787a44db3"
+ ],
+ "layout": "IPY_MODEL_7bdd47f887294eddbe16d7d0b9f6df53"
+ }
+ },
+ "92e9c4af8e8d4e9e9a9cec881d4667c1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ButtonStyleModel",
+ "state": {}
+ },
+ "93ba710c30a04c21917b527b8a2c967e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Period y (pm):",
+ "layout": "IPY_MODEL_819adfa2f60a4d8fa76c9a879f717e9c",
+ "max": 1000,
+ "step": null,
+ "style": "IPY_MODEL_e03e5771dc7446f3b4067e472a0e4aa7",
+ "value": 33
+ }
+ },
+ "93e1a61e169f464e90f2633da97a4f73": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "94cfd105034f444ca12664afac26631d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q1 x",
+ "layout": "IPY_MODEL_3c588e60523441469b0ab57ec62ce547",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_727a7d94d8ef49278df1a494e9063087",
+ "value": -123.519014
+ }
+ },
+ "95874e5a76c44643a9f5a5dbbce8ddc1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ButtonModel",
+ "state": {
+ "description": "Update",
+ "layout": "IPY_MODEL_04abeaef523042e183111441a20a4ddb",
+ "style": "IPY_MODEL_8ea7335f963c43cab56f4bdfdc408473"
+ }
+ },
+ "96b71c884c9044ecb30db2fba2c3f67c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "971df149a6b64e1b90bc9de18027926c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "975f4adb330948e9a8b5dda02536bf67": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "99612cccca1f43b184a7b08f43742e4a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "9ac7771806f1407297ffd3a8b8f56035": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "9cffba1490d24535b8ca84ecdd0b4ab3": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ButtonModel",
+ "state": {
+ "description": "Update",
+ "layout": "IPY_MODEL_852407b0bc2f4cb89c28c4f281af8212",
+ "style": "IPY_MODEL_0277131d642f4cb98c79c5f37dd1cce7"
+ }
+ },
+ "9d96a73d44b242f49b1474e5e10bb092": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "9d9ea255f0054d998bbca2a3f35edb17": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "9f92476047a5476c927f5988fd29fba6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_876c218977c24f98ba8e57d76bef805e",
+ "IPY_MODEL_0a8860f0927c470fa6d3123e5e48101c"
+ ],
+ "layout": "IPY_MODEL_99612cccca1f43b184a7b08f43742e4a"
+ }
+ },
+ "9ffd00645bb84278b93826837c8a798f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "a0641bbe6bc544bbaf7f8459df5b7fe3": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "a0bcd827d4dc4ac3a678fbb40057f951": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "a29f681243194f5fa70551dd903d5e71": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "a32f911c8c9b4e669df10d7170cdac00": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q1 y",
+ "layout": "IPY_MODEL_11564e2b3e1b46fe8025d90a35d18f7f",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_72a5dfef249845fd962decf11068d696",
+ "value": 3.120173999999999
+ }
+ },
+ "a3eedc4475e244378b3c7d8fdb5ecd88": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "a43f6a6db8494482b8360ab7ed789d9c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_3e3058f90d324fe0ba79097fd1fd06f7",
+ "IPY_MODEL_f4878078b294479fb5ef66323e9b35fb"
+ ],
+ "layout": "IPY_MODEL_541327afbe3a4711b32abfc0678e1d1d"
+ }
+ },
+ "a51f1c869d3247c48ed993d0a0471bd9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_8c4e654b90fc47efb3495ff09736e33f",
+ "IPY_MODEL_4c606dc0933b47a59ff659aa643bf587"
+ ],
+ "layout": "IPY_MODEL_e5dbedf691c24d94bc6ff50911869c42"
+ }
+ },
+ "a5cc9aa16eb44c478600aa249fbc4f25": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Period y (pm):",
+ "layout": "IPY_MODEL_5a63c5e9134f401ea3a1ee4a00711925",
+ "max": 1000,
+ "step": null,
+ "style": "IPY_MODEL_574b4250c4244af3adb43a890a31a558",
+ "value": 33
+ }
+ },
+ "a6b3f7777763409482c0f9a67532aa0d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "a7478a89f5ae4c3b8381dabdaafe46c8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "a767cfc94fc04775a27c9ea7757dbfc4": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "a80fdc9f93b4473697487e0b82dd7ab2": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "a8e480606bcc4f3880563b7b5c77059c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_ffed61d874fb4f90986eaff78ea05890",
+ "IPY_MODEL_92447cfe308942efa62c4b1130fc39f0"
+ ],
+ "layout": "IPY_MODEL_f1516eebf9ab43498ec3979faa447137"
+ }
+ },
+ "a97defb79ff745ada42463d9c072755b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q1 y",
+ "layout": "IPY_MODEL_09d74e81cac74beb802d8707db75a4f8",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_971df149a6b64e1b90bc9de18027926c",
+ "value": 3.120173999999999
+ }
+ },
+ "ac2eb5d76f1f490f99c7c61352c1073d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "aca41335c24740f5b28eaec2bca1bedb": {
+ "model_module": "@jupyter-widgets/output",
+ "model_module_version": "1.0.0",
+ "model_name": "OutputModel",
+ "state": {
+ "layout": "IPY_MODEL_50d4c903ef0148bc9ee8abf560b4bd20"
+ }
+ },
+ "acc3d0e4da574424a4d1bae14037323b": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "adf0e67e794f4decba429e98c8b8ee36": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "ae1e649cedb04afe8544b3c4d9fda166": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "aeba13d76ae5489092af58d7d3c34bc9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "af89b6bc3b8249ad92de654d3c2a630f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "b03128a2206147d6b7fdf8d632a22726": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "b0e258eef60d46d6a3a7df8ecdcac979": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q1 y",
+ "layout": "IPY_MODEL_1cf22ebf9ce54517a8bb69d46246dddc",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_5f2defe294734f5b94beda733673204f",
+ "value": 4.5
+ }
+ },
+ "b1fb126407ed45a98821575033a4bce8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "b1fe3e77e2cb4293a2c657426d44fd7f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "b21a4d524db84445b8a84d11f8ce7199": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "b32cd340c8a64993beea1b45db7d96fd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "b3530b991af04071a2b89b3ac28ecca0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_8d9c15d14ac74cdb89191a1435c75e10",
+ "IPY_MODEL_f37e3475565f4e70ac542ab53d2e9793"
+ ],
+ "layout": "IPY_MODEL_b03128a2206147d6b7fdf8d632a22726"
+ }
+ },
+ "b431d48fbfaa4b718666185a8fe22138": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "b6b3f53e06f64bf59527469d43426fa9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "b709102f38f947b5906ee5d0f175e531": {
+ "model_module": "@jupyter-widgets/output",
+ "model_module_version": "1.0.0",
+ "model_name": "OutputModel",
+ "state": {
+ "layout": "IPY_MODEL_909009ee21c74659b68154fa4fd45ccb"
+ }
+ },
+ "bb2011e48d48462da39f277dfd1469fd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ButtonModel",
+ "state": {
+ "description": "Update",
+ "layout": "IPY_MODEL_c724660dc471453d8826afedd421b441",
+ "style": "IPY_MODEL_92e9c4af8e8d4e9e9a9cec881d4667c1"
+ }
+ },
+ "bde0c941aed8461f80d3cffd0be6ec13": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "be93d82555ed4361846c8f79621b980b": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "bee5cd1400114a1ca7b24ba1fcb4247f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Period x (pm):",
+ "layout": "IPY_MODEL_59800cd992894d8c8ad0ce1112ef0cb7",
+ "max": 1000,
+ "step": null,
+ "style": "IPY_MODEL_52e4f6326a9d4a0ba3093c6dae82089a",
+ "value": 33
+ }
+ },
+ "bfec784fd5034585a3b83f1bf25a9de6": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "c048838ec8c44db99a75970cb394baf9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "c1538e3cdd9a45bdbb3c488d1ff5b614": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "c20654bd178a41dea37aa0fb1ba8dac1": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "c2e1a54e86264721a5523994a48b94c9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "c3d8ad5e43664110bc5cdda37eb72f33": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_ddbb31b4e3a941aca1ea9aff9d0b0dd4",
+ "IPY_MODEL_1592d29ac923427f824003226c2887d6"
+ ],
+ "layout": "IPY_MODEL_7f369bb2fe21432caacaa762c26c6220"
+ }
+ },
+ "c631055a9e15492aadee343e2f508dcc": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "c724660dc471453d8826afedd421b441": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "c773da4983f3460d8968b465b0798bf4": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "c85de691dca64540b01d21a5653e04bf": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q3 y",
+ "layout": "IPY_MODEL_4391e82e2d38442cae4856cc62eecd17",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_f6464d66b3914976b3ba609a1406c7ac",
+ "value": -119.65706899999999
+ }
+ },
+ "c9701306a24347dba6c2a4bda27cc4fd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q3 y",
+ "layout": "IPY_MODEL_35fa5ae2c5954ca68bb1ff0429c25925",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_b431d48fbfaa4b718666185a8fe22138",
+ "value": -120.1
+ }
+ },
+ "ca4a3fce9fd54717989ec024d52145c1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q3 x",
+ "layout": "IPY_MODEL_3914c4a06c5a4c219725163b6acf8f01",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_a3eedc4475e244378b3c7d8fdb5ecd88",
+ "value": -0.600638
+ }
+ },
+ "cac621cbf5d54e2a9d9a085b002952f1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "ccabe65a1ff748ae9eaeff03cafe90d8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_493dd78768b345569005b44b0be93d23",
+ "IPY_MODEL_7621aea0e2be49ee91513d2f9fd1b184"
+ ],
+ "layout": "IPY_MODEL_11c8a60990814158904bddcb27909322"
+ }
+ },
+ "cd71f5c6604547b7b234057a472e3a75": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "cdd2a9ffe0524850881e3e7a38d65330": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_ca4a3fce9fd54717989ec024d52145c1",
+ "IPY_MODEL_c85de691dca64540b01d21a5653e04bf"
+ ],
+ "layout": "IPY_MODEL_342291d19aa14942903c368bb9b96f2a"
+ }
+ },
+ "d0cbc9d4e5554ca0b78ee0aaea30706c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "d10c76b70ccb46ff9f6dd5be23150a2e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "d19021e8e7074002a88c72ba4dda3182": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "d330bc12f2bd40728ed964120be7a38c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "d341ada8091a4984b7ed255dfc94da6c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "d3ef4268eede44288218d62837000a27": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "d4cade76af0c42e19bc865137697d7c9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ButtonStyleModel",
+ "state": {}
+ },
+ "d5675e9b1dbc46d68138b2c2e9383534": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "d5dedd101215471c9678672f34b98e1c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "VBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_95874e5a76c44643a9f5a5dbbce8ddc1",
+ "IPY_MODEL_a43f6a6db8494482b8360ab7ed789d9c",
+ "IPY_MODEL_1311c6ee2d944b9e9ed8ea7ef6a3ed3a",
+ "IPY_MODEL_867f69b43c2d4ea4905619a93df92822",
+ "IPY_MODEL_e45bfcabc875450e9482cf49aa6a376a",
+ "IPY_MODEL_58257319902147c48c65eda1596ba0ce",
+ "IPY_MODEL_1f34ce5b38984e8b83871b7ab2d0e726"
+ ],
+ "layout": "IPY_MODEL_6eab34c58ee747c59dc137fe449dc992"
+ }
+ },
+ "d730c2990d364f55bf7353fc93933a36": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_07b5b8d49dac4306ac5dc1683b533fcd",
+ "IPY_MODEL_0cf2ebd7ec58463084a933fd602d2513"
+ ],
+ "layout": "IPY_MODEL_6a5e0f4e8ebd4e2a838ffa137e438618"
+ }
+ },
+ "d7e39b6729d74a76ab7b311870b2c506": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "d80a63112afc4b1eabcc994fe2a6d130": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "d9d3b2ad399249a9ab6d2ee7c09fedc0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_e9f98cfafdf84974b183a922190aa574",
+ "IPY_MODEL_c9701306a24347dba6c2a4bda27cc4fd"
+ ],
+ "layout": "IPY_MODEL_c773da4983f3460d8968b465b0798bf4"
+ }
+ },
+ "dabb5fecea9e4df381594e36cb904224": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "daf15ec5c506406eb8794b16ca47e059": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_410d65b4f7ec42938c5469ca533beef9",
+ "IPY_MODEL_597c085174354324985d5a419362d9ee"
+ ],
+ "layout": "IPY_MODEL_bde0c941aed8461f80d3cffd0be6ec13"
+ }
+ },
+ "ddbb31b4e3a941aca1ea9aff9d0b0dd4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "vmin",
+ "layout": "IPY_MODEL_2e396b52f08e4467be54f051f88e3949",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_30e1b5f112af40a4bc4e419bd020add5"
+ }
+ },
+ "df14da31a80e4308aa142ef9c7e37cb3": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q3 x",
+ "layout": "IPY_MODEL_2b1c642e6db54b64a1184b0503e18b5c",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_0ae7390ce6594d22b86e36b9e2496db5",
+ "value": -0.600638
+ }
+ },
+ "e03e5771dc7446f3b4067e472a0e4aa7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "e056185e3f9642f690eb7c9959f7ac7c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "e0ce2cd75c7241ee84ca530672674ce9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "e0fdb683417f4d76856ab9e295af0056": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "e197acae2b454e61bc14e79d32167b3a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "e45bfcabc875450e9482cf49aa6a376a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_1db6687174a44a2fb106f3b2ae91b2af",
+ "IPY_MODEL_4ac57bcad2e34d81ac479923ca5f4588"
+ ],
+ "layout": "IPY_MODEL_b1fe3e77e2cb4293a2c657426d44fd7f"
+ }
+ },
+ "e534edf4c37143d7890e9868e50ee617": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "e5dbedf691c24d94bc6ff50911869c42": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "e7f1606487ee4879a17ccc307a5fb8ac": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "e7fb4fc813d640599db19efeea30fafb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Period y (pm):",
+ "layout": "IPY_MODEL_46c63f0e266649399cfd8fe067ab3960",
+ "max": 1000,
+ "step": null,
+ "style": "IPY_MODEL_2ec6d172b8d145e581c42ef3cff31656",
+ "value": 33
+ }
+ },
+ "e82a83931d664f629074aeabacbf1fdd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "e9f98cfafdf84974b183a922190aa574": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q3 x",
+ "layout": "IPY_MODEL_bfec784fd5034585a3b83f1bf25a9de6",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_2d4ae881ac1a4badb4ccd6f42efe17bd",
+ "value": 0.3
+ }
+ },
+ "ecf072396cd54b3d9150b7765b0913cd": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "ecf1d4f9d57545be8c5250732f142ce8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "eee439f9436946f49c0370b5fd35ffbc": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "eeeb1a25980440e0b944113bcaf86642": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "ef9e98688f9240ef81d69205bc2e725c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_1929cfb0cc3c46fdb27491e2a1e5593f",
+ "IPY_MODEL_784e3ecbb5d2499d8bdad648d8c0df1c"
+ ],
+ "layout": "IPY_MODEL_5cbb8e30e9884d65871042f5d579d27f"
+ }
+ },
+ "f0513a41c8b5482f95b78595fc4d7e8b": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "f1516eebf9ab43498ec3979faa447137": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "f1dc71d2b5b643648fe7d837eee5266d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "f1ea443917fa4cfd81e793f49a536299": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "f37e3475565f4e70ac542ab53d2e9793": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q1 y",
+ "layout": "IPY_MODEL_66b7f90076564964b39595504c5fc629",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_00136de6bc0e4148aaea805bfd7bf746",
+ "value": 3.120173999999999
+ }
+ },
+ "f3b353d840604a979902c2a315aa687f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "f3b85bbd7d254bfba1f1b157724ebb71": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "f3e6ba6ff8e24ff091aa3d97ff2b1852": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "f4878078b294479fb5ef66323e9b35fb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "vmax",
+ "layout": "IPY_MODEL_e7f1606487ee4879a17ccc307a5fb8ac",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_af89b6bc3b8249ad92de654d3c2a630f",
+ "value": 1
+ }
+ },
+ "f4fbc74fff39483e94589053ca922585": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "f6464d66b3914976b3ba609a1406c7ac": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "f6fb16a2d8a04b1c835a2663c0355b98": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "f84fe5e267bc499293636daa01e6e47d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "f8a9f88d069644d2b51d696b618a450d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "f9b9ee96d43a479bb894bb615c1ebdd9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "fa7c01169351479fa1ef2c92fae28ca4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_8923964cda554c769ef2afaac7d9a0a9",
+ "IPY_MODEL_51ec9d433eb944cdacd3e9bffeb0d413"
+ ],
+ "layout": "IPY_MODEL_3b65d8c030314289ae34b143933d6f88"
+ }
+ },
+ "fb2768ff7aef473c8a3a0165bb68826d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "children": [
+ "IPY_MODEL_94cfd105034f444ca12664afac26631d",
+ "IPY_MODEL_a32f911c8c9b4e669df10d7170cdac00"
+ ],
+ "layout": "IPY_MODEL_d3ef4268eede44288218d62837000a27"
+ }
+ },
+ "fbdfb3d9f9fe4ea0bbb67184e71302b4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "description_width": "initial"
+ }
+ },
+ "fc94b04da94147bba1082d8129d451d4": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "fd76aa9e8e0548119df799f0d9cf3a2d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {}
+ },
+ "fef3d78f84614d29b20cabcf66587393": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q3 y",
+ "layout": "IPY_MODEL_7460773ea70345a88f1441ce3de66715",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_c2e1a54e86264721a5523994a48b94c9",
+ "value": -119.65706899999999
+ }
+ },
+ "ffed61d874fb4f90986eaff78ea05890": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "BoundedFloatTextModel",
+ "state": {
+ "description": "Q2 x",
+ "layout": "IPY_MODEL_a0bcd827d4dc4ac3a678fbb40057f951",
+ "max": 1000,
+ "min": -1000,
+ "step": null,
+ "style": "IPY_MODEL_0789408cee584cf89599495b99783cd4",
+ "value": -126.18
+ }
+ }
+ },
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/doc/DSSC scattering time-delay.ipynb b/doc/DSSC scattering time-delay.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..50af7d6b4cc74407f64b9e2ca6d0e70fc0ae05ef
--- /dev/null
+++ b/doc/DSSC scattering time-delay.ipynb
@@ -0,0 +1,1654 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "dask: 2022.11.0\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "'/home/lleguy/notebooks/ToolBox/src/toolbox_scs/__init__.py'"
+ ]
+ },
+ "execution_count": 1,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import numpy as np\n",
+ "%matplotlib inline\n",
+ "import matplotlib.pyplot as plt\n",
+ "plt.rcParams['figure.constrained_layout.use'] = True\n",
+ "\n",
+ "import xarray as xr\n",
+ "import dask\n",
+ "print(f'dask: {dask.__version__}')\n",
+ "import dask.array\n",
+ "dask.config.set({'array.chunk-size': '512MiB'})\n",
+ "\n",
+ "import extra_data as ed\n",
+ "import extra_geom as eg\n",
+ "\n",
+ "import toolbox_scs as tb\n",
+ "import toolbox_scs.detectors as tbdet\n",
+ "\n",
+ "tb.__file__"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "<Client: 'tcp://127.0.0.1:38916' processes=20 threads=80, memory=754.39 GiB>\n"
+ ]
+ }
+ ],
+ "source": [
+ "from dask.distributed import Client\n",
+ "client = Client(n_workers=20)\n",
+ "print(client)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Load binned data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "proposal = 70003 #2719\n",
+ "runNB = 4 #224 #179\n",
+ "darkrunNB = 5 #225 #180\n",
+ "path = f'/gpfs/exfel/exp/XMPL/202350/p700003/usr/Shared/processed_runs/'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data = xr.open_mfdataset(path + f'r{runNB:04d}/*.h5', parallel=True, join='inner')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body[data-theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block !important;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-index-preview {\n",
+ " grid-column: 2 / 5;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data,\n",
+ ".xr-index-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data,\n",
+ ".xr-index-data-in:checked ~ .xr-index-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-index-name div,\n",
+ ".xr-index-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data,\n",
+ ".xr-index-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt,\n",
+ ".xr-attrs dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2,\n",
+ ".xr-no-icon {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (module: 16, sa1_pId: 352, bin_delay: 226, pp: 2,\n",
+ " y: 128, x: 512, pulse_slot: 2700)\n",
+ "Coordinates:\n",
+ " * module (module) int64 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15\n",
+ " * sa1_pId (sa1_pId) int64 420 424 428 432 ... 1812 1816 1820 1824\n",
+ " * bin_delay (bin_delay) float64 223.8 223.8 223.9 ... 238.8 238.9\n",
+ " * pp (pp) object 'pumped' 'unpumped'\n",
+ "Dimensions without coordinates: y, x, pulse_slot\n",
+ "Data variables:\n",
+ " DSSC (pp, bin_delay, module, y, x) float64 dask.array<chunksize=(2, 226, 1, 128, 512), meta=np.ndarray>\n",
+ " PP800_DelayLine (module, bin_delay) float64 dask.array<chunksize=(1, 226), meta=np.ndarray>\n",
+ " bunchPatternTable (module, bin_delay, pulse_slot) float64 dask.array<chunksize=(1, 226, 2700), meta=np.ndarray>\n",
+ " SCS_SA1 (module, bin_delay, sa1_pId) float32 dask.array<chunksize=(1, 226, 352), meta=np.ndarray>\n",
+ " SCS_SA3 (module, pp, bin_delay) float32 dask.array<chunksize=(1, 2, 226), meta=np.ndarray>\n",
+ " BAM1932S (module, bin_delay) float32 dask.array<chunksize=(1, 226), meta=np.ndarray>\n",
+ " delay (module, bin_delay) float64 dask.array<chunksize=(1, 226), meta=np.ndarray></pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-caff7184-ba91-4f2f-bfd1-8e84f3e9e8fb' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-caff7184-ba91-4f2f-bfd1-8e84f3e9e8fb' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>module</span>: 16</li><li><span class='xr-has-index'>sa1_pId</span>: 352</li><li><span class='xr-has-index'>bin_delay</span>: 226</li><li><span class='xr-has-index'>pp</span>: 2</li><li><span>y</span>: 128</li><li><span>x</span>: 512</li><li><span>pulse_slot</span>: 2700</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-2c95c532-4d48-4e56-a914-15abbfa33cc8' class='xr-section-summary-in' type='checkbox' checked><label for='section-2c95c532-4d48-4e56-a914-15abbfa33cc8' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>module</span></div><div class='xr-var-dims'>(module)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 10 11 12 13 14 15</div><input id='attrs-de9fe26d-f862-484f-bd99-7372d79498d7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-de9fe26d-f862-484f-bd99-7372d79498d7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5ecda386-7524-40be-a719-d388751cabdd' class='xr-var-data-in' type='checkbox'><label for='data-5ecda386-7524-40be-a719-d388751cabdd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa1_pId</span></div><div class='xr-var-dims'>(sa1_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>420 424 428 432 ... 1816 1820 1824</div><input id='attrs-3863ef71-9ed7-4d1d-bd7d-67ae900c4387' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3863ef71-9ed7-4d1d-bd7d-67ae900c4387' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fb89f072-6cfa-4226-93d5-0a2cf5748649' class='xr-var-data-in' type='checkbox'><label for='data-fb89f072-6cfa-4226-93d5-0a2cf5748649' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 420, 424, 428, ..., 1816, 1820, 1824])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>bin_delay</span></div><div class='xr-var-dims'>(bin_delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>223.8 223.8 223.9 ... 238.8 238.9</div><input id='attrs-140d204e-542f-4c6e-af94-8c917b6daf7d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-140d204e-542f-4c6e-af94-8c917b6daf7d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3cb80928-46ab-4f44-a7f5-6a120bfa9117' class='xr-var-data-in' type='checkbox'><label for='data-3cb80928-46ab-4f44-a7f5-6a120bfa9117' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([223.78 , 223.847, 223.914, ..., 238.721, 238.788, 238.855])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>pp</span></div><div class='xr-var-dims'>(pp)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>'pumped' 'unpumped'</div><input id='attrs-bb56bc1e-cd16-4ac7-8542-910302ba20d0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bb56bc1e-cd16-4ac7-8542-910302ba20d0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-14f1cd5d-331f-4646-9731-453a912e30a0' class='xr-var-data-in' type='checkbox'><label for='data-14f1cd5d-331f-4646-9731-453a912e30a0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(['pumped', 'unpumped'], dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0fc93bbb-5fde-4532-8b0f-68f5ffab75d4' class='xr-section-summary-in' type='checkbox' checked><label for='section-0fc93bbb-5fde-4532-8b0f-68f5ffab75d4' class='xr-section-summary' >Data variables: <span>(7)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>DSSC</span></div><div class='xr-var-dims'>(pp, bin_delay, module, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(2, 226, 1, 128, 512), meta=np.ndarray></div><input id='attrs-8759cbbb-b9bf-431b-8279-089b151285df' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8759cbbb-b9bf-431b-8279-089b151285df' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-78e55bc3-3a09-482a-96d3-50dd5ef7d9d7' class='xr-var-data-in' type='checkbox'><label for='data-78e55bc3-3a09-482a-96d3-50dd5ef7d9d7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 3.53 GiB </td>\n",
+ " <td> 226.00 MiB </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (2, 226, 16, 128, 512) </td>\n",
+ " <td> (2, 226, 1, 128, 512) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 16 chunks in 33 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"432\" height=\"111\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"52\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"0\" y1=\"25\" x2=\"52\" y2=\"25\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"52\" y1=\"0\" x2=\"52\" y2=\"25\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"0.0,0.0 52.96875,0.0 52.96875,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"26.484375\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >226</text>\n",
+ " <text x=\"72.968750\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,72.968750,12.706308)\">2</text>\n",
+ "\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"122\" y1=\"0\" x2=\"140\" y2=\"18\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"122\" y1=\"42\" x2=\"140\" y2=\"61\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"122\" y1=\"0\" x2=\"122\" y2=\"42\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"123\" y1=\"1\" x2=\"123\" y2=\"44\" />\n",
+ " <line x1=\"124\" y1=\"2\" x2=\"124\" y2=\"45\" />\n",
+ " <line x1=\"125\" y1=\"3\" x2=\"125\" y2=\"46\" />\n",
+ " <line x1=\"126\" y1=\"4\" x2=\"126\" y2=\"47\" />\n",
+ " <line x1=\"127\" y1=\"5\" x2=\"127\" y2=\"48\" />\n",
+ " <line x1=\"128\" y1=\"6\" x2=\"128\" y2=\"49\" />\n",
+ " <line x1=\"130\" y1=\"8\" x2=\"130\" y2=\"51\" />\n",
+ " <line x1=\"131\" y1=\"9\" x2=\"131\" y2=\"52\" />\n",
+ " <line x1=\"132\" y1=\"10\" x2=\"132\" y2=\"53\" />\n",
+ " <line x1=\"133\" y1=\"11\" x2=\"133\" y2=\"54\" />\n",
+ " <line x1=\"134\" y1=\"12\" x2=\"134\" y2=\"55\" />\n",
+ " <line x1=\"135\" y1=\"13\" x2=\"135\" y2=\"56\" />\n",
+ " <line x1=\"137\" y1=\"15\" x2=\"137\" y2=\"58\" />\n",
+ " <line x1=\"138\" y1=\"16\" x2=\"138\" y2=\"59\" />\n",
+ " <line x1=\"139\" y1=\"17\" x2=\"139\" y2=\"60\" />\n",
+ " <line x1=\"140\" y1=\"18\" x2=\"140\" y2=\"61\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"122.0,0.0 140.60895834888393,18.608958348883927 140.60895834888393,61.50775387074596 122.0,42.89879552186203\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"122\" y1=\"0\" x2=\"242\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"123\" y1=\"1\" x2=\"243\" y2=\"1\" />\n",
+ " <line x1=\"124\" y1=\"2\" x2=\"244\" y2=\"2\" />\n",
+ " <line x1=\"125\" y1=\"3\" x2=\"245\" y2=\"3\" />\n",
+ " <line x1=\"126\" y1=\"4\" x2=\"246\" y2=\"4\" />\n",
+ " <line x1=\"127\" y1=\"5\" x2=\"247\" y2=\"5\" />\n",
+ " <line x1=\"128\" y1=\"6\" x2=\"248\" y2=\"6\" />\n",
+ " <line x1=\"130\" y1=\"8\" x2=\"250\" y2=\"8\" />\n",
+ " <line x1=\"131\" y1=\"9\" x2=\"251\" y2=\"9\" />\n",
+ " <line x1=\"132\" y1=\"10\" x2=\"252\" y2=\"10\" />\n",
+ " <line x1=\"133\" y1=\"11\" x2=\"253\" y2=\"11\" />\n",
+ " <line x1=\"134\" y1=\"12\" x2=\"254\" y2=\"12\" />\n",
+ " <line x1=\"135\" y1=\"13\" x2=\"255\" y2=\"13\" />\n",
+ " <line x1=\"137\" y1=\"15\" x2=\"257\" y2=\"15\" />\n",
+ " <line x1=\"138\" y1=\"16\" x2=\"258\" y2=\"16\" />\n",
+ " <line x1=\"139\" y1=\"17\" x2=\"259\" y2=\"17\" />\n",
+ " <line x1=\"140\" y1=\"18\" x2=\"260\" y2=\"18\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"122\" y1=\"0\" x2=\"140\" y2=\"18\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"242\" y1=\"0\" x2=\"260\" y2=\"18\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"122.0,0.0 242.0,0.0 260.6089583488839,18.608958348883927 140.60895834888393,18.608958348883927\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"140\" y1=\"18\" x2=\"260\" y2=\"18\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"140\" y1=\"61\" x2=\"260\" y2=\"61\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"140\" y1=\"18\" x2=\"140\" y2=\"61\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"260\" y1=\"18\" x2=\"260\" y2=\"61\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"140.60895834888393,18.608958348883927 260.6089583488839,18.608958348883927 260.6089583488839,61.50775387074596 140.60895834888393,61.50775387074596\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"200.608958\" y=\"81.507754\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >512</text>\n",
+ " <text x=\"280.608958\" y=\"40.058356\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,280.608958,40.058356)\">128</text>\n",
+ " <text x=\"121.304479\" y=\"72.203275\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,121.304479,72.203275)\">16</text>\n",
+ "</svg>\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PP800_DelayLine</span></div><div class='xr-var-dims'>(module, bin_delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 226), meta=np.ndarray></div><input id='attrs-ff5f9093-a544-469d-999f-fae0ea58545a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ff5f9093-a544-469d-999f-fae0ea58545a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a5296ce0-6a6e-472c-95f5-821e6e2eb20f' class='xr-var-data-in' type='checkbox'><label for='data-a5296ce0-6a6e-472c-95f5-821e6e2eb20f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 28.25 kiB </td>\n",
+ " <td> 1.77 kiB </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (16, 226) </td>\n",
+ " <td> (1, 226) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 16 chunks in 49 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"170\" height=\"86\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"0\" y1=\"2\" x2=\"120\" y2=\"2\" />\n",
+ " <line x1=\"0\" y1=\"4\" x2=\"120\" y2=\"4\" />\n",
+ " <line x1=\"0\" y1=\"6\" x2=\"120\" y2=\"6\" />\n",
+ " <line x1=\"0\" y1=\"9\" x2=\"120\" y2=\"9\" />\n",
+ " <line x1=\"0\" y1=\"11\" x2=\"120\" y2=\"11\" />\n",
+ " <line x1=\"0\" y1=\"13\" x2=\"120\" y2=\"13\" />\n",
+ " <line x1=\"0\" y1=\"16\" x2=\"120\" y2=\"16\" />\n",
+ " <line x1=\"0\" y1=\"18\" x2=\"120\" y2=\"18\" />\n",
+ " <line x1=\"0\" y1=\"20\" x2=\"120\" y2=\"20\" />\n",
+ " <line x1=\"0\" y1=\"22\" x2=\"120\" y2=\"22\" />\n",
+ " <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" />\n",
+ " <line x1=\"0\" y1=\"27\" x2=\"120\" y2=\"27\" />\n",
+ " <line x1=\"0\" y1=\"29\" x2=\"120\" y2=\"29\" />\n",
+ " <line x1=\"0\" y1=\"32\" x2=\"120\" y2=\"32\" />\n",
+ " <line x1=\"0\" y1=\"34\" x2=\"120\" y2=\"34\" />\n",
+ " <line x1=\"0\" y1=\"36\" x2=\"120\" y2=\"36\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"36\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"36\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"0.0,0.0 120.0,0.0 120.0,36.60670840728339 0.0,36.60670840728339\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"60.000000\" y=\"56.606708\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >226</text>\n",
+ " <text x=\"140.000000\" y=\"18.303354\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,18.303354)\">16</text>\n",
+ "</svg>\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(module, bin_delay, pulse_slot)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 226, 2700), meta=np.ndarray></div><input id='attrs-d0ecc7c5-92df-4d5b-b7ab-d6cbf899c836' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d0ecc7c5-92df-4d5b-b7ab-d6cbf899c836' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-451f3868-19fe-4c38-850d-079c09dd51b4' class='xr-var-data-in' type='checkbox'><label for='data-451f3868-19fe-4c38-850d-079c09dd51b4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 74.49 MiB </td>\n",
+ " <td> 4.66 MiB </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (16, 226, 2700) </td>\n",
+ " <td> (1, 226, 2700) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 16 chunks in 49 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"194\" height=\"102\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"10\" y1=\"37\" x2=\"24\" y2=\"52\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"37\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"38\" />\n",
+ " <line x1=\"11\" y1=\"1\" x2=\"11\" y2=\"39\" />\n",
+ " <line x1=\"12\" y1=\"2\" x2=\"12\" y2=\"40\" />\n",
+ " <line x1=\"13\" y1=\"3\" x2=\"13\" y2=\"41\" />\n",
+ " <line x1=\"14\" y1=\"4\" x2=\"14\" y2=\"42\" />\n",
+ " <line x1=\"15\" y1=\"5\" x2=\"15\" y2=\"43\" />\n",
+ " <line x1=\"16\" y1=\"6\" x2=\"16\" y2=\"44\" />\n",
+ " <line x1=\"17\" y1=\"7\" x2=\"17\" y2=\"45\" />\n",
+ " <line x1=\"18\" y1=\"8\" x2=\"18\" y2=\"45\" />\n",
+ " <line x1=\"19\" y1=\"9\" x2=\"19\" y2=\"46\" />\n",
+ " <line x1=\"20\" y1=\"10\" x2=\"20\" y2=\"47\" />\n",
+ " <line x1=\"21\" y1=\"11\" x2=\"21\" y2=\"48\" />\n",
+ " <line x1=\"22\" y1=\"12\" x2=\"22\" y2=\"49\" />\n",
+ " <line x1=\"23\" y1=\"13\" x2=\"23\" y2=\"50\" />\n",
+ " <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"51\" />\n",
+ " <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"52\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"10.0,0.0 24.9485979497544,14.948597949754403 24.9485979497544,52.53781783785401 10.0,37.589219888099606\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" />\n",
+ " <line x1=\"11\" y1=\"1\" x2=\"131\" y2=\"1\" />\n",
+ " <line x1=\"12\" y1=\"2\" x2=\"132\" y2=\"2\" />\n",
+ " <line x1=\"13\" y1=\"3\" x2=\"133\" y2=\"3\" />\n",
+ " <line x1=\"14\" y1=\"4\" x2=\"134\" y2=\"4\" />\n",
+ " <line x1=\"15\" y1=\"5\" x2=\"135\" y2=\"5\" />\n",
+ " <line x1=\"16\" y1=\"6\" x2=\"136\" y2=\"6\" />\n",
+ " <line x1=\"17\" y1=\"7\" x2=\"137\" y2=\"7\" />\n",
+ " <line x1=\"18\" y1=\"8\" x2=\"138\" y2=\"8\" />\n",
+ " <line x1=\"19\" y1=\"9\" x2=\"139\" y2=\"9\" />\n",
+ " <line x1=\"20\" y1=\"10\" x2=\"140\" y2=\"10\" />\n",
+ " <line x1=\"21\" y1=\"11\" x2=\"141\" y2=\"11\" />\n",
+ " <line x1=\"22\" y1=\"12\" x2=\"142\" y2=\"12\" />\n",
+ " <line x1=\"23\" y1=\"13\" x2=\"143\" y2=\"13\" />\n",
+ " <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" />\n",
+ " <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"24\" y2=\"14\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"130\" y1=\"0\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"10.0,0.0 130.0,0.0 144.9485979497544,14.948597949754403 24.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"24\" y1=\"52\" x2=\"144\" y2=\"52\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"52\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"144\" y1=\"14\" x2=\"144\" y2=\"52\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"24.9485979497544,14.948597949754403 144.9485979497544,14.948597949754403 144.9485979497544,52.53781783785401 24.9485979497544,52.53781783785401\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"84.948598\" y=\"72.537818\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >2700</text>\n",
+ " <text x=\"164.948598\" y=\"33.743208\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,164.948598,33.743208)\">226</text>\n",
+ " <text x=\"7.474299\" y=\"65.063519\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,65.063519)\">16</text>\n",
+ "</svg>\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SCS_SA1</span></div><div class='xr-var-dims'>(module, bin_delay, sa1_pId)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 226, 352), meta=np.ndarray></div><input id='attrs-1c313dc7-279f-499c-b90d-70ca7d3c1689' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1c313dc7-279f-499c-b90d-70ca7d3c1689' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bcf4dceb-f770-4655-bb0b-4816f9738bcd' class='xr-var-data-in' type='checkbox'><label for='data-bcf4dceb-f770-4655-bb0b-4816f9738bcd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 4.86 MiB </td>\n",
+ " <td> 310.75 kiB </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (16, 226, 352) </td>\n",
+ " <td> (1, 226, 352) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 16 chunks in 49 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"199\" height=\"146\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"29\" y2=\"19\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"10\" y1=\"77\" x2=\"29\" y2=\"96\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"77\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"11\" y1=\"1\" x2=\"11\" y2=\"78\" />\n",
+ " <line x1=\"12\" y1=\"2\" x2=\"12\" y2=\"79\" />\n",
+ " <line x1=\"13\" y1=\"3\" x2=\"13\" y2=\"80\" />\n",
+ " <line x1=\"14\" y1=\"4\" x2=\"14\" y2=\"82\" />\n",
+ " <line x1=\"16\" y1=\"6\" x2=\"16\" y2=\"83\" />\n",
+ " <line x1=\"17\" y1=\"7\" x2=\"17\" y2=\"84\" />\n",
+ " <line x1=\"18\" y1=\"8\" x2=\"18\" y2=\"85\" />\n",
+ " <line x1=\"19\" y1=\"9\" x2=\"19\" y2=\"87\" />\n",
+ " <line x1=\"21\" y1=\"11\" x2=\"21\" y2=\"88\" />\n",
+ " <line x1=\"22\" y1=\"12\" x2=\"22\" y2=\"89\" />\n",
+ " <line x1=\"23\" y1=\"13\" x2=\"23\" y2=\"90\" />\n",
+ " <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"92\" />\n",
+ " <line x1=\"26\" y1=\"16\" x2=\"26\" y2=\"93\" />\n",
+ " <line x1=\"27\" y1=\"17\" x2=\"27\" y2=\"94\" />\n",
+ " <line x1=\"28\" y1=\"18\" x2=\"28\" y2=\"95\" />\n",
+ " <line x1=\"29\" y1=\"19\" x2=\"29\" y2=\"96\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"10.0,0.0 29.95113249595552,19.95113249595552 29.95113249595552,96.99658704141007 10.0,77.04545454545455\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"11\" y1=\"1\" x2=\"131\" y2=\"1\" />\n",
+ " <line x1=\"12\" y1=\"2\" x2=\"132\" y2=\"2\" />\n",
+ " <line x1=\"13\" y1=\"3\" x2=\"133\" y2=\"3\" />\n",
+ " <line x1=\"14\" y1=\"4\" x2=\"134\" y2=\"4\" />\n",
+ " <line x1=\"16\" y1=\"6\" x2=\"136\" y2=\"6\" />\n",
+ " <line x1=\"17\" y1=\"7\" x2=\"137\" y2=\"7\" />\n",
+ " <line x1=\"18\" y1=\"8\" x2=\"138\" y2=\"8\" />\n",
+ " <line x1=\"19\" y1=\"9\" x2=\"139\" y2=\"9\" />\n",
+ " <line x1=\"21\" y1=\"11\" x2=\"141\" y2=\"11\" />\n",
+ " <line x1=\"22\" y1=\"12\" x2=\"142\" y2=\"12\" />\n",
+ " <line x1=\"23\" y1=\"13\" x2=\"143\" y2=\"13\" />\n",
+ " <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" />\n",
+ " <line x1=\"26\" y1=\"16\" x2=\"146\" y2=\"16\" />\n",
+ " <line x1=\"27\" y1=\"17\" x2=\"147\" y2=\"17\" />\n",
+ " <line x1=\"28\" y1=\"18\" x2=\"148\" y2=\"18\" />\n",
+ " <line x1=\"29\" y1=\"19\" x2=\"149\" y2=\"19\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"29\" y2=\"19\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"130\" y1=\"0\" x2=\"149\" y2=\"19\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"10.0,0.0 130.0,0.0 149.9511324959555,19.95113249595552 29.95113249595552,19.95113249595552\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"29\" y1=\"19\" x2=\"149\" y2=\"19\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"29\" y1=\"96\" x2=\"149\" y2=\"96\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"29\" y1=\"19\" x2=\"29\" y2=\"96\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"149\" y1=\"19\" x2=\"149\" y2=\"96\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"29.95113249595552,19.95113249595552 149.9511324959555,19.95113249595552 149.9511324959555,96.99658704141007 29.95113249595552,96.99658704141007\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"89.951132\" y=\"116.996587\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >352</text>\n",
+ " <text x=\"169.951132\" y=\"58.473860\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,169.951132,58.473860)\">226</text>\n",
+ " <text x=\"9.975566\" y=\"107.021021\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,9.975566,107.021021)\">16</text>\n",
+ "</svg>\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SCS_SA3</span></div><div class='xr-var-dims'>(module, pp, bin_delay)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 2, 226), meta=np.ndarray></div><input id='attrs-70f6cab7-b804-48c1-95f5-3a1a0f073612' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-70f6cab7-b804-48c1-95f5-3a1a0f073612' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-76371f20-7b9f-467e-8823-d9df6bfdd563' class='xr-var-data-in' type='checkbox'><label for='data-76371f20-7b9f-467e-8823-d9df6bfdd563' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 28.25 kiB </td>\n",
+ " <td> 1.77 kiB </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (16, 2, 226) </td>\n",
+ " <td> (1, 2, 226) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 16 chunks in 49 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"201\" height=\"96\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"31\" y2=\"21\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"10\" y1=\"25\" x2=\"31\" y2=\"46\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"25\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"11\" y1=\"1\" x2=\"11\" y2=\"26\" />\n",
+ " <line x1=\"12\" y1=\"2\" x2=\"12\" y2=\"28\" />\n",
+ " <line x1=\"14\" y1=\"4\" x2=\"14\" y2=\"29\" />\n",
+ " <line x1=\"15\" y1=\"5\" x2=\"15\" y2=\"30\" />\n",
+ " <line x1=\"16\" y1=\"6\" x2=\"16\" y2=\"32\" />\n",
+ " <line x1=\"18\" y1=\"8\" x2=\"18\" y2=\"33\" />\n",
+ " <line x1=\"19\" y1=\"9\" x2=\"19\" y2=\"34\" />\n",
+ " <line x1=\"20\" y1=\"10\" x2=\"20\" y2=\"36\" />\n",
+ " <line x1=\"22\" y1=\"12\" x2=\"22\" y2=\"37\" />\n",
+ " <line x1=\"23\" y1=\"13\" x2=\"23\" y2=\"38\" />\n",
+ " <line x1=\"24\" y1=\"14\" x2=\"24\" y2=\"40\" />\n",
+ " <line x1=\"26\" y1=\"16\" x2=\"26\" y2=\"41\" />\n",
+ " <line x1=\"27\" y1=\"17\" x2=\"27\" y2=\"42\" />\n",
+ " <line x1=\"28\" y1=\"18\" x2=\"28\" y2=\"44\" />\n",
+ " <line x1=\"30\" y1=\"20\" x2=\"30\" y2=\"45\" />\n",
+ " <line x1=\"31\" y1=\"21\" x2=\"31\" y2=\"46\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"10.0,0.0 31.53335788663729,21.53335788663729 31.53335788663729,46.94597440121977 10.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"130\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"11\" y1=\"1\" x2=\"131\" y2=\"1\" />\n",
+ " <line x1=\"12\" y1=\"2\" x2=\"132\" y2=\"2\" />\n",
+ " <line x1=\"14\" y1=\"4\" x2=\"134\" y2=\"4\" />\n",
+ " <line x1=\"15\" y1=\"5\" x2=\"135\" y2=\"5\" />\n",
+ " <line x1=\"16\" y1=\"6\" x2=\"136\" y2=\"6\" />\n",
+ " <line x1=\"18\" y1=\"8\" x2=\"138\" y2=\"8\" />\n",
+ " <line x1=\"19\" y1=\"9\" x2=\"139\" y2=\"9\" />\n",
+ " <line x1=\"20\" y1=\"10\" x2=\"140\" y2=\"10\" />\n",
+ " <line x1=\"22\" y1=\"12\" x2=\"142\" y2=\"12\" />\n",
+ " <line x1=\"23\" y1=\"13\" x2=\"143\" y2=\"13\" />\n",
+ " <line x1=\"24\" y1=\"14\" x2=\"144\" y2=\"14\" />\n",
+ " <line x1=\"26\" y1=\"16\" x2=\"146\" y2=\"16\" />\n",
+ " <line x1=\"27\" y1=\"17\" x2=\"147\" y2=\"17\" />\n",
+ " <line x1=\"28\" y1=\"18\" x2=\"148\" y2=\"18\" />\n",
+ " <line x1=\"30\" y1=\"20\" x2=\"150\" y2=\"20\" />\n",
+ " <line x1=\"31\" y1=\"21\" x2=\"151\" y2=\"21\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"10\" y1=\"0\" x2=\"31\" y2=\"21\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"130\" y1=\"0\" x2=\"151\" y2=\"21\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"10.0,0.0 130.0,0.0 151.5333578866373,21.53335788663729 31.53335788663729,21.53335788663729\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"31\" y1=\"21\" x2=\"151\" y2=\"21\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"31\" y1=\"46\" x2=\"151\" y2=\"46\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"31\" y1=\"21\" x2=\"31\" y2=\"46\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"151\" y1=\"21\" x2=\"151\" y2=\"46\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"31.53335788663729,21.53335788663729 151.5333578866373,21.53335788663729 151.5333578866373,46.94597440121977 31.53335788663729,46.94597440121977\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"91.533358\" y=\"66.945974\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >226</text>\n",
+ " <text x=\"171.533358\" y=\"34.239666\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,171.533358,34.239666)\">2</text>\n",
+ " <text x=\"10.766679\" y=\"56.179295\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,10.766679,56.179295)\">16</text>\n",
+ "</svg>\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>BAM1932S</span></div><div class='xr-var-dims'>(module, bin_delay)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 226), meta=np.ndarray></div><input id='attrs-b2f4f0f5-d5a9-4a3b-8e44-efb290a0b722' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b2f4f0f5-d5a9-4a3b-8e44-efb290a0b722' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd1119d1-ca8e-46dc-bf1a-eb6c821b6cf0' class='xr-var-data-in' type='checkbox'><label for='data-bd1119d1-ca8e-46dc-bf1a-eb6c821b6cf0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 14.12 kiB </td>\n",
+ " <td> 904 B </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (16, 226) </td>\n",
+ " <td> (1, 226) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 16 chunks in 49 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"170\" height=\"86\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"0\" y1=\"2\" x2=\"120\" y2=\"2\" />\n",
+ " <line x1=\"0\" y1=\"4\" x2=\"120\" y2=\"4\" />\n",
+ " <line x1=\"0\" y1=\"6\" x2=\"120\" y2=\"6\" />\n",
+ " <line x1=\"0\" y1=\"9\" x2=\"120\" y2=\"9\" />\n",
+ " <line x1=\"0\" y1=\"11\" x2=\"120\" y2=\"11\" />\n",
+ " <line x1=\"0\" y1=\"13\" x2=\"120\" y2=\"13\" />\n",
+ " <line x1=\"0\" y1=\"16\" x2=\"120\" y2=\"16\" />\n",
+ " <line x1=\"0\" y1=\"18\" x2=\"120\" y2=\"18\" />\n",
+ " <line x1=\"0\" y1=\"20\" x2=\"120\" y2=\"20\" />\n",
+ " <line x1=\"0\" y1=\"22\" x2=\"120\" y2=\"22\" />\n",
+ " <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" />\n",
+ " <line x1=\"0\" y1=\"27\" x2=\"120\" y2=\"27\" />\n",
+ " <line x1=\"0\" y1=\"29\" x2=\"120\" y2=\"29\" />\n",
+ " <line x1=\"0\" y1=\"32\" x2=\"120\" y2=\"32\" />\n",
+ " <line x1=\"0\" y1=\"34\" x2=\"120\" y2=\"34\" />\n",
+ " <line x1=\"0\" y1=\"36\" x2=\"120\" y2=\"36\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"36\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"36\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"0.0,0.0 120.0,0.0 120.0,36.60670840728339 0.0,36.60670840728339\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"60.000000\" y=\"56.606708\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >226</text>\n",
+ " <text x=\"140.000000\" y=\"18.303354\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,18.303354)\">16</text>\n",
+ "</svg>\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>delay</span></div><div class='xr-var-dims'>(module, bin_delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 226), meta=np.ndarray></div><input id='attrs-997b78af-8308-4afb-9521-7abe004df59b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-997b78af-8308-4afb-9521-7abe004df59b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f2020270-7ef3-4687-88cc-2f07b0a197f1' class='xr-var-data-in' type='checkbox'><label for='data-f2020270-7ef3-4687-88cc-2f07b0a197f1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+ " <tr>\n",
+ " <td>\n",
+ " <table style=\"border-collapse: collapse;\">\n",
+ " <thead>\n",
+ " <tr>\n",
+ " <td> </td>\n",
+ " <th> Array </th>\n",
+ " <th> Chunk </th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Bytes </th>\n",
+ " <td> 28.25 kiB </td>\n",
+ " <td> 1.77 kiB </td>\n",
+ " </tr>\n",
+ " \n",
+ " <tr>\n",
+ " <th> Shape </th>\n",
+ " <td> (16, 226) </td>\n",
+ " <td> (1, 226) </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Dask graph </th>\n",
+ " <td colspan=\"2\"> 16 chunks in 49 graph layers </td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th> Data type </th>\n",
+ " <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ " </table>\n",
+ " </td>\n",
+ " <td>\n",
+ " <svg width=\"170\" height=\"86\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+ "\n",
+ " <!-- Horizontal lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"0\" y1=\"2\" x2=\"120\" y2=\"2\" />\n",
+ " <line x1=\"0\" y1=\"4\" x2=\"120\" y2=\"4\" />\n",
+ " <line x1=\"0\" y1=\"6\" x2=\"120\" y2=\"6\" />\n",
+ " <line x1=\"0\" y1=\"9\" x2=\"120\" y2=\"9\" />\n",
+ " <line x1=\"0\" y1=\"11\" x2=\"120\" y2=\"11\" />\n",
+ " <line x1=\"0\" y1=\"13\" x2=\"120\" y2=\"13\" />\n",
+ " <line x1=\"0\" y1=\"16\" x2=\"120\" y2=\"16\" />\n",
+ " <line x1=\"0\" y1=\"18\" x2=\"120\" y2=\"18\" />\n",
+ " <line x1=\"0\" y1=\"20\" x2=\"120\" y2=\"20\" />\n",
+ " <line x1=\"0\" y1=\"22\" x2=\"120\" y2=\"22\" />\n",
+ " <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" />\n",
+ " <line x1=\"0\" y1=\"27\" x2=\"120\" y2=\"27\" />\n",
+ " <line x1=\"0\" y1=\"29\" x2=\"120\" y2=\"29\" />\n",
+ " <line x1=\"0\" y1=\"32\" x2=\"120\" y2=\"32\" />\n",
+ " <line x1=\"0\" y1=\"34\" x2=\"120\" y2=\"34\" />\n",
+ " <line x1=\"0\" y1=\"36\" x2=\"120\" y2=\"36\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Vertical lines -->\n",
+ " <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"36\" style=\"stroke-width:2\" />\n",
+ " <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"36\" style=\"stroke-width:2\" />\n",
+ "\n",
+ " <!-- Colored Rectangle -->\n",
+ " <polygon points=\"0.0,0.0 120.0,0.0 120.0,36.60670840728339 0.0,36.60670840728339\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+ "\n",
+ " <!-- Text -->\n",
+ " <text x=\"60.000000\" y=\"56.606708\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >226</text>\n",
+ " <text x=\"140.000000\" y=\"18.303354\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,18.303354)\">16</text>\n",
+ "</svg>\n",
+ " </td>\n",
+ " </tr>\n",
+ "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-270bec06-943d-4073-9968-8906f51d5f31' class='xr-section-summary-in' type='checkbox' ><label for='section-270bec06-943d-4073-9968-8906f51d5f31' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>module</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-9390f8b1-6753-4eb2-8944-3c74f82057a9' class='xr-index-data-in' type='checkbox'/><label for='index-9390f8b1-6753-4eb2-8944-3c74f82057a9' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Int64Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15], dtype='int64', name='module'))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>sa1_pId</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-815afe64-4fab-4e72-bcaf-d5bdb88b2304' class='xr-index-data-in' type='checkbox'/><label for='index-815afe64-4fab-4e72-bcaf-d5bdb88b2304' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Int64Index([ 420, 424, 428, 432, 436, 440, 444, 448, 452, 456,\n",
+ " ...\n",
+ " 1788, 1792, 1796, 1800, 1804, 1808, 1812, 1816, 1820, 1824],\n",
+ " dtype='int64', name='sa1_pId', length=352))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>bin_delay</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-bdd6e20f-6daa-46a3-bf86-0135020f1c14' class='xr-index-data-in' type='checkbox'/><label for='index-bdd6e20f-6daa-46a3-bf86-0135020f1c14' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([ 223.78, 223.847, 223.91400000000002,\n",
+ " 223.98100000000002, 224.048, 224.115,\n",
+ " 224.18200000000002, 224.24900000000002, 224.316,\n",
+ " 224.383,\n",
+ " ...\n",
+ " 238.252, 238.31900000000002, 238.38600000000002,\n",
+ " 238.453, 238.52, 238.58700000000002,\n",
+ " 238.65400000000002, 238.721, 238.788,\n",
+ " 238.85500000000002],\n",
+ " dtype='float64', name='bin_delay', length=226))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>pp</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-4b42e23f-4b81-4fb8-a426-ac2bb63729a9' class='xr-index-data-in' type='checkbox'/><label for='index-4b42e23f-4b81-4fb8-a426-ac2bb63729a9' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index(['pumped', 'unpumped'], dtype='object', name='pp'))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-80af541a-ce50-4535-a076-7e9bdefe9bb4' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-80af541a-ce50-4535-a076-7e9bdefe9bb4' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (module: 16, sa1_pId: 352, bin_delay: 226, pp: 2,\n",
+ " y: 128, x: 512, pulse_slot: 2700)\n",
+ "Coordinates:\n",
+ " * module (module) int64 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15\n",
+ " * sa1_pId (sa1_pId) int64 420 424 428 432 ... 1812 1816 1820 1824\n",
+ " * bin_delay (bin_delay) float64 223.8 223.8 223.9 ... 238.8 238.9\n",
+ " * pp (pp) object 'pumped' 'unpumped'\n",
+ "Dimensions without coordinates: y, x, pulse_slot\n",
+ "Data variables:\n",
+ " DSSC (pp, bin_delay, module, y, x) float64 dask.array<chunksize=(2, 226, 1, 128, 512), meta=np.ndarray>\n",
+ " PP800_DelayLine (module, bin_delay) float64 dask.array<chunksize=(1, 226), meta=np.ndarray>\n",
+ " bunchPatternTable (module, bin_delay, pulse_slot) float64 dask.array<chunksize=(1, 226, 2700), meta=np.ndarray>\n",
+ " SCS_SA1 (module, bin_delay, sa1_pId) float32 dask.array<chunksize=(1, 226, 352), meta=np.ndarray>\n",
+ " SCS_SA3 (module, pp, bin_delay) float32 dask.array<chunksize=(1, 2, 226), meta=np.ndarray>\n",
+ " BAM1932S (module, bin_delay) float32 dask.array<chunksize=(1, 226), meta=np.ndarray>\n",
+ " delay (module, bin_delay) float64 dask.array<chunksize=(1, 226), meta=np.ndarray>"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Geometry"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "quad_pos = [(-122.81101449, 4.77217391),\n",
+ " (-125. , -118.24881159),\n",
+ " (1.52336232, -119.89306931),\n",
+ " (3.49344928, 2.90901765)]\n",
+ "\n",
+ "#geopath = '/gpfs/exfel/exp/SCS/202002/p002719/scratch/Pre-processing/geometry/dssc_geom_AS_aug20.h5'\n",
+ "geopath = './dssc_geom_AS_aug20.h5'\n",
+ "\n",
+ "geom = eg.DSSC_1MGeometry.from_h5_file_and_quad_positions(geopath, quad_pos)\n",
+ "\n",
+ "# normalize scattering intensity by XGM\n",
+ "pumped_data = data['DSSC'].sel(pp='pumped')/data['SCS_SA3'].sel(pp='pumped', module=0)\n",
+ "unpumped_data = data['DSSC'].sel(pp='unpumped')/data['SCS_SA3'].sel(pp='unpumped', module=0)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Check beam center with geom2"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "masklist = [\n",
+ " (4, 1, 0),\n",
+ " (1, 0, 6),\n",
+ " (7, 1, 7), \n",
+ " (12, 1, 1),\n",
+ " (5, 0, 3), \n",
+ " (14, 0, 4),\n",
+ " (7, 1, 3),\n",
+ " (6, 1, 3),\n",
+ "# (7, 1, 1),\n",
+ "# (7, 0, 1)\n",
+ "]\n",
+ "qmask = tbdet.quickmask_DSSC_ASIC(masklist)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "img = qmask*(pumped_data.mean('bin_delay') - unpumped_data.mean('bin_delay')).values\n",
+ "\n",
+ "vmin = np.nanpercentile(img.ravel(), 5)\n",
+ "vmax = np.nanpercentile(img.ravel(), 99.5)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(-0.045, 0.045)"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 800x800 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "from matplotlib.colors import LogNorm\n",
+ "from matplotlib.patches import Circle\n",
+ "\n",
+ "geom2 = geom.offset((0.000, -0.0019))\n",
+ "\n",
+ "ax = geom2.plot_data(img,\n",
+ " colorbar=True, #norm=LogNorm(),\n",
+ " vmin=-vmax, vmax=vmax,\n",
+ " axis_units='m', figsize=(8,8),\n",
+ " cmap='RdBu_r')\n",
+ "ax.add_patch(Circle((0, 0), radius=0.025, fill=False, color='white'))\n",
+ "ax.add_patch(Circle((0, 0), radius=0.035, fill=False, color='white'))\n",
+ "ax.set_xlim([0.04, -0.04])\n",
+ "ax.set_ylim([-0.045, 0.045])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "pumped_mean = qmask*pumped_data.mean('bin_delay')\n",
+ "unpumped_mean = qmask*unpumped_data.mean('bin_delay')\n",
+ "\n",
+ "image_pumped_mean, _ = geom2.position_modules(pumped_mean)\n",
+ "image_unpumped_mean, _ = geom2.position_modules(unpumped_mean)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(-0.04, 0.04)"
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "iVBORw0KGgoAAAANSUhEUgAAAyoAAAE3CAYAAABFHrWrAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOy9d7xmRX34/56Z055++717txd2WdrSFGkC0kRABFQUUTQRSzR+lZ8kagxgNyQkxmgSIyhGihogqGiMSBFUEJDeF7ay7e7tTz1t5vfHPPfCdRdZkA3F83697mv3mWfOeebMmTlnPnWEMcaQkZGRkZGRkZGRkZHxEkK+2A3IyMjIyMjIyMjIyMj4fTJBJSMjIyMjIyMjIyPjJUcmqGRkZGRkZGRkZGRkvOTIBJWMjIyMjIyMjIyMjJccmaCSkZGRkZGRkZGRkfGSIxNUMjIyMjIyMjIyMjJecmSCSkZGRkZGRkZGRkbGS45MUMnIyMjIyMjIyMjIeMmRCSoZGRkZGRkZGRkZGS85MkElIyMjYydyySWXIIRgzZo1z+v4BQsWIITY7l8QBNvU/973vsfee+9NEAQMDg7y0Y9+lFqttk29Wq3GRz/6UQYHBwmCgL333pvvfe97223DXXfdxVFHHUWxWKSjo4NTTjmFVatWzahTr9d529vexrJlyyiVShQKBXbffXc+//nPU6/Xn9e1v1S56KKLEEJQLBb/qPO8+93vZsGCBS9Mo56GEIIPf/jDL/g5t/f35S9/+QX9nYyMjIyn47zYDcjIyMjIeGb++7//mzAMZ5StW7eO0047jZNPPnlG+WWXXcYZZ5zBe9/7Xv7pn/6Jxx57jL/+67/moYce4uc///mMuqeccgp33HEHX/7yl1m6dCmXX345b3/729Fac/rpp0/Xe+SRRzj88MPZe++9+cEPfkCr1eLcc8/l0EMP5Z577qG3txeAOI4xxnD22WezcOFCpJTcfPPNfPazn+Wmm27iF7/4xU7qof9bNmzYwMc//nEGBweZmJh4sZvzf8qb3/xm/r//7/+bUTZv3rwXqTUZGRl/CmSCSkZGxkuOZrNJLpd7sZvxkmCfffbZpux///d/AXjve987XZamKeeccw7HHHMM3/zmNwE44ogjKJVKvOMd7+B//ud/OO644wD46U9/ynXXXTctnEzVXbt2Leeccw6nnXYaSikAzj33XHzf59prr6VcLgOw3377scsuu/AP//AP/N3f/R0AHR0dfP/735/RzqOOOoowDLngggtYtWoVixYtek7X3mw2CYIAIcRzOm5n8oEPfIDXvva1dHV1ceWVV77YzZnBzp43/f39vOY1r9lp58/IyMj4fTLXr4yMjBec888/HyEEd999N6eccgrlcplKpcIZZ5zB1q1bZ9RdsGABJ5xwAldffTX77LMPQRDwmc98BoAHHniAk046ic7Ozmn3pO985zszjr/pppsQQnDppZdy9tlnMzAwQC6X47DDDuPuu+/epm0/+tGPOPDAA8nn85RKJY4++mhuvfXWGXW2bt3K+973PubOnYvv+/T29nLwwQfPsApcd911nHTSScyZM4cgCFiyZAnvf//7GR4efqG6cbsYY/j2t7/NokWLeN3rXjddftttt7Fp0ybe8573zKj/lre8hWKxyH//939Pl/33f/83xWKRt7zlLTPqvuc972Hjxo389re/BSBJEq699lpOPfXUaSEFYP78+RxxxBEzzvlMTFlcHOcP68WmXOR+/vOf82d/9mf09vaSz+cJw/AZXaSmxtnTmXJ7+u53v8vy5cvJ5/OsWLGCa6+99lnb+mxceuml/PKXv+Rf//Vfn/Oxl1xyCcuWLcP3fZYvX85//ud/brfeZz7zGQ444AC6urool8vsu+++XHzxxRhjZtT7Q/Pm9zHG8KlPfQrXdaeF2IyMjIyXA5mgkpGRsdM4+eSTWbJkCVdeeSXnn38+11xzDcceeyxxHM+od9ddd3HOOefwkY98hJ/97GeceuqpPProoxx00EE8+OCDfPWrX+Xqq69mt912493vfjcXXHDBNr/1qU99ilWrVnHRRRdx0UUXsXHjRg4//PAZsRSXX345J510EuVymSuuuIKLL76YsbExDj/8cH71q19N13vnO9/JNddcw7nnnsvPf/5zLrroIo466ihGRkam6zzxxBMceOCB/Nu//Rs///nPOffcc/ntb3/LIYccss31/T5TwtX555//nPv0F7/4BWvXruXP/uzPZizSH3jgAQD22muvGfVd12XXXXed/n6q7vLly7cRHqaOnar7xBNP0Gw2tznnVN3HH3+cVqs1o9wYQ5IkTE5O8rOf/YwLL7yQt7/97TvsIvRnf/ZnuK7Ld7/7Xa688kpc192h457OT37yE772ta/x2c9+lquuuoquri5OPvnkbeJqhBAcfvjhO3TOoaEhPvrRj/LlL3+ZOXPmPKf2XHLJJbznPe9h+fLlXHXVVXz605/mc5/7HDfccMM2ddesWcP73/9+fvCDH3D11Vdzyimn8Jd/+Zd87nOf26bu9ubN7xOGIaeffjpf+9rX+PGPf8xZZ501/d3hhx/+nKxVl19+OblcDt/32W+//fj2t7+9w8dmZGRkPC9MRkZGxgvMeeedZwDzsY99bEb5ZZddZgBz6aWXTpfNnz/fKKXMo48+OqPu2972NuP7vlm3bt2M8uOOO87k83kzPj5ujDHmxhtvNIDZd999jdZ6ut6aNWuM67rmve99rzHGmDRNzeDgoNlzzz1NmqbT9arVqunr6zMHHXTQdFmxWDQf/ehHd/h6tdYmjmOzdu1aA5gf/vCH0999+9vfNoBZvXr1dNlNN91klFLmM5/5zA7/xhSnnXaaUUqZJ598ckb5F77wBQOYTZs2bXPMMcccY5YuXTr9eZdddjHHHnvsNvU2btxoAPPFL37RGGPMr3/9awOYK664Ypu6X/ziFw1gNm7cOKP8iiuuMMD033ve8x4Tx/GzXtdUP73rXe/a5rszzzzTzJ8/f5vyqXH2dADT399vJicnp8s2b95spJTmS1/60oy6Sinzute97lnbZowxp556qjnooIOmx9iZZ55pCoXCsx43Ne6eaXxu77qefmwcx+azn/2s6e7unnH8M80bY2wffOhDHzIjIyPmkEMOMbNnzzb33HPPNvVe97rXGaXUs16DMcacfvrp5rLLLjM333yzufLKK81xxx1nAPPpT396h47PyMjIeD5kFpWMjIydxjve8Y4Zn9/61rfiOA433njjjPK99tqLpUuXzii74YYbOPLII5k7d+6M8ne/+900Go1t3LVOP/30Gdrh+fPnc9BBB03/1qOPPsrGjRt55zvfiZRPPfqKxSKnnnoqt912G41GA4BXv/rVXHLJJXz+85/ntttu266FZGhoiA984APMnTsXx3FwXZf58+cD8PDDD//BfjnssMNIkoRzzz33D9b7fUZHR7nmmmt4/etfz+zZs7db55k05NtzkXom/pi6xx57LHfccQc33HADX/jCF7jqqqs49dRT0Vo/4zmezvasAs+VqdicKfr7++nr62Pt2rUz6iVJwvXXX/+s57vqqqv48Y9/zDe/+c3nHC8zNe6eaXz+PjfccANHHXUUlUoFpRSu63LuuecyMjLC0NDQjLrbmzdTrF69mgMPPJDJyUluu+02VqxYsU2d66+/niRJdug6LrvsMk4//XQOPfRQTj31VH76059ywgkn8OUvf3kbd86MjIyMF4pMUMnIyNhpDAwMzPjsOA7d3d0zXKgAZs2atc2xIyMj2y0fHByc/v4P/dZU2VS9qX+f6Zxaa8bGxgD4/ve/z5lnnslFF13EgQceSFdXF+9617vYvHkzAFprjjnmGK6++mr+6q/+iuuvv57bb7+d2267DbBBzTuDSy+9lDAMZwTRT9Hd3T3jOp/O6OgoXV1dM+o+Uz1guu6znVMIQUdHx4zyzs5O9t9/f4444gg+9alP8R//8R/86Ec/4oc//OEOXeP27s9zZardT8f3/ed1X2q1Gh/60If4y7/8SwYHBxkfH2d8fJwoigAYHx//g+mXp/rumcbn07n99ts55phjAPjmN7/Jr3/9a+644w7+5m/+Bth2XP2hvrr99tt57LHHOO20056zq9qOcsYZZ5AkCXfeeedOOX9GRkZGlvUrIyNjp7F58+YZmv8kSRgZGdlmIbk9LXV3dzebNm3apnzjxo0A9PT0bPNb2/v9qd+a+veZzimlpLOzc/rcX/nKV/jKV77CunXr+NGPfsQnPvEJhoaG+NnPfsYDDzzAvffeyyWXXMKZZ545fZ7HH398+x3xAnHxxRfT39/PCSecsM13e+65JwD3338/u+2223R5kiQ88sgj09m9pupeccUVJEkyI07l/vvvB2CPPfYAYPHixeRyuenyp3P//fezZMmS7e7l8nRe/epXA/DYY4/t0DVubywEQbBNimZgpycumPqNLVu2cOGFF3LhhRdu831nZycnnXQS11xzzXaPnxp3zzQ+n873vvc9XNfl2muvndGvz3TuP2TdOe200xgYGOBv/uZv0Frz6U9/+hnrPl9MO8D/6RbKjIyMjBeS7OmSkZGx07jssstmfP7BD35AkiQ7FMB85JFHcsMNN0wLJlP853/+J/l8fps0qVdcccWMzEhr167lN7/5zfRvLVu2jNmzZ3P55ZfPqFev17nqqqumM4H9PvPmzePDH/4wRx99NHfddRfw1ALR9/0Zdb/xjW8863U9X+68807uu+8+zjzzzO1m0DrggAOYNWsWl1xyyYzyK6+8klqtximnnDJddvLJJ1Or1bjqqqtm1P3Od77D4OAgBxxwAGAtYCeeeCJXX3011Wp1ut66deu48cYbZ5zzmZhyvVuyZMkOX+vvs2DBAoaGhtiyZct0WRRF02madyYDAwPceOON2/wde+yxBEHAjTfeyOc///lnPH7ZsmXMmjXrGcfn0xFC4DjOdGposFaU7373u8+r7Z/+9Kf5yle+wrnnnssnP/nJ53WOP8R3v/tdXNdlv/32e8HPnZGRkQGZRSUjI2MncvXVV+M4DkcffTQPPvggf/u3f8uKFSt461vf+qzHnnfeeVx77bUcccQRnHvuuXR1dXHZZZfxk5/8hAsuuIBKpTKj/tDQECeffDJnnXUWExMTnHfeeQRBML1Ak1JywQUX8I53vIMTTjiB97///YRhyN///d8zPj4+vcP2xMQERxxxBKeffjq77rorpVKJO+64g5/97GfTC/Ndd92VxYsX84lPfAJjDF1dXfz4xz/muuuu26F++eUvf8mRRx7Jueeeu8NxKhdffDEAf/7nf77d75VSXHDBBbzzne/k/e9/P29/+9tZuXIlf/VXf8XRRx/N61//+um6xx13HEcffTQf/OAHmZycZMmSJVxxxRX87Gc/49JLL52xUP7MZz7Dq171Kk444QQ+8YlPTG/42NPTM2Pzv2984xvccsstHHPMMcydO5d6vc4tt9zCv/zLv3DQQQdx0kkn7dB1bo/TTjuNc889l7e97W2cc845tFotvvrVr5Km6fM+J1hB7LDDDvuDcSpBEGxXsL7kkktQSj2r0C2l5HOf+xzvfe97p8fn+Pg4559//jauX8cffzz/+I//yOmnn8773vc+RkZG+Id/+IdtBOLnwv/7f/+PYrHI+973Pmq1Gl/96lenBe0jjzySX/7yl88ap/L3f//3PPTQQxx55JHMmTOHoaEhLr74Yn7+859z/vnnb2PdzMjIyHjBeFFD+TMyMl6RTGVj+t3vfmdOPPFEUywWTalUMm9/+9vNli1bZtSdP3++Of7447d7nvvvv9+ceOKJplKpGM/zzIoVK8y3v/3tGXWmsn5997vfNR/5yEdMb2+v8X3fHHrooebOO+/c5pzXXHONOeCAA0wQBKZQKJgjjzzS/PrXv57+vtVqmQ984ANmr732MuVy2eRyObNs2TJz3nnnmXq9Pl3voYceMkcffbQplUqms7PTvOUtbzHr1q0zgDnvvPOm620v69dUm59e7w/RaDRMpVIxr33ta5+17uWXX2722msv43meGRgYMB/5yEdMtVrdpl61WjUf+chHzMDAgPE8z+y1117bze5ljDF33nmnOfLII00+nzflctm86U1vMo8//viMOr/+9a/NCSecYAYHB43neSafz5sVK1aYz33uczP67ZmY6qc77rhju9//9Kc/NXvvvbfJ5XJm0aJF5mtf+9ozZv360Ic+tM3x8+fPN2eeeeY2dQ877LBnbdv22NGsX1NcdNFFZpdddjGe55mlS5eab33rW9vNZvatb33LLFu2zPi+bxYtWmS+9KUvmYsvvnibMfSH5s32+uCKK64wjuOY97znPdNZ7w477LBt+m97/OhHPzKHHHKI6e3tNY7jmFKpZA499NBnHC8ZGRkZLxTCmN/bRSojIyPjj+T888/nM5/5DFu3bt3p2tabbrqJI444gv/6r//izW9+8079rYyMjIyMjIz/O7IYlYyMjIyMjIyMjIyMlxyZoJKRkZGRkZGRkZGR8ZIjc/3KyMjIyMjIyMjIyHjJkVlUMjIyMjIyMjIyMjJecmSCSkZGRkZGRkZGRkbGS45MUMnIyMjIyMjIyMjIeMmRCSoZGRkZGRkZGRkZGS85MkElIyMjIyMjIyMjI+MlRyaoZGRkZGRkZGRkZGS85MgElYyMjIyMjIyMjIyMlxyZoJLxJ8NNN92EEIKbbrrpxW5KRkbGTiCb4xkZz59s/ry4XHLJJQghWLNmzYvdlJcUmaCSkZGRkZGRkZGRkfGSIxNUMjIyMjIyMjIyMjJecmSCyp8Y559/PkII7r77bk455RTK5TKVSoUzzjiDrVu3TtcTQnD++edvc/yCBQt497vfPf15ylR5ww03cNZZZ9Hd3U25XOZd73oX9XqdzZs389a3vpWOjg5mzZrFxz/+ceI4nj5+zZo1CCG44IIL+MIXvsC8efMIgoD999+f66+/fpvfX7lyJaeffjp9fX34vs/y5cv5+te/vk29Rx55hNe//vXk83l6enr4wAc+QLVa/eM6LyPjBebd7343CxYs2KZ8ap5OIYTgwx/+MN/97ndZvnw5+XyeFStWcO211273uGeb31PnzOZ4RsZMsnfkjnH44Ydz+OGHb1P++8+0qfb/wz/8A//4j//IwoULKRaLHHjggdx2223bHFssFnnwwQc58sgjKRQK9Pb28uEPf5hGo7HNOS+55JJtfv/378vU/bzvvvt4y1veQqVSoauri7PPPpskSXj00Ud5/etfT6lUYsGCBVxwwQUzzjflDnfppZdy9tlnMzAwQC6X47DDDuPuu+/e5vfvvPNO3vjGN9LV1UUQBOyzzz784Ac/2KbebbfdxsEHH0wQBAwODvLJT35yxn3PeIpMUPkT5eSTT2bJkiVceeWVnH/++VxzzTUce+yxz3uivPe976VSqfC9732PT3/601x++eWcddZZHH/88axYsYIrr7ySM888kwsvvJB/+Zd/2eb4r33ta/zsZz/jK1/5CpdeeilSSo477jhuvfXW6ToPPfQQr3rVq3jggQe48MILufbaazn++OP5yEc+wmc+85npelu2bOGwww7jgQce4F//9V/57ne/S61W48Mf/vDzuraMjJcCP/nJT/ja177GZz/7Wa666iq6uro4+eSTWbVq1TZ1X+j5Ddkcz/jTIntHvrB8/etf57rrruMrX/kKl112GfV6nTe84Q1MTEzMqBfHMW94wxs48sgjueaaa/jwhz/MN77xDU477bQ/6vff+ta3smLFCq666irOOuss/umf/omPfexjvOlNb+L444/nv//7v3nd617HX//1X3P11Vdvc/ynPvUpVq1axUUXXcRFF13Exo0bOfzww2c8f2+88UYOPvhgxsfH+fd//3d++MMfsvfee3PaaafNEKoeeughjjzySMbHx7nkkkv493//d+6++24+//nP/1HX+IrFZPxJcd555xnAfOxjH5tRftlllxnAXHrppcYYYwBz3nnnbXP8/PnzzZlnnjn9+dvf/rYBzF/+5V/OqPemN73JAOYf//EfZ5TvvffeZt99953+vHr1agOYwcFB02w2p8snJydNV1eXOeqoo6bLjj32WDNnzhwzMTEx45wf/vCHTRAEZnR01BhjzF//9V8bIYS55557ZtQ7+uijDWBuvPHGZ+idjIz/W84880wzf/78bcqn5ukUgOnv7zeTk5PTZZs3bzZSSvOlL31pm+OebX5PnTOb4xkZM8nekTs2fw477DBz2GGHbVP++8+0qfbvueeeJkmS6fLbb7/dAOaKK66YcSxg/vmf/3nGOb/whS8YwPzqV7+acc5vf/vb2/z+79+Xqft54YUXzqi39957G8BcffXV02VxHJve3l5zyimnTJfdeOONBjD77ruv0VpPl69Zs8a4rmve+973TpftuuuuZp999jFxHM/4rRNOOMHMmjXLpGlqjDHmtNNOM7lczmzevHm6TpIkZtdddzWAWb169TbX9adMZlH5E+Ud73jHjM9vfetbcRyHG2+88Xmd74QTTpjxefny5QAcf/zx25SvXbt2m+NPOeUUgiCY/lwqlTjxxBO5+eabSdOUVqvF9ddfz8knn0w+nydJkum/N7zhDbRarWkz8o033sjuu+/OihUrZvzG6aef/ryuLSPjpcARRxxBqVSa/tzf309fX99259MLPb8hm+MZf1pk70gwxsw4T5Ikz+vap65TKTX9ea+99gLYoefXVLte6OeXEILjjjtuusxxHJYsWbLdNp1++ukz3HHnz5/PQQcdNN2mxx9/nEceeWS67b/f/5s2beLRRx+dvo4jjzyS/v7+6fMppf5oq9ErlUxQ+RNlYGBgxmfHceju7mZkZOR5na+rq2vGZ8/znrG81Wo9a3umyqIoolarMTIyQpIk/Mu//Auu6874e8Mb3gDA8PAwACMjI894voyMlyvd3d3blPm+T7PZ3Kb8hZ7fkM3xjD8tsnckfOc739nmXM+X339++b4PsM3za6qft9euF/r5lc/nZwh/U+XPpf+n2rRlyxYAPv7xj2/TZ3/xF38BZM+v54vzYjcg48Vh8+bNzJ49e/pzkiSMjIxMPyB83ycMw22O+2MeFM/Wnu2VeZ5HsVjEdV2UUrzzne/kQx/60HbPsXDhQsA+EJ/pfBkZLyWCINjuPJt6oT1fnm1+QzbHMzL+ENk7Ek488UTuuOOO7Z4rCIJt4kvgj392be9ZNdWuqbIp4eL3+39n9f3T2/D7ZVNt6unpAeCTn/wkp5xyynbPsWzZMiB7fj1XMovKnyiXXXbZjM8/+MEPSJJkOovHggULuO+++2bUueGGG6jVajulPVdfffUMLUa1WuXHP/4xhx56KEop8vk8RxxxBHfffTd77bUX+++//zZ/Uw+MI444ggcffJB77713xm9cfvnlO6XtGRnPlwULFjA0NDStjQOIooj//d///aPO+2zze+q3szmekbF9snekXVD//jmmWLBgAY899tgMYWFkZITf/OY3f/S1/n7fT7Vrqu/7+/sJgmCb/v/hD3/4R//2M3HFFVdgjJn+vHbtWn7zm99Mt2nZsmXssssu3Hvvvdvt+/3333/adfeII47g+uuvn/HcT9OU73//+zut/S9nMovKnyhXX301juNw9NFH8+CDD/K3f/u3rFixgre+9a0AvPOd7+Rv//ZvOffccznssMN46KGH+NrXvkalUtkp7VFKcfTRR3P22Wejtebv/u7vmJycnJGp5J//+Z855JBDOPTQQ/ngBz/IggULqFarPP744/z4xz/mhhtuAOCjH/0o3/rWtzj++OP5/Oc/T39/P5dddhmPPPLITml7Rsbz5bTTTuPcc8/lbW97G+eccw6tVouvfvWrpGn6R5332eY3ZHM8I+MPkb0j/zDvfOc7+cY3vsEZZ5zBWWedxcjICBdccAHlcvmPuk7P87jwwgup1Wq86lWv4je/+Q2f//znOe644zjkkEMAm4L4jDPO4Fvf+haLFy9mxYoV3H777TtVUTE0NMTJJ5/MWWedxcTEBOeddx5BEPDJT35yus43vvENjjvuOI499lje/e53M3v2bEZHR3n44Ye56667+K//+i8APv3pT/OjH/2I173udZx77rnk83m+/vWvU6/Xd1r7X85kFpU/Ua6++moeeeQRTjnlFM4991xOPPFEfv7zn0/7zZ5zzjmcc845XHLJJZx44olcddVV/OAHP6Cjo2OntOfDH/4wRx99NB/5yEc4/fTTSZKEn/zkJxx88MHTdXbbbTfuuusu9thjDz796U9zzDHH8Od//udceeWVHHnkkdP1BgYG+OUvf8luu+3GBz/4Qc444wyCIOBrX/vaTml7RsbzZeHChfzwhz9kfHycN7/5zZxzzjm85S1v4V3vetcfdd5nm9+QzfGMjD9E9o78wxx88MF85zvf4cEHH+Skk07i85//PJ/85Ce3u7fKc8F1Xa699lquu+46TjrpJL761a9y1llnTS/yp7jwwgs544wzuOCCCzjppJO49dZbt9lX6oXki1/8IvPnz+c973kPf/Znf8asWbO48cYbWbx48XSdI444gttvv52Ojg4++tGPctRRR/HBD36QX/ziFxx11FHT9fbYYw9+8YtfUC6XOfPMM3nf+97HXnvtxd/+7d/utPa/rHmx045l/N8ylapv69atL3ZTjDFPpRn8+7//+xe7KRkZL3teavPbmGyOZ7y8eKnNoT+l+XPmmWeaQqHwYjdjBlPpif/rv/7rxW7KnyyZRSUjIyMjIyMjIyMj4yVHJqhkZGRkZGRkZGRkZLzkEMY8LY1BRkZGRkZGRkZGRkbGS4CXnUXlX//1X1m4cCFBELDffvtxyy23/MH6v/zlL9lvv/0IgoBFixbx7//+789Y93vf+x5CCN70pje9wK3OyMjIyMjIyMjIyHguvKwEle9///t89KMf5W/+5m+4++67OfTQQznuuONYt27dduuvXr2aN7zhDRx66KHcfffdfOpTn+IjH/kIV1111TZ1165dy8c//nEOPfTQnX0ZGRkZGRkZGRkZGRnPwsvK9euAAw5g33335d/+7d+my5YvX86b3vQmvvSlL21T/6//+q/50Y9+xMMPPzxd9oEPfIB7772XW2+9dbosTVMOO+ww3vOe93DLLbcwPj7ONddcs1OvJSMjIyMjIyMjIyPjmXnZbPgYRRG/+93v+MQnPjGj/JhjjnnGnVBvvfVWjjnmmBllxx57LBdffDFxHOO6LgCf/exn6e3t5c///M+f1ZUMIAzDGbuxaq0ZHR2lu7sbIcRzvbSMjGfEGEO1WmVwcBApX1YG0Jcc2bzN+L8im7cvb7JnRcb/Fdmz4tl52Qgqw8PDpGlKf3//jPL+/n42b9683WM2b9683fpJkjA8PMysWbP49a9/zcUXX8w999yzw2350pe+NGM32IyMnc369euZM2fOi92MlzXZvM34vyabty9PsmdFxv812bPimXnZCCpT/L42wxjzBzUc26s/VV6tVjnjjDP45je/SU9Pzw634ZOf/CRnn3329OeJiQnmzZvH4YN/jiNccBQYg8kFGKUQaTr9r2i2ML6PqDcw5SLGVZAaTKCQky1M4CKakT2HEIhqHZPPgRSQpJi8j2iEiDjG+D4oifEcRCPE5DyMK5HVEOM6GF+hPYUzGWIcK6kbV6I9Bxkltl7goj2FjDVG2b6aqqt9hXYkqplgXImItP1eCYSB1FfIVJMEDk4rQcSapOhiBPzPVR971n58wyn/BNogNMhYgwQRa7SvEIlBJBoZpuhAYVwJqUFog2ompIGDMAa0sW13JUnexZmM0IFCJhoRpRhXElV8vIkQhABjkI0YkhRdDhCtFFlvYBwHHIVxFcZTyHpkr9VzEImGqXFTa6C7yogoQYQRabmAiFNMzkHWQki1vYeJRoxXSWd3I2shuugj65G9/66LSBKMUuhKDgz2HK5C1uy9RWuM75OGdW5a9x+USqUdHp8Z2+eZ5u1hi/4CN7LzFd0e4zkPkRoII4TW6HwOlIDUkJY8VDVCTtYwhRzGdxFxSlIJMAKcaggajK8QcYrOuahahBECYQxp3kUkBtkI7RiMUkSiCfsKOLUI7Ts44y1wJEnZQzVieyzY+ViNQAnSgoeIU5CCNHBwahEiNTQH8vhjIWlu5uNdRpokp1ChJsk7iFQjDKhmQpJ3SH3F/37//z1rP77hlH+acU4EaFeiwhStJNoVuNV4+rmiPYmINTJKiTp93MkYo4R9pmiDMxlhlCAtuMhmgjDGzl2lMI4tF9pAauy8Tttz21PT7RCxxjgS2UpI8y5IgRpr2PvYjMAYRJKQdpSQjdDOdSUQqcEIYZ89qUE0mpi2pR3XQTRbIAQm8O09CCPwXIgTjOfaZ7vv2vNHCcZz7BhJWvzysX/J5u3LlGd6VvzmvoeZ39tJNUxRUlAhJHZzpNqQr2/CKI/VaYWSJ9lYi1BCsLxD4g6txPglNuQG6fc0v9oUUnQdlvUEbKzGBI6g4iseG2mxX5dgVHs0Ek0rMXQGit5oC4/pHhZ1eDiTG/nhlhz7DtqxNa+xhomORayeCFlQ8fGUJGiNMul2oA2UPEkj1qRtJ//RVsIitwU6Yq2usDDawFBhLkVPMRGmaAz9gWRLSzMgmmw2OQZkSF3l8ZVAoZmIoL+j8Kz92Go2SQ2EqaG9vGC4mTA7L5hMJFsbCRVf4SlBxTSZEDkCR9KMNSOthIUVj8lQs74a0ltwmTPyIK3ZKwhTg6cErURTjscRTz5EY/HBbK4nOBJGGwmOEizvDog0PDDUoBI45FxJf95BCdumTfWYgqvop864KlIhZER79A/dy3D/3igJ5WSSNNeBM7mRRmEW9VjT5aY4E5tZ681iQW0l9b7dyD3+K8zgUp4UXZQ9iZKCODV0jz5CWpkDaLRfZDQSKCHYXI+ZU3LZNDrBwSuWZ8+KP8DLRlDp6elBKbWN9WRoaGgbq8kUAwMD263vOA7d3d08+OCDrFmzhhNPPHH6e91eqDiOw6OPPsrixYu3Oa/v+/i+v025ypeQhSIiTKzQIARqvAYI0kIeNVEHFUAq7L8RMNmAwIdmCkhSL4+ulHG2VjGeB30FRBij8x5ysgmpAulBLkBEMbpYsC/azhwiThFhikglOu9jXBetJCpoC06ORKSGOBcgVYpKHZJygNIG4diFRFLx7eJDCqQUpL7CqzWJygGmKHBadjEijEElBh1IgjDFeC7GF8icxKmnlMvlZ72njvTRvsRppagoQTsKhCHp9pCRwaknKBKSgkvY4RKMRjhjTRAuwgtQ9QjtKYwvEVLguBJZ8nDrEUkxh5IJCIGMJNKRaFeCAanswlBpg67kMZ1lhDbIRoRINEYryLcXgQbSDt8uYqIEUy4jXImaDBFOgPBc8EA2Y3ACTN6xQkcgkTmDTBQCFxMpdKWM0gpdtIte4yrcphVKhJEQGnRHBTlexwQ+SDCBXTRl7gZ/PM80bx0vh/JcRJxgqi3MYE97cSoQXoBxFcJ3UPUIYTROQyBwENKHsL3QNQp3qEnaXUK4ElFvYXyPtMPDjVIotBe/QiABIWyZ00xIOksY184jvByyEWPyeXTgIn2F03ZBMY5EOBJV9MAYlBakhZyd24HCCRU6LylMaFqzOuzi3oB2BSo0ODpGCklaUeiSxK1r3MmYqK+AANzU7NC81Z0FnJZGpODVWoS9gR2fnsEEAu1JZBphAkXqWOFMNjXSSck1DLrgYaRAhSmprxAlDx04+JMhIjKYwCEesM8hYQwSgcCQ5hVGgjvWwhTktPBihQWrZFBhE+EEyEaMNA5JsYgyoVU0CIFKAeFaJY8QCJMg6k2M54LrQtGDVIOSkGp0V7d9rrZCkNLO5VSCss9XfHuvEQIRgdEGlEJGTynEMl5+PNOzYlZXBz0qpKfooO/4MeLgt/BYVRKlmj165/BA1WF1tcEepQJ9XoGcI9kSa5Yu2BPjF+lopnTV13L8xO9YufwkSkWXV+m1bCnMJdXQ352jnlOEocb1oNaMWdBXQCQ5XjWxmVViNqv1ILN7oVLOM1vWoTyfUV3Azbn0dRVItSGnmrj5il1UR0N05vNsFUVqkWZ+WVHSNYwbsGdjjI1qN+5ZP8lr5xco+3aqdKTDlPv72VRPGJ8MwSuyzK+zJi0yu+hSbySUy8++sH5iUrO40ycJU3q9lFU1iN2UTjGKLs3izpFxXtVVIucIyki2tALW1SJ6CwH7zNI8NCHI+5L9uzuoRSmFwq40nQJlR1LZeDfRvH1ZPZFn9j7zkbFmcUniSIEzEbG5FuIWipSl4XVeCkKS5ioMN1MSoF+N03QqzC66uPf9lmCv1+NGNTqrQ4iuLnI9ZWRjDGQFI8AMLqEy9iQoSCpzkL5ilqqQ79kL183TWvF6Ko1NFEtlnNF1MDaEaTVgYDFp1xwmIk2HjOgeWUNSmcP8IARl6DCbgOxZ8Yd42TjEeZ7Hfvvtx3XXXTej/LrrruOggw7a7jEHHnjgNvV//vOfs//+++O6Lrvuuiv3338/99xzz/TfG9/4Ro444gjuuece5s6d+5zaqAsBsmatIiQakaboQg6iGFlrYnI+JuejKwX7f0eh+7swjsIUcnaRk6Y4401rOYnsIhYpEWHatpgoRJyA62AchQjjtnWkhYgSiGIrNHiO/W5KwwgYJUFr3PEWGOyLvRmj6hFpwVpW0FjrjTGkvtWSRt05a/VIDKkr8UabqHqM9iSpJ2n12kWFU4vseeWOTbg0p9CeoNXt0hwISHIOad4h9SQyMbS6PVp9Aa1uF6eREna4JOUA2n6cad4lKXoYR5LkFE4ttos8JTCORPsOaeBYoSJOUZMhMtFoV01bjUSYIsPENkgISDUiTknzrrWuKIGsRaA1stpETjZxJlp2UdvWsMtqyx6fpHbRkqSIKEEX81YrPyXYVVvgtq1Z9RB3ywRyeML2eart/ZpowMi41fAmGjlZf05jMOO5o3Muxm/PJ98jLXhW2x6nVljV4GytWqulEpjAsWMj52OKeftmdxTGc9FuWymQ9yHRyFZ7PCoJui3QCkGat8KG8V2MFIhIWytcou04BNDGzrHAjmMjBKqV2OOkICm6aFeSBgqZGKKKFQCiTh+nnuJOxNNWUu0KoopLXHRIA4E/kYKAuOziNFM7TnfwbeDWbJ8AhL0B2hEkeUlt0Oq9ZGyISw7aEcjEWOto2yKpA4WRAuMItCtxGjFJ3kG1EowjiXvyJEUP1UxQbQuRaiWIOEWmGqeZWoGjFraVA5K0aIUOIwS64CO0aVvBAmQtQuc9jLTPPsK2tTo1dp4XfdLeCklPqW3d1tPKARNYS5lstKwVRWv7jI4TO6cTjWiE09ZW43uIVNvzR/ELNDozXkp4SrBBdCKSFu7C3VnbVPTmHRpxSsspMKfscdKCgKXJRiq+oplolhYSYq+IAWZVnyAt9WEOOJmCK6nHmlbXAjp8hSOhu20FbUQpSyoOviNZORbREj6b8nPZWI2QQrCwM8dAwSEKKrRy3cwpKjZMhjQTzfpqzBanh1w0ScVXTOT6uWPCpcNXRKkhUIKNaZ4Ql6jYT8VXnNpbpRZrapEmNYbL10l+9NgorcTw6m7BMq/Ko2GBKDUoNDu6pt7dnyRojTE4uRIRt+jwFXFqeFj3Uo81b1rWRU9O0dvcSOKXWSa2smd/Ht8RDCcuPXmH3ryDFNA/9jAPhmUibedbPG9fJiPN4lxCrA3aQK3t9dFXcNi9N0+UGmR9BJG0MK7PhmpMM9FMhCkAvXkHJ26gV7werzHC3eOK8coCkr6liKgB0t6PqiqyoQGPqEF+FfayNRTofCdFT2Icj2aiyTkS4wQgHYyXY1XvfuilB/G4GoQ0ouJJQhnQ6tuVm4cMqjFGlOsk6Zz/wg7SVyAvG0EF4Oyzz+aiiy7iW9/6Fg8//DAf+9jHWLduHR/4wAcAa65917veNV3/Ax/4AGvXruXss8/m4Ycf5lvf+hYXX3wxH//4xwEIgoA99thjxl9HRwelUok99tgDz/OeU/tktWFfjsMTyOEx63IgsQtrKYm78ohaEzlWtYsRz0VONtAd1ioiG/bFnJYD+/I1BtGMSEtWaBGpaQsS0i5ApCSt5NA5F1307YvWdRBhZBdYQiBrTfsS9xyMkhilrAY/1SRlnzTnkhZ9nGqEjFK7YGi7ksikrRVMDcYRVjvrSVr9eZqDOeKSIilYVw/jCOKyR5KXpMGODSsj7aLGrVntbFRWaCVw6yky0hhhv/fHEoSxC6Q075AUPVLfusapVoJqJfhbG6S+sgJXe6GhXQkSkg6rFTe+wggQqbZCmTGgBCJMUZMtu3iUAu27yMgKG8ZVCK0RqUGXcnZB2n5KizhF1ltW+xpGdnHaXtAgJTjt+yTEU251UiIm69Z1xHXs/doyAlJgpECXc4hiAbFxq3X1e45jMON5oLFCSN4n7e/A3TRurZcaSFLrolXMoYs5ZK01LbyIRsvOpcS67aE1smWFXmu9tBZO2YyRUTptRRNxat2XGiFojarH1m2pad2ltKfac1WgWvY4Faaopl38WiHFIwnark9SgLC/mQbKPicE1OcECG0wSqAdWyf1BHFOEpUVSU6CgLDTQfuCqKSeoYNmEhcVSV4SFyVxXpIE0s7TSY0MDTIxVjAqS7RjLSxJXpHmHRr9HqnfVjQEirDbWlWFNlaBoGw7tadIix6y7Xapcw4ytP2WFlySjhzGta6pMrYCnqpbhYRxpL0f7ceQaMYIra1blpTTgqAOHNR4wx5bDRGt2AogjRDiBDnZsNYa17GCh+ughicxvp2Tui1s4rmIxLrgmXyAmKhZYSXjFceT1Yg56VZumijyvcZ85rtNulub6My5BCak494fceuw4bdxH32izuySy8bYw/nVZciwhi7103AKOKtuZ06yhSg1rJ+MCTbdhxSCki8pe4rUGCIj6c657NLhUNxwN32izl59ebQxSGBjLWEiTHloa5MUyatml0k1DBZdyp5E+wX84cdJDZR9hyfGI9ZPtthYS2iv9anHmkQbfjpeoeIrWonGU4ITlnbzuoUdKAnGy6ODEo4UhIlGtqqMNJId6q9Jv5uNlHjYX8QwBSq+YnbZo+BKlATZnGB9NeYHW/KMhylPOv1oYwXCW9ZOMN5KGW4m3L6hxreG+1BSMCjqKAGNxFBwJbGbJ3AkPTlFV866r+UcSbcT8+RkxKjbTTU/wMqaZK4fU3Alu+QikA6bavaZ2kgMxvHZu9elqDQt4WP8InFQYcIp0UwMPTnF4g6P/WcVKHsS0ohg+HFUdQsdjU044SQ6V0FWt7BO9jI/l6KdgLIv+c6DY4iwRi1KCdbfxaLOHP/bGsQfX48MJ3bSaH3l8LJx/QI47bTTGBkZ4bOf/SybNm1ijz324Kc//Snz51uJdNOmTTP2VFm4cCE//elP+djHPsbXv/51BgcH+epXv8qpp566U9pn8m1hIbVCgogTWxZ4kKa4I3VMKQ9AWvSt33ZstYWibQkRrRAROFaL7yiM71q/dEfZF2DgYRxr+TCBiwhTcCQiSoh6CnhDdUwxb12YXEU0pwN3awNdtItwlMA4LiLVVkObaGQtmo5nmXrBa1cgTHvx7AhS377cVWQIOxTepCYuSLQLTtMQdrq0OhTBeLrDFpWwovCqGu0KZGxQkUZFmjSwCxsroBi7yPElqqnxJmPiko2DSX27mHOaKakfICNNVHFwGppguGUXMa2EtGAtXEwtYIxB+wqMj0w0xlekvo/2FWklh5po2nqAbETTsS1myhIj2gvOdGrB2bJWr8kGupy3GldjEOFTWlUrZBpQYMoFK4TkPIzvIFzHxsx0FKxFRUlEIY9REtGKXuBRmvH7yGoDckU7DxsJupRrxx25Ns4k0baO79l7Um+B74HnovMeQikbhxKnyFZkYxaEsO6azRg0aL8dC5Ya1FgVmWp0d9kKFzkb4xD35G0si6uIKh7+iHUpiioeacXDrdlYFaMEMtZPuU5NWS1UOx4ktZZPrSDOWxevVqci9RROS1vhIicwClxXkOQEbt2gd/BtEOclTmjrp67Ar9p5a4RA+4IksL9tlCAqSfxJK9i1Oh1kbAUnY0C1UmsJbaXEZc8KHNog29rONOeAdOxzspk8Jbw1EtK8056D2iooKh7eSMsKFlKgc+60QIkSyNEaCB+Tawv+xtjzBS4ijBFhbJ9bbWuyKebQQlglRas9j+MEE3iIsUnI55BC2Ge0Yy2mpG0zk+tMPz8yXlksTrdgRA+BI9l/sMyqEBarkDg0rKxJ+vd+IweFI8SFXtTq2ygXOki7luLusg9PRD7zSi53P1nj0N756FwnOS3oyil0WqHiS9ZNxqTG0IhTwlSzoPYY+skh0nkrGJdFOpIqfQWfTbWIRZ0BAljY6TMRpswJEjZFDhuqCUs6fSYSSWe+EwADpNqwuDPH7JLLZJiSGsg5kjDVzCkHeEqwh9jMw81ZLCtpQhlQcA1bmyn3bm6ytCfPkk6fzaFLI27tUH8VHUiNpOBKVo+HFN0AiaC3oKhGmh+t14w0xljQkSPV0BEonpyMqUcp+w+W6Mo5FONJ5ve5HDTYhYhbqNH15AvdrBY9DBZdxlopSsBoK2Wg4NBPDS1KiKjJHmWfJyNNzlFWONGaWuSi3Ry9OUXSiljZcKj4GuEVCKTAW3cXqmMWOt+JUQFRanhoa53FnTmKnqJ37BHi3iUgHXSxl62iSKqh6EjywiCSiLnOCJHqx/3tVfQv2Y+37T6fuoGecJSkbwkFIVnek8foJpvd4s4bsK8QXlaCCsBf/MVf8Bd/8Rfb/e6SSy7Zpuywww7jrrvu2uHzb+8cO4pIDTKMSef2IZqx1ei13UJI2y4d7UWsqjHtC21dTBJ0JY/QGtmMEa0Ik/MR9RZu3boepP0dVjBpuwWJRmTdxyp5jLKB7WnJb7sZhYhGiCx4hAMFVGgXAdqzrheqZXCrEa2eACfnYKTAqccYAUnOmV5EpIEk9QQqMiRBe5GU2EVGq0tNLzxiXxAXBTKWeHW9Q/3lVW0grkjtuVVsrSBRSaEVuE2J07ALK9s+Q7PfRzXtcd5ETNThWoFFCrsIjIwN9A8c4qKDN07bSmUXKFMLHtVM0K5CC0AotCtxR5sk5QAReIipoGqlMDm7yBTthYisPWUpS7sKbWHIQ9VCG09UCKyAVfJxxpqINLVuI5Ucqm4Dh4V+yioz7SrUxrQTKZCkNlYlY+eilNW2A7IZot0AWW0ilEKOjGM6bdyGUQJTydv5U4/QxWB6Pqqxhk2YMNEAz0E2rVChc679v9t2FYpTG4CvBHFngFONUG1hWHuKpORb4buV0pyVJ9jSBEBoSNpxLqqRYDxB4iu0J1EtjXZl28VMIDRoT0zPV6HBCQ0qtJaONLCXbSS0uiRpAHFRkNu6Y/NWuxBLgYoNXt0+V8Kyas9/MAK8ukHVU1oVRatT4bSspcXOTYGoW9dS41iXLZEakpxCaEg9G7dmhLUeCSHQOQc95a5pQESauNR2EavHCGMThdhnrk06IJScduvU5Tw6cKzCwBjkeN0KGkDSkUfGqXXjbIRW0RDGVihpRu1YwDyy0bKCYrnIDN8XDcZ1rGJKuNaFsF79o4ZkxksTXepl2O3mgMokojXMRGkucmyMBd09lEZWklSWYESJ0VZK1Lc/jVgzTwpqvcuhkSBrWzl4oMSGqJ9e16GgDc3E0MjPQbRSFpkhnnT62bUnjycFG8rLcDqWUY00fb5AjW9m91I/zY4yv9tUZ+Vonbfs1kcj1oikihGd9OZd6rFmuJkSlLvomliHKs0lSu1vNRNNly9YOR6zSxmk4+EpyZrxiN29gGU5jZrYzBo5SIevGA9TXCVYPdYkUAXu21Jj975nD6QH+M2GBj0Fj85AsXehBVHE3eMOI02HwZLLrKLP4s48uwc11mvDzWsnOGJBB5vrMTlX8pOVI7xlaRkRt4jII70i0i/RKAwgGwmOjnClw2grYV7Zw08abKFIWEvRFJkXCGa7kpFQk0uaNHM9zPdSaqmgkRiksPpDVwoKzWGMVyDtmst6OsklggBD36pfctiyQ3CHn2C9WsLqwi7MUS5qchPRDZfT84YPskX7FHQTce/1JPudiLv1cSj2I3fZn6Rjtk2KkEyA0bTcEp0mJOf4aNXPrJEHdvKoffnzsnL9eqljlBVE5ESjre1ru05VG4hmaN0HjH1RinpzOrOX9hyM5yLrNjNVWvRt1i5X2QVs2/96ykpilMJIaX3kA2txEVpPZ+VCG9KSD64Dxlgf9EQTl1ySov3TvkNc9jCOmA66jTp8ok6PNBAkOQUCqymVoB1wm5rUBbdu3RxkYjASEt8uilTTkOQFUWHHhlWzu+0C4guclkE7gmZ32z3LWG1tq0uhYuvKYpRAK0jy7RiWHutGIlJj3dOkwEhwarH13c9JG/OSt5l4ALTv2DiVdnC9taxYP3jjKlQrQbdjELTvWmtVbOOGRGz7kalsQY60fR8lNhbBc6y7Xcu63skwQRc9a1lJUtRYHaIY0bKCqGiE9t84QbTa8Slg3VNcu3AWrXC7fZfxAtK2ABrVzgrXskkYRBhhuioYKdGlPLLatNpzbawQ6ds4JhvbZMeGruTRvoPOudYy6Ts2XkybpxbNnoPOezYoXAp0O/Oe9hROve3eJayVUeccnHpix/nTrA1x0SEpWvetuKxICsq6ZOUkYUXRqkhkaoX0sCKJipIkJ0l8gWpZYUKF7UxXGpyGodW1Y/M2qgi0C41ee76oIGn2SkQCUVmQ5AWp2xYyNGglSF07N+O8tdAax86h1BekOUlcVGhXtGNpHFpdHmnOulnGRYeo5KJaKTJMMY4g7LYCfFzxiDsDZCtGhomdl5607l9tdzgj28/P0Ao/InmaQKbBmWyhtk7YOELfAdV+LgcOJnCtwqhtTaFtRRGNlrWuxolVRCg5bXm1yQ0yBcMrkiSmFmvWpEXE+CYKrgTpMBGmPOItYDQ0rG0q+tyY+7bU6AgUPjEa68404XcjWlUG0xE21WLqsUa1p91EqInKs+nOOfS5MZ4S+I4gTA2LzBC1SNPoWUocVBgLUw4ecOgMXFrt7GBjXjfzRu6j5Et6klEWdXgUxteSVmbx6EiLJ8ZauFJQciWN1D7zHq/CT1eO0hEo+goOvxjNMZZ6rPJm8+Rki7wrcCTsN6vIHn0FtjZijppfYO3Ejr2Xir7iyckWt66fYHVSpO6VmWjFdOccfrlmnE21kKVdPs2gi7IvibUhTDW9eYdbn5zkwDkVRNwCx2OoHjPWSok653PfUIPUQFU7bG0keFLQiDVDqc9YKyXvSuaVXEQSsa6Wkmq4p1lkfTVGJBEdk+sopHXc9rN/IkxZrTtoqBwmKNFfcGjEmkJaJx0boqod0mIvs1sbWNBai2hN0igM4C3dB2dsHQ9srTOU+tT3PoEoNVS7FjPcTJgozUUkEaPNFOP41IIeuxRJE4K4CjphtJilJH42XnYWlZcyxnfsCiBpB+GGEQIw+cAGaEppF0IT1j0rqQQ4Ey1ky7p5ac9Bhtaf3bgOotac9qmecsmyWb3aqTvbmkhk+/u2kk9GNhg8LfkkRRfVtIGzMrLaTwREZXdaTDXSLhZEYgDr7hV2Srvob5q2gCJodaj2YsMueqzVwxB7VpDRrsAffyrN8bNRny0AidMyREXrRpZ6IGOsYCLBrRtEYjXKU5YTbzKxaY1TW197krgg8SZswH/Y7aFaGtXSVjvbTKcDjnGstcU4bW1qoFBSWM1sIyItB9Zy0nbdswsU11qSGlaLrnPu9DWolk1gIKQEmdpkBnkfpESN1TG+Z12B4qQtEFqXE13O2xgYLcH3EM3wqYXQ0wNxs0wgOx0RRsiwaudpOxBaF9tmB41NKRw40FFEjdSsEKmkdQtMUnTRR6in3AK176CacTuGob1Yduzcx22Pu4KLA6iJJuGsMjLVdkGtBDLRJDkHGWuikotbs2PHSEFSdonKdiyrlrGuVrm2JUNaoV9ocBvWSpl6VnBQTUPqQqvbzmtrdYEkBzKysStJbsf6q9lnQAu0Z+d8nLdZxaKyTfPrNAxJzrYr9ayLmVcFFVtlhAo1zS5FMGGVHM0uh2DcTCcJAFChRkbaxqCFVnFiHJuFEMCt23ToqS9tEg9plRLGsUkLnFqIDpy2dTom7bQut7IZW4GylLdpj1ODu2UCXSpgAoek5OG0003LKEGEybSywARtBZLnIEUBWbPuLwYbr2Q81woso+OIgrttx2W87JFr7mbR4j1odS3AGOty/mR+HkoIlpQlsjVJKEs8MA7HDwqc0QeIBvdEGcEsJyJx8hhRIpQB+Sjl5rUT7NFfpBGnzClZq//WRoIUDl5ilRK/21RlcG6FWbX1bGKuDeifjJjVIzl4XoWip3CVYN1ERMfgbjRijcz14Al4SA7SEyt6C4IoNfxuU5W9+ot4yrqclTxFf6GDx0ZalH2HOeWAomcFhorv8PBwkzXjTfYfrDDajFnWHXDb5ibrJ5o71F99BZeip7juiRGOLXQy3Ew5dn6ex6spu/YWWVbSPFlP+OWaMYqeYuVwnX0GSjRizbrxJvsMlFgb5+h3HbpycOGv1nLmfrNZ1BmwZjwk1oZFHTaVc+fEGnShm0KpjKesxQSZY2HyJAaPEdlB0I7tbXQuYCJMqUUxXTkHIaArcPAkhDrAQzNfDyEmmySvOYUbnxhnxUCZxekYGwsLcYBNYyGy/2Dmll2WR5qiJ8mnTYxyqGmHgQCGWoZQ+iyWw2ivn7xOcIZXEfctRaQR7pP3UepYsjOG6iuKTFB5AZGTLfBtFiBZs9pxU8hB+4EzlR0m7S4hWwnOSL0dCGstMaJtkRFTwddKkXbmUcNV0qJn/ddzLokf4Ey2rEay5FtBo/1iFImZDsYFjWokyEQTVTychnVTCTtcq611BSKFVpeLMKDzTLt5ydi6aWhX0Oqw2tm4KKzmtVPamBWBXSQlVjOa5GlnIdqx/opLmuoCgQolbq29YPKtcGSUwK3ZxVazx7GxMC3wJg2tbqetqZ1amGma7QWYCk27XQ5eNZ22xCQFhVNPEQaSkrLB+o60cTGtFBnrtpBiY0uSzhzCs4HPqhai856NR0gNshYhjLELoUaEKeZs4oQ0xRQCm5o28G0WIK0R1QamUiRt+82LRntfG6MQYIWUdpyKCCObtc2RiETYbEUZO5d29i0deDYmpR33NW39bMY4IzVEkpJW7L45YiqDVDuw2uQ8ZMtmghNu271yomndw+LULoqljS3RjkS1UtKcg3YKGEegJiKkktbFqb0XiYzAKLvHUBoooorCaWgb/yGtFVMm2ID1pz3JtcO0gGKtHOAn0MpL4iKIlLbLpT2/9iHsAmfH1h7EPQlJURJsUdTm2GeIjWmz55SRfSYkeUFUBu3Y+ZwEEmEgLlhBq+Eoooog9UEm9pqclsFpGpKcxE0NxpVWONE2C6B2rGUmGE1Q2hBsbZIUPXs92kz3bdJhs38lykcU/acy+2EFRxnGNu5I2extU5s8uKNNe89Tg5wMrfDoOjZgvh0vJtqp3vFtjBKAlNJazZMUigUwWWzZK5LZS9G5ChuqMStH8syKWnTlHBqJpuooylIxJ9zCvMYWhst7Q++eFJEErTEm3QokmvGWYk4JOgPFLt15llQcaolDpbEJ7XQjhcOgnzAUu0yEKUcu7KBuIN/h4SaCrvoG9h2YS2JAxyn3DzUYLHn05l2MSGklhqILMqzhSI+RprUwdAaSZT15Cq5kIkyJUsNQPcGRgs6cgxKCsaYN0DcGAkdS8hV5VzHajOnMORQdaMQpb1m+Y/vOrRxp4irJ+1d0s7IdezIZSh7aWmNxZ55VdYeevOTU5T2sm4wZa8U8OtKgJ+9y0NxONlZDlnbnuG+owYKOgGaUMNpI2Jhqdu/N0UoMo62UgisRtRHSnkV4BsZaKWvGrSJhr745aGB5IWWoJVjTgImwycIOn916AjZUY54Ya7KsJ0/ZU+RlykgoyBUGKQR1EulxSscwYamLIW8hfYHiweEWizp9XClQwobAFuubkeObSPqWUHI81Nhm+joGmUgdRr1eatXYWlOChcxPI5zRdaTd85HhjsX7/CmTrYJeSJS02vUktSmH8zbbVDSrbDeFa4TI8Zq1ksRtN5BiYIWT0AbhTsUqGFdhXBtUb4o5q1kcq9oN5cZb7e+fci8D0EpOa+xVM7abKCqBdpV14XIEcd5BK2FTpUZWwxkVZXsBYF/Wcd4OiyQQ1AckMoEksELAlMtI2GW1sVHFWkaskALNAbPDggpAUrDnbPYaojIkeYhLduEVdgiSghVYZGKtJ1FRoJWg2SWntcdxXk4LV9q1WlxvMrULONdmK1NT2YjalhRhIMlJUl9ai0zJQzvtVLClwFqXjLFa23Jg3Vjitt987mlpkoUArdF531pGEpvxS9abNq0pbYtaO92tdQlqa+PhKYuJtOcxbZcvOdmwlpziDqq5M543aUepfU9C1HC1rUm3wdUiTK0LoBCYwLNZ3iTW6jWV4Q3rqqXz9v47k612ti3rxpgWfUSkUZMhad5uVKrbmx1OZfRKi55NtS0FqS+RkUbGGm8iISnYMaEdQRoI3IZ117KxGHZeqNBML/JT3woqRlohREZ2TiV5a/A1yh5Tn58SdhiafZpoQYv6gh3L5IMBU0yIKoaoQxNVDEneoEJ7/jSAZo+YttaoyFpVWj2CxiyB02xbQwOBiiAYtS6kRllLj7Wu2vTFUdkFbdMdp551h/Oqdh4ChD25Gck7plznVD2eLp9yARNt907j2uQHuqOAzvs2HbXnWAVPe/NcjEGX86RdNtDVuv+152Kc2FTwUmKUtC6bWltht5y3WcGmlFMZryi2ur00/Q46AsWRCyvs0hUwK9AsSjfT0djEmijHZm8Ak++g0jaq+atvY8Kt0IgNJdOiN++woZbgTGxg956AkdBQ0g2i8mx+sLJGd87BOAGNWNMZKEabKZ4SoDw6TY3x4mw21xNWjUc8MtxgbtlnoODQFxiq2mF2QZIaGNI5Kr6i4ivmyioCqEUpnSpiUbqZhR0e2hiWuRNsmAxRAmKtuXdLnWsfG2aPYkRXoJhT9hiqRzw63OCWJ+s8uKXKt+7ZskP9VQkc4lRz32hqs4q14zxP3bWboq/oLzisHg/53oND+I7goLmdLO/J8593rOeR4Rr7zyqgBPjt+LSjlvVR9BUV3+GJ0ZA14y1SYxhrpWwZ2JdarNlYixluJFQClwMqEUFcJW9CJhKJpwTdOcWSzoCyaZEaG8C/rCdPoCS1SJMIh75oiGI8ifGLjLVShsqLbaaxWLOpnlCNUh4YakxfZz3WbHL6MLkyqjrESOKSdM1D1UeouBBrQ6QN88suvXmHJi6PuPMAUOvufeEG6CuUzKLyQhInmFIeY8z0fgiiGeGCXdC4DkbKdupTjQl8uyBquwrJRkTYX8Qda1k/eWPsS7GhSSsF4sHO6d2cLXbBI8PEunvlXIxnXR+0ABkm1rUp1CR5Bca6RiEgKdiUoqlns/bEOYFMrYXCCGj0K1SzbQHywasZ6rMkqY+1fsT2L8lB1JMSaXDHJXF3QpzsmLuSTASpsoucpDe2vvuewRuXyNgutGQEIIgL4Nan3Ees9jQuCIJR3bb0WOFDT/30tBucodnr4tY1uui0sxMx7fMvUtuHaKu9laHd5BEpbIxJYGNaphDakBbsTuNoSDpyyGZb6AzsZo8CBz2VXUgI8ByrcpHG+sm7drEqUnt/0RrRDNHF/NM6RyJHJpHxDqq5M54/joBWe5M/nnLBRAp03kXVI1DS7tER27TVCLtXj2jHRYgosRsBTsWcORJcG3ciDNba4itUw95vKdt7q0gbHB+XPbuvSC3G1Ya44KBdSdjpEJate+RUoLl2rBLBaRnivHX7Sn1rmYgL1soiEuw4xs7fqMPgTQrCLo0K7eTw+xtEFQcdK/xcTK6j8YxdNLO/DBhB2hWTq7SIIgcdKZqui3btd27NCidGgtMQbWEKTAL1QRsno8K2C5ojQFk3T7ehMQVJnBekbXdWlZc4LW37oG15QTHtHqddgTtprVlp4JDkFG5DIGKbhly1krYCgek9lFQrISm6yFaKbKc01r5CxtpaSOstcCSqlliBVEJSDnCeNm+NUtZS43vt9PKt6RgWU9qxYOOMlxejrZTFtY0EfgmTBjQSB1yPWm6Q1MAs36YWXhnNRVZTFgQxpnM2JVdScmEyDijd9n3mvOqNpN5sRlspq8ZajAYe+Tjh5F17yA3ZrFJzSi6JNnT4gtFWykSYsktgg79TbZhf8XCkoOhJWqmhGgp+uXaUgaLPfrOKlD3J+mqMFLDRLRFGmq7AAVLGi7OJwtQKAEazqDPHfVtq7D9Y4omxFvvOKnPlmgZhMsKKgRJD9ZBFnXluemKEI5f0cP3jwzvUX/durrK4M8+jw3XCRHPHk+McNK+TlWMRDw7VWDkiWdyVZ7gW8eRESCvVxKnm8KW9dAUud26qc9emSU5Z3seGyYihWogrBbv35nGVYGsj4YZVY7x+SRcPbm0wpxyQcwWVkkvBlWgjaRrrLlpxDRMxFJWmoRWTIuC3ayY4YE7JWpNaKWVf4giQ45sYHtib8cmYBV6TB2oeBhgougw3E2phwqtml+xGucOrmNMx2E6YMwjAkxMRBTfAK88i1tCI4+mU0DlH4IyuZV7HfB4cK7K1sNcLP1BfYQhjjHn2ahl/iMnJSSqVCkfs90m80KbAFbWmjW9wHZvNK9F2kzFt09mmnSWMr6xmXUobcJ1qu2lc3kU2YrtIGq3ZF2E7rW7SEdig+Xa6Cploq6Vt7+Iclz1UM0XVIqLuAO1L3EkbjCtTg1aCpKhwaimNfredZtQGu0ZlGySr23EiqddeSLjWNSP12xYQbDiGdpgWCJJSCsowe94IUaq487gvvpi35BXD1NiamJjYoV3DM3acqb49cvnHcbSanq8iim0MUWL33hDN6Cm3zXaWNxKNzrs4QxPWilnIoduxDUlnDmcqxbUQbYVFbK2bvkOad9GeFUqAtnBjkzuIxJAUbCwY7axXqWdjQKZShMd5u/C3u7sbwk6bycutQ5x/am6mgUEmgrA7xeRT1KhLWkwhSKGpEIWEnp4qSmp26diKNpLLX/PNF+luvLLI5u0ri6n7OfzwHZT65qDG1lLr3xMlBcPNhNnxFpql2QStMYxyGRdW6dQZj6HznYyGhp54GGE0aaEbEbcwQZmtzZREGxs4rwSpge51t2G656JzFYZMgaF6zB7FiNArkxpDIZpksymyuR7Rm3ep+Ir7hqy71ENDNfbsL5FzBQ9sqbNHf4G7N9XwHcmK/gLNWNNIDLsGTR6Pcswveww17IaJxsCv140DcPLyHm5eO8FII2b/2RV+tXaMO9eMkvcUJ+4xwFgz4W17z34R78grh+xZ8exkrl8vILIRW6161N453rfB0VO7UYvQuvsY30M2bICmrLWQE3WQkqS3RNIRoGohSDBKknYVibvyGFcRd1rtfZp30J60mv5E426aRMYpuu0KluSnNkuzwalx2cEoQXWOT6vb7oQddrnTG8BFRUFUmtLIWjevqAKtXk2SBwzU56aEXRo0pEVrlUi6EtKCJg00TiUi19WkI2gSJ9keAhkvH4wQ1s3Oae8q79jYJLsppyLpKoDroEuBFV6UQKQ2dskUcqQ9ZXTBt3O2nTnOBnd7JCWPVl+AzrvonEuafyqWLA0czJR7kwG0Iao4Nt4rkISltuuYa+NREr8di9JO8atdSAqCsNuQFAyNfkPUYagviWjOi4nLmniXJrI7RPopZlYLkQqEMshyTL4U4qmUheVRlhaG6PFrL+p9yMh4qdOszMVIRdoxlyBt4uiIiq8wXpEo1fxq1CX2ikyEKdUwxSiXiRgibdClfjAa2Zxgk87TTA19KmS2qNIVKEZbKeOtlHjJQYgkxHh5mondKf4HqyOG6jFD9QQjFf1OyEQr4eHhBmOtlDBJkQJOXNrFQNFhrJmy76yijUdpxSzsyOEpwc1rxxHA6jhPquFX6ye56I4nufrBLTy0tU5qDHesGeXOjTV68h5HLepiohWzerjGG/YYwHMkK0caXH33hhf7VmT8CZG5fr2QJHYX6imXEMBmCEpSu3MxIOpN0p6ydRdJNDofWJeEvGddTIxBtxc4TjUiDRybOrdtuRAG6540tWcCdi+PsMvHrSd2j4W224iZjtEQ4IPb0KS+IAxs4LnbMDR7JGEHqBiikrHWlAiMC6opCHtTjKtxSjH5fMjkliKkgqSk6Z89RqoljkrpDJpsqRVxhKaSy4LDMl4+CK3tfPXsxovGs+mp5aQNrHZG20kvpGwLKTb4Hm3dO9Oc206RDTJJ7KaR7XgVkPgjNnmC9qxrkapHpDmXpOCgsZbOVrc7vc+JEdaKqSKbDc+r66ey4kmBCq1CQXtPBcTLEJK2IoFY0jtvjFbssKRrmN6gxp1b5jIxWUB0hZyw7AGebHQwPz9Kp9tgY9gBQKezg65fGRl/ohhjQEiMl6MlfEZbKalOcIsVhiYjXj27yHAzsXEIsSbxywTaUHQd1Nh6VjsDuELQm3MIVt6CGViCEZJ6rCm4kr5oiNGoH69rMfm4zgLq1Lv6KHqK+XqIzd4AVzze5PCFnUCTQElSY9izr8Bw027i2Ig1fQXH/r+VMqvkU/QkY62U1y3qZHa8hZ8OF1jUmWe4EXP3mjFO2neQH9+/ibyn6C0HuEqyYbLFTx8Z4sD5dtPIdeNNcp5D3lXM6cpiJzP+78hcv14AMtNdxs4iG1s7j6xvM3YW2dh6ZZHdz4ydRTa2np3M9SsjIyMjIyMjIyMj4yVHJqhkZGRkZGRkZGRkZLzkyASVjIyMjIyMjIyMjIyXHJmgkpGRkZGRkZGRkZHxkiMTVDIyMjIyMjIyMjIyXnJk6YkzXjR+tmo3jsnHNHREXtqd3J9MakztAx8IQZ8q8ERcY7FbpKEj7osUgUjoUTFznOL0uW5qSn4ysYLZ/hhrWj00U5dfrV9EIYhoxQ61yRxUXWRT4C+s0thSQNUV/pjAmwStAAn+qEHFBpkAxqAimzJWhQZ/OET7itSXGClwWimyleJMtkjKwfTu43aXe2X32XCkTVMrBCQaobVNXRvZna3VeA1dtpuDyfEaxvcQjRYmjqGrQjo5/n96TzIyng29eZcX9Hw/aQS8yh/hrrCLkmzy2dVvZEFphF6vxm9HFrBqUw9GC169eA2PDvcxvrmEM+7gjQtkgt3lPjJ4VTtvk0CgIkOcE3h1g1tLkYnd7DYYbhGXPIwE7UnceoIz1iQt+BhH4ky2MK4izbmodqp5AFUN7aafxoBs6/e0hlTblNY5+/wScWqPr06+oH2UkfFy5PB//CVPrhyhd06Zkc12n6bDD5nPdb94nD32n8MDdz5JoRIgpCBNNCNrVvPqY1/N2lWjKEey/t57kY7H4PJd8XIO7zpqF+5YPcqiviK3PLqVvzxiMY8N1/nhbet49a69nLDbAOsmmmyYaDHeiHjTHrOItaHkKQaKLr2mxgZdYKDgIIANtQRjDBNhSlfOYUstZl7Fo+BKcvf9lHSf41lfjbn20a2cvucAnaJF7OaZDFP6Jp9gsmsXRpsJHYEiTA3NWDNQdPHH1mJyHWA0GykxSBWRtBjx+4m1YVPN7qm3sMNnYqL+4t2glwmZRSXjRWOxO0Zq9LSQ8nDU4J+HD2WeU6RLOlw6sWe7XpGabhGTsibuYW/fnxZSbmpKJnSTw3Oas3tu4YMdK3m82kuvV2PPgU0s7dzKa2evoqOjjuoMSYuaZjWAQCO03WImKkNchrho96ZIfLu5ntAQFe0UkbEhKdiNM4UBtxpjhEAmmqQjZ3crVwLtKoySyMZTixzt2+NMzrX7c9RDjOcga02M59oNQlMDSoGS6J4KdFUQYYzx3BfhzmRkPDd+0gie97HH51v0qQLXTexOiuRdc25lr+KTvLb4CDknZsmsrXhBzJZGiVbkIiKJ9g3NwZTawoT6HENUEoQVQVgSJDlodktUZFChRruCuKhQoSb1FTKygotMDEmgQEpEO0u/ztn5plqJVTKkBtlKSCoBCGE3AC0Hdr+rgg/GIKIYkRqrjBACNJjC8++PjIxXCmEzprplPWErYbe9BugZLLHX3A4GFnTy2/+5lagxges7DM7vpGewzFvecTibN1X5y1P3AKA5tplDTzyYUlcOnRi+/+s1lAKHg+Z3ctTu/Vz3yBDlwGHvJd0ct7yfezZP0plzGW9EnLrnID15lzVjDX65ZpQrHxri/rrPk5Mhm+sJI62U322cZN1ESF/BxVeC3oLLlnpCYELSfY5H1UeQwAnLermrLWh5jRE8JRjpWGKPyTt4SlJ0JfNUjS31hLBzPqQRvxp16fQV69IiRkg6aVD2JHt1u+zWk6Mea2qx/gM9mAGZRSXjRWRDWiSlTiAMdS3pVYa/6L4FKFKUAW8v3wdYgWRVAuM6x9tKY0zoJhWZ47ZWyuE5ALv51Ky28LJf5zqOL9/Dou6Ie6Myj4SDPF7swVGacWFIUwmpQMZ2Y0stIK5ogi2SVrdARuA0DSoWyLQtpOQlTt0gEoOMNXHFxUiBdn1UpBGxJM27CGMQxmBcidBWAytbMSJMprWuSGtl0WUr4BhHWkEFIEnBVXZXdN8FnW1zlPHS5/j8H7/J67GV+3ltAAQjwAgPRw0WFEZ4stFBd7lOqiVKaYxjELHAlFL8UkgcFWjOMoSxwB8RaAfyWwzaEUQlSeoK/EmNU4uIOn20J3HqKTLWiMQQdeUQ2uAON0jLPjrnIsME2YwRzYi0q2Dna+C0hREwUoIQ6GIONaER9SY4yiobpLSWl4yMP3H227WXZm0XlizqYutEi9FNNa66fT1JrJm/9x64vqI61sRzJGngcO+qUaqjTW54eIjaeIuFBx7JXbetY9aiLhq1kPpki99Mhuw5p8J4I+bm25/knsdHeNuhC4m1Yd/BCo04ZWl/CSnhkeE6i7vy3Hf/Jip5j98+OUHgSFaONHjN3Aq/eGSIjx+xmCfGWswqevzs8WEOnNuBGtuAKHSjC93MbU1igjJFVxI6Cunm6Rh+nGrXYrY2E8qewhHgi5QtokzgwGSYEgQ9LOvRKCnIu5Ix2UvFhSCqI+sjNMrzqPgKfPVi36aXPJlFJeNFY1e3zg+re/HvIwfxg4n9+WVzFlVjZedNSY1ZTpGh1JpF9/ICVnhNACrSCia9qjl9rtDEhCbmsbjOXrn1vNp3UQjuai6goT1SIwmchL7OKrrpYCJFUjQkeUM4KwYDaWAtLEZCkhM0uyRRQRAXJHFO0OpySD1Jq9vFaaTI2KBdSerZXceTnEI7Eu0rhLFuINpz7K7njkKEMQBJOUBECSJMrYUmThFaY3wX3VEADbqjgFFq2iqTkfFSIjYp1zdf2BfsMfl4+v+PxXWUMBRVSLff4I2z72egMIkQBpFP0B0J+Y4mjqPR+RTtGrRraHUbEBAXhHXvcgTas3M67vAxUpDkJHFZERcdkoKDU4tQjRidd63VxBHIVozOuehS0J6fVvBQozVkM0HnXbRnr9/kfIzvWQElTRFhZC0sGRl/4vzkZ4/huIrXLOnmyZUjhM2IVj0iKLiEzZjJkQalzhxrnhihq+Dx0I2/Yf3vbqQZpXTPKpImms6BEpvXjFPsCJi1qIvdlvZwxa/XcvXPHmPVb27gwN36WLW1xqrRBkO1kP+4ZTVfvfJ+Hh2u4yrJpmrIQYu6WTVUY6wRMd6K2TTZ4qbVY5y69yASWNwZ0BEoDpjdQdFTiPoYmynz4HCLlltipJVSizW5R24gt+UhjJcjTAybqzGlyXU8MRYyEgmMAU8JetJxiq1hPCUYa6Wsm4hItSHUAjWxEePlqWy8m0JzmLyIn7Uf/9TJLCovICcf+kVEuYQzWn/KjxlICx6qFgKgfRc1USfpKVk3gpzCqSfW9UAb6zYUp6SBY1+OQpD6yr58iwqjrFtS6rX9sAsCDMQlQavbEJcNJpdS6qtRHSriliKk0jiORkpNHDvsN3s9r+18jF39jXTIFtdOrmDQG+PY/CpGtaIi0xnxH2Npg05l4yhCE3NFdTbvLg9Nfz+U1vn8lsPJqZg3Vu6iJCP2nrf+WfvrpuYgB+VX8j+TK1joDxEbRcvYl/8sp8hl1W5uGj+Yj/b/grpxeLVvBZR7wpC9fZ/F7lNt9IVLaGKWugVis4WbmgU2J7M5o3wvG1OPteUeer0qvx1dwFApBCNIooCkmABglCHqTnGqksKTAqENRky5fwm0I3AbhqisSAKB0C5CG2TYdiEpOLi1ZIYmVfsOCEgrOVQtRBd8tKcQ2rqNyHoIUYrxXEzORY1UkdpgAhfRSpC1BsJ7zsMw4zly8iFfwJEeIjWIZojJ+dailfMwbbcg40i07yCjFIwhKXo49RjtKWSYoH2H1Fd2cexKhIG4IEkCgVdrux/lJGkAMoZWl0C7UNhkmFwg8PYdw3NShreUwYBbjDhi0Uo63CauSBmNC+xdXMf7Khun2/1g1CQvUhY+bR48V55MaqxN8hwctF0cB1bu0HGuUKRGEpoWvtjWPXEqruz5stQtAHBw6TF2dYdZk1S4dXQRg+VJNhhBMQiJEkUrcunorzK+qYyakHiTAhVC6oMwArDKh7hg74mMjY1H86zVQykwShKXXWRsUGGKU43QeQ/tKiSQ5hxkmIIBKgVkI7TW0Hpk486aIcZ3SUs5RKyR9T/eupTx0qRVr1IYfpRa3+7kGkPExX7c5hjohK1OF0pY7fn1q8c5bmER2RgD5WGkouUUCExIrAJWj0d0BIrxVoqSMNZMeHS4ztv36KWVGhJtiFKDNrCpFrFuosUbJ34Fyw/hjB89ye5zKnxC/ZbWq9+MkoI3fet3hM2YNNEEBY/jVsziqltWA/DE7ffwzj9/PUv6Slx+8yqGN1TRxqATjesr0tSw5eE7mbfva3BcxaJFXaxbP8HwhgmUo+iaVaRZixBCcOwh80m14cbbn+TuLxz3rP21dO9BdhkoEjiKQw+ZT5Rodhkocd1dGzjqoHnct36CjatGGXrsIQ7c71i6F+9OfXSYDRsmCQouRx66gAfXT9CqR8Rhik40G8eatBo2xuPVb3kTd68dpzbeJLffHG5+dCuP3L+FU49bykQrYd1Yk0Qb5nbkmN9T4MnRBm/aaxaPDNc5dH4ns4oOv14/yasGS+QcSd5TeFJAUKDfi4lSxbrJmPFWzNyKj160P+uSPEVPgoF9ugWpnE1fJJgIUwD68h6R040bNyiLiK2RZFlPQLG2kTSYTdi7lIkwxZvVTaIhSWo7b8C+QsjUtS8gRgkrpND2dW4vcESsMZ6DzlnXoKSnhDCgqi1kapCJRlXD9mJI2QWusgKI9iSqPQFkbDAC3KbGKNoLZkhzgqhs4yuMp1GFhFbLvsDn9o7x+sUP8w97XckevZsp5VvsWtzMXv56FJpemXBy+W4WeUPMcopsTotUteTm9rs2Nim3tHq4uQXDaR1fuJxcXMsTcY3htM59UYubmoPM9sdppi6XjRy0w/31nxsP4htbDuehyQFG0yKPtmZxR3MRT8Q1Ho4aAKyvd/CN4dfy8+qe/Odkz3S7/n18Nj+oVabP9euWxhcu94Qhj0T9pAjeVhrDFYIUwddm/5ZDio9yXN+DLOwdpVJqUpkzQb6zbZUxAuNp0pwhLllNLNgFT9glSApWKxsV7cJTRgYMGMcKMTIxtHq9aQuIiFNEW2aRUWqFFN/BuBLtKkSzrUVREqG1jUfJ+YhaA9EIEWmKyfmk5czXfWeT5lyrAU9S0q4iRgl0ISDuzIHTtpYV28HS7XgipxYhGxFGQFpwrRY+1SAF/kgL036yqtjOW6FtDFScF9PfaQdG9rRuh63QZe/eDSxftBHhGPafu57PzfoFf9d/D0uDTTgi5U3FmULE7l7ujxJSADwh6JKt5xRjct7W3bm5BY+Gg7RMQk23CM1MreB/jB7C78KIx+KZgaK/X+/ZOD7fYrFb5Mhcyin9v2NOYZw9+jcxpzTO+FiBKHJwnRRcjXEh9aDZa9AuNPoNUQnSnC2P85IkZ2NX3HqKP2GtokYJVKit4qERW5fOqSQYgEjsXAfsc1kKRDO2gfO+Qpfz6GJgFUuOFYCMEM/pOjNeHkwmknr/HvjSoIu9NBNNK+jk0biCpwS+I3hiLOSQeWVkY4x6rgc1sQFZH2HVeEQdHwfN7JKLErBLGTwpWD/RYm7FzsGcEnz/gSFGmimdgSJMND15j3vmHcWEW+HN+87mJ7eu5avqIIK7fsjq8YjNa8boKAe8Zrc+Dtylh5/8bgOTo00cV7H74a/mjseGufSmJwDo6Msze3EXy/eehZ9z6ejNs+y1r6Wzr8hr95/Nor4CtfEmadRkctMa1t3/GD2DZeYv6uLWh6yCMsjvWOzkaa+eywNrx9laC9kw2uSRlSPc8uhWDtytj1QbPCX55Bn7sN9xhwKwcNdeyr29VHrylIo+dz02TM53GN+0iV2X9rB8boXTDpjLQH+J2Yu7KPgOtfEmj9/2O6645iGu/6/rGF33BLc8uAWAvpJP3lO8YZdudukt0FX06cy57NZbpB6l/Oe9mwkcyWgrpRFrHhup05VzeDS3hCfqkkqgWFrSvKrPRQkB99/AQMHBlYKKLwllQISDNjC76DKv7CHrI3itCYa1j3ECevO2frUwyESk+cnKUUaaKeOtlE4a5EdXvdDD9BVHJqi8gMi2lG981y5YjbWIyGrDWkJKPknJt3WUwPiufQnCUy4+AtJAoZXEeNatKCq7tLpd4qLV5je7FHFREHUIonbwaFy2weG53gY9nVV6O2q8bs5j7N+9jtcUn6CufY7pfpDB4iQbww7qxuPgQNKlfJZ7eYK2+XGRM8HA0zw6XKHoU1Va2uXOsIufNAJ+2yrzmY1v4EtDh/JQOIvfVhdzy8gSciqm16tyT2vODvVXoiVlJ6TitXisMcC9E7O5pzqPe8JBzllzKrdOLuEv513PaFRgIskRyJjXBvC/tT14qDHIUvcpq87BgeThqMGIzlPXHoOqSmhielSBV/v2oXprfRdSBHMK43Tn6yRa0hgqIEKF8TUog1GGuGBoe6ARdtqYFe1YocVtGuK8jT+RkcFppDgNK0iqUCNSG59iBdQU1YgxrkJECaoe4Yw0cbdMovPuU/fcGLtQNoZkbg+mEGBcexNkK3mOozDjueKM1kk6clZL3owRiUY2QrytdpEtwwSnGraFEo+4M8A4krTkP+XioyF1JVoJkpJH6ktkYtrJGhRhSaJdQZqDZp+g1WtQMejeiDSvmdU5yZpaF19eeDWfOOB/eGvfHfQpa1V4R2mIfYtr2Zg8PwP4pqdp7G5uWYskWKvHdyb24t5wNouc0ed0zs1JhUX+Fv5jfA8unVzMqjhmQjf5+vhcftII+Lv+e3gi7mVjUuL2tsvjuqTGA9H2XaI2/QGtYk1b7cSAM8HepfUsyg/zZLWDQtmWS2HwSyFJXoME1RJEHQbtgXYBDW7DzjEVWaEx9SVG2O+0p+wz1xGkRQ/ttV0uhX2mC20wnkRG1nKmCz4oYZNptC3lJNqOm1oLESeINH1O/Znx8qAiI+4falBNwBleZbNDVTfQnbOa+NLa37Kn2YA20Mr3srmWkJZn0ajMoyNQxNogoga+Ehigqu2cPnxBBwfOKRFrqMWawxZ04bfdhu7YMMGrZhVYOdLgns11+oo+P/jQgfzNR7/IrbOP5ncbJ5i9sIucp1i5ucbaYfvcesfxuzIx0mDLunGSKGWXeR2kiSZsJihH8uS6cRq1iOqoVdYdvucAr1vayyMbq7i+w4I953HAcQfSMWsuYTPmNUu6+f+OX87QZLjD/dWIU974qjmsGqrxuROXc9QBcxnZVGVWR44o0ey/qItbVg6zqK9AJe/yDyfvwXFHLGKgLbS9dq9ZnHXoQuYsX8iWiRZ3PjjELl0Fnlg5DEAxcNh/eR+vPv61+DmHxa95Ff1LlzLQneeutWN867qV3LtunG/c8SQLOnLkPcXtT07gKms92bW3iBSCm9eMoY1ht94CSsDigqboKpqx4YFx2BxKXCmQi/dhcz1BCNjSSNhcj3liLCRwBL5I2dpIuKOaY02Sx1eCiUjbsZBoCkkVKeBNsw27dHrMUzVkWEXnO16w8flKJXP9egGxVpMAOdlEJhqjFCQapER7DkYK3HGb/lK0U186ky10ziUt+dZy0nb1Mo7AaIFRNnjTraXERUWr2wZ1q9DQ6hLEJYNbFYhUEA9EFNyEvkKN8VaOR6v9zM6P0zIukVFExmFFx5O0tMtv60t4IqrS50ySGsnmpMKr/fVUjcP/Vhcz1xvhK2MDLPKG2Jx0MM8dYU3Ug2ybCd7ccyebkw4Oya3nttpiRpp5wpLDE7UefjS6J+9e+uz9tW60k1rks6gyzMLcVsajHLdtnM9EHPDYpj5mLx7nR6P78ODWAQ7c5Qk6ZIOGjvh416MoIQGfTUmNvFRUdcrnNpzI5QtvhNwwkGdCN6fdUn7d0qxtdnN81728buARrp1cwY/DPXAGNdV6QC4X0aj7aGmIPEncIXFqEpFCXLGLH6FBK4ETGhq9DjI15IYhKlsXL288Ickr60IUJcRdedzhho0/cZUNnBeCpLuIbCWI1tO0y1JaN6O2FhdhBVk5MvHCDtKMbTCeizvWsDEJec9auzwHEVs3rzTvoRqRXZwCbjVqz1GJfFrGlikLWhpYd7G4IEk9MZ362lpEBUnekPqGqAwmkpRnVRksTPD67vu5o7mAee4IeRkSmnh6/O4brANgdVybYUV5emrvqSQTU/FdU/Sp/PQ8eW2QA6yyZGuaY3NYYa47yiVjB6GN4MKBZ++vq57YmycGepmXG+XdXbdyQ30pF2w+lhWl9fxmbDGvmf0EP2mUuWliOf86+zbAXsM8p8i87bxxft5wOSb/zJahR2PJfr6NYTkoeJQvD7+KY2c/zG9HFuB0aibDgL5KjY2xQzOvIJIQaOSEQ2LAmxBWgMzb2BUEBGOGNCeR8VP/Cg1CG9JAoRoJxpPEXdbl1anHGCVt1rAwsc/pkodsKZtAI02ns34ZR4HMYlReqRzgDrE2nEOzsJBeoFoYxDOGIK5iOmaRdsym1tCMNBPmlDyeqBYpCs2sHGxoaHL5IgrIOZKtjYSKr1gzHrJmvMlufUV20xsJC3O5d0udhR05Ttq1jyfGIyq+QyNO2TDS4MJfrGTvk9/Gx751B3PmddBV9Fi/uUpQ8JgT5Ogo+Ty8cZKO3gKb14xjjGHzeIvOrjyPbx5i9117iVoJe+3Wx70PbKHYkWPtcJ2bH9zCwcv7qORdNow0mKiGdM0qssu8DsJEU4sS3nvQAr7SenyH+updKwb47YYqRy3u4bu/W09fOeCo18zFU5JGlHLjfZvYY0EnSgquvf4J7lg5QkfJZ3i0wcRIg7HRBj/71RomR5uc9fplXP6btXziirs5cL/Z3HDTah4Z3UxQ7qV3boXeORXiMMH1HVatHsPLOSxd0MnaLTUW9RXZUo/oKXpsGG/RvaALTwlKnuLm1aOcvmIWzcSQcyRKCq5bE7JHv0Mj1kghGMhJZGOMJ/3ZzM5LRBqyIZIMFl0g4YnRkKKv2FQN2a03T48T88B4iu9Iip5kw2TEki573wEwGiMVslVlne7eOQP1FUQmqLyQtLWruuiDBtmyFhZdCpCx3W9jSotupMQo+/8056CaCUZY/3btWW1f3OWimpokZ/2rjQShISnYzDbaBwQkRUOa1yhPU8m1qMceyzqGeHisn1d1ruWW8aV0eXUOLT3Km4oreSQusMip8Q9bD4c8vCa3irVRD18fn0tBhvQ6VbplnaM6VvKrVsDewVoWORGBiBlJi6yPu/jX9Uewa2UL99TmUUs8il7E/WODbK0V2FGnh7DlMi5z3LJhKXd3zaG70MAYweZ6mVwuwhWaWzYsIu9HXLNpb/btWk/DPM4vxnfniMrDnFqcZKt2mCs090Y9HNz5OI/FdVwMC90iCsGnh/aky6lzUH4lryqv5k2FGpuShIdqszhm8BHunxhkOChyYN9qfrVlEdoIxqp5wuEcqW8wCkwuRW52rMbVs64iSQ5kJEh9gXYFTlODAJEa3MnICqkC6wqSaNK8R1LycceaiNRqfhECUW9iygXQGiEEYrwOroNxlR0jTjZFdzoSjOsgEo3xJCKM0G6OtCOHbMTg2ngjVY9Jcy7atRmfjBTtYOyYuORalzFPkAQSFdqsU0aCTKA+KHBaEJcMSVnj1CRxReMUY2ZXJji861HKqsVcZ5T1SRdH+03ujzRdqsY8p8he3lOuWb8LI/bzrXCSlx5PJjU6pDOdZOLpQgqAEpJZTpEHoyZfmdiNI0oPMZ7mua85j02tCr8TC1jf7MQRO5YmM+9HrJ7s4uGRPh6r9dHt1xkJC9zPHKQwPBLN4odb96bkhFw8McCxhccpScXdYYGSbE23fYoF7jhQmFH2uzBimaspyoBFTgLYYx6NJceU7+fG6m4c2fcIby7dy3+Ov5pAxtzgLGPjZJl6NcC0FPSG6CEfGQuaffZepDkorjWkLkQFRTCh8SbssxdhXW2datSOH3RIA4E7mZLmHUSkcRrthBhFD3ekbpVOYYLxHYxn5y05F6rVHRx8GS8ntBOQ+nnm0KKuCsiwRi3NoSQU3YBH5Sy6IsHsomLtZExqDJ4SdAaKx8Yj5pZdJsKUiq9oJpqSJ2mlmnKgmF326QwUD7UGmeNIJlsJ926u8oZduti6tUkjTrltzSi3PTTE2JYa3bNKbF0/QbMaUe7JoZRkcrTBvdWQY/efw//e+STdXXnqXTm8wGXD6lGOPHg+83vyjNQimrWIW29bjxSCqBmzct04u8zrYO1wnRXzOth3QSePbJyktxxw9NJe+gouN60e46GhGq/dtXeH+uvmtRMs7spz4+pRlvQV6c579BY8OnMu7pJuDlv61HkemDdOFCYcc+B8frtqhHPetR9f+PljXPdf17Pb4a/hn753L+8/dQ9WDdWothL22HeQDRuKHLRigPvXT9BfCejIu/z6zg1UevLUxlusmNfBcbsP8L071nPT/ZuZ3Vtgy0SLRd15NldDFnXlefMeA0SpoRal7N7t8Ys1EwzVI/738RZn7tHNygnN4xMJvflOZrmAkDxRl4SJpjy+mlF/Lg9trTG3EvDqwSKrxiOKHT7zK4aRZsoPH9nK+/fpp5pASURsoEJcS6n4RYq9SymPjO+cwfoKIlsFvYAYV1m/dSXsS8tzrNa1GWOmrCquFVBEO9uTPRDQhrjDWlVEom0sg4K0rEh9GwORuv8/e/8dZVl21vfDn733STeHyt1dndPknqgJmlEaZZAAEcQPDNhEC2MDr3ltWNi/ZZsXjMD8ZGOSAYEBmYwBCeUwmtFoJM1oNDM909M5VnXlWzffk/be7x/7dg1CGtR4SX5fyf2sVWt1Vzx16pxzn+f5JredlTmkk9apRMU4rLCaERVSjBXsLLXZU1hnf3GVl5ZOsKsx5NPxNg7461zOPW4JRtRkmfsrJ6mrAU/FOyirmIdah/id3R8kFD5L+Yhn04Cj8TyX4iZ9HTLSPsZKVkYVTp+c40xtCp0qao0B7bUy5BK/HjNRu7oAoyDMGSyXEFrQp8hwEFIqx4wyn+21DqHM0EbSGRSohTEnujM82Zqn4GXcP7vEmczy8cENvLJ0nJdGm1RkTGYlBwPXsH0irhHJjKJM+EDvJg5FSwBc0iEPNo/xkug8mbmbu+ce5ZWFFvdeuI6d9Tb7ahscDebotkqIvsJvudskrUGAICmAVVBctgynFcaDoCcxnhtYTMG74pjsLE3HNsVeP9sSZatR5uyKlcQUA6wUblPrqxe48cY4u9Nr9ZUtKZ32JMvdPVsIENaiBikizTGRh9CGrBah4hyZGbTvlgx+N8WECoTTOYwmgq2BVeaWtCqxEqw31qg0NHiWrKiRvmb7ZJv50iZ9HVGVI5oyZT5aQYkSR8KQK+jH364rjX5mNb5QfDrexlvKnx8wuKoHXMp9jiY7iI1PKy+TWcVfXbiJj0UH6cYht04v8sSleT4V7+WO/edphld33/pKs7zm9GGntGK9WKYZua+9r36GSGR004jVYYVeHpJZxWd7u9lTWOenJk8AoK0Zo6IvCOf/7u/YMSOeT4dcFxS/4HePxNNjSmeZxHgMTcB3bP8Un6ru5+KgwbELc5ihBwVDf5cg6Dg6mN9xJiRpxQ2VwUCgA4lVwv1dCwoVSFRq8EY5KhF4/Yy0FuBf0QqOMne9XEFAlURXIlQvdqL6yIPk2kvr12IJa7BBGdVeJKyXsV6ZmTyma911WQsVEzLh8iBwoYJCYMcGK/vqAX5/hY6aICDnict9bpgqMV/QCJFwqSNY7KZoa/lke0RmDBc3R/xhkrHeT0lyw1I7pjLWoqx2E0rlkE/+yV9RftmrxuJ3yY4DE7z/M5e4eOw8o93bqTQK7JmrkMYZG/2U46c2KNcjCuWAW6+bYphqtLG89oYZhplhd6PA45fatPoJ9+6boBx6fPzsBm+6boYH9zX5fz5+lh3N4t93mrZqezWiE+ccmCiyOcpY7MZMFgMWuwlPXdzk7r0TTJcCapHH73/P7fz8x85w/XQZYy3vOb7KdDXk8P138db7dvNHj57nw8+usKNZ4DOfXaQxU+aOG6b50CPnueWWOQJPcmKpRxB6eL6iMVNmqT3i7GqffpLTXhtgreVfvO4QT1xs0xmmfOzYKj/5ukOsD1NGmaYTR9Qij4udmLdcP4VMemyvVMmMpZGsIWJDuzBD2VdsDDPWm7vxtOHBvU2KvsCTgmGmKSRtdFBnd5jwj26eRfWWaSQDdGWaVCtmSx6DzHChmyKvRRB8ybr2NP0yljAGKzzHW8+0s6CNXWqx27Y6ipBVrnlR2pKXfGSqXQZHbjGeJK15RBsZ1hPoMc86KwqSpgsTQ7pGOZ3MHOWollCOUm6YWsaXmqY/ILOKH20epW8zQqGY8rrsGm/ni7LAU0nCbn+d63z467zKtLfBq5rP829X76SVlji6McfuWouaPyI3iouDBiu9MsNBhDW4nxtmVOp9hqnvEAIL2TBgTV9dc50sFZG5wNRzsG5w2dto8cy5HWxcaHDczkM1Q64FnOiF3LrvIo3Qiew/OtzBpaxJZjwyK/mz3i4+tnmYP9j9EH0T83QaUJdDfnLiGE+lOX8Uv4S3lNcBxW4v5a5wFSjyo5OP0ZARC3nOznqbqh9T9WPu236OhUadtWGJ5QsTRJc9sBBPgkwh6Lm/gcihtGGcfiEQqJQXmti+276awIXM6chztsW5QWQaXQqQ4828HGZOuB15eCsdCHys74G8Jsr9ilc+vqmkQ7+sUthQIfupc+kbpk5HZCxWOmqmSA0iEuiCs6zWkSCp+URtzWDGacyyslskDLZZikuOeiQyAaUcz9dUyiPq4Ygfnf4IdWk4mja4rIvc51+ddNAX7j57sOhc7j4xOEgnLzAddNkVrNPWJYYm4ORwlvP9JmuDMp4yKGk4OLHGWlImDHOCQPPM5W1crta+xE90tbRaxw49gkZMvxexr7lOLYh5fHmeJ1d20GkXqdRGaCMxVnAs2kbJS5j0nW6sZ1Iya5nzynTMiA8MZ/nW8hdSHGuywGWGX/QYrujOACb9PrcULuALzWyjw1q1yv9Ut3JqY4rehRq6bMhzh1Kr1KHSAH7PIjPn5KcyCzgKmMxf+FvL1CBGGbJ8xXDBYJX4vCR7rHVucFI65z5PkYtrGpWvyTI5IosxpQlyY2mlhnYsOVgcYv0ys/ElZDpgYuowATmtVLCTFivxJM1I0Y2mGA5zer7H3kaRxxY6dKbKdGLF7nrI0dU+b9oGy9Uqy4OUe3bUaMU55UBxtjXiD/7iOZL+Jvd+z/3saBb5w4+cYfbGe9i1q051ssiw63RbWhv+00+8np/6tU8BcDLJufnAJEoKvv7+3Xzd4Wl+74lL3LKjzmo/YXst4gPPrRB4koutiHt2N/jQ8VV21grE2nDddJnFbsz59ojvu3sXx9evbqmxOcqYq4SUAsUNU0V+76kl7jtc49TGiBPLXa6fKhNrwy9//CwHZiv8wD27kQIubAwYpZqzqwOq1YgTy11u2FVHG8tCa8TXvWIfnzu/ybPnN4lKAdo4atuxR55m/x3Xs7HUI0ty/senT9BdOMm93/pmfuDN17PaS/jP7z/BdLPIXD1CSUGkJCdW+xyaLvOR0+u87e551ocZw8wwMVxjUC6z2E2pTTawKiAeuXt7XyOik2gqgcRX7nU6uvQke6ZvwXoSJUB1lxlV9jAKpqmUFYFN2S0zTnYtB4spk17COtdCnb9UXRtUvowlcoMtqS2DGFMouBc3YxCJRuWGvB655GIhxhQSxja3mmQidNa1niBp+O4F00JSc0418opuswhZ2YIEEWiiMKMSJTy1vJ1X7jzJbNjhpmiBoc14PJngjcWYvV6fUBTpmpgiAQPro5EkdsiGLvNgcYGnRztppSWObc4wWRzgCUPVi1lPy1zaqJMMxs5H0lKf6yKlIck8essVRC6wyuIXU7Lh1Xnq2sASbCroBcgURvOSZ5Z24w0kJnC0K+kZ8mZGcDngc6M9CCOwvuFocxtRkHHH7CW+/+I/ohSk/NCuj/PPFl9CKDM8afj5mafIrOa/b9zHbeULfDYBKTICPKaV2zpvaMGTSZGKFPz+vj/nF9bvxpeaV1We45eGr2WiMKR6IOGkmkO1PcKWoLhiyYuCeEIQtu0WbURqiw6daNrvaeLJCKEthct98nqETLTLTgkVuhwiE2dLrUNHGRGZdjqWYgTZ2LL6mnvQV7xsqLB2jICKsUubFOiqux/RkqQZOmevxCEnMtdYI9G+Wyx4Q4P0rBPMBw4BzcpOtyJzh6akDYNoppTKMb7S3DC5zM7CJu9s3ced5bPjZv3q/U2eSWNuDiIUglVd4cxwiu1RGzO2FVtK6zy8tp/WoMhkeUA1ck3MzvImp9pTtIcFBislRCmnUEpYWru6QUV5BhNLspUCtmC40GnQWq6BFhC4KaBWiJks9Pncc3tY7ZSxVvDxaD9/Wh4wEQ14ZfM4D28eZCbs8h9mPsVCnlISEinEFoXttzuzfGf1S9uc/3jzLH/er3IkvMy+qMzfDAfcVL3MKyZO8Gel27i40sT0IrwRpFXLxk2CoCsIW5a0LPFHhqwo8HFDjA48/F6OijUY6/JVLBhPOu1h4CFzA2k+pgBKMO73tmr8b3ttUPlarM1MUQMSr0imDbPZKlF5hg2tGPVzyqXtpJGl002ZKXkUfIHsdqAyyUIvw5OCHZWAMB9SrBf5i+eGFHzFjkrEqY0hSW54blTmzGYXJQTHVvuUQ4/T6wNWuzE7DkzwHfffzq/8xXPM7ayjtaHSLHDDjhp/+r4TKE8yO1MBoJfm3P/AbhY3R3zbXfP8/sPnyJKcV9+xgzOtIbfsqDNdCij6ir3NAuHNcwD89TNLfMIYfuje3Xzk7AZfd3CKj55r8ep9DXY3CkwVPXZUr+41PvRcjkmsDT//kUtMV0OSsYHQG66fITOG1X7C8saQ77hrnicWO0gBc/UCexpF7tiVoaRAG0fNWtgc8chjFzn9/CpCCm65ZY5RvcC33znPn39ukftedye37W7w5PlNllb7NGbKtGemOfapkyRJjtaGf/G6Q/zBpy6S5obN1pCjqz2ePL/J0xfb3L1/gmNrQ959dImlXpOdtSn0mMa5UCyxvQLDzDBb8rjcz5ksKqq6z5lhxH7VIdtxM+sdTbUeUdy8QDa1n0JuqXYuYIcCW6gThzWmS8YZ7qQD/OyaYc6XqmuDypezckfbQghEmmMzTTpZwuunmIqjgXmdBF30sZ5y6eX5FVTFbIWKBX2NDiRqpBHGwSdpVWAVJE2LlRC0JZmF6nSPQ5OrfNPUZ/nNSw/wTyY+wZ+076ReHDKpShz211nI4WxeRtHnVF4mTnw+0ruBW4sXeCCC76ye5HTms5pWGOQBv3X4D/jltVeynpT4yMJBRklA0iqAsqhShkkVUZDRG0WEfgaBQQ48ZCKxvRJBenWnq3TeQ2Zj3U0EMpZYaZGpwBsK8oIl3wxRQ4dAeX1FXtGI0BCvF9B1yUdPHWRuskMzGrChy1wcNthZ3KTq9fjd7jSRyNhbWOObyxcpywhQY8vUkPcO9pBaj7oacE/U5lymuLl4idPJDMfi7QD005BuHFKZ6jMoRJh+geGM+1sU1iwYl9EQ9AzGAwSoxFlOy9yJrfv7qvjd3KFhnnS0oHEeB9Zu5eZIaxH9BBP6TsxtDMTXGp7/HSUy7bJQir4bLpIcMV4seJsjVOoGe2EhL6qtecKEEm9oyIsS7YOVgqBvMZ7TlFkBQVvQvyFBegabSyI/58FtJ3hV9TleVdD8Ua/Bt5Y7n0eHerFa1YMtN7ArupXLWhMbn9/Z+Qh/3q/yyd5+FpM6FwdNLm/WUMqwuFnj4NQaM4Uui8M6zcKQ0Ms5t1TGxophWkDEV4eEeicd7UNoiGegtVgHaRG5QPY9rAcLsskCTUQqSQYBQlryIGdjUCQ3kj8e3UEtGNFVBT4WV3msf4A31Z7kct7g+mCFg36J76xe+qIZLUOTkth8K9sJ4C3lLutasK4HnE12EcmME8NZ7pi4SCA1pza3I7Xcshm2EvKiQGbOelhoUCP3DLZXrMmLHiK3yGycat+MCHsJJgy26LwiybBRgOwnmGIIxRDZ7oO6Ruf4WqyRtmByhpnh6OqA66emmV16Ct3YTiuYYnL5KZ4qXk/Rdy5g3dQQTB1kOu1zQgdsr/ic76RsjiyNQspUOSTJDa044+BkkZ1Fy2890yLVhmcXOpxe7BJEHsNeQndjSLEa8snTG3TXe8TDjG17Ghx/7Ch/mWpuumWO85faBJ6k34751b86RlT0OfXYE1w8cZjpHVXCgk+aGx6/uMl0NeLWuSr/7bHzXJ6tsLNeINeWn33DYb7/j57m4ckyk8WAC+2Yx85s8Mo9TZ5e7jl9iRS8uvaFlM2/WzMln1acM+kFXLetynccmSMf60Emiz4TRZ9a5PP9r9zHgYkiG8MOL9lRZ6mX8MGTa9y0rcql9oivOzxNpASxthzZXuP3HrvA2162l06S8+sfPsUvve84vdaIe27bxsPH1xj0Ey6fXuOVDx4k3D/BcxeqGGP59P/4ff6r+m6MsexoFnjZkW18/MQaE+WAC+tDNvopm9WMH37pHuqRxy8+dIYjO+vsrhdY6KXsKFrKgSJUgoIvEICJqhzqHCef2A1Ccp1c4VR3igPKo58Zyr7ERBXsMx9FHr6bICig/AChU9TmIray8yt+3X6111edPfGv/uqvsmfPHqIo4vbbb+eRRx75ez//4x//OLfffjtRFLF3715+/dd//fM+/pu/+Zvcf//9NBoNGo0GDz74IJ/5zGf+l47NlB0dwKX4aMdbHtvLmrFbjB77j6tB5jbs2uB303HTCnlBkpYVSU3Smw8YTHvOYtMCBvKCRc8kqBs7NPe3eOWOk1xXXiazHq+YOsnxdJbvb36SuyPXdOzzndPEPaHm8WSaoQnpmQL3lU/iC81TScK/WX6AX115JZdGDaSw/JtLb+LTyzt55vI24tQnXi8gEolIJWKhgLcUsH50mmE3ItcK0VfITDj3MeNE5ldT0cbYaUeD3wevJ/CGEm/oQvFkDnIkMIETIIv5IdHkiFrDwc7ZwMf0fYapT9HLMFbSGhV5oHachbjBny3fzuP9PRRlyolsbFxgDS0d0TEjDgTL3F84zW5/ncfiOrH1eG1xkZ+ePM5rSyeYCAe0hgUmSkN21DqYWBHPp64BHfd0XuKEuTp03He/r5GZIa366NBl4fh9jdTWiejHELFIMkc1EgLVSwgW227I1cYhKTgXOVv8Qo3CtfrylhwPh3LorIntmJ6ZNQuI1KBLITJxNtTOhU+QR4r+tpC8IMmLkrQsiJuStCa2lgomABNYBvOGUi1m77Z1rt99mftnz/C62jPcFrhN3by/AfAlhxSAmgxY1+76/1Ss+VSs+ejgIEMT8t862/hg+wYeXtrPwrDO0UvbSAYBSewzahV4+sROPvj0jZxamaLsJZxfngALxfM+atPH614l5azH+LqGaEURrCtUV1FYVAQdSbQioeuBtNjQ0Jzscce+C+xqbLK5XmG5XaWXhGwmRfYU1nljMWYprnGjbzkRz/GB/vU8GhuG5otnrhRl8HlDypWaVCUmVYkpr8ujrX3MBl1eXn2ezbiANzUiqxvSpkZmgmjD4g0twcAl2asxBUwXnNYsLyunXZGAtRjfBfMm28qYUDlUJXWaJplkmHLo/i8lplLClAtXdS6v1VdXzadLLlU8lBhrmRQj8tnDXKRJM9tgsOM2Dk9EzJQ8zrZTLnYSLnRTfuQDCxxb7XOunTrnrm6CtfDyPQ0e3NvAGMu5zRH/8gPnObXS4+xqnwcOTHLDrjqH5yoYbQgKPt/z6oOkuWF2zwTVRoETn36OsNwgLPgoKbjrhhnOX2pTmyzyDS/fy/c8uJ8jr3spR27bhlSSV98yx45GAW0sw1QTeZK902VeuqvBZDEg9CQnNob84/t2s69Z4I5tVY6u9njzzXN0E83XH5zgzm1l9jau7vruJJokN+yo+Nyxo8ZUwaMSKl6+u8beRsTB5DwTBcV0KWCq6HHrXJU/+Nwi2lp+6O55tlcjLqwP8KXgzOaIb/9/HkEKuHlnncliwGNnN7hxd4Mbdzdor3Z55NOX6GwOGXQTZvdMcOzMBieWerz8plnWFjpsv+P1nH9uiWE34dEnL1OJPN508xy1os/q5S4T5YADEyXef3KN951aZ+90mQd2NblzW4W7Z3zauUdrpPnkQp9GqCh4knOdlOXaAYYiJDEC60VsL/u8Z71EPzUMMoMpNli65RuR6YCFocCPO1gvwlSmyOW1VOcvVV9ViMof//Ef86M/+qP86q/+Kvfddx+/8Ru/wetf/3qOHTvGzp1fOJWeO3eON7zhDXz/938/f/AHf8Cjjz7K2972NqampnjLW94CwEMPPcS3f/u3c++99xJFEW9/+9t5zWtew3PPPcf27dv/QcdnQg/j+c7QKc1Q/QRdchehzIzTKShJWg/wYu3cgso+SIEOJaOmIhgYvMSAkKQlQdIQ6MihDqM5jZpI8HzNdLVPIDUNf8hqWsEXk8z4HZqqT0kK+iamLCOGJuXJdJJbgnUuZztpen1OxnPU1IjHu7t4Q/MoT67P4yvNSqfCaLNAZapPKUzZNbvM0xd3uIbDN6iR20jq0GJ9i78YEC8GlNoCv2/HrmQvBNp9ybKgYteUZyWxNTbr0A0qhRVBVnE6HetZ0ryAyUFuSIrjheVwT0bgaU5uTnGu20QAf7l2G7mVzEQ9+jrk8e4ePtvbxT+e/AS/dPk13FBZ4uaJpziebOOVxdNcF/h0TJt1rQnHUfAZgmYw4K17n+TZ3jZaSRHhWYJiSlb1EQZ6e6CwIlEjS1YUpCWFP5SozOKNXK7NaMrHHxowFm8swjaRAhE6VGVMGcFaVHsIV6gjgecEu1fsiq/VV648ZzFriv4W1c7R8gBj0OWArOgRdDOsAG+QY5Ug6Lm/TdxwA4oaWcKupb/DJdLnJYPQAm96xGR5QKhyDlVWKHsJ1/sDzuY+uxhwX/T3byavpLw/NJLMewnv7t/IjzbO89edW9nISlwaNDh+cZbDO5fZXW7xrbs/y18t3OIomhM9ur0imLG+LTBkKwUe2zxAYcEb38/gDwQ6ujoUQCVuuSBT5/WQVUBmgrxkkZkg6INdU9gNRTyX01qq0Vqq4bU8wkSgfZ/WbsX0tj4LSYN/tvgSCirjrwczNLwBu/01PjE4BKUTzFvnevbQSLLN631R4f3frW3+Jt859xin41meGOylFKTIqmVlECCUJdlhQPh4Ayeo9/vjIN2ho90K7TKR8qJE5hJhNSZSqFGO33bBvFZAXo2Q4/wUq+RWyKMcxojCNcrm12LJ3hqqXaZX3ckwM6zbEjO9C+xo7kR0Yi50UlJtOJKdZqZxHalRzMkh//drDjARKdAp/+Zjl9kzWWZn1eeRi1327KkRepLIk9yz11nVduKczFj2Tpf5689cojlRYjjK+IV3Pk65UWByW5VzRy9Tm9lOY6bExnKf216xF4CNXQ1ee8MMZzeG1EKfqUrIjmaB77hrnm6S8/LdDZ6uFzizOeQjZzeYKgX4UvLHT15kR7PIfbub3D1fJdWWdpyzs1bgltkyTy/3eeJyh5ftbnC5l7JvqvIlz1ez4DFV9AmU4GU7q7RiTTMUrMUGJWA4eRBSzX3zVd51dIWX727yTTfOEucGa6ESKH74pXtIteVTF9v802+8kc04ozNM+fOjl9nop/yLl+3jJ//yWQqVAmmi0bnlhsNTrHUT0kxz+rPn8JXk+ptm2Ttd4hPPLDPoJkxur7LRT3j1gUlCTzJdjVhoDTG7m+ybKHF+c8h0OeRMa0hr5DNV8tkVxqRhyI5qiVasCZXg0OA4y+ENAIxyiyhMUGxf4A07JthEMsota0NDL80pNA6SjnJMWEKkQ0SeIK7NKV+yvqoGlV/6pV/ie7/3e/m+7/s+AN7xjnfwgQ98gF/7tV/j537u577g83/913+dnTt38o53vAOA6667jieeeIJf/MVf3BpU3vWud33e1/zmb/4mf/Znf8ZHPvIRvuu7vusfdHyqm+BJSzpdIojH27VAIYVA6DEnURtUavBbI/JqtBUMaXy3kc8jl4qsEosOBdYDb+Q47mooyUse9eqQg7VV6v6In5g4ymNxiBSGli7zqkKCEi+8mBdlwIHxxnZ3sI4vcv707K1MV/p8//zDbPc26cYh1SghHgTIKGc0DKlECSfWpmE9xIsFXiycfXJgCbrShaj1XZNjPNe09HdZ1EigrjIPyhtZUs9Z/HoxqBVBWgM1cr+zSi3Fs5bhlCRpCKJVQVZz2hUVj8PcBGz2ihSjlLVLDeRI0t3jjj/OPPbUW0Qqp5UUiSd8cjPm7+uU76le5l293VzS60xJy3XBC7auB/0Sb5t4hNhKLsRNAGZm2qy1quiqRqQSpCUvuBBOcC5gVkIeCaJ1TVrzkLlFpgYTSvKyjw4V4drQZTIUxmm3mQYvAu3yGMTIcedEkiO4Nqh8pUsXfZS2qFYfpRTZlLsO8kpAXnBDjA4kmXFGGcaXxJP+eNsOacU1t1YK4ub4PglB5oK8YvCExVeaOxsXeEXlGFWRjLf/cMV29++rfePclL/YvJ0bS4v8aOM8AMe6c+wstegkEXMzbTbjAgerOe9dupHFs5OITNJejjBFNzD5LUlWF/gdiQlAFyzRqmCw0xC0Jd7g6pprb2DJC2PHQR+8wVif1hfIxDmcqRiX/9Ry0KOO7At6nYpFCcvlbhVjBadXJtG54pmpbUwW+hS9jDtq59nQZRbzBjvHQvu2ubpX9AcigA7nwkU+Hc/TbUY8295Gq5ghlcFoSdpUDg0rQdABP7HoAIYzitKyM1eQmcvCscLHi/WWRgUhsEq6MFbp3B51yUfGGSbykGmIGL14gOW1+uqthamb2V5tEL7nl3jD1/0wl0YuD2MtETzdrjLM+gwzzd7DN/DUQo/b58qcGES0RjFqosDR1YSX7ZvkwESRRy52mauEdFPDcj9BG8vDp9bRxnJxbUCzElIIFMViQK+fMOgmbN8/QakccubZFQZrl5jdc4TNlQG1iSIffnaFl+yf4PC2Kh9+fpXFjSGfOLHGPQcmuWVblcVugrGWD51psb0a0o9z7tvd5EAzIs4t333nTp5e6RIpSdmXfODiJo2CTy302Bxp9jWL7GkUqQaKpHB1AvBACcq+JIg7HB2ELPUS7txeoRYqcmO52E359U+e50deuodX7GmiDeyqBbTGlOczrSEHJkqUAskr903QSzUbw5QfuX8PSW554nKHT17apFYKSGbKVKoRKwsd9k6XefjDx+ivnGfX7Xdy+cImL3vJPDfMVfm93/kIKoxQ3k4eT3Iee3aF3uaIe+/cwVQ14q+OrXDf7gZnNixSwLMrPQ5NlZktB2ByZkWGVjW+9b8+xp/+yD3k0wchd+iREoJCf4mFcDtTgUdDxwxUSG2sgwQ4tjagFlZJdUC9uQ9v4/JX7Hr9WqmvmkElTVM++9nP8q//9b/+vPe/5jWv4ZOf/OQX/ZrHHnuM17zmNZ/3vte+9rX89m//NlmW4ftfhP88HJJlGc1m80WPJUkSkuSFbrzbddagpuSTFYp4/QxTDMhLvnN40gYrhbM5HetQsmYBo1yTbpVEj0W4XuK2e6NJ90JpPMFo2mADi4001aYTxc5Hm/hCEwqflxcMC3mfoQm5mA8/LxDuTNbnPb2bWcmqzPhd9ofLBJ5GCcN/PvsqAqVJEp/L7SL0PUykMcpyeamB2vAJupK0YbApqJFDS7KKIWhJZP4C+mF8KKw69CPoXN1mNi8I/CEEPYM/dKhEVpJ4I8ch176gu0vgDcAfOIctXRjzywu4nBItSPsBWkvnqDSZ4EmDNpIDzXWOLs8hpWVfc4M/a93JbKGHQfDu/o3sDVY5GKxwd6R4OC5y3d85vinlUZYRvjC8cfIZJmb6/MHqPTx69AB4Fr8l0aHbLkct0BGAQ8CGMwFBVxN0c7KShzfUyERjhSCrRcjU5eqY0HOWxEmGKfrImK0cGht6kHxx+su1+ofXi923AjAFH5VpF/hoLHklcGJqC8YXELpBRBckXl+jEsNwSrktvA9h25JVBGnV3Q+jHTmimBOVUmqlEVNRnz3hKlNySEUavpjt8N+tVT2gZ+zWoAJQkgk/vXoT3TyiFRe53K/SG0bUSiM8afjopQP0WiXUSGImU2gFYEAkgqxqiVaUoy76bqkgNVTOuuFd5ld332YVR20LNy3BmAbW2+lojiaAaN0y2CbwBxBuCozPFl0yK7lFR1z1EeURp5enyAY+hXrMvto6ifY4XF7m4Y0DLJYb3F0+w7t6E9wZXaRn/mHuOAZ4fekyb61s8tfV4/y/Vr4VKS1JK4TQoKXFG3rkRUs86cJdg45LsLfSLUqsEkjtHMDwJNY6PZMwFpGNjTEKPn5rhOyNQAhMwQd9zcnnq7le7FkxqzLKSQv50m8klx47ZYfV4g5KnuTmGedg9emFDrmx7KhG1AJJNQj4WDcm9ASRJzkwUWCxmzJddq6Pv/XEIofGrlrT1YgdjQInzrWYm6+x0U8JPEkWejRnHDoCEByZ44nWMn7o4QWSPbvqrG6O+LMPnOS2W7exo1nk4kqf/durHJ4p0yj4DDPNMDOcbw053xpy/54mnTjjVAs6ccZMKeTY5S737WxggTcfmuAzi32kFFQCST1SlJVB9VdQ5ZmrOo/dxPC5pT53bq8QqJz7d1YxwGIvI/IEh/MF/tUr9uFLgSfhbDthsqhIcouW8MYDTXqp4a9OrPHWG6ZZGebsbxZ4z4k19jWLTBYDhpmmO8oICz7ffOcOfm25xyjNCcsVdt14P7tmK1Qij888t8L7P3yGuLvGaOMyflRmY0Fz4937yRLNVDVirRvTHmZ83XXT1MbDWJIbFrsx/TTnWw5W+cxqxkFl+JN/dg+5tjy2qrl71uOptYxGwSOpzLEtG2KRrOc+E36G6m/QLswQSMHr9zXwB2tkpSn6mcGEXxqZ+j+9vmoGlfX1dbTWzMx8/g0yMzPD8vLyF/2a5eXlL/r5eZ6zvr7O3NzcF3zNv/7X/5rt27fz4IMPvuix/NzP/Rz/7t/9uy94v+oleO0MW4qwYytimZuxPkVjAkVWUM7lKweVGTLp6BfCgj80ZEXXNKjEkpcEad1gKmNBtYDhMCQcZ4wU5Quq9R1emYpsUxaOuz00KU+kAW09jUZgrGDG73AimUMIi7aSOPPItCJbLSBytyH11n2yiZxowXeoRQDRmsQbuC1xecENUV7MVrNifEFhw20adcAWBeJLlnDNkdBsIUqly5asJPAHrgH0ho4SJhMotAxCS9I6BF3IShCueGQVg84kspFic0mau9/rM6f2EJZS6qUBJ1an6TVCpgp9JJZzwwleOXecm4OIc1mftp6Gv2WF+t862/iBmtt0PFh/jqJIeGxwgIV+nW27NlDCcunSBMGKT14ELxbO+Uy6DI28IJx4V7rfMauOAyD/Vi+oy+FWCrbX14jQDbYmCtDVANW9SleCa3VV9WL3rcgMKo4hzdATpbH9tyCt+vjDHGGd6NoEEr+nx4GfzrHPeE6XlTRcCOgVSpQoaIqVhFpxxFRhwFpcZru/yTZP4F8FigIQW8vRdJbdXpen0hxjJU8NdrI4qgNw6eIkInTPhpV2hCzkyMsRSrp7Ry2FhJtuuJKpQzUQDq30hoKgawl67n7T4dVTlbyhu2f9obuY81AQdhyyqkOn91CpQOaAcENc2ILBPBQvC0cV63lsehW8KKM50yVOfQoq43yvydHVOW6dXWCkA3714svZXmpzsjjLDYUFYrvJfdGLc0uvZMuAQ6LW9YCHRpL/uXE7d+66wF31c3x47TqeO70dcMcYN93AJsaBullJji2KXZaVUQIhQFcUQScnr/nOFUwIyM34Ge9hm2VEbpC9GO1do359NdeLPSvaNkR7VSbtJmuJYCqq0Olr4twSeYJtBZ9v2ylIPcmBRsBGrMmMpRvndBLN8fUBcW44utLjhukyL9secWKiRK4tp5Z7fPb4Gm99+V7aq0OeK3cIfMXKQofN5U16S2eYPngLfqR448v2cmnvbu67foZnyiH1os/rbpzlo8dXuf/gJIvtmH/0wB4iT+JLya56RCfJaRQEzYLPbdsqpNry6MVN+qlmZy1ituLzg/fs4sT6kGpQYX2YcdNMkeV+zi6zSoc5nlrL0LbGJJqp6pc+j3sqgpJfpuZDrRGwNMhpx5qZksfDFzrsrMWMckOz7LMx0kSeoipS1qRkT1WRA2c2Y2bLIZ9a7CGFO/5HT67z0lcfYJgZ3n10iW+6YwfztYiZUsjP/6PbOLE+YGZnDZ0bPv2pS+y6bopea0R36TzXvfxlDLoJu/dNMMo0oyQnKvnctbPOxjBjvuayX979ucskSc43vmSeV+2dIPIEq4mgUYCNUc6+Qs752KcSKJZj2NMIsRYGmWFj5DElYGOkmdI9TFRjlFkqRcmFbsb2yhSFpWcIohrLov5lv36/1uqrTkwv/k4TbK39gvd9qc//Yu8HePvb384f/uEf8hd/8RdEUfQFH79SP/mTP0mn09l6u3TJWWia0Ec3y1hPokPlAv6kQORuI2elszYNNhNkbkgrPsK6RsF4kFQlOoLRlGA0I4ibLnHeryTgGcJKwmSjx2umj/ETzTPcFH2+defl3KKEpGNGfNe5N/B/n3kzz8fbebo7jy80271N/ujc7WS54uzSJKMkYH29gkydEF7FAjUSlE/6eCOHEMjUvUWb1g0lnkBlUF4wBG2LP4DimsH4gqCTE3YMKr26zWztTErQNfgDQ9DV+END2DVULucuEV6A37dELYMXW/JQEG0aqucMYdtpQIKOo9h4bYV/NkKu+wxWS/RXS4i2T3K5hACUMpT8lLPtCTIraSUlfvrCN/BobPjQ8CBHwlXANToAbyidBJz4/htKfQySzbzIgdoauyqbHJlY4I23HCWdyt25CsfZNlXwYtewJlWJDl3GRh5K8oLLU5HajPUPFjXKUb3E2ROPHBKHcnoCGyq3nb1WX5Z6sfvW+tI5rYUBMsmRI2eAIbXLNbJSuEyjUJBWPZK6szEWGrIrmm47RgyqluE2i/QN+yfWCZSm6KXc1rzEHWGfmixQ/HvEk59JMn55cxePxobLeYF5r4USkp86+018bmM7T2zsxCB4fn0GpIWODz0fkUqC0wVk4swsgo4gbAvCTUu44QTwaiQI2s7EIuja8XXrqJr+wN1nV1PlpZzyUo5KDFhL2NWo2OIPrFtueM7CO2oZwpYTrasEqqfd/SwzKCxL1EpAvlagtVgnvlDhg6cOc3G5SX+9xCdOHOCpje14wrAjavPJ9b2sZHWOJ9v42fVDDM0XH+KvDClXalKVqMsR15cv89bpT3MgXOYHtn+c+lQfUdSMtuXogiWP3N/P+JDUBFlBOEqncEGQeVHhdzUyNQSdDF1wP0eMNWZqkI7NMCwiTrjG2Pzqrhd7VvhK0DQ9TKHGjO2SigCBQApItUUAo6jJe0+1+MSlHqPMkGvLfTtrbAxzHtjVYH+zwJsOTXFwoshaqpithBxd6qKk4Lq9Tc6u9tl1aJIn3/NBRqMMz1csPfUR+ivnGWy26G30SXNNPMh45mKbb75jB8+cWufx8y3u3NvknvkG33fHDoaZ5pnFDuVAcaEdU/QVc5WQONckuSXJDW84MMktsxUOTxawFoq+5OW7axR8wZNLXQqepOhLNqI5Em252BnRSXJ2F6/OjXI5hlm6pFZyup1SCSQXOyM+cbHDrXMVTFhhZ1khBczIAYcKMQuxR6gkIyPwsyF76iGv3VtnvuYsnA80I37iVQeoRx4TBZ/vvGOe7zsyja/c997bKLC3WWSyWeQ7X76PX3zb3eSpRnmSmx+8i6mpMpPbquydLnHm6SWOP/YsaZLzp08u8sefuUTkSX7l42e5Y2+TV9w0ixKCX3n0HH98dJnLvZTJgsdnFjpsmJDMWNaHKbm21FTOxHCRzy712V72qXiwq+pz3lRZygOmiorVoWavXSWIO9hhH3PiMxSSza/glfy1UV81g8rk5CRKqS9AT1ZXV78ANblSs7OzX/TzPc9jYmLi897/i7/4i/zsz/4sH/zgB7n55pv/3mMJw5Bqtfp5bwCm4BKsra9Qo8zlYoxy5DAjL/tbIvPh9iJ5wUPF2tG/fLeV1QVBVhJ4Q9zbSOC3FflqAekbrBXcOrnI/UXXRMfG59HYvSL+bneaX157JX8zjPif/V38v3e8j5/f/2f4QlPyEm4oLvLx/mEmi0OMFdjNgFE3gq6PLhh0BH7XoSo6cvQVvwdRyxJtuMHDG1lUbKlcNOhQ4I9cOFpWEOShcA2ccvbKV1N5SWE90JFwjjuh21LLzFJYNwS9MU2u4JAKL3YanrwgMJ5AZrjjDe1WkxG0JcG6Qg4UJjTgWVbbZYxxqFIjGrEyqpJoj1Hu87tr9/PR1mGeTGb5mfXDW41OZl3TqIREW8OU6rEvWuP2ynk2YqcBWo4rqHJGXoC0Zhjs0mQ1x3WP2npruFKxJexo/EHuhPi5RfViZOpSzvOJgkPgJKhWf8u2WGQud+VafXnqxe5bkZmtsM2sGiDsWDAvQA1z1HA8uGR2jIo5FFFmIPUVxMxdh0KDCd11e2p9EmsFraTIrcULW/kgf7eeS0eAG4rvCn2+vXqMpoxZ1jUO+YYPDn3unzpNoDTr/RLLgyq9QYTwDTIRiEwgUqeNUbEg3BSUFqCwaok2DTJ3VCZveIU2KSiuG8Ke/ltieoO5ShTAeALju3vQoahi/GxwCw3juWyotOyeZ1e0KWJMDVPjJUjezLG+Bd9gGhk6dgC/8A0y0AxTn4KX0c0LvHTyDBeTJktZnc28yB/0dvM3w4gzWZ9V/feHz/nC8Nryc/RMgZJImVB9dtU3sRbwLOmEwQR2K1xXpc6N0KFPBh0pvJFbxgDkJQ+/nZCXfIekKEfrzSshNvIwjQp4XzUvrdfqi9SLPSuqnQvEYQ3rF3iyF5FqQ+QJnlnps7N/mnDNvTZ/wzbNnnrEyiAjNZZp4a7R3VHGIDP8z+dXObcZ86EzLX7rk+cB2Dtd5iV7m+ydLrO23GPu+jvZOVMmKLj74vBr3sL89TupTlY4tdynOVfmP775Bi61R7z81u2UI49a6PHu51foJJqldkw/zom1YbIYcN+OCs+u9NnXLLK94lMOFCVfsrMaECrJfLzAxjBnoZvx7hMbTJcCPnKuzbzdYOLMQ0z4msNTZW6fK3Osc3XPismChw0KBMKwr+4WNDdOX6GiGS54s4h0SKwtq7ZET5WZVwN2RLkb/NIBC72U0+2U3Divmbf+3ud474lVnrzcI1CCzBhOd3LOtoZsr0b86bPL+FJww44aRV/STXK8QPFfftANLAsX23Q2hjx+fI102OHwPTdSrhf4hiPb+Ppbt3FqY8jKap9WP+HPP3yaJy9scs/eCe7aUefG6QIN6/Rnf/H8GkluODhR5Fw7pmc8LnizvGp7wMow53Qn53MrQ7aVfSYLHqm2GCzP5pMsmhJ2ahfc+fX0g8aX7br9Wq2vGupXEATcfvvtfOhDH+Ibv/Ebt97/oQ99iDe/+c1f9Gvuuece3v3ud3/e+z74wQ9yxx13fJ4+5Rd+4Rf4mZ/5GT7wgQ9wxx13/K8fpLVOcyCEoz9JgYydDe0VEa5RrrHxRrkLddSWoO8oX1nJNRJOcArZgREmk9hcgBbsnNtkW9gms4ozWZ+MSS5lE/y1Trg+XCQ2PgpLJJyu4ViynR3BBitZlU/39mKsZLVfprdYxRtIMs9llshEEq0LkqYlndRESx4Yt7CFsU1w7tCUqGPcptFCWnaUL39kyEM5Tl2/+tPlDTVWQFrzCLoalWjSqufoM5k7X0HfoGLLaEIRN15oDoO+wQqJl1gKa4K04oT4w525a9xy4dzKpEVnCmMk9zbPspGVeGR5H0oafnDPI7xr8SVcWG3STgrc0by4dWw7vAJxlvCXgwankhl+onmGM1l769w+uT6PtoJtEx0utQNEJpGJIGg7jUpSdcGPXmxJaoqgqx3P3UJeUKie47ojLVY4yhcwztdxyIvaHGD+ISf0Wv0vVVYLUSNDMlkg2EzcsGLcEG4iRVby0JFryIOe05sJ4zRVwkA8KciLbljOK5rG9g5CWIyRDDOfN247yjb/xbdmM2q8lR/bE1dkwKTyUWKF/9E7QFWOeGJzF0ubVZJOxKBTQCiDXA1QicBoYH5EnhcIYzHWjjmU1h+4a84bOTE7ONeuPHSf5w8duiczO05nv4oSIHKL8AQqdUuLsGvGRiAu/dQfWkeZ0pbRhDMH8WJHG9N14QTsfeeel9RBHxi6ZUKqEJ7B8zRTpQFSGP7r9k/z0EjyrvV7kMLyszNP8DvdeX5z8WUcqq7wvc1Hmf4iETBPJQlHwpD9vkcofN61Oc9pOcPQBOwstThRnkbnkmzg4/h+zn1QGPCsxeQOVVGZRXsCb2jJyp57NoXeVlgvFpASf3PkXgOKASTXIJWvxWpVdrJzuMY5U+fIpGU5MfRTw95Gkay6l77x6CeaC1mNTGsOTUQs9XMeXhPcNB2wkls2RzEb/ZRja33u2Faj6CviXKOk4JNnNrhtV4P26oDJ7RWmqyHHRzk77nojALfsn+CJ51YJPMl9N87w9o+c4uS5FuV6gX/5moMsdmNunK3wqYU2d+ysc9N0mccutZksenzoXJvX7m9ydjNmsZcRjhcTrThnY5hzQ3MHhZ7hfDvmgV11hBDMiw7LYpJg38upk3OwCgmCHdWrQ/ovdTMmiwEVk9PVHs+tDrl3W8QgCxHAjpIA4/HE5T5HZkvkBvp+laLUpJnlnKlzbLVN5ClevrvO6/dPcstMlVacuawaJci05Z2fuchGP+Xnf+0h3vqtd3J2c8gozXnv0WXWOjG37mlwsTOiUgpIk5xKNaJW9Lnt4J2kueHm+TrvfXaZiXLAKNX8k1cf4LEzGzxw1w5u2lEjyQ3H1wdIKaiFIYcnfY6t9emlmkxbrp8qsjJwdNCN3Gd7WfHuky2mSwGXuhm7az4jY1FC4EnBzv5prPR4OrU0xVU+d/8Prq+qtc+P//iP81u/9Vu8853v5Pnnn+fHfuzHuHjxIj/0Qz8EOLj2bzt1/dAP/RAXLlzgx3/8x3n++ed55zvfyW//9m/zL//lv9z6nLe//e389E//NO985zvZvXs3y8vLLC8v0+//w11bZG5Q3QQ5zDChIi8osnqELnqoUY7Xz5CZc4HKI4XIIStI53qVOEqELljSmqNbmc0AhGV+foNtM23ef/iveE3lKP9l6UF+u3Uv2kpSq3hTaUhFZDy0eYi2LpJaxaeH+3ll8SyP9/fywYuHGeQh7azAfdvO4TVjsrrGbytUPLbUzCHaENSf9SgtWtfYGLd9dR+3FFo5MnObUoec2K2sEGHBG5otRORqSoeSrOqhUos3yFGDjKCbj0MQDWHH4PfdRri0klNZ1IQ9iz+0JNVx+F7kmqGwbRz3vqucq1FJ4294eJWMiWYfuxrxp+du5anNHVTChO4woiJj7mxe4Mbtl/Gk4RWVYzw0kjyTxqzoEdcFRaZUl0jkbOohgdC0dJl91XV2V1uEStOMhlS29ZCTTniZlSx5AQbbJFlJENfdRhnpNtEqcZQ1G/pkE0XSZgGZGWdJLIT73UcZwlh0s4ypvDgF8Vp9eSpYH2J9hTfUzio8kshYo0NJXnSonzAO0QNIKo4O5g/cPXsl6NP4FpSl0y0yX+1w37Zz3D97hp9onuGByCEnfePS4bO/lVz+e52bPu94QuHzmSTjpy6+mUikxNbn3+/6KyrFBBnl2KHCZAqVOLpm2BJETxUpLrkBQIdjYwcJWVEQdixhx2IUWxoq44/RkNA5lsncokZX11zLxJKVJWqM5rqwRI3fN4RtR+FUsaHQ0pRWNKVljT+0qNSiMihsGFRinXA9Hw9O3QC7ESI8A12fSjEh9HKevrCDH1y4hz9p3cX+4ipH29vwheJIdIG7Gue5tXjhRS2LKzLbOp8APzzxCW4tnmdftMruaIMHdp3mxu2XQTlNT9owJBPu/s1LTkQvtVu+WOlQJKHds8kqgdfP3GDiScQoc/dwmiGHKTa8uvDMa/XVVY3hEpdoIASowQa+FFynFwiU4LNrOZ9bHpCM9SrTJZ+HLnSYKCjun6+QGcvp1ogDzQIP7JvgU2c26KU5v/fYBYyF5V7CRx4+z2+85zhqHNrYHmYcPjBBbbLIxFyFl+xpsnO+xmpryB/9yeMUA8WNByb5gQf28txKj8udmP/0vhPcNlfl4ESJ1UHKYidmKhI0Ix8BTJcCUm2YLHhc7mdIXLN/qmNIcsuNUyXmyi7UcRA18SRoa9nIFEPrEwpN8SoRwz1VhScFIk+50Ek4szlkZBW7awG7agFDo4hFyM0zJZQQZMYyyg0pHts6J9hrV3n1viZ3bKvw9EqfUW6QEmZKAfPVkJV+RqPg85abt/ENt2zjO976El62b5KnLra5a1eTheUeh7dXuXFbjf/+ifN0egnpKOfAbJnWIGWuXmC1m9BPcs4u9fjNX/5THv7MAv/5T56hH+c8eXKdzWHGkxc3eej4KpujjImCx7G1PturIUrAVMknVIJaqKiFkqV+xtoo59BkifumYE/ZooabCCA3lmZBoSszyHTArWqVkv9V1Yb//6S+qs7Qt33bt/GOd7yDf//v/z1Hjhzh4Ycf5r3vfS+7du0CYGlpiYsXX9iK79mzh/e+97089NBDHDlyhP/wH/4D/+W//Jcta2JwAZJpmvLN3/zNzM3Nbb394i/+4j/4+CzOqhIJXj/FG+QIYzFKOpF0qJyjjHKbSKvYojDFDUefEFoQz2jSusXrSRrNPr7S3DdzFoCeiZgvbhLKnMx6lMaC+su6QiBzTicztHSZji7w7v51PLW5g5lKjzPdST67OM+nV3aR9QO8rgKLQwE6jlrl963blJorzYclbFtHCxsYZ8GqrnDaDUJb/L6jRHgj93+hrQuwvIpSsSHo5M6+N5CkzYis5GF8N4R4I+OGuqILYRO5c0TzhsZRSbRLl04rjmKCgcpZlwReuOATtgX2ckSWK2wjpb1WpjUo4kuNEPDHq3eylNR4xcRJjBVMyCEvLxhuDiKaMmBVD7gvkvxI4wINVaSti6zlFd7U+BwlL+HGxhKpUQyHITqVqJHAHwjSmuPky9xiAndu7bgBTppuEzuaLbhhdayZ0uXQUb20E+Ya3zU6qtX7B1+H1+ofWFmOlYKs7GFChd/P0QUPE7hrSmYWb2jwhu6e9WLXzAoDSdMhE3nRwGTiBpZUsa3Yoe4P+bbmp7d+zIYpcFm7AeVvayleVjrO+4chHTPiZDbguXTE33SPcKS2wJOD3fzZ8u38x8XXM0x8TOwhE4m/6mMFYMZWwGY8TI0sQdtpUIS2eLF7cy5WTovij+wYubXj9+ktFPNqShjr7n/zwvcxgQu+9IdumaEjd89a5ZYYVjpEKiuIMTXMuYc5wwyonPQoXZKo5RCvL2mdbtIaFSmUUh46d4DVuExRpmgj+aXWXj4+OMw3Vj/HX67f+qLHecUtbV0P2NRDdnplZr0ObyidpKMLnGjPsDqsIIbe+Jk31umlOErceDBJq3KsWZHogsIEblDVRYeem0ihqyFWKWwpwoS+Q0+v1ddcyf46vhQ8tzrgnJhECUEysZdUWzJjOTRRpFlQ7Cxa2rHmpukyvdQw0pbcWJb6CY8tdCn6irfevoNTG0Nu3d3gUnvEqeUe9SknevuG1x3gllvmSHPDIx89wfEPv5v22oD/+tfP8+13zVMsBrz6Dbdw++4GB2crXOqMKAUes9WQH3zVfpZ6CRfbIyaLAd9y0yyPL4+YKgX0UkNmLNpaSiRMFT1ibdjfDBnlmmqoUPIFz5eiHvHUyoAJX6MNlPIewuQs9a/OjbKfwygzmLBMPfL4hsOTFMgYZoZouEaqLSdaMTVvnKuSueXHYwtdRjPXoyszTOUtDLCtErGj4lMJPK6fjLjcS1gfphyciNheDdheDfmmm2bppy5kshp5fOfL9/H1N83RS3P+4Ltv4+Y9DaqTRZ690Ka9OuB3/uxZLi91+ctHz3P0w5/gh3/srcztrFOfKrHWieluDKlGPrfM17lhRw1fCi50Yr7+0AShp6hFPpMFxTCzNCNFK9ZMFD1WBxmHJ0JEnpDLgFFYp5pu8sxKn88s9hBJH12exJSneGzx2mv8l6qvGurXlXrb297G2972ti/6sd/93d/9gve97GUv48knn3zR73f+/Pkv05GNy3PZKdYTqGGObOeYyCOZjEiryjXaiSUvOGqQVS6HQQcCE0K8LaM0NWSwVoTAcPPUErdULnE4XOJkFvOqguSW4FF8IXk+dZzPi/mIe8KAvdveywcGh/jg+vWsj8q8dPoMG4Miwzhge7NDMvIxRqC67jhMweKN3KCkQ5eLohJ3fFcoaF5s0IE71rwgUakl6hhk5oYa67khRSYGqS15pMhLVwcLC2uRsUb60jkvDYGx6YDQBhMoRG4IOm4LDC6ILa15FNZydEHij1yDNZh1rloqcVtjpHMIDVuS4dEGYneMTQWjxCcpehSCjEhl9LKQ3z9/F/1RyM94b+Tfzr+H9/Vu4mWl49wdfb7o+Xuqq/z1oM+GLjPhD/iRiU/yY+mbqJZHdEyRrGqQqXJ6o8i5n6nUogNn1ZoVJWFbo8bbepUY1CjHKrcvMKUQQhcAKjMN2mKja8n0X+kypQgvMwSdlKwaIDM3dGPHwX8l9XnIoszd8qF9wKER8ZRGTSbcuesCZzsTCGH5nslHmFcJc94L1sIu3+MLt/+3hwGrusUn4gmeHc3zstJxjna2MRX1mY82eTzeycV2ndFyGYo5YibDLBbwR4Kg6xwCZY8tFDTqWHeflNV4SAAERG3jBpbYUIzdgkFplxHjD3LMVW72/F6G9SVZ0SNsZ+hQoUaaaC0nL/sOaRmjg1YK5Fjz4cT3YAKB8RR+3zCakngjS14UZEUINgW6YBGZ4PKJafzZIVpLzrQmOVJb4P6p0/R0xHWFRT452st8YZNVPWBavXgQ5OTf+tjtgUKJMq+qPIe2ktODKVYnyphREV02eEOPrIIzs5DOuU9oCAYOJbpyXUhtUIPMie1jjS56DhnNDTZUiOQaneNrsfLJvUwXBK/fU2Y5htVhztoQzm4OeUOjhxgkmPIUcVjjYMFZGp9PC/zG44u89sAUTy20eeuR7bz/5Bqr3ZhdkyU++uQiB3c3eOTh8xQrAWceeR8bS6/ACzwGrVXKkzPoNGb94jKvfsMtPHRyjUE/oV/0ObHc4/59k/zKQ2e4eb7GdXNVHthVJzeWTy90+di5FrfNVSkHHtenZ+lPHsKTAmVSRDKgYXo0lEfmNZgrB8zYLsuminKAK4lX5FWzfQbWJ9U5F3SBPckqU+VtV3W+qvEanWiKy/2cRqRYH2rCSsBEssSyP420llroMTSKTqIJlOBSJ+UVExlaAMZwIqsBlqIvCTfOspLOcHSlxyv31Bnllm5i2BhlbK8EdBLNS3ZUeezcBr/w/hP8zJtv4Bc+fIqTz6/yhx8r8OwH3s/ee1/J4tGnKM/spnX2aRae6GByN3j9wk/9AgC3veXbWTy9QakW8c73naA+XcIYy0Qp4JbZCu8/3eKu7TXObI44utIj9CQ7axE3TxVoJ4Za6KEGG+jSBN1YM5m3sF7I/TsrPL8+QldnEDqnTcTexhfXLl6rF+qrblD5/+cS1n7ei73xpAu6lgJvpB11wEDcUIQdTV4QLocjd2hGJsVWiIYIDfvmV5kOe7xv+UaiuQyJ4bogI7OWZ9MSh/wuc16ZP+rN01R9XlYQfLR1mLKfsNCr8/5L1xGnPkk/pFuMsJnEXi4hx9vX3HOieR05m2Gr3P+FdpacVli3Te5n6EgR9DQit+Qlhd/LHYKSmy3bXRO5AU32rk4ArgYZuugjU40emwvIJEekOVmz6BoFY1HDnLQR4A9y5EgTWotMNHnmjU0IJJVLOXFDEW26n92f81AppDWBzAR6OYRGTn6hzKXMQ3d8nkx9hpcqlBYkBPDZHUXe8uiPMfeY5jde80qCqSGz9R4bH96G/9IN9jY22FVs8c8mH+ZyVuc7T/5fbP75dtKawB521K94Nqew5JGVLUoJPKeTZjCrnCtSapCpJmhbZOp0KzLLXLq1JxFaIzspuhKN09KvxdZ+pUsXPTwNWAja7u+oCy6sM615+ANNVvQwHgS501wIawk6Dk0xocRMGyp+zCj1ed2u58ms4vc6t/KjzWNb1KO/r/6id5Dro0VODmb4XHeeTlpgkIWcaM+w0S2RbDgLcdH30EZQ6Lok+KwytgHOrrjOCaKWxUYSLzbkkcSPDVKLFwbl8cDgD9z2Mi94yFhfNQpgQoVRAi92uUAqGSOBvkTkFl11tDCVjAX6UpApEL5DJaxwgnXtu+ddXhRbiBA46+R4yhB0BEkxZPv8BiutKstJjcujKrfVLzHrddjtr/O9tWW+2PD3YqWE5C8HZb6h1OeB6ChvPfdK6pURgz2a5FyFtGZQiaC06NCe0aQz+CgtucFFxQa/l42vER8V5+Qlj3Bt6LSJvsL4Cpt/VZEVrtVV1potUot7WD9km+kxW59goa+Zq4Q8oyNu9ta4pEvsyIfkYZWz7ZSdVY83HpqmHEhecWCKODecXO7xLbduZ6mf8NKbZ0lzw+Ejc8SZpnPwTmZ3N6jWCyg5w/panwd/4Pvo9ROeeX6Nb37FXp6WLR44NEXRV/hS0CwF/OhL97A8SDnfjpko+myvhuyuF9heDVjqp3w42cbdgLbQ1x4dXWa3N+SyLZH3M7SFrNLAjHKWBznaWEZKsJFHlKWlEiq0sdgTR+kenKV2FefrPE0mhSBQgqoZ4pVLjHLDEpPsCjSneyAFjHLDdjqsqTpPLnUp7WrwN0cXuG66TD/V1EKP//TBk3zfy/byR585xbNPLPBT338XG4OUx8+2+KnXHORUK+Zvji2jpOSjj12kvzniny71OP7BP/+8Y7ry/97SmRc97if//A+ZO/IqjAl55t1/DMAd3/od/MUTC+jbt3PLbJV+qmlGPkdmSjy51KfoK/7ouTUaBZ/lfkI636AmNJ6ESzSoKsnxtSG3zpbYSDQToUd/YKgG154VX6quDSpfxsoqIYEYWxMPcqwSgCSedM2m0M7hSocwaipnwSudf3823iiKRJImHjaVVPyY9aRM6OX44oXmf84rk+GGlF9q7WXG77Cmq7xnUOBgeZWD0RKx9nl+bYZ4EEAqWb9cA2kJW05TYqXTpGAccqJix8sOek5cK6zjlGMhL6stWohKDcMZH78/tm0db2jVKEfklnA9wV4lfzWvBI5aUQvwhzlqkKILProWutyZorc1wABkZZc5I1ODZNwg+q4BM0psBdbFDUVeFFu0KitB5IJg2QcDad+juOAxoATlnMGNhumpLq+ZOc/FQYOXvPE8k16PlazG8cEMb/quZ9gVrPP64jqfSSJiK5n3W7xi+iTnvrvFM+vbIPWJAx9rBHbFo7Di8iKML0hC15gFXUNeUCSNIt5YD+B3c2SSYyIfoc1W86OLPv768Nod+r+jlMBIdz2ntQC/7+iI0pdY+cJmXAeCUaDISy4vSObOJepKYPrKqEolSnhL/XEqImPS673okLKqBzRkhMHQMym3Fc4zJRNuKF/mfSs30I0jqlHMhYVJpK/xegqZgoolxlfkhTHiE4+/4TjTxRs6swmjII/GFMqhdkYeniAvOl6H9QTheo4NHC1V5gajrw4F+NsDTV5QFC71SKdLW66GVwYOHUrMGI2VY52HSpyuLS0Kgr7FW3J0TqmhO17ySA3huhwvUTwW80kA3nf8euRSxLM75/jj8Db2NFvc1TjPwWiJti5xQ7jAXm/IivbZMEVeHmVbBgVXqm9iDvgjPjIq88RwL9ujNmeZQCmDNxRbeiMduL+rMBC23DHmBYGKQUeKvOScwIQZo1eTRWda0E9RowybXxPTfy3WlErBBsjBBs9kE+wvCKaKHruyy+jGPPQ8aqFEZAkyKDJINZ9bcYPtdKnATCng6EqPiXLAXx9d4qMPnaNYDbnh+mn6g5TnH36c2cPX8R2v2Mejp9ZZ6yXMb69Rjjx2TRY5srPOufUh//jl+4hzw95mkUudEcsbQ4q+YK4c8JGzLaDI3kbEsbUh7z3V5dz6kAf2TRBlPVZMiVgbtpd9jKiR9zICJRnlhmDzAqXKPI32WY7KeaZLvkuX71xkozQPgD10L42r1GDtrPj0M8PsaIEL/jbmxYh2FrCj4rMWa6oBlAPJ2jCnWGpCZnjz4UlaI83+yRJ7GkXOtIa8ek7wmu/ciy5NcOtchQ/dOMOr9zVZ7Ka8fM8EN1YNiVeiE0+Q5Ibv/vEHWOoltOIM/7tu43c+eYFRqvm2u+Z5eqHNLTvqXGqPSHPDY6fW6bdHTE6VOfrJE7z0wRs5fW6TV925gzTXnL3uB1hdHxCEHj/5ukPMlEN2VX3e8dglXrlvgtzAvmaRTpxjLOxtFHnJ9ip1L0cO13m8W6HoK7aXPQ5OFOgmmtVBzsxgiUJpHqGvDSpfqq6doS9jBRtDjCfxBq75VHE+pvFYZPqC8NzvW3Tomhx/MA5KiyAvW6xv0VqiyhmNYETFj/lX8++lZyJaukxmNWeyPmezKk8lCWUV88rCBR5qH+Yzg718XfUp/nrtCN00or9RhL6PjCXhske0EGCU44QXVyxhy2UfRJuGqG0cr92wFXKmA0HYSlCxddSuzFG7SsvZOKQwcyiHNuQlz1E9POl+76somRu8fkphsedoTsJRvmSiXUhmahwPHzecAI5+ljjnJSucy5A/NHiJxUssaVXhxS7Izg1RlsKqxRsKZCpQqaBwySdpWNRIInzDvh1rtPsF1pMyjWDEnnCVOwvn+anJE/z6/Ie5rXCegQkoyoD9fheDoCgTamqEQXCoucpcrYvva8RK6AIox4n14Kg5Rgl05IYnFTvqHzir07wcYD2B8SQy1RjfBYQix85g1+p/S13Rp8TNgKQRYDx3DwynvS361HBW4A0sft/ds+7NghWc3phECsv5bJKh9fje2jLavnjD6gvF0yn8VX8fd4U+F/IqmVUsdyu0u0XOXphGtj3sZjAeUpw+LOhC9QyUFoQLbCw7l60tS92hIegZoo0Mv6fRgSSpOapVuJnj93OCduaGEyUdipQbgpWr40pb4Rp4kVu8kSZvFJCpMyIwvsTvOZ2KF2u8oSZo56jUELTzLX1KcUNj5fjZFwiSqqC0ZBjr37dynFQMftvp6WwnIJ/InMZOGibCAe9ZuJG1vMp2v8Uub8icV+ZIGPKqgv6CIQWgLCMioemZAnvCVQ4Vl5ksDuitlknmcnRkt6iwauSelcZ3iyQrYTjjYQKHGF15Pl1B0b1htrWkEdcGla/JOtYTiKTPcjBLLVT87tPLPLM6JG/uYnFguCAmSbTlkqnwkXMdjkw5UfpiNyY3lqKv2Fkr8IN37+LefRN825uuY+/+CepFnzzTTO0/RKVR4M8/c4lbdtZRQrB3ukSaG56/1OH6qTIHp8v88l8+x3I3ZnOUUQ093v7NN3Opm/HkUo+X7KjTSzWPXOjQSXK++8YJXnVgkiQ3vOt0wnRRUQ0UCoM69lFacc6MGjFV9Egau1gfagbNfcyUPKSAwnhZU/dyppJlVHeZwurxqzpfrViz1M951s5SjxRnRz5FX7I6zAmUYLqotrQyBTKmhwtMJ8vMlT1GmabkS944Z7mUFVhXdU5tphgLbzo0xXLPOX8VA8UvPrHBKDfcOF1mqZ/wkbMbtOKMZuQ0Lf/mdYf4j2++wZkC9FOkgM+d3+RjT11m/0yZPDPEmebQSw7w8Aef5hvu382F9QHlyGdHs8BtByeRnuR8e0Sca55dG9EfO49d6iYoCYcmI6qRx+OLHU61RpzugSlPcftMxHV1ATrFWuilhuvqgri5GylcBs+1+vvr2r72y1jJVBHfgg4VWIuOPHQkx378rvFMy8plkAwZb+mcJWZWsWSTOY2ZLmnukaYKT2rWkzK/t34fvjDcNnGed/XmaOsiifF5aekE9xXOEAnJqxvP8ruL93FX6SzTUZ/PntoNmcRrxuilMQfSukA64wvykqB02bnX5JEg6LqgRqEt0kLUctQuHTnu9RWBfFZ16+Os5hO0UtdQW4sIFHZsGuCQpKsobclqIX7bInNDMl3A7+dYX6KGbtsrc7fBlNoiRoZoNUZkmrTpfqfCWspwOkAH4PcMMhVj8b3bgPoD18iVL1nSutPjpBVAOmtmux5wprMNqhlPLW9nsjwga3iczSZ5Ko7Y6bcY2ICSTHk0NjwVX8f31c5yQzAkK57lHdbjQLhCbHx+V9zLJWnITlTJquB3r2zcBdG6xRs4HU9W/lsNlLX4vdQNKbnT5WAswlpnzGCv7RK+0iVHObpRdNecJ/EHLt/IaZ7cwJtWJHlBbKEFWdn9aXTB0tzf4sbJJRYGdQA+O9jDsBCyrLvcFqxv6VQyq3km1dweBluairtCn//R2sFS6TQzSvK+pRtIU49yKabTqrlh1Qh0ZLGeQyVKlx1NU8XORau8aMbidmeDnpXlWF/jFg150RvfRy7TR2iD14nJqxFqlDsyurTk9eIXOz1fUMKAzBzVS8XufhWp06z5wxyUQAcKLaV77lkI12KSyYiwM6bA5nZLu5LUFWLkhpawbUmrY6Q2gbAlSJrgDd2wmEwAVtAZ1Hm4V6BWHfKnC7dzY2OJe2c/9qLHPDTpVtDmPr9MU66SYZlWJS4mE8zc3OPjj1+PKWl07iEzyKpuUCmsOR2csM7O2V65NjYddVUlGjnMsKFCJuPz+feEEF+rr966OT3DqHYPc5vn6dZ28T23zBIKDSYnNxYhoDu2pj65MeC6qRKdJOeW2QoFT/L7Ty2hpABqGAvff9cO/rsnWevGtJb6GGsZ9d1rbSFQfPZ9j3CsMcP89TtZPt+ml2pCTxIWPPpxRqYNN86UqYeKhV5K5ElqoWRPvYAvQUlBX0vu3VHhkws9XrWnjtq8RLE2z9luymj6XvpxzuUxvetUK8VXgsv9nAPJOeKpg6jNS/SqOymOBxZTnkIXG1yNskJJwaGgx/G0QuRJ9rOEVlOU/YDUWLSFdu5jrKFYCDDlKXK/yHuOrfHmw5MUhGYlqbI7Poc+9jQXd7+BZtGjHEi2l4dkxQnOtFO+48gcvUQzzC0HJkrcNF3Cl4L1Uc62ss+nFnsYY7ll1h3H2Y0hhUAxPVlioTViY2GDYjlgfraCuvc6Hj25zrkTayztrOMFiu+8eycb/ZQkN/zOpy/yj1+yk+lqxEfPbvCyPU3i3PJXx9cdclINOdAs0FApsRFoCwUvoBVrlIB92SK52o0fdykGVeLkK3Sxfg3VtUHly1hBJ0EWX6B6qETjDTPSeji2I7bjFHZL0lDEdYlVuEFmIFAXfDpRkVIlJghACctCv85rZp/npeUTPBDBA5FLUP/rQZF3bdzLnsIaCstfLt7C4mqdf9v6egBm5zZZPjdBNvShpMm1h7B2nEA/tgQtCIxyqE5elHgjs8Uh1wVJuJFtDR66OM5WSc0Y9RBYT2LHAZcAKs4RSbb1/y9VapRtieSN77bZVoDXdwGZapChSz4y0S49PJAYT0LgwiGFcV8btXJ0ILFKkJXkOLTNuRNZ5ZyOhAW/a0kmhNuGj8XR+VyGNQIBDJZLxLWAc7NTDHVAYjweyQ/x1slPsWHKHI3n+eH6JU5mKXWZ8qe9wxgreXq4k6c725mMBsxt7/LxwQGyXJKv+xSX3DlOawKZK1TmEBUTCCeoN8aJkWPX4KhBikhzTMHHRD42u/YU+0qXVRKVOEG0DqQbzEea/o7Q5YwYN7AEfUuSOoc5q67Y1sL6Qp2l4oDd5RadLOIba5/luWQ7r4i6FOULYnpfKG4PFZ9JMm4JnOXnL7Vu5pHLezndm2J3qUXRT8kzRaI8gukhyWYE1gW/egM38OpQjNFYi/bBiyErSfJQ4CXg9w12TGECYKytcEOyh8wVaT0gbCWIRGOKPlZ6zsDhako4WtcVqqXqu1R2XfScFXuiiZYHpM0CVgjSukeUOwTChG7w1mNEUWaWsK1JK5KsKFGJo0kaXyCH7h4urEJvD3h9pzczvsWfGRGGGZ1OkVESoKTh040GAxPii5y6Go7NC1yQ5pUh5UpVZUTXxPzzy3cyG3R5Wf0Ez+6Z47qJZR49vY9cR3gDRwVL6gJvAP7QUcCM5wY+E3pbA5stuecVEpexEl8T038t1ubkdcxJWCnNs9xOmCh6lHzJ0ZUh108VacU5/VRT8BSvOzBJwRNESlILFR8932ajn9CPcy6sDzgwW+Ftf3KU1saAPDV4gaS7tkmxPEkQenzs2Cq3v/5+OptDpBS8/OV7yLQh04apqTI/ePcu1ocZy72U821DM/Ip+op2ogmkYKfqsyar9FJDJ3Ghj51Eo+rztEeasq9IcksnybncS7mzljEqlBmMnbeeFPNMDHIuDCe4t5ahehtsRHMs9lJ2+YbCVUwqC92UdlDFl+BnQxASf/0sp8O9TBU9+qlhbulxVrfdSW5hPQ9oKMv9uxpIQAuPpf6IXrCT7Xfs47a0iwkUiyNDpVijlxrqoSLVxuW+VD0WujHn2zH1yOdyL8aXgkwbXrG7zh8+u8Ig1dwwW+GG2QqL3ZgPPLPMP/m/7uDPP3ya5dDjsXe9i733v5FklLNysU1UCvj195/gV777DtaHKaNMs9hN+J2/OsYPvuVGnl7u8YrdDV6yo87Tyz3KgcfaMKdcjwhNilYBepwV3E813WA7pVjTjKoEQJLHX+IsXqtr69ovY5lxUJ9MNSZQZGWPtBaQViRJXZFVFFlJMpr00MELmgqZQVaxjHZmjmtuJKGf0c0ijkws8GDlWa73X0hfXtUD90JcPcFthfNMel1um7yEH+YMuxHDbsRGp4QousZDDhTRuqCwLPC7bOUXmHEWij+2XoUrwY6gRoa8qMhL3jjI0aILDim64lLlbY7csCLdBtH4Euurqx5UrK/Gqc4+MtOoQQpKjJPZXQMpY42Kc7xeSrTQwwZuYPH7OTK35AWPrOJ+nlVjLUjf0dSMx9hSGYKeIS+KLWpJtCbw+wJ/IUC2Pcq1EdVtPXbNbHBH8RxSWNpZkafXtzHvdTkSLXAxmeCpJOFTo128Y/0eKnLEv5o4xa3F81zu13h+Y5q1uMzd+84RlFIwY0RlPLta5YL28oJA+wK/r90GWghHFTEOUdHVaIvyJcw1CslXutw1pZwFth0bTRSdi1xcVwxmFFnJ0ZOsxHl3CkfVzCczmtvbTBd6JEaxp7TBwAbcWTj/Bc3xlbor9AmFT8ek7AnXqIQpgyzgs+s7GOU+1cqI0M9J1guEKx5eWxFuCCoX7DgV3iEPxnP3r0MfxjbXYydBxiGOedHtotSYpuSNNH43JVoauoPxJDJxVFV7lSiAijXecGymYSy64BLa/W7qKKEbI/Jy4O7bYUbQcVRQYd1xCT22GB9r4IzvQhW9sW2yDsTWx3QoSKtiHKroFjphS5EtF+l3C+zftsY37n+a18w8z+uKCbNem0vZBE+Pdm0d7/l8uPXv51LnbqGEpKGKGCs5PpjhqcFOvnfvo9T9EcrXWAVJ05BV3XnNKoKsKF6wXDZ2rL9xKBZKkNfHFuOZvmqd3rX66qtznZSzmzFTRZ9t9Ch6ksOTrmv/3FKPTFsqoaQSKEa5swJ+94l1Frsx9WLAUyfXUVLwqdMbDEcZ5XqB4x/7INM763QWT+L5ikop4PzZFoN+ghCCb3npbl51eBolBM8sdnjF9dN8bqnH+jBlqZ9waKJIMVAcW+tTCRS7ssuMwjqpttRCxacWOkSeJNUWZXPKgeSTlzpMFDxuninTLPgsmhJTRUU1lOPE+pDcWO6vdBBZjPUimrrDnnpI4WpzVOohu6OMbWUPGxQ5bScxhRp7agF1O2RucIHerpcghSDVlmNrQyLrqGCLY4H/LQ3Bfn+AkgITlkAFJNrQztzvU/QFRV/yR88s0Uk0G8OUODc8tdxlvhbRSXIyY3nicp93PXKe45e7/MkTCzy33KNZ8Fm+3GWtG+MFCuVJ5o48SHOmzB13z9OYKVOqhmyfq/Kh0+ucb484Mlfl9MaAarPAp05vEHmSj53f5INn1ikHikudmEHq0JNTXdgYabqJZmWQY4CCJ4lzi7AGOerQt9cMc75UXXuafhnLSuEazchzjk7eOFQtcC/EVroNnZc4jUpeEGRlGMwb8m0pIjAoZTBGMFPuE2sPX2iOJ3P8xOLreGgkef8w5Fha4SVhxlsrm7yqoIlkxvPtWawVSM9AJsnXCtD3IBeoxL24XhH/qoSxCNQ1OA6FEFu5JkHfbFEXvJF2+RJXXpCFwCrX0JlygBpmeN14y8HKBB4iucrNrLF47dgFZPpuCPI2R4hMEyy2sZ7EhMrZlGiLjTxkovHXhmCdG5jfcyGaKjFbAXRJ1TWdYdcic7aGE5lZ1MjZy4qxy5PMBLaZEXoaT2mWOxXecfFBfKEZaZ+3H/5zfrd1DxWRc0NxkSNhyMV0kiOlC5Rkyu91Jzngr1MJE3r9AscuzHG6PYkQFl0ypBW79bP12PXtykZch9Ihbcaiiz4m8Bz1C7CBh4wzxODatuUrXVfybKIVd11lVedeh3U6CZm7kFGE026ZALKyRc/H1Cf6pLnHMA/wheHm4iWeHu2iJFxz/qn4xe+FOa/MyXiWRCvawwL9OOTSapP+IKI/iBBGgB3neuA2+zJ3Df2VBj8rCsK2RmaWaBy26Pc0MrWoWGPCK5q58f05TqPWYwpnWgucDbg2W+YTX6pknKGGDm3Niz7yih4jd+JyXQmdZkWIrWHGhAqZm7G2xVFJg06GHCfbZ0W38PASZ+LhD5zOTGqwHoRtQfmiRSYOUfFGglIlxiA42Z/mw6uH+Xdr19OUMbuDNX6kcYFHx8+D2pgE/lSScEPw+WvgXYV1VoZVPrWym0+0D3B+MIHRCrFzgNACbyDG2U0ufyYrjZ/niUHF2qHNY5QI6343oa8tF75Wq5No6qHiXnGBQWbo+DVSY2n6mscWuuysRRyZKbLYTSkHksh7Yfjf1yjywJ4mRw5OstpNWNoY8q337CIZZTz4Xd9CluT8o3/6Ldx50wzlyKNQDggKPnddP82nTm+w0k9oFHy+7vpZZsohnnIBiQcmimyMMuqhohH5NCPFZ7NplHRuW2vDnJ21iPVhymzJYzUWFJXl1rkKM3LAKDfsU20yY/E2LzERCrS1bMaa6ZLHcTPFZV3keFLCRBXKaZvhVWqwSnpAT0T0M0MnNZR8yZI3TW4sD69aTGmCcuci8fie2d8scHagOLo6RAlBL9VgDGr1NMbCqY5haZCzt+rRzDa41E2omCETYsRkOeBSJ+H6qTKviFZoRD6L3YR65DFZdDkr//y1B3nTTXPctrvBYmvIHzx2EWsstWLAHTfOcP+hKe57YA8vvXGWzz2xSGupz+pCl9XWkAvrA+LcsNiN2VUv8O2v2Mdb79jBf/vIaaZLATtrBeYqIddPlzky6TJVAGb1Os1IUY8U2kB1fF2ozUtkUY2lwdVpev9PrmvUry9zyVSjQ+V422PExB9avJFBR4K0pDC+S1S3nuO4Y3FDRSVjttkl1YrtxQ7fMfkYi3mDihzxivrz7PW7HE8bHPK7hOIFSsnpeJb1YZE8U0TFlMwzZDokXPXwhgorobA+dsASbmgJu3ZLMK9S97GtrJKxI5WVgqzioyPHdc8qAUhH8eJKc+2Pedk4KpcJPPRV5qjIoZsghDEvCPAN7tx5CjVyHzeR93lNlC34WM9RdPKCImil2ECiIw9vZMbhlZqk7qES67a1A000buxkBsM5CNqWtApWC9YX6u6b+4YFAZu1IruLG1wf9PiY1KyZkBuCy0DIjqBFXbqk+kvZTjom5N/seTfv8F/NU+fnGaU+8xNt2sWE9aUa6rzPcE4Qrbqmyx9vwWVmxzqgMQJl3fWDsVsoi7lK3cC1+l8vv59DISCZLGACSbiZMZoKXPbIpiWuC/LQUfjiKciqBuNblLQM44AgyJmO+rTTAhU54juaG4C7P+8MXxyleD4d8lx3DoCbpi8Ta58nTu9GrvvIXCCVQ3f8nhjrQlyQow7F2M3LXdtJTeGNzS7ADTAAScN3FsGBxOs7obfIDTLJ0dJHxjk+zrDBhJ5DNK+iXKitdZSyUY7sp9iC73RVUmzdyxbn2oVwlFE1dN/fKOmucWm3gl2NUuC55yKMM5wSjbASmbpU+BconYLRDo0dBZztTzI/s8kgDXi+P0urElGRbrivyBSItnJUrvtbNqALeZ8dXpmfaJ6hpka8Z/VmQpnzysnjzEQ9jm7MsRoUyQvOLllYxogK+EPIKh7BZkpeVKjEOM1NlqOrEXKUbS0crtXXVm0vCnq5Zbl+iGE/oz5a57ieoOAJ9jWLHF3pceN0kW2VgCcu93nozAav2j/JWj+h6EtqkcdL909SDhQfPbnGR46tABB4krnJEoVAkeaGtV7CZ//sf3DDG76F40pyeFuFPY0ilzoxj53boD3M+KkHD5Bqy6VujDGWj57Z4NX7J5ECtlUClAAlnCuZthaB4JMLPXZUIzqecqiIF7CnFpAyxemLXXbu3I7avIRX2EEtFFTXT3Bg+iAy7qEbNbQFW2zQXHoWqnd+yfN1KQ3xlCHVlqmiR03lrKWKUFoiT6ILFSjUaBoX9hgoQRRI9pTda2ArBW/jLPGuOxllhr31gOMbMalWPHzBcnjSYsMyIo+ZKAYUfUUtVFxWe3hwUvCeMx2eWx1w/VQJbS2/+fA53nzb9rFOCO49OElnR5XOMCXwJH/47uNEJR+un6YxU+LIoSkA2sOM5y91AFhqx+xoFtjop4x21rnv+hlWBylvuc5ZTzcixblORmY0vSRnMZhge28FTZOZkkcoLWEo6Ps7KQjYVr66fun/5Lo2qHyZy4WfZe6FX7jwwqiVEjcDolZKPtZW5AUJ6ThDwIL1Nco39JOA/iBipVQhEhmtvIzyDBNeH4CqjLmsA07loDDcF0me7W1jc6OCHSkyT5OvFpAGjG/RBcevzqMXUBVvZAm7mqTqXkyNgnA0FscmBjnORFAjF0wYbuYu0GzsyCUy7TjpJX+8LfVc/kmmkbww8HypyusRXj+FMe3JoTgWPEleL+J1Y0zgIXHhh0jI6hFqTAezShJsuqYkK0So2JA0Pfy+s1i+0rzpQKIjSVoRWyJ7mQIC/IFAnQvIy5asmTMz12azV+RvTtzIN133FMta8R31z/CH7Tv5XHuemUKXqhdDEW4KF/iB2klO54bUKF41eZyil9FKilxXXeZJM8+6gbxiySsGmSiEEfh9h/ToUCCFM1sQBsKNGJHm5JUQrx1jygFGX3P9+kqXjhTKWlTs9Fhp1cco5yY3mBnbAmcWEhhuc/SjrAz5wMcrZcxWe6zGZTxp+FR/P28qPcO6HqAQFKWPehHg+j39m3hueQ5jBKeA5aUGKtTI3FHM/N4LVEU77nulBq9jxtRRCNt6POw6RMLvaWRmGM0EL8RLjw0+ZOIQgHSi4PKQKqHTpRj3OaZwtQuGFOsrvPUR+UTJBRxm7nsLbZGjDIzZoi/aMVIoMo1IDSIUY32HRuaGXLpgyqiltzR7eThOth9nS3lDu2UDrRIcUnyqSD6Ts9KpcPf8eU62p/jp4TfyTdue4oHoAjcHER0z4rfbNzDjdzgSLnBD4H7HHX8riPMHapc5El3gct7gwcI6/y5pkGmJLeXY6YxBoYDfl4QtZ2DgD1xYZlbxUSOHWl1ZUMncPce8zSHX6muvWqlgR81pEAq+5Hk9wbnNIbXI51JnxCOn1nlwbwNPCp5a6jJRDhhmmnt3NWgWfD5+vsWeRpE/fXKRt9y6nQ8+v0LgSe7c20RJwR8/fI4b9zZZPL3B9a/7ZkrVkJfsn+D6mQr7m0VObAz45lu2EXqSxy61+cbDkwgBgRLMVUIONCNWhjnn2wnd1Oeg38OEE+wtQ4LHnnLI2b5lY5Szr+QWkmfaKQvdmP3NAqmVjMrz+BZacU40cYhRYpiIKhjr8k60Bd24jquJfNzTe57B7M1ESYeVtIwKA8qBReiEO+ZKCEB1FpFRjcCPSH2PQn8JubnJaOZ6lDScKx+inhvqxJzt+hxoRuTG8uDeJnNFyel2ynwlZKak2d8IKXYuYr06m1mFw5Ml3nN8lXvnq3x2qc+/eNV+NoYpN82UqRd87pmv87mlLsNM81vvO8m3f/1hJkoB7/7cZZSSHD29wb6ddQ7MVljrxLz/g6dozFa4vNRlfbHHnXubBJ7El4IPntkE4Na5CkdXesxVQu6cK7E8zDGVGebTIe+/OOAl26vUQklrlDPPJtWFZ75yF+zXSF2jfn0ZS431KdZXZBUfmRl06HJVjAdpxScrCkaTcux242gFuqLZvXeVSilmttLjrl0XuLDZYDFvsM3f5HLW4FQyy4cG+3l8tJc1XeHtF1/P/+fC1/FdFx7gycUdMPAQpRxjJLaSY5XbVgrtmmDruSEF66gsWVG6piexeLHdygOw0iEpV9AglboEZjXMnVjUWJDSDWKj3DmcyTESICWyf/U5Kn5r6DQuvnJIytgtTCQZMs7Jq5HTaGg3vCCla7YEY3tiEIk7314/JdgYuqEqFG4QHHPis6ILmgu6biMd9OxWqGVecFtamQjkULG2UeG1+57HrER88OJh/u2FN3Mqm+BQtERqFL4wJMbje6qr3B4GLOiMngn4WO96IpFxW/Ui1SDmkeV9VIIEkcjx95ZkVYtKX0gKV4kl6GZbVqdXND5e3zWCMnaUnWv1lS2hXYCoCdSW3sn4MGqoLdO10YQkqY+tZ7Ub+uvTPf75LR9jZ2mTmh/z6uYxEuN2P5OqRG9sTaytIbPu7/jbnVn+pF/jtzuzPLqxn2Tks3uyRdHP8AsZnp+T1TRe34WFWuUcxpyg/0o+ytipr2e2hpGgk+MNNGpsax1u5hTW0y065BXjCaEtwWaCvxmjRpnb/keeC2y8yvtWxA45NdUCcpQjhyl5OUAXA2dRXPBBSqwcC+dDR6XLG4VxqKkFa8nHxiNqpPF7zspYxe53EhaSinQ6uq5DjvyBHec9jY/DghxJskxxpjPJvz/wV1xabbKQNviVtst8qMkCk16Xw8ESmi9Et1a10/6VRI4vct526TXcXT7DKAnwV32EtOiKe+boyD1P0/ILRh5WCdTIjJEj9/1N5GH+v+z9d5xl11nnC3/XWjudXKdyVVfnIKm7lWXJkpAcsC2DAQcwMDOEdwYYGCaAuX49M/cCc2Fm4B38TrwmDOAZYGCMGUwwOGBbOMkKVs5qtTqHylUn77jWun+sUyULy3JbbmNpVL/Ppz8tnT51ap999l5nPc/zC7Xwgs7lFl5eGBQGgfsaNBbaSU7kSR5b7BIqyVsOT3O2k1HyBINM83cvnybRhjtPrfN/fvgJWoOcfaNlDs81+G9fOAnASNnn6EKXD911mlo94snTLSbmGuzaM+rS0KsBZ9oxmTZ85ullHpjv0Ag91uKcz5/usLsRMFX2CJTkc6fa+FJQCxTjJY81r8m9831kFrugR+OxL4jZU5OIuI2VHrsaAQdGS2gDC/0cXwo8CTNVn7LUTC88gLd6EoUhLizLg4ILdd8uxvaQaUM/qDMRCUqtU5xsZRzpShYHBXKwjoka2LCKTPt0M02vMk1/8iDaWEqepJsZWolmsQg5tjYg1YbG8uPM6WWscEVCP3dmAQBZcycmKNEIJEdXB1w/N8JqXDAa+Sx0U7qp5o8fPg/Ae/7scR6f73L7E0usznf57JNL/Ml9Z8m1obseozzJWi/jqfMd8rSgVAv53tfvpTpS4ud/7FX8yZ2nCD3Jm/aOcsexFUJPcrqdcKoVM14OuPNsjyMrA9YSTUdEXDNTI9GGk+2caiBZ8Ubpbr/uG3Cl/u+FF1Wo/O7v/i4f+chHNv//Pe95DyMjI9x0002cOnXqoh3cyxEy0+jIczahNR9dcmGERSQZTCjympugCANB19lfyoFktV+mEmZcVl/ghsYJ3rLzcXb5K7yt0uJwdIZrSic5FJ7jpvJRNAIpLAfqSxgrsVag+hK6PrrjAh4RQyG357IIolVLZV6jUku0WriOvo8bYCRmM5zNizXGE8ghZ12mw+lJqNwmwzJ0AfPB2M3CxgqBiTyK0QtPiQaccB5HP5FJ4aYI5QCZFcisePbLP1Cb0yphnT2q9SS25KNLnqOhlXyXep0YvNggC6dHcWGLGqktVolhYTbskuM2f3ndYGoFLId87OlDmHpBtx9xfH2UbarN68tn8aThkvICPzB2Jx/ul3kkSziej+ILzajXZzFvsJjXGQ/6BEqz1K/iDSReDKUl4SgkhZuiWeGCKbOGv1m4OE2Eey+6GrhzvIUXxMVYi6wUmKHzWtDRm8WJlzodl/GdVW1WA7/nphzCQn8Q8lh/lpqf8Hcn7uKW8jF+dOyOzdfd4VUJhY8SEl8oBibj7s5eJlWXETVgOa5g+x7HF8c5vTTq3L56ITKRFBWL8SFo46y162xu4IOeIejboWbMhTeCW3uscMYXKi7QQ/tgr5c5BzxPsmHabyJH0dTVEJm56aS8wN2HHq04OlfHCdN1LXKNjl6G6jmXuqLhLLdEYUAJ1+TQdlO4v6FdAfeedOQ2/y5E1k2UopabjFoJaUOSVYUrFgqQmXDNhlrB1GiHM2fH+L+OvB2E5UR/jNtXLt083tx6XBV4XBFEX/ZeJlWFs0WPlgnpm5BD1Xk+uPQqksUK1oNsLUIkCpWw+bl76VDjJtz/W0848wXJ5g5W5Fs6lZcaLsZaURjLiXbGdtFmdyNg10jErpESh6dq3LpzhFfP1elmmi+e73HLrlFOtlLuOblG6El2jpcZqwb8wYPn0MNr/457z/LRjz7O8aU+cS9joh7y9lfv4Htv2skvf+dBrjkwzsOnW9y0ownAtx+a5srpOgBv3j/OdbM1zvVyHluO6aQF2+oRv/PAef7ksQX6uWFi7Qn2j5YwUY1K0UUKQcer4a2fxZYaiCLDl3C6nbKnotkZ5gRKYIFy3gUhsZUmemSW+YFhih77RgJq4YVtHY8lAYWBavs0vQJOB9vY2wy5NOxTDxRZqcn5IsICavkYZV+ihEAJ8KSg1D3HzkbAXFUxGWr2j5VZGWh0dYJBZZpOZjjdThg3He4732Y91RxrZXz2XMLpbo62lplayFjJQ0o4uTbg4GSVtx6e4XW7mpQCxaGZGq/eN8bc/jFmmyWyOOfy7Q227R5l0Mu4/5P3cu/njjDoZey9ZIKlTsJbr93Gh+4/xy++43LefGCCO892OLUyINeG0ZLPm/dP4Eu4pdbm+m01pxeSTnNTaMtoSTGaLDImYkrkF34Rv0LxogqVX/qlX6I09Ka76667eN/73sev/MqvMD4+zrve9a6LeoAvJ4jcWfXK3ODFemhPbFCpIexqN8HoW7KG64gKbUlHnYXuYBAyXemwLWzx+fV9NLyYmsxZ0gPeVM65IcyZUjGX+bDda3HL2FG6ecRKUqFaTqhduob1DF5LEawqgnWJTJ31sMwteRmSpkRoGEw57nplPsfvFi6UrZMTribPOmoNk+Y3HMxUnCNyTVHxEal2m59hvorMDLKfoNoxKs5dd/ECUDTLrpvdixHaUUfkIENoS9GIMKHnpi2eRPUzZDFMbu8myH463NxbF7wmhctxMW7jYJTbyFgpkNp1lIXe4MO7Lq3MXEZC0IGgLfHLrggySxE3XHqcWiVhrDLgWD5BKCSX1BYpy5QxmbLXX+WKIOLN5ZTrQ59Zf5190QIKw3c0H2Ku1mKtUyYfzylKbNrZOiG2cDQ032W+6MiFW8qsGAZdavzVvtu4BVtDzxfCxViLVKoxniQbCcgryiW6a8iHFtZeAl7ffXZGDZ3kfEuRK453x3l19RivjXL+tHMVgfjKG9SyDPiV2U9yLJukpcscbC5y4xVHKZVTik4AHR/Z8lCxc6QrLTnhvAkgWgEvsU6HIsDvu/vFSoHfK5zhRTBsJmjz7L3gy817w/gSmThalhpkyLgAazGRK4g3MpK+GszQ1c9GPrKfuOIjLhBao6vhcxzrrO9s2TeE9TItsL5Cl10zx2slw8/ADJsIevj+HG3Ti11WzIaw3uu7z6NyXqBi8Fd8JkpuKrK0XOetlzxCJ4vYUVnfPN5byseeN/xxAzOqTGJ9vrfaRgpDw08Y27lOUdfIRKJSQTJphlNfSBqStCExgVtnzHASbIdF4Jbj10sTF2Ot8KXAWHg8qfKpEy3uOddhvpfxxw+d44GFHo1AooQThTciD18J3nJwmitm6lw6W+cLT6/wmQfPsa0RMTdaYu/+caZ2T/DYnU9y7sgJ7rn7DL/xR4/yG3/yGP/4jx7m8rkG59ZiPn9yjSeWexxfc5TC+V5GWlgC5QTz141LXtXI2V73eefl0/zca3ehreWJ6AC5sRzvFByJIzqZZjXWzJe3cz71wBoWBwXb6iFnYsVAlfDTDsfWUmxQpkBiohoUGafaKQ90AhYGBa0XMAn5Umyr+vRzw9lwGzWbMF3xKIwF4wIfo9XjVAOJ6q+Sb78KCUSDZc71cgaFwXoRZ7s5qRGoI3dQ9iX1UCJMQblzlnaquXyyAtawf7RCyZOUPcG2ekRS2KFmRdJNNZMVnzgrMMaSG0OiLT/z+n1oY/n0E0s8dccDnF3us3i6zafvPsPi2TZXHZxk9rIDBOUqcTdlbrTEzvEKp1b6fO+r5vg3H3uKO06vszrIuO3yacq+4n89Ms+BmmGuquhWZmmnGl+6bJrjazEjkWJ5UPCMHWfgVVCDtRd1Pb+S8KJW1DNnzrBv3z4A/uzP/ozv+Z7v4R/+w3/IL//yL/P5z3/+oh7gywnpWEQyHrkvLOu0EUVZMpj2nR3twHUIVQZZA9KmE4jakgYrWBrUWMmrXFE/x2XROZ7IpvgPK7dwIu8xMDm7/SplGfCn7Wu4v72T1Hi0khKXjS1Rj1LkQKFrw4wTCdGKQAdQVJwY14vtcCICWV05++Gqs1GGofB12CE0oec6g5nbWJjIWZCqpEBXnIheWNc59NYH2FKAiQK3MblAjYoc5E7cXwowlfBZa+OhXkUNcreR8l1Gihmm3mcTFYqREv5ajIxzt7HvpI6yZi1+O8fvFXhx4QTpynVsN1Kw3cTI2Rj7PUvWcHoe+XSFaNltUo0VREFOxc94/7lv4Tdbh3m8PYMShjkv/DL3oGmvxaXBIj8xdieJ9amojJ0T6yAgbxjS5pAqIsHvukyOjamPjpxzUN6IsALS8RK6GmKF2Ow6b+H5cTHWoqLkKF9erFHZ0LlqKFhXqcvOUCnIDPKGJR2ziEaG52t6WcAn1w9RoPk7jQfZ6zvtQ898uVvbfNHjT3p7WClqLOYN3jL6MFJY+r0IfOOmouAMK1KIJwR5bXi9Fi5bRAcCmTqbYjGcGBpP4g3cJEho6yaMpWG2US/bdPWS2gxd+xzFUORmON0weK0B4ULvgs6X6mVuoimlC3vNNUJrikbJOdXlzmFMlwOKWuimscLZQOtygMi1o5L2sk0KKTjBPYDfcU2SvOImuPHYkBJa4O7btsUoSMfcZ/PYfbsRPQ8be6zlFSJVYKzg363u52zR4/fWX/3C70dIvrXkNl77w0UOVc9hLJQn+tjAYpXLn0K6+1dql6WChWTUnWeZP2upbn25Vay8BHEx1orZqs94SbFrJGC8HLC3WaYRerzr1j1cOVXheDtjthaihCD0JGtxzr1nW4yXfXY3y/ydV21nbbHPnz3oqEelQNFaHrDz8G4md20nLHlYYxmfrXPj/nG21SJybXjg5Dp7mmUakcdsLWC87OMrwfsfOM+2fJEzseJYVuax5ZiKL8kMjJc8DtQMEyXF3jChHkoiJZmuePhSMFn2WNQl7jvfpRZIdtoVfCmwUZ2DEyVk0qWfG+LyJOuiypVTZXY3Q+Z6x9k+OHlB58uTgvGSc7zyVo8TdM5RKbqctCOEnXOYqEZSWEypwdmeJjOWfmmcXd6AmjIsqxF8KYjyLvGlr2fSz9EGsvo22tVtNEKFEBBHo8zWAu4802G05DFVcXuaRuhx59kOg8ISKcn3X7WN+8+32d6ImCh7RJ5k72iZV+8b41vffgs/dMtu9hycZPnkKYQUPPDIAtWRCD9UNMbLaGP57T9/gkfOtLnv1DqzzRK+lBxZ6PKaXaP0Ms07Lp/m6a7kybWcldjphapZi0cXu1wzU6UqCy6xi8xWPTJtMaWRr/lafqXhRa2m1WqV1dVVAD7xiU/whje8AYAoiojj+OId3csMxpf4XRf6lTUC18HM3KZCD7tvVg2tLnuOUqLrBSjLgdlFdtTWeawzy6eXDnD/YDcPD3bw3ukHmfVCytLnkSzhXy0f4v7WDp5enaCTR4xEMZlRnDo14YqRrqMaeX3n5hWuO9qXGDZANrqUXmKQuSFcdZt6kRtEYfC6KWpQUAxvdF0JUf1s03p5I0NFFgYRZwhrKRolEAKZZI7ClV2Y3V7RCEEJbOA5N6I4hyGvXSZD5xyxYTag8Bec64bfSlCd1AUjRp6b8gxpK6KwWN9lQ+Rlz01ptOuCu7wGNm1ms6pE5sMcilgQtCEdtei65lyvAUDVT+mkER+dP8ye6ipPxrO8d/Vy/sPaHj4yeJZKopH8Ve8Qf9G7jD9cup4bGseZiHo0J7pYz7pkcTnMUim7icpgQiEKnABauzT6jWwdXXGuTFsUkhfGRVmLpCBczZ0YOrdEawVeYikisemgZXy3QY2WhtooaWnUYn5g5xe5bfRR/rg3zcf7B0htzoruU5XPpRkNTMadySx3tPezVlQ4n47Q0mUeWtiGGXggHc2stCQJV5zpQ9BxRa03sHixmwoGPYP1xObkcKOQNYHb1BcVD6+T4nXzzYwT1c839U5WCqcn22gmGKfzMlGAVRfmVGUiz2nTlECPVSkaJUw5cFOapMBK11BACmTqqGcAalAgC5cVpAYZJvLchn5IhdWhJGs4K3SZG7zUUISOaidzZ+kuCkdn9WJnNqBS8HoSLxaUJ/q0s8jdd/6AxPj8q/Nv5u2N+zmW91jSfZZ0f1MvtIFjuSvQPtwv87ZKj6ui09w8c4K4F0KlQAzNDZJRNw3PqoKwY1CpJWwbVGacAUBFuWJsOMXawksLF2OtkEmXRqhoJZrrRuFy5vGV00go4fI8Um1Y7ufsqLti5g17x7nrTIu/eHSejz2+wCWHp2h1Uz5/zxnOLHT5B+84xBuu2cY/ettBas0SpWqA1oaxakBuLP/yzZcwWQ8510m4ZLzCp46t0Us1+2rwHZdM8vmuCz7cUXdC87IvWR4UlKVmpfB5fCXheFoiLSy9THP3uS4rcYESMG1bfMe+JiuxRtemKM0/grf8DFHaJi81SQuLEILRfJVACgpjGYwfoBjbdUHny+8t0k4NJSVYHj3IU2aCNKizveZCZkU2YCISZHjMVQTH1lIkkIQNllPB0bWEPaUcmXZZjQtEnpJpQ6otf3VsnXogGZEZkU15Zi3m0KSjnq8nmrGSYns9ZKoScMCx5ehmmn92ZYMjKwMW+wWPLnZJCsPTC13+wY07+Z/3nCbLNZfccIidu5r8vTcf4PCuJhNzDYQQKCnot1OUEDx4bI1TC10ePdvie6/cxnI/Y3sjwpeSRxa7DHLNjprPZeMlslKTq2ZqVAPFwPp0a3OEQvPkSkx3K0flq+JFFSpvfOMb+dEf/VF+9Ed/lKeffpq3vOUtADz++OPs2rXrYh7fywpBZ7g58KWjMDC0o+0bpHbdwGRUDEPMXBefwFAf6/Ntk4+zlpYJZME1o2d4sjtNp4jomYSzRcoPn7yNP21fw4zfwlhBkvmc69RZ7NZ46MwcYSNBNwp0ZNGRm9p48bNf8F7q+N86eNbqVGzsVZRADjfERT3E+JJw2Y2YhTbkzQjrCfz1GNXP3MbDWkw1xATKFSbWYkMfXQkueKKCwBU4Q5cgtNnkvZvQc5uwwqD6blpimlVHKzFgyv7mBEclLqxO9TKsJ5CJxpQ8glaGyobhj8GG+PjZYsBLLcmYxBsMTQcsFHVNdbzP+ZPjLB4bx1jBj+66g4qfcXYwwsdPXUZVJewMVjiXj/Jk5s7TrRHcVn2cu1p7afgxd7T2sRjXuHLyPK+++mm8viBrms1ixblKuWkKQlCUnAYnr7lkb1FYZyRwoarFVyguxlpkpMAMp5/xmEc64mhJUctsBnamo5YignjSYkLDVdvPcsPUKX6g/jSPDHYA8O2Vp/nYoMngS6y0/9P6Lh5KU8oy4Hze5GR3lEdbs5wdjPCBc9cjhMWvp5Aql5ky1MSoxF0nMnd/26H5gswc1VGlhnAtQwdyM7/D72RD+qaHTApXkAcKGyqn4Rp2+bPREqbsI7PCWQr7bgpwoTkq3pDiuUEBU/3UaTNguA4oRFK46Ypl0/rY+NLdz0mB9SSqnyJj999BKyVoZ44qm7lJo4oNYUcTtYxr8MSOfhd27KaDoTCuwZBP5lw7e4aHTmzns8f30fT6/B9jD5BbyV91L+dXFt9I31gmVYUV/dxN6V6/yicGPkfSGd67tpeT+Tj/aPyz/P9u/BBeWKCrZjiRdkUqsFnEuimXJK86ilte9RCGLXvilyAuxlpxNAlZGhT0c8MfHRuwVNnORNljrOToPMfXEgoD3azgdCcjLQz/7AMP8vDpFsudlJv2jtEo+/Q7KTv2jpHGBU+e73B2bYA2cOPhKYLQ45p9YxyarLKtHtLLNAdnG9y6cwQlBG/aO8reUWfWcPvxVSYqAbVAkhmLNlAipxFKsC61faLss0+f59GlHkoKXjVb40DQJzNgKmPIuM2BEY8CybmRQ5wq7eJkUUZbaKWaVBuEKTZybgmzDsgLo3fbJ+5gMtScaOdOM1P2ONV2jQuvs4Ae3YlIe+53ZAO21QOiok8r0UyKPldPlcEUYAzTFY+TRZld2TkqJua1u0Y4081dwRO3uXnSBVV2Mk0jVKzGrli5ZrpC13j0c8M10xUWdYkHz7XxJESe4ujqgHKg2D0S8X3Xb+fQ9gav2j9GJ85Z7WWcWhlQ5JrF0232TFbZdWiSn//2S/kX33EZ1lg+e9dpfv0LJ/jVzx1nuhpQDxXXzdaJPMmpTk6mLb3MUPXd+hsoF275TMdgjOVM58Js4V/JeFGFyq/+6q9y4403sry8zIc+9CHGxsYAuP/++/k7f+fvXNQDfFnBWrIRVx1b4Ww1ReHoRvG4pLvduQjlFUcH0pGFVCGF5Z72bowVHKrP86rqcX54+gscLJ+nKiP2+lX+1ba/JDUeGslE1EMIy0SlT1YolGcoRxnCs5iKE9QGLTsUyjs9hjAgrCXsOKG58RylRJeU26QNs0+83nCSsTHZSAuEsXidFCsdZURXgk3OuWrHznlr+G9CmwtOuN5w8MomK9jAA2OwoecKkcAFQOJJN6WJC0Sau0LI2qG7mnTUr0GGMAZT8lD9HF3yKCK1qe8QhaW0mCK03XQLsxKCjnZaldwVlHkV8A2DfgjC4nUlrxo5SVeX6OcBZS/j1bMnWcrq5Faxy1/mznjPZrHyQOI2rJeUF1kc1NlRXWc5qXK+3yAfK9AVgw4dhchL7KYr2UbXXmYGr6/d+bPOPtZcYCbNKxUXYy1SubPd3khQ3yhki1DQmxMk407EnY0YzLYE6gUnWqOkxuPT8QSx9nl96RQzynXkd3yJ9e1PN0/yeDbLiu4z4XWYKPW4fOQ8ZzoNVgZlputdsIKgmZCNDNPjBxCtuUlKXnXmD1K7ezivyk2DjrzmoxJnR+wNCoqK7+5j4fQhwVJ/c5phhhMQE3pDfZmGQjvHL2OdWUXlwjp7+WjZie9zjeokYEC1Bi5DqRpuTl3dSTT4q30o9KbQfmOa49YLjczdNV9UnVOic2CTw3BLVyQY5T4Dlbh7N1ozeH3XYIinLLXRPmd6TaRnyXsB15ROcl5rjJU0vAG3Np7mz3uHGZiMmS/5fDbwcLKD76g+CoAvNHfGe/iT5WsJoxwb6mH4ptP8gVvTs6p0jYfhhEtoV1yp+FkTkC28dHAx1oqyL9nReYp9DQ9fSuqhIi4MSWF5aKHD/rESJ9YHnGzFfPFsm9PtmNddMcNkPaIaeTQin1MLXa6+bILAk2ht+OK9Z3n0yAo//2//kG+7bIpDl4xTjXwePN/hiaUeV89U+bb9Y6zEBRNln8V+zh2nO9y/XHB4qsbORsCgsDw432eirDgXS5YHmtVc0c0M1UBi6lO8ZmeDWiAx1qLLTZYHBdqCKTVQT36GTDvNS2Fc5kk71UxVPOZ7BdaL6GWG0cDSktULDilMrnsHSI8DyTF25PNoa7nEb7OeaHRphFhbl86eGWxUZ1LGqFMPMhlZirBOVPQZ+DXWKtsQ1rCjIuiO7MR6ARPFGjtLmp6WID3O524CZS0s9gt21n0eWhzgpR3qImNb1ePYesr9811qQx1tbgzjZZ+50TJrSUFaGPZP1/ixG3Zw1c4RvvDEImdOrHHlvjEOXTPLp59Y4idft5e/enqZv3h0njdes40rr5zhn926h7dcMUOgBNsqkvW4oOwrjIWlvqOAxYXlXDfnXDen5Ll8m5snYLa6NVH5anhROSojIyO8733v+7LHf+EXfuHrPqCXM0zo9BlFRQ3zO8Tm1CLoWJIxQd6ww2A/QTGbUm/EvGH7EVLjMT+oM+O3WCuq7IjWGAkHbNSSlwVlvr/5RX575RYeWtyG1pIz6yPUywkr6zVa8yOoRKJi9wVZVITrvhauaPJSt9HZoHypxFKUXBdQaesSla1Fl90lYQWufaItwZl1rO+5KUqjjExytxlRAlsOMUMHMKENaTMkWrqwDAHrD51+hJsqmGoJXQ3wV3oEQ/pYsq1GYJ2dKTmbmyqhzSYtyvrKTWA2krFDRx1xWREeKjXkVY+8qvD7hnREIrUlq7vC0RtYvAEMZgXeik8xBjJWWAW//8z15IViqtFlT2WFZ/oTbI/W+f7aOn/YbeKLghxJ28RMeB12lNb4YnsXc5UWsfY5td5ECItIJUFLohKnT1Kpo7sY310jfqyH780FhQptMZHC5ltc9xfCxViLnEmDwipB0HNJ6RuTR7/rbGmLRoHIJbbrE03EHBpf4FdmP0nXGo6GU8+7+d3A36utcntc547OATLtccfiHvaPrvDowgzPnBnZfF7QFQRdi/Yd1ciLhyn0QGlV4/ULjC/d9a3dNaIGTmNiArVZgOSjJWSm0OXg2dBUXw1pkNrdu1KgGyVEqkEN7z//wjbXapjHgjYUI6Vhw8B3BYcn3WviXMFsJXL3Zz1CdVMw2q0ztdBNXqXTuOTNCKktXm+YwWIhq/vkNbVJeTOpo7MWkSBtSHToXNGEFnTP1xCzoLs+Xlvxs0ffTsnL2V9f5vLoDOfzJruCFcry+TcFt5SfZmA9RlWfEdXnk73DnOmO0GuVEKkirxk8ITGxm2xtGBuIocBeJc5RkKGD3wVPlbfwt4aLsVbMRoa8fgDVmee2fS5JpNCW8rBb3h5e+9fM1GknBdO1gFOtmP/2p48TVQI+NKQEfvC3PsSeG25GF4alpx9D7z3EZa+5gUGuGasGrPVSapHHtbMNjq7GXDJWZqrisdArOLra5417R5nqnyEZ3YVnCy4N+/TrI8SFZc5PEErT9+tEShAXFuNF1JMONqojigS1fJbtUY2VdByAR6vXcVlm0Na9l4VewVTFaSjqocRKxWi2jPGajLWOsxzsuqDzVe6cRTe3I4qU1ugBOgPNhIK4sDyjZhnVluLB29l5ydXk4SWkfpXgwC14qyeRYQWkR1cbRiKFap3BlJsc73pcEawjW/OYxhTNpMtCYz/L3Ywrm4LVwmdbFCNXT3L55AHO9HNW2gWNKOdgTQMlellBqCTvPFDnVF8gpeD4WkwvLXjsbJuDE1UeOtUi6efs2jvG/uka/+O//A8OvPaN3He6xV9++hj/9J2X87/uPYsSglqouHK6xhdOO3r6zTsatBJNyRMcHHc04BPtjF6muXSsRFwYlgcFTdWnEZZe4AxuAb6OHJXPf/7z/MAP/AA33XQT586dA+B//I//wR133PFVfvJ/X1jhRK9+d+h6s8GGUIB1X2ZeX2ACiy5ZStWUUpDT8GKe6U5waGSe+XyEN1aOMKFibo7cx/MHXdf5uXOwl4WkzqGJBSqllDzzWFqtY89HVM4oVOxC4LyBK4ycqN9RnDY2PxvhbjIb6iKME6sL4zYMRjl+ubDPZi/YUogNPWzku0yYwFnoWn9IKwkVSDFMrHb0sQtBXvE2Xa7A6TJEYdx0xVryZgm/lYK2TqQauWLEKokJPOcyVA6GDkfWWa8KQbQwQCUugM2Ln+38FJGj3ckc/L7T6aRNQTIhMIGbfnmxIDoTEC1Kgpagd7xBvFRmX32FtbxCphVlmfGRQcRyUWelqPPX/UtpyBJvKSf85Nid/Kttf8mPT32aTh5RCnL63Qg5lqGSIe0uc0UKQ+tV4wmScZ+06TtnpNw48XOikemFda5eyfh616KNCaCOJEVJon1BURKkTfd5FWWL6ipsaKCk2T+5TKJ9Hs6qfLK/jx+oP8y6/srF+ZLu80C8i+nQuUpFnhN7D9ZLBOvOpc9vu/s3LzuDjY1Jm/HdZNYOHe6EsU7wr13Dw4QKEyjS8YCiFgzDV939ZEJFUQ02f86qoablS17LfslzLlRXkTVDiqGFNnY4GfWVo2cO6WDCWkThHt+coAztxM3Qvn2DHiUKg8oN/nqCVcJNEgNXjPldPXTvcwUCMJwsuT/OOtritxWDp0bwWgpdMZxfGWG+W+NNI4/yRLKNT7cvZb+/DMCK7rOuB5vaFIBXR4prw4AfaSxwPJ1iJmiTa8UNB04A4HccRdT47vdnVUFalxjfOa8JYwnamaPRZnrT+WwLLy1cjH2LlgFHmWC+5zrlT6/F3Hm2gy8lv3vfGWqBxyDXSCm4+0ybq2bq/MzfvYq5HSPcf/850jjnbX//7Xi+4ttv3c2OxTjRNAABAABJREFUq6+hXA0498wan31mhcOzDd52xQxXz9a5/3yb/3j7MxxZHfDo4oC5us9NO0ZICss9+SSd4b2+QB1rHa3IhFWwhsJYhM4QAlR/lXXhJiFHupIz5V0klSmqgcKCsy3ONNMVj4nIOYnV+ucp+5LRyMNbO4n1S7S1hxi02Va7sEm/KTWItaU7fQVKCPZEKXFpnJInWBlkjHVO4l/5WgCskET9RQaFxXo+1gvp+A2mgpxMG6wfIZM2I5GHrk2hJ/aiqxP0xi+h7EsuHSvhnX+CeqigSEgnDrCWFDQixbZ6gC/hrhVLs6S4ca7BM2sD/p/7l/nMyTUePNvmjmMrHJ6q8X+98QBfPNNi4eQ6+3Y7W+jVXsa+b/lWDh4YZ2Yk4uChKZ443+HSmRr9XsrjS31+7i+f5NH5DtfN1qj4kuPrA5QUnOnmnGhn7K0YDo27oqSZrbIyyLF+iXirqfFV8aIKlQ996EPcdtttlEolHnjgAdLUjfS73S6/9Eu/dFEP8OWIouwmK9FqhpWgfeG0KYHjUwfrElHAdKPLgeYSHzpxFe004nR/lIW0zl6/yl6/yuOZ41JfGswDMO23eevEQxyszhOnAdOjHTxfo1JBUYZoFaJlFypYRO6LfSNLxUtdngjSCW915DnnHiXwh8LbbKzkXG3iHJHmzkGoETmqR+g20aqfIwvjQgmH+SnBWuy6ur5zHyrKF8bP1qF0XdOGv0k9s8PurpXS8eBDz216tAt+1CXHrZeFoahHrkucuXRuqyTpqBPob2zIZOomFTK3lJaLzcwSqyCtq+fQ5IIulBbcz5kQ4mlNsL1PdabHbNSilZVYT8vsCZd4ItnGk4MZ9oRLjKhnN6kbipIH4l3cMvYM10+eZrTZRyeKvO4E9X7f/Z3VXYdYFq5LrAPhgh8DSTYaOWHuBVo9v1JxMdYiHUryuodKXAGgsuG1k0FRBpUI/K5EdRQqMNw28TjfPv4of7R2PQ/2dvJ77av5ZDzzFV+/KnzeUXuY11WfYG91hR3VddbTMsGij8wFpWVBtDykD9lnLaw3IAtIxhRF1ccEEpU41ywr3bEXVZ9wPXf26Eo6ipW2+Ouxu5eG9t4qLpxD1zA9fcO22EqBjpTTkFwAkqY3LLDl0GHMoyipTVdAYa3LNPI95xoYeW5NGaTIvqNgykE2nMy6gEjtSzBm003Q67n1R6WOqmqVazLkpQ1rdzdNsQr8jsDvOKMS61lspJkdb3Hp+BJjqkdblxnxYyKhOV30uC8dpanKjH8F84B/2jzFlaXTvHrqJL08xCqL1x9eC+nQ8YthI8razdDNrBGQNRTZSEhR26JzvNRwMdaKjvZ4ei1ln9cF4InlAUrAtTM19oyWeMtBF/A4yDUPnG/zwS+e4dHFLk/Od7jt8mn+8fdewTtu2c2B6RpaG3aMlrn0wDhBycMaw1g1pB55nGzF/N9//CiT1ZDvfdUcN83VuG62Skk6alOmLbtGQh5a7NPKJSVfsDwoSArDXWd76HITTwpk3Ka2dowFMcK5bsZopLg06JIUlqV+Tqk3z+TgLK9XJ2iEivVEgzXUQ4muThAOi/mV8cP0vRqRErTnrqNc9C/ofK1Qodo+TblzlkAJOrJMLze0Us3ORoQemcUKgS6NIHRBUpmisfw4crCO6q0w0j6JOv3Q0I2shik1mQsyZNymH9QReUJIjrVuMJxvO0ymLbo2xVritCo1X2Ktm3aVfcnxtYS4sIyXA95yyQSXjFeZaUTMjJRItOFjR5e5fvsI33LDdmZGIkqBIs4KStWAk+c7PHW+w8kzLX731z/EZ+46zY0HJ7nzxCpJrnnt3jF2yA6/89A8l45XmIkM57tukuKtHB+aC2h60Ti+FKyLKsmWYc5XxYsqVP7Nv/k3/MZv/Aa/9Vu/he8/W1nfdNNNPPDAAxft4F5u8IfBakErwypBXh4KK33QJbf5dRaiIArByfkx7nh6H+UwY6LUp+qn7CmtMF+4xWHDAvcy39mdHgwWGVF9cqsoCkk7jpByw/XHbloRy9wVKy4czjo++/AL3njPajSw4LeHQnVPusTqXr5prSnSHDnIyRo+uuyRj5cxJaclMeGw0AkkRSMcFgou+KyILuyyyqoSHboNU9r0h3kiwy4sjj7hrcebadZykCI3OpV2SH2J3WbHie4zgvUUXfIpyh5e1/HzrXq2M+0llrClkYUl7Gi82J2zvOo62cmEoChZvB6oWJK0Q3qLVc4nI3TyCCksd/X2sTNYYTZskVnFrLf+nPcVCcNtlSP4QiOF4fD4PH4lIx8rhkWS23QJA3lJkpcFft9sdr1VXKASN9260BC+VyouxlpUlNRwgiGJVnMXxtqx6JKbpuiSJa9adMmgM8nvHL+RXzv2GgC+o/kQN5SP8ero3Fd8/bIM2OtXOZlPcO/KTlZT50yTjxiS6YL+nCUfutI4GpGjIwoNOoC0LtAb7mOe06bYwNG3rBKbOTAmHOabDDfgm3TIXDs6VWHQ5YB0LEJoQ1ENKCoeOpLkNY+ifGH3bV4WFBVFMuaTjjo9mBx2BYuK76iZw7DWoh4hB5krXEoBpuQjevGmBbnLJhkGzUb+UPeSuST4UG5aRft9g5cYipIrUlTKZmit8Yep8datqxhBO454YmmaZV0nlDkNFXOyaLDDq3Jl4JyfGvIrUy7eWIq5beRRpqIu23atkExYwtbwd4Xu92f1jfwUKMrO8TFayZ3l+Fb+0UsOF2Ot+PMjK6SF4aFBmQP5WQ5PVLh8skI3MxgDvbTgCyfW+OgTi1QCxU++dg8TlYB9kzV+71NH+aM7T/HY2TYf+eIZpmfr/K97TnPv3Wc4cd/DNKdrPHy6xV88Ms+VU3Xe89ZDGGNpRD53nu3yiePr/O6jy/QyzVqcc3w9YddI5OhZIiP0BGuJJtEGAaSF5bxscjzaiRAQKJcGf0LX6Q6p1b3KNHp0J8W540zpNaY2UuiFIBMBX1h2uSZKwIlWSj83JIXBhl+Z6vql8KTAhlXOBjNkwzXC5ZtIjrcS1nVA1tyJKFKOxz7aWpLpwxSjuyhGd2DOPY0d244QwmWqZAFdEYHOqK8c2TQASQqD31ukazzKnmB5oHlgvsuZTk5mYCZfYLTkkRaGK6bK7B4Jhrk0MWfaMWVfsdpz4ZxHF7p88UyL1V7GQ6daZIXh6EKP+kiJSjXk4WdWOXfkNDuuvp724gq/81sfY6mTIqXgTx4+zz2diL93xTShJ1jOFDfMVlgZ5ORTl2JLDVcgeoJ9oxFNlfHMevo1XMWvTLyo1fTIkSPceuutX/Z4vV6n1Wp9vcf0soVRzoEnr7tFUKVmSNWAcN1tftMmpGOGoCNgJcSmCm0ks+U275n9OA014FRRYr7obVITyjKgKiMmpGBCdWl4A8KwQAqLEBazOybflqEj1wV2G2FHdXIUJ0vYNUTrQxqFEgTricv4qIeO/hWqzcC3oh5SNEpDFy+foJ0PE+qdlsUEHt5y1xUAytlxFlWfoqxcdkx0YRSS/jZB0pT0J93Gqqgo0rGIeLpEPl7ezFURuUaXfEwtQq0PXECdtW4TLyWy6zIrNrQrKinwezmqn6Ejj7ymUJlBRxKVGoqys422UhC2zKagPhtuFmUBeQ10yUAhkQPJY2vTVP2UyxqL+EJzKFjgHzcfYEQOOJLObloV7/Cq7ParPJGPczIZ23yvUlrQgqLsMiCcs5Oj3wjjrG83U7mHDkxSG4qtdPoXxMVai7zYkFckadOJ0aW2BB1L0Bb4XYEezSE0iI7P2nqFJPc4UF5gQnV5bck8R0D/lXBL6RTTlQ5jYZ/CSKrbOqi625TLlE3L8o2JX1GG2rmC2tmCqO0KDaGts0Afirdl4TReQg8pnNqZSrA5aTRYpbDK5aYIYwk6OXnVRw/Tpb3YZbDk5QukfjUEvRlFXhLkw+JmI4tJZpqiFqCrIcVoxeUuVUNEqjctxAl8imbZZTUp1ziRSe6OmyEFdGgx5KY/oGKNKKB+MnNFkXD3qBeD8YZFXeQ2aFjotsoMuiF/snINAx0y6vWoCNe42NATfSW63hfTnAJNbj3aeTQ8JkNedYWjHX5rlpYNOnA0QSuF0ygad8ylhQvT6W3hbw8XY60YK/nM1gJKnmKxupOFfoYaZpIMck3oSbSx3HbZFADxcGP/e7cfpVKPmD+xzuf/+gh5qnn7tdsocs2BK6apTu3ipqtmWOmmxJnm9+8/wzOrfR6e71ANFHP1iBvn6lwyXsVXkssny1QDj8myx51n2ty1pJnVq+yoCK6ZrqLa53h0qc8sXXZ5A6yFHXWfHRVByZNsqwXsYA1tLKozj7f9AKbcxNQnMdUJqskK953vcdV0haQ8AcDORsBU6wglX1JcIFtprHuafjTKrBpwtpvTSFeph5K5hfu4qZGwNChYjTVnKnvYE8YoIVgaFHjzT4L0kNsO0CrPcN/5HoWFaiCp+pJzcoxs6lIe6gV4a6cZNx1QAfXhPT5Nh2+b0oyEis+davPJVo2RSHHZeIlASY6sJrxmZ5PDUxVunGtQjzxu2jPGTbvHeNsVMwwyzfJ6TCV0a1I18hgMMhbPtjn/zDKTu7Zx6/VzXP/ag/iVOuVAccPeMZY6KUlhOLGeUmjLUysDMm15/Y4qZ3ualgnQ1m4aF2AMN/YfurCT+QrGiypUZmZmeOaZZ77s8TvuuIM9e/Z83Qf1soV0NrN+xwlYkzGPtOYE21Y6SodKAAHJuKG+p8XU3Do3Tx3nF6dv54ogYn+4QGJ9juR1lnWJE3lv01VqQcOjyXb+euVStJa05usk8xWK2MObD9ChJW26jl95yRCtD209E0O0lLrEbeOsPXU1wOvlm5sZNXBdfFEYvE46dOLZoKJIjK9Q3QTVGuCt9rClAIbC9bzuuUlKSVKUxGan8auhv6tg/ZClv00Qj0ryiqSoON73BofdDukoJlKuSCqHqG7iKCxDW2MXNuk5jcpGCF2qySYqmEDi9TQyc+dAaItKhlSSQBBPuIBHlVmCFi53ZtkVFDITyIGEiZTIK1hPyowFPY73x6lJTVOV6ZoSK0WVishom5jPDXP+3lJOWMsqnI9dHstINQYDMn82OC7oD4P7jNMgRKu5m7gVduiIJvB7W9aFL4SLsRYFnYKiJPESQzIi6c0o0rqjZwLkNUt41hXx4WyfG/ee4LYdT3FVdJprw+dSfFKbP+/vmC96PJqN08tD7pvfTmtQwhiJWXcOc9ZzG+9w3QUahm1LtG4pIndfGAVp00NlLkeFYbjjhmhbpkOxfegS6s1GeKoUzu2r7JoOWDukfqrhPSDJKx5pQ5JVL+y+7e0w9HZAMi7IK5A21eY00Ppy08IXcNoXzxXeNvA2wyZlppFJvhnYCjyrcVGCZDxyU65AEa7n6Mg1M7IRb5i5stGUcSYEKoVoSaFDu/mt1hgZUPdSnupPsT9c4JF0+3Pex3n9/O93v5fzqbhGR0dMR11nzqfssHi0SO0mOHLY9NkwPChKbq1HCfcZbeElhYuxVrx6ro4Q0EpyPnOyxZGVPlLASCgp+4qTrZh/8Ko5fCl44nyHlUHGY+fa3HLlDKvzXaKKT3O6SW20RORJwpLP1buaXHbNNh4/0+aSmRqXzta559FFRko+49WAD9x/lmNrA860M2ZrAQdGPNaSgvleSqYtb9rbZG8z4sOLAalVdDLNQjDNDdtqLFAnDuooCcuDgrVMUPIFcW5YCybo5QYTNcAaZNxmuTzHnesen1oN2TkSsZ5oMm2oF10CJbF+mXaq8eyFaSdFPqC+/CTe+mnGSoq8MkGzcxqbJeTlMWqBpBZKlBB47fMsDwpmIkN/x6tYGmi6zd1Ufcm1MxVKC4/RUAWiSOjnhtOdnCvGQ7qje1lTDVZknUSELAwKkqjJohxhsqy4Ya5G2Vec6+YMcsupdoavJNVAcqad8tTKgKlKQKEt+0bLnGzFlAPFtokKy8s9nnhkgWD4WW3f1WTPldtI+hkf/vDD3P7Bj7L3mgPsHK9QDhS9pODISp9EG46txxxdHdDLDViDtnC+m1P2FcdbGfO9HOsFFHuu/5qu41ciXlSh8uM//uP81E/9FPfccw9CCM6fP88f/MEf8O53v5uf/MmfvNjH+LJBVvNRmSGv+RhfDLvkwy/V4f4lHTfomqaxb52bZ08wXemymNb55aVbALg1yphQfW6Ocq4INBUpWDMRbRNzT7KLRwdzLA8qpIkPwm2mw3M+Xk/g9wRBx3X9+tPKWRArRw/Ja77j3gMys0PKheu65lUfs5Ee7UknVveky0hJcoLlPjItMOXAFQW1aJg6HQxFpAV5RZFVBfGYJBm9sC/pd7zqPiYOrJDsTunPCZIRSRE6QbEuKXTkhL5WSkfjKjayXpyTkLDWcd+HbkN5dZgVIQTCOB2NKCz+kEpSVH10JF3HWg6LgzXnjJZXBHnNPSbM0JErdFkzZuAR526yMel32FVe5TfXbuTP+lW+u9rhddUneW3J0JAlAtym63TR41/OfoxLa4t4wpAVCkJDUXJ5HFayOXnSvqOCmVDiDQp0pNCR0+borTyGF8TFWIs2sm2scu543sBtSpMxV0SqRJDtSojqKbfufIZ3z/wVk0GHx9Nt/GG3+ZzXCsXzT8DuSaf5g8UbWRlU6LVKtBZqZE/X8ToSbyCezdfx3CTFKifY3lhHhH3WnMN4EqOkC0lN9WazwRUv7rpHgBxkqE6CGRYG7n5w95AcTleymqQ/o8hqgt6OCzvnb3vNF6kcWqe7r6C/DQaTksG4R17zyGpuGiLToY6sFgynhGpoey7cZCgrnNV5bWhnbJw9tzAWo+Qwk8qJ8othkYJw1tFBV1M5b/B7LjMqr9rh5wQmMs5JTBm0FfR1wA2NE0yoPmOqx8cHzxp9bFBr/yaaqsweb429wRIVL2WtWxmed4v1nf7PeDAYdwWkE/qbTY1RUfLImtHzvvYWvnm4GGvFGANOthLm6iFXTtfY0yyTa8szrYxBrrl0vMJD811yY6lGPh/64hl2jlc4MFXjZ//uVTQnq/ihx5kjK7z3g49w/vgat99/ltPHVknjnLsfmmeyFvIL338ljdDjOw6M8xM37+KamSqVQJEUlrvnY+qB4lu3BazGGmMtJ1sJOxoRmbEoIUgLJ6bv54bzvYLJbIntfkwzUtQ88JRgxCvYls6zpEPyyQPIwTrN4dTh9XMRc1HBtpKh6sGyqFIYS3dkJ41Qcbx7YZTkbPogurEN65fxpKCdalr1HchynVaqmSlL6ucepOwLngz30Ek1PeMRJeuUfbHpWna+V6DrM3hrpxFxm4myhxDwTLugMlji2HqCkoJQaMZLHtZaxkuK4NzD1M2A7fUQJQRKuqnMeElxopUyVvZZ6mc8uthDW8v//bGnCJXkkskqbzw4xY5tDaKyzxfvPcvpIyvc99cPcvcH/ohzD9+NCkpEjQnGRkp86vFF7n5mlV94y2VcOV1jvOyzPjTy6eeGp9uG0BPUAkk7KZir+0xXfOZjOP/KzUi/YLwope573vMe2u02r3vd60iShFtvvZUwDHn3u9/NP/kn/+RiH+PLBkE3R49HQyoGQ0qAK1KEcZSicFUyqBjWzze4k12Ug5y91WVeU3+Kjw9CDgarHAqq9ExCVUYoK1goRvj1hWu4tfk0J3tjLJwco7mtTUtXsAOFSsSm3a3MwbPDbqsdhjoOHbwswk0Tht2+ouzjd1K3kVdOGCu0xZaUyyOp+GBA1xynXa31MY2yc9PqJCAFpuqRNj2M5wqywYx1WowLwL+feYD7R+/mdydv5jPNfXRONqickQRtS15R+H0NQ2ci2cuwJR/ZTzEbx6kENgycMDfXYC1ea4CuRZhy4PjucYFMC+dSJp3Dk/HFZqicC8IEqRUMQ/acUFeQKoGdTpke6zBIA14/8zS/f+p63jT7FJ9b2sfV5VPcn2bcHCnAbaZePdxU/Xn3ECeTMR5an6MVR1grUKXC0eYSgUwd1caLLVHbUfLyssQKp/fxe+64vcHWROWFcDHWIud65wpHlTmHPO25+9V4zqQiawTUxrvcdX4Xs+HV7IsWAfj+2voLvvYnBj5vKueczMZ58Pwcs8025XriUs/x8PpiSMeEcI1Npz6jIFofbtx9sekkaIVw0zZPbrrybSTNK1tsFuoyLchHyxRlZ5Vuc4Ot+sjMkFc8ZGGHYYXO3SwdsejtyQWdr38/8wBfaN7He0e+jSNLk3RrFayU6FBRWjOoBPKRyE1ojXXCfSXAuMaCroXDBHuBt9p360g5cPdpxUdt2Bt/icjUi51Jh0wteVUitaN9BW2IJ11zJlyH0jmPomIJLonZ1VxnNa3wqtJx/vPCG/ip6U/x4c5VvLn81Fd8b0u6j7aW3169lVZeZsQfMFrrc361hDcQm8J5K1xgqxdb0hE3BQ7bmqTuE3S2HL9eirgYa8XRJGTPZMRa7ITa1WHQIkCiDTfO1fnzTspHH19g/3SNPC34b3/+BD//g9fwpw+dp9dOWDvfIumskA2a7Dg4S3tlQFQOCEs+vVbCaj+jEXlcN9tgoZcz33UahpHIQwnBfFdTTdfohaP0s4S4UFw3U2Et0WgD9VBS8iRxYdjr9zipq3RL0wRKUJp/DF2bYls2oO1vpwGMlxSZUTwu5njiyRVes7NJV3gsDwrW44IrpwIm9Cprosl8L+fSsRDBhTUjhTVYP0T0VmlGNfLKBMoW9LZdTRnAavLtVyG1oJ0UbKsHLA0KaqWQqjLM9w2zaoC2EWr5OGbQ5dzOW5klgTCiMJYkmCJt96gHEpElRN2z6MooaI9025WsJRqw7IlSPrNo2FaPmFUJlWaN0mAJtrtm09HVAXOjJZQU3P7UEmrogvgTbzvEb/3lk1TqIZV6yKU3HmZ9sceVh6d4+LEK333tNtbinC88vcLZbsKhiSpSwPZGxPZGhATaSU7kBZzvZoyWfEIl+fMjK1wyXuHkyhZN9KtBWHuBccRDaK254447uPzyy4miiCeeeAJjDAcPHqRavTCB1f9u6HQ6NBoNbv2Wn8M23DkwvnCOPJFwHXQFgxnXnU3GDaZeUG7GTNT6jIQx/2D28wxMSGJ9rgrP0JA5T+Tj1GTChBxwqmhyT38vty9cwnKnSq2csLpeRSmDeKaMNxCUVlx2iwt6tAQ9Rw2R2uINXK5IXleIAsJVt/ipbkrRLDmHrUC5TU6mnxXMpwUYNgXzRVnhd3Os77QpOlLEY8oVKdOCZC5ndscqd73p330zP5L/bbBxbbXbber1+jf7cF5S+HrXoo1ze8NbfhFqZYRxVKui5AwWNqahOgRdstQuXUMbySXjS/zw9Bfo6tJmoZJbjS+ef/r1dN7n99ZfzafOX8J4uU9c+ISq4MiDO5C5c6wSxgm0o1V3v27cwxsWvUXJOQn6g8K530UKE0pk6sIeEWJIc3T3sQmkS7BvJ+h6OBTS+3j9nLwekNU9ENCbVQymLNlUwb69C9z+uv9wUT+jVyq27tuXFi7WWvGZx08y1hzBl4Jepulmml5asGOkxOlWzBt2N/j8mS6/9NGn+MGbdzHfSfit//kAl1yznVKgePDOY9xw636+8KlHmNozB0ClHpL0cw7uH0Mby2Q95Edv2EGcGz75zApKCr7twARLvYzT7ZiDk1Umyj6zYcFS7pNpSzNSrMUFkxWfsBiANbREmUgJPnmixaXjFdLCcGiY6XGqkzNZ8fCl4EQroxpI5s7cgdlzPersI6xsu57x3mmKsV0MCktj6VEWRg8RKEHVl6zEmu2jr8z93sXG1lrx1fE1T1SUUtx22208+eSTjI6Oct11130jjutlibTh4w3defKKozFZb4NaIghakNfd5MNb9UlLGtXocro9wt31fXx/84sMjE/LlLgqDNntJ5wtelSEZNZr0Tdnebwyw/qgRKGHzlzS0RHEsAurMrs5wdEBqEwgMusE5LkrWLx+4ehgDZ8AhinowWZSvOO4u0wTEzlLVJkMu5yFszM1SmICSdpwVKqiLEgnNCNTXX5wxz3fnA9gC68oXKy1yEsMQm50753ZgiggG3Mid5k7175Wq4LVgpP+KPfV9rBelLk8/DyHgtJXLFIAppQkGnI/VwYVGmFCqj2sZxGJwPowNKJy+TrDv3UosIUg0MUmNU10LHnVc82C1OmxNiYqJggdLcyXTjivh4GoSg6F3pZ0NMT4LvW9vcsjq0M2odm2Y5Wf2P7ZF3X+trCFlzou1lpxWC5TqY86TYfsslIdJdWWjx1d5Ya5BsfbGXP1iL970060tVy9rcHf+54rObs2ICsM0gs4eabFzsO7eeLTn2PuiuvorsWsnXiCW67+LibrEZdMVAmVZKLs0RrkXLWtgRKC0JP0Ms1E2aebGWw5YNyT9HPDuW7OaElRWX6KM7V9HF9LuGnWILIB37a3iQX8tIOIU+RgnZHaDiqDJfrlSXaPBISdc8jmNC0RUdt1HVUhadV3EFlonH+QRyqH8GLNWEmxmBfoLTPKLfwt4kVpVC6//HKOHz9+sY/lZQ+/r/H62nGV9VAsrdgUh+uQzZA/KyEIcwa5z3Sty621I8wqjUawUDgB9t2J5r50mt/tHOSz8Ri3tw9ypjtCHAe0To4wM94mCnOMcjztvCYcZ3qYjLyRnpwPXa5k6lyDZKbJaz5CQ9YMQAi8VupsQnsZ/ukVgsWusz31paNP5RqZON659TZ0Hs7u2Nn6WryJmB/edzc/MfKVrVq3sIWLiYuxFm3kYphA4CVO76BLYHwnck/HDEVVYwuJkJarJ86yXpSZCdpfUecAbpKSW80fd3dzbDCBEJZ2v8QVzXPsqa1iA0ve1KRNQ9Zwjl/pyNBcYRgEajznhidzi99zVEiVGnTJc5oU47KFTNl3wYND2243FXU5SBu6FFG4nwXIahLrQVGzTO9c5V17PsV3Vztf13ncwhZeyrgYa8VCNMtSIugaDxm3OdvNWBtqEY6uDrj7TJtPn1hj10gJXwre9+ljKCk4MF2jlxQ0xisc/+ID7JytM7H/Kkana+w/PMU/e9f3UI189oyWybXhyeU+v/PgPIEneehcm6QwzPdSzq7H3Huuw3w34VMnu6wnmrVEMxIpTrZSFhv78aVgohLgHf8iMu3iD1YRwLwpo0sNToVz/NJfH+MZ06SXGcLWGXRtiuWRA+TaUgiPIGlT0z0EoMd24knBXN3n2HpCWlhW4+c3DdnCFr4ReFGFyr/9t/+Wd7/73fzlX/4l8/PzdDqd5/z5RuLXfu3X2L17N1EUce211/L5z3/+BZ//2c9+lmuvvZYoitizZw+/8Ru/8WXP+dCHPsTBgwcJw5CDBw/yp3/6py/q2HQgEdZZafoDtyGoLBmC7kbGiKWoWMxIgZnIKIUZodJU/ZT7Brv5/c4h/qx1Lbe3DnK66PHh9tWMqh7/eOQYa7qKtoKZSoe58RZiNGOtV6Z3okHQchaq6aglrztrYh24PBVhnE7FSoEcego6oTaoVBOsZ1hPUDRCvG6KGKSYRhXdKKFDhd9KhoFw3qaw1RUnkqIsUZklLwvyumF2tMMP1594UeduC1t4MbgYa5HxxKYbXNJ0mSoyA6/n9CPh9h5+M2Viqs2OmTWUsC653CrODjOPbo8Vnxj4m/8NcMCv4AuFLwour55jrDSgFGacGozyqQcOEawqwuWN7BOXneL3XXMhWtcuOyS2zgWusBQlRd4IhsnygNlIppdOLN/P3X1qXPipKXlYKVDdFH914Ewnhhk+OnCU1KJmmKl0uDycv+ifzRa28FLCxVgrQuVS27WBz6XTAPyvR+ZJCs22esivf+Qpjix0OLLS5+hyn6t3NTm10ufgVA0A6Un+6U+9HSUFl14xzXe+ao4b9o0xUvb58GeOs57knGrFXDFV5dXbRygHih+7fjtlX3JwosIPXbuNy6dq3Lqjzq07XUNzlzdg0s+5ZCxCWyj7ksJY0r03oRvbOEcDL+sxGnncN9+nnxv+2bfsphYoJiLBUmmWdiGpBZIxmaI+/Tt4aycRRuNlPRblCGq4U5yqBuwpzm8mrG9hC38b+Jo1KgBSPlvfCPGsqMpaixACrb8xYsIPfvCD/OAP/iC/9mu/xs0338x//a//ld/+7d/miSeeYMeOL7esOXHiBIcPH+bHfuzH+PEf/3G+8IUv8JM/+ZN84AMf4Lu/+7sBuOuuu7jlllv41//6X/P2t7+dP/3TP+Xnf/7nueOOO7jhhhsu6Li2OIZb+EZh69p6YXw9a9HWud3CNwpb19ZLD1trxRZeiti6tr46XlSh8tnPvjCX+TWvec2LPqAXwg033MA111zDr//6r28+dtlll/G2t72NX/7lX/6y5//zf/7P+fCHP8yTTz65+dhP/MRP8PDDD3PXXXcB8H3f9310Oh0+9rGPbT7nzW9+M81mkw984APPexxpmpKmz6aJdjodtm/fvnWhbeGiY2sRe2F8LWvR1n27hb8tbN23Lz1srRVbeClia6346nhR9sS7d+9m+/btz+lKgOtMnDlz5qIc2N9ElmXcf//9/It/8S+e8/ib3vQm7rzzzuf9mbvuuos3velNz3nstttu4/3vfz95nuP7PnfddRfvete7vuw5/+k//aeveCy//Mu/zC/8wi+8uDeyhS1s4aLha1mLtu7bLWzhlYuttWILW3h54kVpVHbv3s3y8vKXPb62tsbu3bu/7oN6PqysrKC1Zmpq6jmPT01NsbCw8Lw/s7Cw8LzPL4qClZWVF3zOV3pNgH/5L/8l7XZ78883qjjbwha28ML4Wtairft2C1t45WJrrdjCFl6eeFETlQ1O599Er9cjir6xibzP1w15vmN5oef/zce/1tcMw5AwDL/iv29hC1v428HXshZt3bdb2MIrF1trxRa28PLE11So/MzP/AzgNvY/93M/R7lc3vw3rTX33HMPV1111UU9wA2Mj4+jlPqyScfS0tKXTUQ2MD09/bzP9zyPsbGxF3zOV3rNLWxhC998fDPXoi1sYQsvH2ytFVvYwssbX1Oh8uCDDwKuM/Hoo48SBMHmvwVBwJVXXsm73/3ui3uEX/L61157LZ/85Cd5+9vfvvn4Jz/5Sd761rc+78/ceOON/MVf/MVzHvvEJz7Bddddh+/7m8/55Cc/+Rydyic+8Qluuummb8C72MIWtnAx8M1ci7awhS28fLC1VmxhCy9vfE2Fyqc//WkA/v7f//v85//8n//WHQp+5md+hh/8wR/kuuuu48Ybb+Q3f/M3OX36ND/xEz8BOF7puXPn+L3f+z3AOXy9733v42d+5mf4sR/7Me666y7e//73P8fN66d+6qe49dZb+Xf/7t/x1re+lT//8z/nU5/6FHfcccff6nvbwha2cOH4Zq9FW9jCFl4e2FortrCFlzdelEblv//3/w7AM888w7Fjx7j11lsplUpfVdvx9eL7vu/7WF1d5Rd/8ReZn5/n8OHDfPSjH2Xnzp0AzM/Pc/r06c3n7969m49+9KO8613v4ld/9VeZnZ3lv/yX/7KZoQJw00038Yd/+If87M/+LD/3cz/H3r17+eAHP3jBGSpb2MIWvnn4Zq1FW9jCFl5e2FortrCFlydeVI7K2toa73znO/n0pz+NEIKjR4+yZ88efuRHfoSRkRH+/b//99+IY33JYssH++LALOx/zv//P+s7+eCZa1l6aIqxhy2V+QyvnSKzAjFIMLUSojDYwNXbIs6wvocwBpFkmHoZrEW2+yAEplYiHy3j9TKwFqEtuhIgM40JFDLTYC0mUBRVH6EtVrnUcitAJRqGX2jpqKMOFiWJFxtkZkGC8QWiAFlYRGFQuUEUFuNL/PUYtEX2YzAGtAElsZUSbJg89GJsOcKWAigMOulz+9H/uHVtfQV8PWvR1n17cfA379vf6Uzy307dzMrnZ6iesURtTflcjIhzbMlH9hIARJyimy6xGwkyKbCeRGQFNvTRJR8EyLhwz1GCvBGiEo3QBqskIteY0EMYi/UEIjfoyKOoKLyBJhn18GKLLCzGFxhPoANBURL4fYPUYCXoQCALsAIQUD0dY6VARwphQRiL180QhYHCYCPP/fcQVojN9wBQ5DG3H/kPW9fWSwhba8U3H0cWO+z2B+RRg0Fh0AaqgaS08BiLzcs4283YMxJS8iQPLPS5ftRigzLB+UeJZ69kOS6IlKTsS851c/aqFlllgo8fWwfg9btGaCw9Sj57BY8sx4yVfOaigo4NqOseS7aCEqCkYKx9nGJsF6uZYDRSPLwY4ytBLVSsDQouG49YTzXaQMkTFAZyY9HWooSglRTMd1PeOCPIwzpxYXhooQ9AbbgnCT3JUj/lqukqhXHf8UfXEuZqATu8ASaq0e72mJ6e3rq2XgAvaqLy0z/90/i+z+nTp7nssss2H/++7/s+3vWud73iCpUtfGPQ1RGeNIgCspqgtCzQ1YBChXg9HxMo1CDH+spt/H0PlMCEPoQ+eTPC76Tks00AdMkDC71dFbzYkFcU4DYnOhToANIRQV4DKy3eQGA9yGsWPZkhAyiXE1479ww/Pv45PjM4wHdWn+Q3Vm/iUPkcr45OcSxvcjSbZr2o8C2Vp/nlk99OPw9oDUpkT48gNERLo/gDi9+ziOFeJ+hpdCBRmXsgWM9cAeVvOc+8ELbWopceWrpM2c8oKpa8KigvW7JGgDdsBuhahPUkeqaOleD3cgCSZoRKDUIbirKHVQJdkhgvQmiwCtK6xEpAgFFgpcAEoENIJg1WgYoFRcUgRg17Zs7TCGKuapzlitJpvqsyYEX3GVcVjuU99vrVzeN+Ou9zwK8A8JvtWXo64jOrB3j8zAx2NcTvhPh9QdC2GM/93mjFEvQMUlusFHgDg0o1pv/NOPNbeCFsrRXffBgLJqpRGMvyoGCi7BEXhnzyEEpbdjZCMm2pF22unm5A1mMhNgyql7G60GemGpALyxPLMaNlD6EzjqwmHJqo8vRqn6dXE8LwEi4Djqz0OThRZaFn6GU9ZmsRQmhmqz6n2hlnxRz5cs5TKz2W+xmnVvqs9jKOPLPK975+L+/543Ps21bnyeNrlGohreU+p+6/n/03Xc/3vmYPv/FHj+L5ku17x8i14Ydu2snR5T7fd+UsTyz1qAaKaugx3035wsl1rt7W4Ft3j3BookRSWJ5OS8iswM/MVz1vr3S8qELlE5/4BH/1V3/F3Nzccx7fv38/p06duigHtoVXHt7xzBt5+NQcrIYEa5LKOYs/sGxfSMGC18+R/RQbeIhcYz1JUQ3QZY9gOaYYKyHjAqENQmv8bkZRCzC+RMWaouQKE1lYdCDRPggznIIYi8wFxge/D0YJTAjGtxR1jRdodk2t0ssCUuOxoKscCs+xrAPe0niImyOJtmX2+jk3RE9zqhAsFDW+a+Zhbl+5lIXVBrpZ4K97pGMWEwisBJW4Y8hqCizIXBCuplhPkkwG0NlaxF4IW2vRNx8/dOpWvnhmJ9limcoZhd+xhG3LTFcjrMUbaFRSgHETSqskVgpUqsFYdOQhrCVcHqDLAclUSNAqyCOF9gVSQ14RWCGI1s2wqSDQVTfFsBLSUeuKno4gGzVYzxIEBb7U7K2usJ6XqVRc0vi4csXIlxYpwGaRAvDtlaf5y94lnG03mBzrsGTrFDYE4aYnft/duzqEDImwELY1yaiieqZAmK+ZqLCFbzC21opvPuqhZH5gaISKA8V51tlB1Zec6bpmhQQyY5FRjfVOzlSlwkQgCPvPsNjczWikWB5orm5azueCPzgd8P0HA5YTS5wbdo2EHFtPeHwl4R2XjuPphNUiZC3xWBnkrMc5J9cFTy73eMfBKe491yHyFLtHywwyzcHZBnOjJR4722bQSTnh9QhLPtfubvKZtZgDN99A3MuIM831189x7HSLK3Y0ANg/VuHOY6v88aPz3HZgAmMta3HO/rEKl467tWY1LnhmLWaQa55e6fOuXX1axYuKM3xF4UUVKv1+/zkWfxtYWVl5RXuPf/vb/gO+jGBId9WBxHoCHQrysiQeF5tfqkJDNq55y3UPMxb0eLg1xxsnnuDS8DzfWtLP+/o9k/AnvTkWiwYDHfKBI9eSDQKQFjUfoksGry8JWu6LNOhYVDb8Ah8YtxEuLCo2IEBoS1Fy1AasJWhnWCEwkUIUFhXnjjLlSfK6j7DgdzJ0ycMo4X4OSEY9sqqkKAuKEqTj7ndaZQl29tjebPHJ1/3Hr3r+Hr5vL+GqpDLvupRWQmU+RRR2SPUQm9MT60lHFSn7hEsDRxnJDXKQU4yVQFuEsZsbBl1ShOsZWcPH4qgfDCcpVroCYWO6gYGi7t6D+JI6QWJphAmx9vlo60re2nyAc8UI31UZAKCEW3Aey0K6psTrSj1G1HHe37oJqTTa+o5CFgu8GLKGILAWb1isCGNRmUGXPYqSQuaOZrKFr4yLsRZ951v+/5hmDWEdPShpKBBQDKMVBjPuhi4qBl01lCf6/PG1v8VlQZn3t6f5kcZXDofdwOmix7IOWNY1/tPpN7AWl5HCsnh6FFnNMV2f0nkPlQzv2wSkdoW6SgzeQGOlu1bB0RB12cMKCFcTR5PagLV4nYRsooLXz8E4OiPKbfYRkDXc0m+lIGlIkjHhCmgPrG9RUzGTzS53vunffdX3ds/th/D6gkYHvIE75rBVoDKDle7cWSWxnltz5CDHhoqi4iNTjcyNW4cqAVkzwOtptz4ZS7iusUoAirgpiEfdCTABIF2hIAwgwO9IivJwUTJgrWAtLnPtthMs5iOs6iof6lm+u9r5qu9pzqtyZ3sv1TDDV5pKLWGwEBGuCfKq+51h22CFwEstMrcgIOgYjC/R9kV9tW7hG4iLsVZka/M8kzhKTy8zPLrYpRp6DHLN5ZNVlvoZoSfZVgv45LE1Brnh9z9zjPPPLPP6NxzgwccWSeOc3mqLfdfu5vHPPEC8vsD04RvwfMmVV85wy3CTO1kJGOQaY8FXgl0jJVYGOdVAsX+shDbOySxQklookUAp6yC7ixQT+yiQJIWhufoU+cQ+rAqQaY+OLFO3CSYosxJrpooVTjPK7u6TCGtpTV1BWWpEnoDyON5X7PU6yPkjUB8nnzyAMAWF8MiNpZK2wBqC8bmvdvqY6hxDj8xxNglY9rex04OFQUEzUrQTTaAkuTGsJQUlTxIogTIZd+Qz7DIWY+GL5zt855yilShu2dkkNoLIg7ddMsqpTs6ORsjDCz0aoSJQPrmxSAFn2jGhkkghec3uUaSAbfWQdlKgreWmnU3+rz98iMP7xxmrBvzkd17Gb3zsKeaPnqPfSbnpymkePLbGsXsf4b8cOcr2w5dSrod88s7T/P3vuJT1OOfJ0y2eOLnO4ekaN25vMFMNKPuSMZmyWIQ0QsmORoS2ljfsHsEkbbqDrabGV8OLKuVuvfXWTWctcP7kxhje+9738rrXve6iHdzLDV6s0SVJXlPkVUVWV+QVSREKtO++VK0HXuwoRaIQ9HXAgWiBd07fx1XRKSKRk9vnFiof7pf5Yprzl/0ZfvfsTfzOkVfzuw+/Gs8z7Ny2ghCWYrTAG7giJVy3YF2n0ShHbRLaTQ6ymiJrOFqFSgr8QYHfzfH6ruMJ4PVyx7/WFpHmyFwTrKcEy7HjYFv3XrHutYOOJuwYonWDF0NpQRAtCcIVSXqmyjOPfvUFDKB6ShKuQ9QyhK2C0nIOBqffMBYZu+PS1dDpUqzFKoku+25DJASmGiBy4woUy7Dg0kN6l6IoyU2eupUCocHvW/IqxBMClYLUrpjwu4K8aVD1DF1Ipsod/r87P853jD2MJw1PpbNcGnx50vGxbJK7+vv4YHeGR5Pt7BpZo0h8MDi+ux1u2FJQKURrGpUZVGrxejlYCNo53pdoYrbw/LgYa1Fe8VCJdnQezxXgVuAKY/lsQW49QFriXsij2QzABRUpAO9fv4F3P/NOfunYtwNw9cRZKkGGKBVYI1B9icxdl57hNaJSp43K6orBdEA24g0LWnf9GE+gMkNeDxGFQaZOHyG0JR8tDzVWEqENKs7xVmM34ejllM/FqNggc4uXWFQGQcvRK8vnJJwoc+7k+AW9t3BNEK1aykvaFVaZRaXDxkiq8bqp04plGhtITORhhUAlGpVqrCfw+gUmVPi9AqTAKIFKDDpS6JIkq0g3zVCuueDF7vyoBAbT7m+hwYvBb0lEtWC80aMWpigs/3DkGd5aWeGq8PxXfB/zRY+zRQ+AdT3gBybuQgrL+fUG8SBEFm4Nl7lbVxlqV6xwE5+koTC+GGretrqkLzVcjLXikX7IDtaYiATNSPHquQaXjJUZLwdUA8lcPaQRetx11nXqr5mpc/PhKXZfPssDjywwNlMjTzVeVKG7FuOVKjTmDlBvlth7yQSPPrrAci/l8FSNs52EZsmnWfI5utxn10jEI/MdznUSHlvsM15SlHxJ2RdUkjXiwtLz6xQT+9BI/KxHOzXo2hSPrxv6ueF4ElLzJblfppcbpIB7+04ntjZxmHj2SjwpUE99jr6qoNZOc6D/JLoyhpm9jGJ8D3FhWU4FxkIlXkH2ljltLkxb0R3bD8YVJuc6KUdbBaORhzZQ9iXVQKKtZW/JrWXLgwJRZFw3U2E6glRb3ry3ySoVttd9Um1op26/tJZocmPpZYZG5FH2Jb1c04wUcW74rgNjrCc5ZV+hhEAJwVjZZ7IakBvLx55c5NrLJrlx7xhKCn7v8yd48vZP4UVVilzzgd/9FA995K84cONV/J//x3dSGy0B8PpXb+cPbn+Gu06t8yOv28vBXU1maiFHV2MM8NRKzMNtQS/XrMSaX7vzJB9+cok7z3axfkiqtwqVr4YX1fZ573vfy2tf+1ruu+8+sizjPe95D48//jhra2t84QtfuNjH+LKBjhT+wG3gi5JC14XjLivXdfMSp4MAKMoW61s8YXgyniXWPteMneGyoMx/Wt/FqOrxQ/UVAHLrMSIz9gRLNMMBJ3rjYAVaSyp+hun6ICEf0Xh9j6IkkDlkdfeFDuAPBFhQmcXv682NgZXCXQUGN6XINMZXWE8O9R4BojAIC7ruigCZamRhHN888tChpLSUkdfc5VREgrwi8HsWvyex6sLOX9i2eLHF6zu9RtDKAJzQHWBgMYGH6jn6V1GPEIXBa8dYKcHT6JKPKAwmUJubCF1SeIkmr3hIbdG+wB9YsJa8Iokn5HBjCsZjc8Ix2J8R1VLyXDE+1mUq7PJAvItR1edba4+z319n99+gj6zoPg/0r8MXmk+3LmMxrqGNRHgGkfmEa27qpEOBzCBq6WHRCn6/IBsJ3CZPghoUaLYmKi+Ei7EWCe0KA5k5nYEVrlhF4DrlVmA9iwkNlfEBWkvGVI+eSRhYzeSQSvRIlrDPk5Rl8GW/Y3e4zO36ElY6Fa7ado5QFpxaGkUoS6WaMFgM3Ya3BkVZoBYsRUkSrWmymhxuyg26JBEaV5wM+xk6kkgtUa0MU/KQhYHh+zCBBOs5Qbp0wvS8FuC3E4QFr68pIkG0aigiR6XCgswEQfvCvh78nnXFnBB4iSt+XIFn0ZHCBAqvl7nf104pqgEI4SYlxroJZs1HZoa87GE9gcwMJhAYX2CVu0+ymtwsDtIRQTI6bCxkrrEAEI8bRna1XHPAKnaU19nrL7Omc8pSfRnd60sxsNC3Hk8MfB5OLkdhEcKSxj5iLUD4lrwGpUWBlwzX9cRNobzYFWc6EqC2mgsvRVyMtWJHPSSrjrDYL1ASmqFCW1iNJXFuWOznRJ7kmZU+862Y0oEJzq7FrM53sdby5F1PUcR9fu7d38UjZ1o89rE/Q2cJu674QW67fJpPe5KFVszdp9f5rssm+b37z/HmSyd57Z4xlvo5E9WQ/WMVJio+d5/rsm+0zES+gjAFTdXjiXbIZMWj5Fke7ygmK/B4XMUfXpODXHO2CzuLBVRzO9qDy8ZL9DLDWqxpeG2CIkFM7iJUgqPhbvarcxgLfb/BWl+zvSYIlCJcP4UtjdAf20+QXtj31CA3HO36QML126ocb2UMckPZlyz1cx5d6nPtTJVVrZj1Yqwf0dFlHjjTYXezRGFyBILIE7RTw7lOyp5mCSUEj64M2NEImStbmlEJT8JcLaCVuIUyLiyHJ2tcM11mcVDwx08sMlUNOdOKmW/FNMoBx5f6/PVgiZGyTxh6TB18NdmgR3VknNapxwAISj5/+JnjjI9XUFJQCjwO7x+nFnk0Ip9to2VCT3JsrcfBiTJH1/pcPVMnVJLPn1rnp2/ZjbHwyGKP82mJ7pZG5aviRbV9Dh48yMMPP8z111/PG9/4Rvr9Pu94xzt48MEH2bt378U+xpcNjOdOp0w1JhRELY2XWKI1V7wAyGK4MTJQGh9Q92Ke6U8AUJPugv3p5kl2BSus6D4fGUSs6ioH/ArXhz4/O/cRrt93kvfe9L/42Ss+StVPkYnEbylXbAxda9Lms5MUK90GXGqLN3B0jHgqRPuSoqQwnsQEEus77rjMiuGGxSJyDcOKXw0K1MBNWIwv0WUPmRZuuiJBZgZZQNCzqNQStSzlZYPfv7COQbSuCboav5MTdHN0pFCpxutlTjQfKoQZ3tRCoOIcWRhMOcD6ChN5mFChyz4IpzvJa869K694CG0J13P8npu4bHTKZTZ0BfIcLS8vgx7SfopcUSpldAcR5+IRnu5Ps91fRQnDkXyMgclY14769ZlY8leDHZRlxidOX8rTrQlyo1jqVTEdHyvdFCVahbBlKa0ZvNg4Gp2xyFQPJy0af7mPyLUzANjCV8TFWYssWcPDhIKsJimtufvWG7iphcxAFoLSeQ9faa6ePUtLV/if3T08kI5uvsoVQfS8RQrA/6e+xDvmHuLfXvXn/MzsX3G8N45ZDzEdnyQOXCOgZCkqbrqhI9e1T5rKuVMVjlqUl11RbZQg6OR4nRRvoJFxQVGPnLjck8iBo2163cxN5SSYyMcqid9OMKGH38kQxlJeygh6htKaM66wEspLhmjtwu7b0qrB7znaoiyGxZ4nEMWzP6/LjvaYj7gbq6h4yNxgA+kmo1IgU7eOCGMxgaQ346FDN+UajCunU5GuAWN8R2/dmFInE8N1wQqywmO+7zq8UhgyJA9nYzRk6Su+B20NDSm4c7CX+wZ7MFbS1iVyrfB87SasPYnfFZuTHKEtOnCTHYCiJIhWc6wQFNHWROWlhouxVtR9eGIl5v7zHRa6OZ4UaGs5vhaz2M+Zrrr7/8dftY2jCz3uOrnObYem+O437OPvfdslNGemMEXGH999mkGmOXTbWznwrW8njXOOLnZZXOnzpsumGKsE7KwHvPOKGW6q9dg3WkJby7Z6SNlXPLncZ9dIiYmyx1owgVUB53WZqYrH+nBjvq8ZUfElzZLi0ihm5MwXuXQsYlvN57Q/Q6Yt/dxQVu7vnTXFmmrQq0wzGN2DMhn70xN0Gjvxsh6RJ9klO3jtcwTxOjas8lAvQEnBZPnCupHBsGA6uR5zupMxEipOtlLWkoITrYTJSsjxVooFzmQhS4ngqZWYw5MVtIGJskc1kGyz6xTGYqylHkp+5XMnaZZ8znYz/tlHjvM7D56nlxvuOdelk2lGSx5PrTpXr0RbZlTCVdN1JisBV8/WuXnPGJ9+ZJ7jz6wSeJInz7R56Pb7GN9WI6zWWDzdRno+XlRhtlkiTQoeufs4Sgrag4xnznX49BNLrAwyapHHyfWYQW44tp4Mj9vn+HqMryRJYbn7bJvQk7QSjWVrovLV8KJ3Qc1mk7e85S286lWvwgw3j/feey8A3/Vd33Vxju5lBq+fY+ohedVpOCSWtC4dHSKHoGXpzwr8HthZi1KGT525hMDTrJfK/I5/Hd9df4DLgjK3RgAVXhd1WAlWeDKTLJsyY9LQy0M+vn45j67OsHh+BDGaU/Q8VCyxnkVHjlpmfDclEIVzywl6bhMerWn8ToEJHQ0KKwnaGSZw3U9QQ12IddoPXbju59C6V+QGrxVTNErOvSccdkxz6Zx6IklpVWxuWoILvA/L52NEVqCrITIusNLHeBKvk2DVsMta8jHBsGuMo3O5DvJQlFsYV8T0XHdZpWbTJQghSJs+ohiK5b1hMWchXLdY4TZYyGGHve1RaEEvVQhpeXhhlmYl5pP+YS4vn+GH6ivkVvGxwTivKc3zeHopl0dn6IYRjVLCeKmHJw2tuISoFgRRTtyrErTdxCsvS8Bz9sZDO2OZW1dsVUNMycPv9r4h1+r/Tvh61yKVGrz1nMF0AHZIkawMtRWeay4kUwYVC5phhic1d/f2EusAqgBfmU70pQhljkbwqe5hji2P05hr0+mWKNYihGchFBQ1jdfzCNeH9KIh/IHBb+dgfbxY43dzTKhgaOFrAuUaCxvTidBpnKwnnYjdV64I7qdY9ewLu6aK+38vNtQ7BcaXzo43ubDNh5cYvAEEnZy85iONwW+lmJKHF2tUP0OXfXTZd7orIFrooysBRkms75ocJlSoxP17OuIR9IY6MQuVpYKkqUhHJDK3w+YC6EigEkHe0GRN99/9xQpJPaDVK9NvBrwv/1Z2l1eZVg9w1fNoEbQ1KCEZVxUuDedp+WW0lSwXNaYrHfaPLPN5sw+9HBItSnQkCLpO5+fFwyZOahFDi3GZanzz/DrDLXxz8fWuFbERXFXNaISOLqUtlD3Jockqd59tca7j9Cr3nG0TD6mYH7jnDNftGeWeZ1bpLK9z6S3X8eQdD3F6Yo7pXSMkg4z6aJl7n1qmyDW/9fkT7Bwvc76d8Nknl/iF77iMlUGXRuhx5XSVTmrwleRzp9b59v1jTNgeujrBXGceEzaZaj0KaY3lkQOMd44zsnwau/NKBrtevdmZnq54pNpy/3yPA6MlLJbYCMDiS0FuLDE+lXKTkidQ7RWSkQoragQtYUqvIReOctXUXuTKOUxUg9Kur3r+7jnbZT3Jeedl49y/MGCy7HH1mOC+lYxt9ZDRyMMM76NGpEgKy43qHB1vP/3cIHDFThJO0FkacGCszNOrCa/bNwZApCTve+MM97Z97jvf5eBEhYmyR133+K9PrXJopsYdp9b5lp1NttU9AiXItGWQG151YBy9z6KNZawRMbFnD/PHllh5+l5e8wPfy/js9+L5ilMLXdYXusTri6y259DGsr7UQ83W+fijC5QCRTbX4PBUjR2NkIMTJU62MqaqIUdW+gRKcMuOETJt2KF6PBxvTWC/Gl5UofLxj3+cH/qhH2J1dZW/GcMihEDrV+YirdIC2S/w+o4GpgP3pWqH1+Fg2glZTQgiH1IV4oBYWOpRwtP9SX5lcBs/MHEn31rSfHwQook46K9QkYZlA4eCEv9yx0e4o38Jd5/fCVYQlFPSWKGrTsiZjULltCLoWmTOJud9g4LlxQVFyXP6jGQoVhViKLw1Q+GrJB+JkJlGAiIpKMZKaF/iDQp0NXCTFSVdkWKcjkSlTvirQzelkZnGu0AqRNYM8bouG0H1nEOPWu+DlKA8yHJsNUR1U8zG1GRoC6piZ1NsfPc78SS65KYoUruJyWAqcDbAoSQvC3TkJhtFSTCYcGJfcB3lomQRhTvuUi3lHfse5pH2Nk6tN5kMOpu0vA/3m3x3tcP9qc+bK0+yrEuMqAHfOn2EY4NxHl+ZRrr1n+JMBeFBUYagAyq3m1oDUViyZojQFpVosmaI38m/7P7awnNxUdYiATp096rKLHlJDDfBjvqVjgjUwBWwy60qB0aWeWBtOxOlHgMT8P72NNN+i7eUkxf8Nf945AyfS+B3Vm/G8zSjlQGt5SqUNDYE61nKR0JKyxY93E/L2FHArBROryVwBYhgeK07QbdQArRF+9I1GQrj7iFrQQiKkQiRGQgiZ+gw5HWbUDqt2tCFqygprIRwNUXFF/b1IDSuQWCcc5cJPJdtkhvymu+Kf+M0P6qVYT05NL/QSAHWlxRlhfEEQadwjY+Boz9mNef8lVfcv+sIknFBed6SjAvyqqUoW/yOcgYlTQ2hwfML9k6s8Ft7/hefT7bxdDKDFM9/L22YYABcGfS4Mw04l09weXSG+foIf/jUtQhh0ZEhrwmkFmQ1p1/COlqsWzMUoS8wYz60Bxd07rbwt4eLsVYs9QtSr87DC132j1W451yXG7bVyLRhWz3iyqkKvczw1Eqf1x6aopfkfM+r5rjj6AqNss8//Qc38djZNovbduL5kmsOjNMa5Hzxi2cpMs3+K6a5dLbGfUdX+ZZ941zx+n3Md1OkFFwy7ihOPWGYq0dcP1ulJjIWsip5r2C7F9G1AbWZyzibR4x6AqEzzPZDJCW3kT/dyVBCUAskcWG5ea6GAcp5F6MC6uceRI9ux6uMgTV0wjHq3UWK0R30UsNYKEiNwNoa+b6bEIBaP4dQ/guetw3csqPOQr8g1ZYdjRBfCv7iRMxUJeCJ5T6Fttyys8HDi33eMKGpByVMbYqKiVk0PtrCWqw53e6xa6RENZDM1gL6ucfDC11eu2uEY6mHEgW1QHH3mTZXTtc40dJcPlvn0fMdfujabYyEisV+wcMLfSarIcfXBtz9xBJRJaC7FvO2W3bxsd/+fSYufTWXfeu3cf8n76U5t4tBu430AoJyxN5XXcFks8QTjy/y9O1/ypmJ7fzYP30n2liqoccdJ9bwlWCQG9bjHClgz2iZ5X7OBx48y0/fspvfPJIypvKv9VJ+xeFFzaf/yT/5J7zzne/k/PnzGGOe8+eVWqQA6NBDZpqi4pFXFdYTBL2hviMQhC1LuO441QC9tTJ5L6DIPEpezk2NY9xQP/7s6yF4Szlht19lh1cdTlng5kiSGJ/IL7j8wBmktGzfs4zfSFEDSbiikLmjlxUl9yUqC9eB9AfGFRv9YrjJca+5sfFBiE1xutCuu29Cj3S2iowLgtUE1UmRuSavB3idBNVLXUjbkL4hCoMXa4J190bD1RfewG3A72Sb/HpTCUEK8qk6phZhQx/TKDvufcl3FsQWNymxYANv873EUxE68pCppqg4HU5RUhQlQVZVeH097Ia6c5SMCwbbLPGk6+AWZYtVFutZUJbQL/iHo3cxU2rzA/u+yE3lo5wuejyd9zmTj/IH3TGWdY0ZFfDqSHFleI7DpbNUvQxrBSuLdbxAYzwnlg7X3fVghsLgIhJuoxZIN4XyJH4nR1j7HPrMFr4cF2Mt2jBi8Htu0uillrCr0b5zgotWoXLWabzyfsC953ew1i9zZGWS1Pj8ndppbghXL+h3ncnHGA0HvHX3o4xFfS7be56dcyuIWOGfDZC5oxDFE24zHI+7AqooiU1xf9oMKKq+m5wqsWmZa0KF1y8cVTIdGjEM/4jMIHN3PlRSYAI1pIk6qphKClc4FNaZgoTqgr8dvLhw+Sd2OLmxlrzqYf3hpHZIiRXGBaxaT6Ijzz13aOChhtqWrO65dWnD2EBbijIUobtfvL4lWnb3bl51VDk9WiA0FBULvkWFmjAoiFTOjFdlRA742fGnuCKINo+5Z55/TWqqMpHIOZ2O8QvHv4sTgzEa1RizGOG3FGHLHYcc7i3UcJ31EkvY1sjM0WuDztbm46WGi7FW1ALJ+W7GW/aPcjnzHJooIwWcaMXsbZZohIqddZ+FXsob9o3zuv3OweuHr9/BlTtG+MLTK9Qij5Wjj7DwxEMcXeihpCAseVQaIZ/+7fdz79MrjDYi9o+VGeSaVBuOLPXIjeWOM22UEMxWXRNhMfO5+2ybBxe6fGReoKTgvnVJ5AmOrCScrB6gX55kNS4ojCVU7l6s+JK5IKMUr1BbPYrqryHv/TP0xF7W/DHWUktqFSOn7uZp3eRUV7sizQg8KbBC0ssNSwONGZnhlD97QeevlxtCTxBKSz2QhEpw6XiFqWrAm/Y02d6I8KRg90iJRVEnESFJ2CD3y4wP6WVTFY/XNWOW+hm5toxECmvhyukambZUfMntx1Y4PFnh5h0jTFZ8Lhmr8NpdI8wNPyMLrMc5vUyzHjuBvdGG2WaJhWPn+OAnjvLWn/gh6hMNaqMlymOznH3wcxRZzPkHPkFvZZHlsx2qkceOvWN890//I25465u49+gq33vlNrS1/OMbdyCF4NqZGgcnqnzLjhH2jZaohoofuWEni72cw1M1Lh3/cie6LTwXL6pQWfp/2fvvaE2zu74T/ey9n/TmcHKonLo65ySppRaKCIHAMGBswXiwPXjGYJu77nJcNk54zPXCvmM8AzYM2AZsgsHIAlqApG6pu6UO6lzVXTmeOvnN4Ul77/vHfuu0Qktd1m1sS6rfWrW6+tR5z/u8+zx7P7/wDRsb/MRP/ARzc3Nv9fV8Q4fMnYSumUwQxKSTr1JnCOZPUDzGB5UISCUiloSFjHHusyvY5mIyxU+f/yD/or2XGdUH4D8Py/zHvjMt3NJDPjYsklnFvvo2gcy5fWGFceaT9UP0optEZCWH5c5KgnwCY5G5JQ8luqDIyp7jsjRdUZKXPHTkYSYQERMo/NYIGTtVHnlVSUsJ8kaBpBGixi4ZMgUfpOv6WjX5WRNIVrg2REzcmq8lTKBQvRjZHe3wM+TIJTvWV6jWENkbg5QuwRqmqHHmODORmpiuuSmRCZWDuE2gLFFHowPBYNHHTBpAOhATKBjocOIOb0BXNKaeUWkO6XaLPDI8TChzTg7n+cP+LfyXwVF+dvNdzHh97okuAvB04hKhC3mDl8a7yIwi0woZaLKRjxoL1Nglv9Zzil8yc8mOzAwqMTvQGAATKtJmxPX46vFWnEUyNS45VgITSpKKJK4pymt6h7OhC2ACixi4e3Kc+CxUe/S146VsasEv92a/4mcn9ksT1tj4vK/5CvvCTd7dfI16MCbOPfzZsYNpWsjKbvopcwdJdGpkuOJ6qMnKkqwsyUNJ0nAkdOM5FS2k2OGD6IJP1ig42FXBwSLlKEOkuZuUps7hXU2U/NxaaLxB5hoQo2vbtyJ1k1wzKUBMqIi2XCFgfIVM3dmhQ1ccZWXfCXckrrkRN303gfUFMrNOMCB3kr/GE3gjd5a5aZITBMlKoGKBbmb4hYx0SmNCQ322z67ZFuUo4Uxrmsv5gNj6PDqWtPWIDT3kMzGM7BsnpmeyAZn1UBgKXsYrmwtsrtQRuSDoOIGCoA/+2BJ23Z5VqUUHgqCb4/dzvJHj8F2P/7HirTgrPCnYVQ2RAnRllk+ea/PJcx0+cKCBEPD0yoCVQc4w1UwXfc62RmTacr7jVG0CT3Jha8Tt3/4wUWOOZ3/vUY6f2iYqBnzgHXt58KM/zIfuXibNDZGneOzkJs9eaFMIFJ+/1OPZix0iTzDKLPXOWYSAG2fLvGtPjXfvrbE2yCn6inqouLPY49XNIQWh2RxltMY5u9QQISCyCSId8ninQD61FxNVsHd/Jy1ZYWucM9c9Rfj5X0cEEdMFj71FTTVUFEYbeOkAf+Mk9fE6swVBUlkg9K7tfq+HikhJPr865hNn2og85ojc5kInJtGGA42IYxsjfvvYGkrA2jDn+OaYVFsCKbjSzxikhnVvmuVq6IQMRjnzZWesuDnKWBum/OX7lplmSD1SDFJDwRM8cbHLONP88nNXOL454oW1Hi9e7nDLbIlGweOD97li8q6HjhKEHpXI4547Fvn2Oxa5+e5ljn7b+1k+uo/arqMcuPMwR29fQBtLrxdTCBR/+r5d/LX3H2Z1kPCBg9NEnmC5GlH0BfsaIYGSaIObxjUCDjRD7lssseynX/f9+K0SXxf063u/93t59NFHv6WJ828UIjfYQDhZ2RjXHcycZ4rMXfFwFepjJt1661kCP2eYBjzRP0xZJRyobnEpbvIH+W3ElePcHa4xpwqs5mOOZzVKMuEfzb7Mv/T3cDFpcmYwTeDlkAls5pGVJtOTvsAG7n39viOiWiEIu25yMJr1kRryonRQC2FJm4HzWQFM5IqZqyaKJvIdlGTiuWICN22RqUZkeqKc5DDvjrPiIFgY8yYr58KECjVIsVJiSz4ic+pdea3g8N/GgqcwpRA5SrGlABN6ZNUAE0r8QY7xJGErcTCyYe5Uh3wHPRE5BIOJYVzuzB2Nj5Nm7QmyEiTTmmBuhFwpYSNNszgm8nN+4ezb2F1t8/DUCV4dLvL45gEOVjf53vIaL6YBEsPvdW/jP2xHXBo26CYRG60qytPYTkDQkQR9x00RORTaFn80kSQeO5Uz4wm84QRGA3idGJGM/8Tu12+GeCvOIqEd38Af5mRFj0LbeZboQLiO+cAymhfIVKBLmnpxzDAJWCp26eUR57IBi56iqQa8mo5Qwu6YB4biSyERP1Jb40w2YFMXOJYsUfFjOoMCaT9AVA2JdoRtcAIYWckpkBnluDN50UGhAEeyTw1ZxUPFbjrqphXKFSWpBqHcvko0eTlAxTl5KcLrJ27vjnNMwcMqicwNqj0irxfxV/vomfo1rZ+JJtNA7QptmerXhUUyjVUTwrx4XZ4bQJdck8QfuKLBhu4a4qaHSt056SBVrljEQj4h1AvjztRgJSCdFxBq5uc79EYRqVa8b+E1fKH5e1c+wA3lVX688RqPxxU28yrvLFxiVr2u/vVSGtM3Aa8li/gi57PdI5zqzrDarpJtFZCpwB+6BoNMJme4cqpmTnzEfSCrBEnTJ+jm5P41Sh1ej/9m8VacFdpYQgkyHbGeh3z3DUVaY82VQUakJG+bNnxyfcQ9SzVSbXnmXIv79k/xypUu5chnq5+QjjPeeesCJr+Bhakia+0xt+6p8+gXruCHik8f32CmGvKPPnGCm5ZrrHXGnFrrU498blqooIQg1QZdnUdr5xFSsTGXRj6RJ5BCsjrImCnOct+yJUVyW2WEDXw20zL78ivYtIwpNhhtDklFgF+a4nQ7ZbbksbsaEIsb8EtT5FGF5niTVjBDyQfjNdhIFMtGI4fbrPmzzJ/7FOUj1ybvnBvLyxtDIk9y12IVkXQRWcLt83OUfckwM0yXAh7Y3WB7rFES5so+5ayHHLWZKuyiHEh+8/gGP3TrHD/79ArvOTC9o4359OUuq92YP3vHEqt9STlMHO8FuH+5RmYsN86UyYzhlctd7tzT4F8+cZ6XLnT4vvt2AzBIcu65ZY6nXlqjvdbnV579Aw4+/BG+9/2Hef58m+kPvg2A82e2aU8V+RsfvpGVfsx0MeDVzQEP7m6QGctzqwO2RhlL1YhT20Pef2CKfTWf1rhAK9Y8er7DQjnkiVPdr/t+/FaJr6tQ+dmf/Vm+7/u+j89+9rPccsst+P6XPox//Md//C25uG+0SOshoX19soCAvCDJJxANK5zredJwcprWU5jQkKQeuZY8197FwcoWb6ueopWXaeUlnh3t56Gmg4O9nDZ4XzFjQw8ZGZ+RCTg3nOLly0sI6TDdopBjKxniQoSwE/O4ZOJ+XhaEPWdqp8YalcoduV4VO+1/oR1eP+ikYFyRghKOJ4LDk6vehKge51hPYgBpnZEbnkSNcuLZAuG2g4hZeW0PbX+15wqR0EfGqVMSy51KWVbyHTF+wkPxcjMxgZQE7RjrTwzkUkNe8hG5JWk6qV8dSIJuznDRR6WTBLD8upljXoS0ZlzRMpWQZx6mYCBRhCrngwvHmPO7PNY5wi5/m7NyBk8Yvrv5HKHwMVYzpYZIYdkTtVDCckXWMA3B+kYNGxqEUU55LXUEXH/kpmwmEOjJPWM8N40SuTOqtF6EGV77NOpbMd6KsyitBUQTSV2rBH5PY3xBVvDwYstgSTpvIgQ6lLSHBSqFhMQochvxYjrPLq/Fd5ZGJNbnSp7QNeOvqjK11yvy2fE8//biAxyobZElHsXGGGsF6biM0AIVu4lbXnITP5Va8kgQZO7eMMp5BF2V3c4qCm8sUKOcoJW5wmOUkVcCB4EsqInPk++aAZ50BQRuj9vQGamayKkW2UoRObw2yKY3yHYgXDLV5GXfmZeO8p3JqsiNEwAIJF7fnR8iNaAEwTjH+M53ykzOybQsHdQrtuQlgd+36IJAh25djOeKt7SpKTXHFMOU3igiHgeYYsyVpMY/XPhjZqdLPDIK8VDE1mdoQha8L5Uo9jHc6MfU5Tk2dYlby5c525+iVEhoqwiZS8RkGxa2X2+6XIXppTOS0oZTdvRGBpkbvOtk+v/h4q04K6QQTBc8rAVloLD6EksqIJ27Aa91gVNqgb112FcLONNJqRd9njy9hZKCQZzT2RxSnynxS//uM9zwwI0M4hzlSZ47vc3MXJlL51pMNYtcaY+xxvI7J7d44M5F3nlohl964jz//E/dzObE9PFSGvLyxoDQkyR5yPHNHu/YXWdrlNIoeHQTQ2Ysic45Mr5MNnuYUAk2CotMexljq7hvucIg1UznLaBGyXdGluPcUIumKWfOHLXgCYaZAelRjyR5Yzf6yd9m5j03I2b3Ur30LBx96E3X70Ivw1hLo+CTG8sJXaFZqjOT9xGjAVW/SE3FmNkax/uWpUrAMDO0ZAVVrbDYPk0+e5jZUkg71nznDbM8cbHDkekS26OMRsHn3uUa68OU2XJANVB0E8182aM11jx9vsVSNWJXNeSvvfMAv/DUBb73tkXObgz5v3/nFY4eneW+A1NMlQNOrQ+QQrACzC7X+M0/OMHSwSnyVBOPUqyx6Nzw+LkWC/WI1UHCrfMVIk/y4lqf+5dr7KoZlBAslAM6iebzl7vcuVChGSke2lOnESkacoa/+3Xcz99K8XUVKr/2a7/GJz7xCQqFAo8++ijii0zphBDfsoWKN8wRvuemCICKLUGSkxfURGbU4eGL65b20YlBWU+RJSWCvV2a4Yix9mnlZfo64u3lEzsu9Z8cK95XdDCSWVViNR9wc+EST7QOsDDVRVvBlV4InQA1EshckDTdJEUHLjGPWnZHrng05xN2Ha5c+y5BU4lG+xI1kSM2xQkXJNGodg+9Z8pxUIxT1rITYq8cpeRVB1GynsTrJ4TtCdysH2OK1+j6u1jDG2aIcYYN3UPEhAp/c4gc+ztARTWRO87LIWiLN9DkVW8HvnLVwdvBTSQqMaQ1D39kyYqC0ZzEG1pk6tZCxaCLBlnJyEceYqQgcIaR5zabLCy1ub9wgf/viXfzNxceYbbR55bSAjcH20CZOeWmHstBm1ZeQltBbiWdQRHRDhxuPgZ/cLVIcRcadHPySJGVJf7AEPUyp8I06cYKY0FeVwT5WvFWnEVerMFz3X0dCfKij8wswcA4GdyeBengWDa0xKOAJA7QRrKvvo22r8MeJPIrvHW+PJSQpNbj2+ZPcHHcxGSKUaeAavkIA8lsjt9RCOPI49GWu3eEdo0Pldodn5e84JGVJNF27mCDXyRcYSMPv5uQVwK8sXZKfdUIYQw6CkA67orINDLNJzLfAq87RiQZ1r+2x4OOPDcZmTQMZOImUsaXTlFMCJicC3k12uHAKel8VnLlEbYShA2wyilq5UU3hcmKkqDjpMTHlcka5+53kZcthIZaccx6q4rnafwgZ7NV5fFRhL/g1uLT/aN8oPgCD0c9sqgNfGkBuegJWlozowRrWnBqPEucewxGIUI7U1iVQNB14iRmsiw6FKjUUtrQ+P1Joyd3HECurca7Hv8N4604K2LjDAanIo+NYcJGeARjLXsyQ80LCCcNvZ9+/CI/cOsCty3XObkx4KlTW/zAA7tJcsPJ822WjuyjtdrnxRefZ+HGW2nOV1i93GXcTznxyjpR0ecvfteN/NbnL5LkhsdObfIjb9/LbNHjUi+jHik6sWZjmNCIfErNAg/vrU8c7EMyY5kXA67IEnVPYbOIvpY8dqHLh3eHoA1j6zNtB6RRjTiYYXttyHLVp+AJGiLFygA5atOr7eFcO+GW4hi5uYnX26K9536qb/8+vNVXyJt7kX7ItbQjD9ckviwwX3bF3jg3TMuEY/2IUeYzrwJ8r8qsL4g8TcETZEbQTTTTBY924yD17gq1sIa2sFTxeXhfg1RbfCXItGVfPWScWV7dGrIhJf005/OXU957oMlty3XmSgG/+9oG+xpF/vx9e5gpety0XOOFx1+ju6fB3qkiu2sRF5aqPDfOqO+5mdb6gLDgU/AV+IpzL1+mMlVFeZJPfeEyP/GdN3F8vc/57RHvOjDF7lpELZT8xrFtDk0V2VOPiHPNUjXCACv9jIIv2RzlBOo6TPTN4usqVP7O3/k7/IN/8A/4G3/jbyDl9UW+GjLXeKMYXSjvwI6ysue8D6QzfRzOX33wWawnsID1LaNhhJy1vNaZ5Vhrnv9t/6M7RQrwJX/X1nX1puSQQOZMFwbUgpgrK01U4jqwGIepl6kgrbnu39XkfccoLnREW6knngChIisrgm7OeCFCxRMFr1pApJ2fivEkQkrUwEFHHKRDoAsewcYQGyrySujw577r0oprVK7yOzG66COE7yAiaY4aZphi4JJ3gfNTEcLBVaTAG+Uks0X396GDqCkzIfNKR4C2ymHf04okrQiCjiWtCbKKU3ZKqxY8i1gPoeq8HAgMUSVhpjrgxaEbCXvKcNgv8bG0iMTQNYp+OqJvQ+4IJHN+h3937j7KYYIUFp1LvL4gnTETmdsJWT8SqBSSukuI/ZFBpWZSYAlk4j6HHCRYeb0z+7XirTiL8kghrZsq+n2XYKdV6UxVA5fMxFOCrGKxnsHzDFk3JJjKaSdFOrrIF/Re/qBf5e9Mv3ZN77nkt9jKKjSDIV6Uk/cn3V3rmhd+b6I8Nvl+mdsdmKJVgiycXHfuuvgmcByPq87uo6WIaDtDZAZ/c+QmkYGH0AZdClDD1MmNFwOnJjaBZxpPYusF/ItDCK9NyQdAjXPySuhgdIAaZ256E+sdSFrWKEwgaQZd8BjPhaixE8XIqoFT7aq4QkylhqSiCPuGwbwiaUK0ZcnKgvGcO0+ymiYop6xu1JGeIUs8lK/ZM7fNVDTkqaTBotdlK3m9cIzEVz7yarLAP1i/k6Wwgy80W0mZ7V6JrBfi9yR+T+zIVusA0oog7JoJlNY1pPTEiV4aJpPp6yIY/6PFW3FWvLoxgi58ZFETeXUKvmCQGnzpuBq9VkLRl1zYGvKZC20eO7HJR+/dxfPn2/TinMPzFV5+bZOZ+Qrb6wO8qExvs41Ukq2LlxFS0Tr9HHM3P8RzF9rsX6hweqXHRx/ax50LFVqxZpDmdBN3/d9+aJp2rNkfX+CS3EvJlwjgfCdhsWooeJJRZrgQ7ealiz3evquGHFxiUNtN8/O/jmjM8kT5bh6e1kwXS9TWXsKEFZKp/XQSTaG2h5IecmSqjNy+Qq95iFJtkfp4ne1wjvrcDajuKja4NkL42b5hfxlamSHyHNRrqhwxXbTUJtLhZ9oJnUSwp+rj9VbZNFP4UhAowfpQ01Nz9NMBr22NuHWuRCWQnNiOOdiMeGl9yGMXurxjd417lyp88lyHG2dKHJoqcmrbNRQtlnuWajQKPqe2R+SmQL3o8/N/+9t5bXNAP8l5bWtIZ5Sxf7FK/YMP0OnFDHsJ505t8eA9y6gHD6AmTcRLK12+43CTOxYqnO+MaRZ8AiWxgLGWoq94YdXxjR/aU2eln9JPNVMFn0dObXLX9HWvtDeLr2uF0jTl+7//+68XKV8WIneqNjI3ZGUPv5+RlRXCgj82JBWJ8UFIqJyHtCZI6pY80lgLraRInHm8e+kUB4INvlzr4Oc6S/xofQUlJH0r+Pz4AFJY/uLCY2Qozu9ucl7PIjJJ4bJCJQJdcB1IFTt+ig6E68omzpXdiy1BL2c0H7gEITGoWBNOZH9FbvAzZ6ooU431JHktJLjcRsiic8IGgq2hm8BMnKOFBRFn4CkHg7uGyCshauQgZ7ocoCYO806G2DiMeiVEjTPUMEWmiqwa7hDQ05rzaXD+L5MixXOfWyVmgnkXeImBLiRTgnjaYEODHCp00RDUErLEg7GiEKY7XijnklmONDfY0EO+swSr+QZn8yKH/DGn4hp+OKIuR9w5e4kXt5YYpz6V8pjWTEiwrVwCOn69G+uPjCPVK0BPFI6sE2LwBxloyJslbHJd5vRrxVtxFsnMoKybRljPJft5wXdTxnTiSyTAGwuiLZ/RkkIC660qjeqIi+kU3bzAB2ovv+HPfymNv0Rx6qU0pqOn+HP1LxBbeHl+kZP5HNoKgk23b5m41Ps9yEuQJYKoY3YKJysF/sjd006lSxK2UqxyUwy/r3e8kPJ65CYt5nUzRdWz2FCRlX2CTENmnXJfyXcNiXrlmqVWhLFk1WCyDyX+9pC8UXRclYLnzp3JZBMh0JHbDyq56oUkAEnYzqDpYzxBFgoHSw3EBALqvs/4IBNBMp8hChqlDF4pYb7WpzUskmQec4U+N1eu0FQDRsbncGkd4KuacQK8v/Yyj/aPMjIB0+GAvdMtTvQXnGJi5rhsJnOS4v7QQdJsBtp3n19dFWPwhYO4ja+rfv2PFm/FWRF4ktuXq5iCZE47vxElBAaIM8NsycNY+P47l/Cl5JVyQC30+Zffdwvn2mNWegkP3r7A/tkyT5zcYv1cld7qGdJRj8rsEn/3R+7mX/3+HgadmHPrAz5yzzKeFOyuRVzsJtwyVyRQIbVQsTbIkQKmC4qz2R6mQ8WlfkbBk9wvLtINjlDP+4xFkSQ3fHBvkWDtZdLFWyhmY7jr2zHS40DikxZ89hVgo3ALQkDNpDy/OmahEnJ7fhE7c5BH+lO8tzpGjtqIPGEgNIMUpqrLlNLeNa3fgZLhc+uaWmg5OhWylxaxnWOOLutJGW2dilecWy70MgRTHGoEXO5nbI1zZooeSsDyoqQtSvQTjbYwV/K50nfqXc2Cz5OXeowyza1zFQIpSI3l48fW2D9b5qW1AVNFn9e2hvTinPY44+yGUzo6MlPm//zjU6xf7BCV3HlRmyrS2Rxy4o9+m+bBO0nuWKRW9BnEOQv1iJXVHr/4/Cpv392gG+e0xzmzpYCCJzgyXeLIVMRMyed0a0wtlDRNwsWwyMVuwp+/a5Gsd22Kkd/K8XXt2B/+4R/m13/919/qa/mGD+sJrHKKNUE3JZkKMb6T2BQagqFzu85KMJ5xSj55yeJv+E6JQ2VYKwhlzs1BwoYe8uhY8i/be/jkWPGj9ZWd94qEZSOtUvNj3lfMmJJDSn6KLObYgiaZMowWX8dT6wjSulO5ykownp5wTqRLeoKudhKjuYNj6MgNcvOSm0zoCeEWOzGJq5d2JiVWCkScobrOsBFryctOCcwUgx0s/JuFTHJEopFJ5jqvw9jJI/tyxy/FcV4EWbOALvh4IweXEpMC5WoiJCceJVlBIqwlrSo3Telb8tARY3XgEiC/o5zj9EiSZ4pKdYzX8WhvVjjdmuZYd4Fj/QXuq53jmWSKn+sscTyrsa3LHE8rdHSRJ2LD8WSJKX+INpLhKKS9XSHYUsjUTdHyyEFIvImTtT9wRppX1eG8YY6KtRMK8JUrzq7LE3/NeCvOIhW7+ycrOVK6DqWD9SQTj5vJNtKBJZ6yBO2JO/x2yExpwO5gm5o3pi7fuKj84iLlahzwN1jwyuzzy9xUW2VxtkN1vk++L2a8OyMvWnTkJnBZyRW0o2lJXHect6umh0ZBVlGu6J2o92EcnE1oJ/WNEA7SOUqd2les0bUIqyTeWLtJi7XYwMMbZqg4R45i5ODa8EvWE87lPnOywslChbzk7ZjDwtVpois6dOhU+LCgI8eLy0qS8Wzg9qaeEO/NxPTSgt9nRxUtbWhEIrEjj+RSmXE/ouBlzJYHpKnHi2uLbGQVnhwd4rV0gR+qPf+G1311Mj0yKXv9DhpJKy3y2ZUDnDiziBgqvKFr9ggL/sidHTK36NDBS6+S/tO6h1Xi9Ul67drgrtfjv128FWfFoWaB6YLHyU7O5iinGa+TG0vRJmwMcy51U45vDtldK5AZw4+9bS+HpyKGqeGPT27yzPkWxy51We2MWVntUWo02XfP/RTqc2Rxwm88c5mNSz2G3Zh4mPLM2RYnV3r8nf/wIv/P5y/w3OqARydKY588u80wM1zsplzuJpRIqAbKwaVmD1OUmr4qM1PwmCp4fGEzpzN3KxqJ6m9g/QisYU92BT8b4Y+2URK6iUamYx7eW2O25BPP3QgqwFeCV3oSU2ygK7PsHZ9jqeJTW3sJceGN99iXx1bus1wJSHLD2ijnl85Bog1WKkq+JJo4t4ODiYWeYGOk6SaaU9tjtLVc7mdcygq8uD7A4MwrhRDsqQXcPlckUJLpoo+xlmdWulRCxUov4Yfu3sVcKeRTJzaoBB7PXuywqxbxO8+tUI48LrdG/OGr64wHCbPLNWbmKxw5OMW+uTI33zTH2//cn+OGB25hs5eQ5oZWP+G9N8zypx8+wEI5ZKkSMMo0Z7aHTJcCVgcpl7oxg8zQTzSVQHF8K+axLckL6wNunSuyOsh4Yes6auLN4uuaqGit+emf/mk+8YlPcOutt34FKe1nfuZn3pKL+4YLIZwPiLWY0CPoONlcE0jGUwqpwRuBH7JjwhhuS5AwHnqsDqtYK3ipu8Qv+UcpypTVtM5fbDxNTQZs6IxZ5dSEdntlZoMeelJr1mRC0Utp1odsXayjmznEkvEsyMw5NlvpICzeCLyRS4L8gUFHrkvrDZy8qfEdjMQq6TxH7CQpCtXEkNCRX9XEl8EUPHSp5kiyEziYmHBXrCeR19hdFJlx3d/JBCWfKk84Me7g0gXnSO91k9fft+A5l/nQFVFJTRH0NcZ7fYqTVNUO7C2tuK5sVoZ4TqNGjrSbzbrkp1KOmS4PSW5LqEdj7m+eY6QDPre1j61Kme+vHueWwJk9/lL7Xt5ePsHldIrYBvhCkxjXUdO9YMegD/t6R9hKCHtumpUXAoSBIDWoUU5e8vBGDjIn4xwTeYhvYV+ia4m36izSkYeciBh4I0PYlQ6yqQDjDDoRAqtcwRJ0HaTy5OosL1Z20fBHfHZ0mPujM2/6XjMy56lsGnBdvNtKF1mNa7yazFGrjhioiGzsCty0YVEjN3HDOuGHqO0S5XSy93UgySMwnkuOjXITRJVb1DDFRJ4rvoqB28u5QQcKL9VYY5FpTjZdxOvEzqjRWNdcENc2CbVSkEyFBO3UiQIKdw225OHFExlkY8mLPnmkMKEgF8qZbObW8U0KbproxU40QAeCpDQpFn03idSRa+x4s2OyQQC5JFgeYoxgLupT8hKO1NaZDfr8RPMlLuQ5P7/9EN9ROveG133V6HFgM15LZzBW8Or2PEnmQe4aF1aBURaVCPKCQAnXDAm7DhYL7r6Q6WQCbR0MTsvrDYb/0eKtOCsEzjRxlGpm6yF5uIDuZ7zYtuypebSkoBS4Jl/RVzx+scO79zU5tT3kh+/excdf2+CV823Kkc/26oDB1ippMsfRO5c4fXyDyxc7bBx/kuU7HuILv/Vr3PI3fowfffdB/o9ff5G1bsx/fmmVdx6a4cmz29yxq86rm0PuW6oCsJ1b5k0LOR6ShHv54/M9vr3R5/fbFW6eLTNX8nlpY4QxllvndlMWBusFjOt7CMhR/Q3qOiULZlkzZcoTRbFOoplN1nh3DXR5hhElKu1zmMoc66Oc5aiGmdp3Tb+D7bHbM3c0LD0hedfeJhe7KeDRLGh2xZdphiVeGJc51nKck7myT+hJ7l4sk2pLs6B4/GKPg80i64MUXwo6cU45kHQTTdGXgM+9SwFPXOzw5KUeC+WQM60RW6OUmWrExe6YhXrE8c0BK5e7BJ7kQ7cu8K8/cYLVMxvM7JomnCvzqd99ktH2CpXFAywe2sudN81y6646nzmxyd0HmqwNEnbXChyZLrLST1FS8OGjc1zsjNnbKPDwvgaLtku13uRyP2O5MuHeWsv2WLO7GnB549ru32/l+LoKlZdffpk77rgDgFdeeeVL/k1c48PtmzFEZjCFiVRnrMlq/o5Hgz92XVhbFPjDqwR2iBc1IhWITLJ2fori7JAk9xjoiIqMeaB0Cl8IijJgK3d62783itjrtbm/cIYj1YTPxyFNZSl5KUmuCKfHpGMfK9yDVo6cR4gzSBQIY3ckT/vLCn8E3tggCgqRWwd5GU9gXiVF0HFQNi/WqEGKMAYbhg7aVQ4RqfNi0OVgItHspkom8FAbbfCuUapzAhFTA5dcAa6g0w5a4ncmHV7rTBGZTFCktlgNOhKUVhPn5xBIdEHiJRabWQaLiqwECEdKDnrgD1wBM1qwyJHE1HKMFewtt9hOSsTa469PHeMPxyUORBv8SG0NcIXihh6SGI/XkkUimfGZ9mF8qXllawEpoLnUoX2xQTqlKZ/2iFp2YsJpKWzlJHWPoK+drKznPF+Ecb8fXfBRiUbGOVpdlzn9WvFWnEUq1SiTkkxHTmDBExMvDAcTHE2piemiay5YH9K5FOkbCoWUl9uLlPyUvaUWq/mLTKsCvvjqv7cFr8xHvMHO/0cyIzUKTxl6w4ggzMmVxQQgrECEltEiFFfdRNAqx5PwfKfqJ7SdmLu6RFlmIKxEZsYVu4lGFH0nSRx5iEzjaetI9NY613jhppQy1gjtpqJicG2wQxlr1AQm6mUGHSr8QYYJFVnRwxs7E1gV5wirJnwbN+l0MFTjoFTCnT3Gm0C8Mst4WpBVHddO5rjibatA0JZkdUO8WaC8MGCoAwoqY39hkzm/S1EGHA0C/sXCs1zds1fjYj5gt1cmsRkfH05RkT6f6t3IgWiTo1NrnGzPEi1ljNemkJl7T6mdp42VzkPlqt+LnMBlvX5K2gh31NWuFe56Pf7bxVtxVhQ8wVIw5pIqoa3Fa19iub5EK86peYaTo5Sj0wV+8o9Oc2i+wvYg5b7lOok2fPy1DX7v2cv86HsO0Sj4PHZkmtKt8zz3mWP83Q8+zH/Z2+DXP/YqB9/+bdx28xyNuR/k9PqAl0455a879zQ4ud5nlGn+wn178CX84ZkWYhlObo85PFXABiU+2Qq5s2q4da6MRfPgripxbqmFHpXQqWD1U8PZUcZyJWBKjohVAX/YQgQRq2mDG6YivKTHVlZgr3Jn1ai8SGn7FEntIKq5n9DEzHkeV9jFnLg2Gf2FskemLT3hUTUjVLHEnopidWQo+pKT+SIhknrkjBsBtGHiRZNytOnzB2d7TBd9xrmmFvl8YbWPLwUFX9Ie5+yuhQRK8dRKj19/+hI/8Z6DzJV95is+L64NGCQ5D++r84tfuMIjz1+h3xozmK/wrz9xgjTRTC1PMezF1GdLHHnwNo4/Omb/7YfYu1hltRNTjgacOr3Nu26Y5Q9eWuOOvQ0ONIs8frFN0Ve8uNbDl5KSLxnnhouyiog1Rc/xbG4up1yOivQSzfowv+b06Fs5vq5C5dOf/vRbfR3fFKELHtKXzoAtUo4X4Uustfi93EEZPJ88EhOIFQRbChXDaFcO0lIvjbnSq/JCsMx37nqBj/duY957EV+M+Xy8xFnVJ7MeH+/fSsMbMqdOcj6bpihXuaG0xktqgdj4WC0RBY0t5ugsJGyJHYlNKwUqNZii2JEt1r5EpRoBrm0kBd4g24F++f0M60vSqWiHnJ43S8gkdyZvkecSvG5CWiihco0NFTbNoPa1VZCuRlYLv8QoTViXNGZFp+iV1SJU4iAt1pfkBccD0qFy/BPhvlcYi8wcZtx6jiActQxpTaJDizcUzlRPQNo0FPb3GLSLNKb7tNeqPDo4xNsOnqEhLB8bNriUNflw+RWgzOV8wCvpFO8tGL6z9jxrusb5dJoPTr3Mq+NFjol5esOIPVNtWrJOtOZhFWRlB/8qrRvyoiIYaIJ2igkVWkmEvCpn7dzFneqS2vFUuR5vHG/FWZSXfLyxpXC5j65EZGWPtKqcGagRhD1DWpaEHTcRc6/xIBMki5qOLLB/bpuNpMxTyTwfKQ12kuEvj5FJv4IrUZcjjBUoaYjCjOEoxJsek28WEEaAdf47SR2Kaw6+edVk0Ph2omYnMZ6DJwnj4GwAedHH1EM3TZwquOleOnGKnxihIq0r4I3dgSLiexB+dU7HF0daDzChwPjRjqt8LlyDIeik6KIHQpIVJp5Gk4kLgD/Q5EWJii3ZRJL4qs+KP3RS6qM9Gq+nMAZEBl5fku+LuXnXKufbDXbXO7y6OUclSnho/2vs9bcAn4GJKcuvhN1d/b2Ewuee6ApN6fH7XXisdYhI5U7meBjgRRaZTXh+fUBAMJzwaiK3n4VxRVdWDfBiB0tlIs18Pf7HirfirEi0RfY32GsNujRFv7LMSidjtZ+w2k8o+oqNUc63HZlFCvi2/VOc3B4Cjv8Q3L8bJQSntof4SnL+zDYPve82/rdffJrOxhBrDIVyQGXSqFs92yLPDI+1xlxujfnzb99L5Em6cc76MOG7bphmkBrmygHHNkaUQ8V0MeCpy332Ngro+hShgaIHQW+FoDLHlb67h2uhx5l2zHRlRFgusjJ9GwbLkYKHp2NMVGXOt2xmVaYqFUI0SI9TrTH3Ni15UMbvr3NhUGYhakN95k3XL9MWbWEQazK/wGCcU/Ak8yUPr3WBQn0Pg1RzspVQCRRTRY/PXuiwv1Hk7mnJyAjetbfGi+sjzrbGzFdCktzw9n0Njm+O+NzFNj90xyLnOzG3zpX5Z999M5+90KYb54SepBb5VCOf3zy2yWpnTDxKKVVDMm24eOws1mhqc0tIT9BaHxAPU+q7DjPoxLz73Qf557/5Eofmy3z4oX08tLeBrwR/dGydd+6f4u27G6z2E76w0uU7bnDmv09c7LC7FnF0ukSgJHFuUFGVUmK40IlZrPhMF69dtORbNa6z4d/ikJmDfqlhhjfM8PsZac0jL7my2fiTjtxkAiAzXGGgLCKVrG3VGI9CLnSb/KfuXYxMwKeGN1CTBea9Lq8lC3ykNOCvT51i3utQl5JFv80z470cjVZoFsdUSjGl+hihDPR9vJHjw8gc0obFetC60bnWi6vwJBxO3HqOEAqQVXzX4Q+lI7VPEiCVTJKRinOYVskEAuZLsmZxYs5mUf0EmrVrhpCo2HVedaScu33k3lOmBqmdslFWcS7bxnMGiUkzcGpgsYOXZGU3SdEFRVJzDuNZUZAVJ34UYyf5mhctecmiS4Yk9l2Rsl1GhJpSJeZ8b4qx9vl09yh3Fs7zTLyLM9mAZa/MQ1Gf/zRssMcb88p4mfeXjvNE7xC/dfJ2ts410WfLnDyzQPGihxpD2LETfxqIay6hNL7jE5gJeVtqZ9jn91LUMJkoMYG+foj9iUdeUKT1kLxRcD421pGlhYWorZE5JA1BtG0JO85MtXBF4fclpUJKt1vkTG8aTxiOj5c4lo7Jvgz509ZuOvFGhO73FTOWix3eNneWpZoz/zJa7cAGhZ1MRDX09jvVOHD/lpadOEbY1fhjl9jnBTl5rStArjrX61CSFxVpI0AXPdKauxZhLH47BoPjllmLVeqa5YllZgi6OVaCLjiFQ4TABBIbSHTk3ldoizc2EyikW6DRjOc4KmXHvfFix7vJi4LhvBMfKax4CONUvtLZnGw6x/M1wyxgd71DphXFMOXumYu8NNpNZhXH0vEbFilfHkMj+aGzH+bz63s5trbASxsLjHsR/uUQv+f8bMDxhHQISXVS5GnwRu7MEbkTxsgjhYyd4e31+OaMi92Uy+X9tJqHeTmusDbM6CU5b9tV5YOzGXPlkC9c6XHjTIk7FyrsqwV8cN7yzj0NTm8PuXOxxtYo5b88f4XxOOOeOxZpDVLnzdHbYvnwNEf3N/m1f/O7bF3pM7+3wa4j0xw4MsPqSo9/+ekzdOOcf/258wAUPMnp1ojnrvSZrwR045z9jZD9zQLzJQ+ZjsiNRdmc7WgBmQy5qTDihqmQ9jinHvlgDap9iaIvKPmS892Uy7FHO9a0E01rrPnsyhikB60V3mZOI9IhZzspw+IsN0wXHN/lGiLRllnluDS+EtRCRZIbznVT8uYecmOJPMkNUwUONkKakcd33zBN5En+zcudnYRVCXh4X50bpgrMlgI+d7nHQiXkL927TDvWnGmNePxChy9c6bK7FjFI3fTlF5506/bxF65QCDx0bilWQy6f2mbx0F6WjhwgTXLWjr/AqJvg+Ypxr8XxR36Ln/uD1/iB9x/m1NqAp05v87lLHX7tyQv82Dv3k+Sa2ZLPnnqBmXJIP9Uc2xhyy2yFXbUIg0VbNyW61M/45Lk2y7WQ9WHO/LUt3bd0XC9U3sLIi95Etlehi74zMZtI0Dqy62SakRiMB2HLEm1ZvDEUz/tE6wq7HaITxZ5ai8woat6IJ9sH+LnOEi1dZu+EHwGghKGhijwUOcfr7yyN+FMLzzGKQ+rFMUE0IdY3tZss+CDyq7AK1ynUkYOTiAmP4ioW3ihBVpZkJYmwTnJTFxRZzUdHyslyjnLyklNHEtZ1EZOGU/7CQl53fgVinFzzGqrJJMStp5soOJWvDJVovGFOWnXEVZlbZGoQxhJPu4RepdZ1Z4uSfGIQJ7QrDK4q/erIkjUMedmAtGgtaW9UKFQShHIJ1IcWX+HWygrf0XiBli5TVyNeSBYB2DIpNwVrAIx0wKdGR3i1M0cyDLAFjS4aVF+hUud/oQOBP7AEXYs/tjsTqaTp1nLHH2ZCPBaZdgpUvsTrXHem/5OOaHOMME61L2i7e1WmhrCrXZffFwQ956sitINWgVNxG7zawL8QcuHyNBf6De4snmfbFNjrFfl8/Dq/qKG+tnzng5XTrMR19pZbNGtDhLCIeooVkJUNeckQzzpT0njG8Z2KWwZ/BFlBEDfUTgFjJejQFftp1RUbjrRunZ/K0CmCXb3vdMEnnis6SezUYAo+cji+ZsimzC158fXvvdqokKkT5/CGmrSiiJsexneNEB06s1nju+RfT6R/k+oX7VvjCoSk6T4/yqLKOX45pVEZ0YsjzmxOM1MYsK/aIjUef67xOSoy5aagsEOW/1rx8cEttOISlTAh8HP6rRLepo+KBcGEwI+FoO/OEedD5aZCuuAgrlJbhHWCGEwgcNfjmzPuSV7lbCumlve5TaxR9hX31DKqWZeWP8XWMOXb9jWoR4qZSHCmk/LpLYUQcP+uOgcaEfcu13jHkRmMNiw3i2yuOena6sw8m5d6vHa+zfyNt6OU5NBChX5rzLlTW1w5dZ6X/vhp3r67xmw1YmOYcmWQcaBRIPQknhS8vN7nc5f7/NIzl3hlc8yFxMeTAtVZoWn6XNIlVmyFK4OccqhYrvrIcZdRdZlWrKmKlEakWCrClJcRKcmhmkQJZ6UwOvgOTFhBZDHlQFLMh9TSNt1w6prWrxxIzo59wgmHtG4GjHPLINW0Y01RWX7z+AbtWDPOLSv9jBPbMVIIHtrb5Pn1Eec7KX90aotuojHWqa5l2nCmNeIXn7vC5y61WaiE7Kq5CuDxcy2mJg2/qXLAbz1ziWY5oDtKed99uzDa8F3vO8ipJz/LuWefBWDx5jvYPn+SYiVAeQFLd3+Qw/uabA8SCoFiqVlgoRzyffftpjXOeOeuMp+50OGPzmwxXfSZmyiG3T5XYKbosdJLCZQgc77cGGuxFuZKHq+2r09f3yyuFypvYcjcIrd7iNzid2L81ohoIybo5gTtFF1QRG1N3FAEg6sPOJAJBF3nkUAjxS+8Tj4vypSbKquMTEhdjvhM/whtPaKtR3yo6Np9iXXf/4cjn9fGCzy05zSL5S5CWPxSio0MybRmuFcjrFOfsvJ1h/aryXxaEqjYIDMntxn0Xy8arnZkRe4UeXRBklVdkaIjj7QeYn2J388xviSeDV3CzeTBfi0xwcvLzK2LN9SofkJWDclqIXlRkRcnkJzc4dvBJWVYyCPXzU2rakdVyIudupcjxbr/lynYgsYWNSIw2FaAV8xJYp8jS+vcOLNOwxtyIW7y/6y9nd9r3cZzo72cTWf4vVHEz20/yOfH+/jdwRH+QvNJtrIKd09dRAUGBFjPErQcuV+HDsJytYNc2Mh2yP5BT7uvG1f0idyJECClIzVrgw2ua6z/SYdVDgKlhqnjZ41ygnbi7rGJClXUcVMJmTnIoI5c4R90XeG/f/cGvjRs5BX2ewOUkPhCczl3+O4z2eBNrgLuql1gT7SNrzTTjT5CQD6VYyKL0IKgK0Fa0pohnraMpybKgQW3P4V21ya0dYXLZK+kNQ9vqNGRJG46iKYwFjV2fiYmkDuwpbyonJzwdBWRXJsIhvGc9LE3dpwrFRsHX7QQTwfkRYVK3B5wcsoTwRHP8U68CWFeZg4imVUg2nb7RWgwocHrS9CCuSk3ccq0JM0VM9UBK8Ma75s6xocaLzCtFMeTBX6xO88X0i8VotjQDoIzMO7c3NJDFv0OzWhIqHJyLSGRWGUROaTV1/ls3sjunNlyUnwFnRwdSrKS5yC+YqKAqC0yuS6C8c0YurnMH57cRPbX2SjtYm2YkkY1en6N/+upS9w0W8QCzcElNsaWrWHK81d6PLXieAvPXunz8Vc3ODpb5vDuOp964QqdjSEfftd+7rtvGT9SFCsh83sbNBfK/O6vf4ZSNUQqSak5y3DzIp+50OVDR2eJPImxcLmfcmS6SKAE/9uds1QCxV97+16UgOeu9FnpZ3Qquxj4VXwpOLYxJDeW8+0xl3sZ/alDXOxlJLllJEKmIkU3l7R1QNP0kXGfuxZKqMEmUoCJKog8YdFPib0SZ/IqFXVtxXk71kgBBTKq1sHLLHDjdIFBZsDkPLyvyd6aTyvOOeAP8JVT/yr5kjvnS2yNUv70bYt8+lyLxy92OTRVYKESsrte4HJrRCPyaY9zPnuuxd1LNW5fqvHbL1xhrZ+wZ7qEryRr3ZgkNyzUIh68ZZ7Pv7bJePsK1aXDvOfd+ylWQ+ZvOMrSQpWwXGF+b4M/dccSq52Y1jDlzj0Nnr7UYaUz5o75Cj///LqTgD40wzMX2ygJS9WIlUFOxYObZwq8sDbkxfUh5zqu8CpPvJcONK6PVN4srhcqb2GoUYaZqqIGTl42axYR4wy/n5KXPGQ2SZ7H1kGj0olG/1U0iAE78MjaIWfbU1yO6/hC8+n1w2RW0VQjPlL/Ah1j+JXeUV5KY36mtZ/fGczy73rT1JVztj/ZneVSv87hmU3CMEeEmqm9bbypMXnBohKXrAsNaswkmXFdzP5uj7ih6O4LiJsKb2TIymqnE6oSZ06o4smUaMKrkJlzfwfX7Q23U+elkqRwjbr1VkmyslMowjh1sXyq4EwSC8rBLYY5UStHRxJvpEnqHoNFz0m2agd1yQqCtCyJZ1yXNisL8oIrBMsrhrAjkD0PBNx54AKNfW1uWlrl4MImZT+h4iWspA2+rX6cE1uzDPOAmjdiT7CFj+ZwYY1IZsTW569f+i7Oj6d4anMvUmlXZApI69YVgNYltFJDcVuTNBzcS6YuEfPGOTLTmMDJMCdzRdeNjjNknGOvexX9icdVTpMJFHnJJ60713a/nxF2DUlV4o0dNE/m1jnDp67YlxpUIji3Ms3lzQZ/3L6Rp+JFumbMHw9u2oGAHZi41XfNG0/IdvlOS7+bF/jB3c8QKmdcuGv3FnuOrCETQdB1xG5v5HxdkvpkOpq/rmiXFScmrrmDgQkLKjXoSLqmwwTKaaVw+6uonO9T0SOZDlCxRhc81FbvmhsMwoAJBGnV3dt5SZHWJy7zvRyZOoUslTllrKzo5J9HM3IyvZ2oeoUTY0vPTXrzkjsbvZ4i2hL4bUV7UOSGxXV+4vAn+dCeY/z5PZ/lbTNnOZfMEJuAC7ngu8sbXEynyOyXToSuKiYWRMDTScbxrMRmXqHouYJsvtYnnBqjxhNRj9idz2HH8YFG005KWaZOxCMrv95EMEoQtGOEsSTTISa6Dv/6ZgxTbPLn7l6m3TjI1lgTeYorA3f//Oi9y3zsxBZTgWVQ203BF2TGoKRguhhQDhW7axE/cNsC08WA23bXuWV/k/e8ez8XtoaEnsQaizEWkxtmp0t83595F4NOzKiXcMOt89z5ke/i333uAj//xHk+fWKTf/+FSzQLPr/w1EUCKfjY6R73LJSYkm4yvLde4MW1PmdaCZXhFebkkA+GFyh4kvcu+RwupnRiTSWUVEJJabzFq9sJ68Oc1UFGS1ZASMorz3NFNojOPEk3nGI0fZj1PGRlkLG76iPMtU0Fpgse9UjRyT0yv8jnLr/ewNk/PofIU5QQnOumVALFiaTEbNGjEigWyx6dWNNNcgIleN+BKR7eV0dbixSCoie4eanG6iDBU4JxmvOXfuU5Pv7yKt1Rxn985hKRp/iJ9xzkvgNuAnRhe8jnj28w7qfU99zMcPMST7+wSm9rTKEcsLLaw/MlYcHnXz16hjQ3PHhoml977CyXWyP+9O2LZMbyvgPTlANFN865a1eD33x5jcwYGpFiZWj4/Eqf+XLIVNHngeUK79hdZ5Aa/tXnL9G93tR407jern2LQxcDl2AqlwjoaujUcIY5JlBYJQkGzqAtj1zRogP3oA87lnzNAwltv8pWpU9VjpkuDLgUN3lMHqGvI/7W9Am+q3KM3V6ZW5tnv+jdfc7Xj2Os5OnV3axTJvByphZaGCvomCLFVcdLSaYsauw6ssI4fw+Ru26gFxtk7ojDJnBJtbCWfALZsErg9zKS6QC/ZzDB6x1amTtFnLQREG4nyMCHa/RRcQZ7rydVJlSvOz7ndoe/YgKX4CAcBMNKVwzEnlP5Mp5LcNKaxQoH4TDGJUPjaaeEJjQgLftK28xHfVppkc1xiXfOnOJy0mAzrXBLbZV/e9sv88T4IO8tvcbv9m/l4/0ltuIyD8+c4B3Fkwx0xB+v3cBau0LWiSAwqKFEJYCYyEBP8r08lK+TsSemmzKTTi1u4hXj91LnFq4toJH964aPf9JhlEROTEr9boKKnWeQ8Z18btgz6EDijw155H63xXXnkq5D13G3l0OymuHF9SVuKK3z/qLTnDyRTbHbGzO2KWUZUZOFN7yGt0WSM2mXP1y/kV61QKhypqIhm3GZfhI6R3pxFT4KJrTkZWfeGHQgKwn80YT7FoA/crK6Vjoopw5ckeIEPsTEyd53EwvlOC1XIaoqzjHVInKre03rN57xHRF/AolyzRgnuZ3WA4JuRlb1kBPzTKnBZq7AyiqOB6JDsXMNJnCT3rxgUanAH0ygoGVDtlVku1zk/cWL3Ble4oqu8PJoFz/QeIo9XsZzSZ1bg4y/P3OML+7DfXKsWMvr/JnKNkpIbvZz/kXrCGdGM5zuTDNKfQa9AnR9VACyy0RBzTUcorYhnnIFFn3wBhnxTIhkwlWxTuVQaEPQy8ivdYp8Pb6hYmwVu6s+w8xwpJiybQtUQ8XmKCfVlhumS3QyiSctmbbcOFNiVy2i4Em0sXRjw2zJ55VRStFXLDeL9OOc+2fLvHKlS3WqyLifcGB3HYAXz7aIRyk337lI4Em2c0OqDffsb/LArjqPnWshgD9z5zKBEjQKPn98rst9yxWOTsOVQU5mDC+u92Cuyd4oZFy7kcvdmKBZoBxIFgLD6sgQ5xaZD4EqAhikOUU/ZCst09x9J1FiMEs30Y0182XJ4vAc2cxBNkeapf55qDTedP3++Gyb2XLIXCkg1oaZUsChmsTbOk27cZBavEnBL7BUDlgdOsnhum/IhUc3MTQLimbkk2rLvpqPHG5TKdT4zVfavP/QDB8+PE1mLP/nE+f56F27mK1G/PvfP0GxEhBEPmu9mF6c8au/9SIf/MANbPQS0nFOEmfE3U0AppfuJU813e0Ry7vrpIlm/0KFi9sjakWfu5Zr7G0W2d8ssjXKnJpaIJktO3n4jxxp8puvut9zKe9TJuGlzEdJmCl6EwllQaAU33F0lmcuXdcnfrO4Xqi8hSFwybbItJMBzTW6EjjCpXY4bte5deo2wI6hnExdgm0VZDWHxz55ZY6/eep7mV7ssjqscm/lDO8ongRCKuKNk/+STPjR2U+TmPdQUBndrMCJrVni1EdIQ//OGLkRoGKBLlj8vuvK+gPngO2NBXHTPZCjbTNxsnYeB1dVuLBgQjVJPOSOmZvQrpjwh65AkKkG30Nsd65p/WRmMEI6/kbdwxsZJ04gxE6RsrPW1qInOFeVMDHGm6h8Kee/ULrkvC5GCxZvIEimDaPAghGIZoLvGR5bPchypcMoD3h4/hRKGO6tnOXGcIVLeY0pNeQdxVNs6gLfUX6ZF3u7eHjmBAD/sX0fZZUQeRmFKCNPC/hbPmos8EcTPwn/dQO7sDeRvB1qdKRclznOJ2aawmH6NZjQQ/VjdDmE9NqUl67H1x/CWtcBj3Gy1xOvEeG9rkyFEKQVOYFLXjXpdK/PKpDO5GAEntI83d7L/9zdxXKxQ18f5gPFlymLNx/v/1B1i8vpSW4srDAfLvNCdxmJJdOSwm1tOltlSCRCT5JgCVa55N8NDwRZEaI25KHja+nQFcUyd9+rEoswxhXKscUb56QV302KEu0aABZkf3zNIhj+yEzOsYkiViBASKxwU8us7LgpeeQI8+4a2Pl7UnfvoyOIttx+TpoWXTDYoSSfznY+b7kxIvJy/l33Fm4rXOB8OsPfmX0SH0VRlnhf8Y3hanu9Lt9WcFC80aRzMO332fZLDJOA0TDEptLB6wTEM5ag48694oZ1jvQDt37unoFoMyGr+E52OTdYT6IjbyIWcJ2n8s0YSggGmaEda4iKjBPDbP80C1N7WRkJ7qulZEGJzXGOEoLXtkYsVEIKniTWhrPtEZ893+J7b5rj8YsdTq71efGVdQZ3L5HmhizRLC1V2TNdQhvLhbU+Zz77B5Tr302tUcQay6ufe40HD03TjXP6cc7p1ogkdxyNozNlrvRjnrkyINOG3bUCm8OUUqA41RpydDriVCthuRpSDiSZsayNNAtln+2xJq/tZSExDFLN/HSBMO2RqjLaQtP0uWKdLLM2lnzmIIPMsJCt0Zs+wpuXKTBbDin6koIvWMrWWQnnWB3DwvR+xmNL1S9Q8iVnuykntkbcOOM8BZ5dHXKgEXFlkFGLPE5uD2kWqrzajRhsDHlwd4PVfkw3VsyVA37g9iW0sUwVA4qVgDTR1BpF/vOnzlCsBESlAhu9hD3TRarTjj+o8we48soXOP38ZYq1IvfctcSpix3mF6ts9hJqBZ9K5PGrT19CG8ufvncXxlh+/bnLfM9tizx9qcPN8xU6SchaP6GfGHKvwEK5yodm1xkWa5TSHlYqrFfkyZURN80W8bJrU0X9Vo7ruJK3MGR3jNdPQAnUOAMJ4VofmWonSdvN8AeOi+BgEA7uYBX4QyYKXA4fjRYYLShNj1DS8M6509warrChy/yjrRvofxWi6HZe5t+3HuSWygoHixvMRz3qxTEzVTdilcopXaVN7ZyvlXtfHbqJw9UJi9CQ1CTjhkL7DkueVCVZSe2QYcEVZjp0ClxIQV72yYoeac1zajijGDPXvKb1y0seVjjVIm/k+B5pdSLRKwUmcAmGsBOy/IQg/MVTFR26YkUYsFdN4oqWtOa8GKhmUE8xqUKvFhinPqvDKh+ae4XMKrp5gVvCy0RC82j/KC/Eu3k5WaIkMp5LdrG3uM1rgwX+w9m7eWF7mcc3DnBmbYYk9aCeufWb8ICudohV7NSjTOA+W15SrtAKJXnRw+8meP2MYKWzQ8S1oY/qJZBdJ9r9SYfqjCeyutJNEyYQMDnOUbGeTEc1/sAV4X7f7pDvvZFLXFXXQ1VTIj9npV9jdVjlyrjG35h+Zud9Xki+uqjE00nGC0nC/3vqOHeHa+wLN7mzdolD1U0Kfo7vaWbmu8hKhi1ogrYk3FCkdbMzIZT56/eeKwzcfkkrztHeH5gdkrtVgqTukVZ9V3SlZsfb5KoKoC1eG3ZaGGeUKVNLUlNYKdCBJK065T1dmEC8JvLJWUmQVpyflNCQVS1ZxRUoOhTkBVfYe9MxuujwpX45JSwn5LmiM47QCM6kc/xIbY0TmfclamrnssFXEOkP+GUu5gM+PjjCr3bu5Xd6t/Pbq3dwZjBDrRCjlEH2PWcMqyHaFnixm5xZ4RpK/shOFNgE8bRTTvNHOViwvsL6bgoXbLw5H+l6fGOGFNAa6x339F6i+a1WE5Gn7LLbnM5KJNoyV/RoRIq7F8ssln3qoSTXljg3fM9Nc/z6y2s8f6nDR25b5Fd+/G18z62LfO4LK1w6dpJW13Gonnx1gyzJqSwcpFiN0NZy++FpfuMffTdPnd7mb/3aC5zdGJDkhsdObTLKNFf67rW/9fwKy9WIzBh+4OY5/qebZvn0iU2UFOxvRIRKkGpLMeuzK8wY54ZBphF5TDvW7BYd53PS38ACa8OcTVGmGij2eQOirI9//hl6iSGtLlEeXLmm9TvcjCgHikX6fKpbIdWW2aLHS1sJT17qYqIqBtgYZrx3f51BqnlmPeHmmQKNSHFsY8iZ1og7Fypc7qVc6o7Z3yzw7JUuu2sFznfGBEpQ9BWDNOffffYcnY0R1lhOvnCF++9c5NxzxwkKHq1+wvPn2kS+ot8akyWao+98B3Fvi3iY8cTjF7j/xllmqiFvOzzNPfubHJmvUo48PnLHIkemSkwXA/7s3buIPMmNcxWmiwG1UPJ9N88Bzp9nbZjz1MCZVT7V8ejJIiMtqEUeNZXTia8/498svmEKlXa7zUc/+lFqtRq1Wo2PfvSjdDqdr/kaay0/+ZM/yeLiIoVCgXe9610cO3Zs599brRY/9mM/xpEjRygWi+zevZsf//Efp9u9NsjDV4SnEKm76a7K+ZpisONbMpoPSOv+xL3YIDMHKZA5SG3JS4Kw7Uiz3rYHPZ/xMKA/DimqlJ51o8X/vfHcjhfAhh7yq/0ptvSQLT3kh6pb/C9Tj7PLb3FjtMLp/gx/ec+n2eqXCMOcZn0AAsJNDxMZkoZhvCvbuRNc8STwxpawawiGLrHgi5qrWVGS1BUyNQTtdJKwaccrSTQqdYR86yuHudLX5tKclRRZxSU64ylHBL6Kk89K7v+TmiuWspIkqQvG05K84ORk/ZEr8q66WBvfJT+m4Nba7wn8yyHFSsL7bjnGHfec5ujMOrdOXeHja7eQG8n95dPcFQZ0TMRNxRW+v3KeG4JVmirj3YULfG/tWQoqo1aIaY8KXHx1HnW6QH6hjB14yNxNp64ScI0SRB0zMf60BH094QYZ/FHujPF8hdcdQ+A75aUkd/LLRR9bDL++e/F6XHPYQuBI6Lnjqfi9BKEtJvTIyh55UZI0fKf0FDq4l0xdMezFgAV/KJAXC1w5P8049akECQ82znBFv44/vj386r/Le0Of28MQXyiWvTLnkhn+1vQJLo4aLJa7zJYGjJIAsR4iI03aNMRLGWFLYbzJfR64hoNKHe8jbk6aCQKiriGpK6wnSJq+I7wnZsf3xHpuoqf9iSO9MY5fdg2RVtzezCpu4umUslwzRhh3LUlNkVYE46ZAh26Ka5Uj0pcvQbTt9m0+MWW9qtBnQ4PX9siGAQdnt/int/8n/vlNv8GRcJXd/jaPjEJK4ksf9Pv88o7r/BeHD0hhCUXOb5y/g5OvLnP8yjwb7Qr5hvOYCboCv+ekzP2+g+VehbN6I+Pgmtri9/WEn+ftyBGL1DjoZuhjvG+YR+v1+K+IYWpY6SVUJ426/fWA2+YrZH6Rc7bJ/oqbUsTa8uzqkBNbMafbMbmFeqS4b7nO5W7C99w0z3ffusjx9T4/9+R5/txP/SH33LHI7lsOc8eBJmc3Bqyea9PZGFHftZ9qwWftfJuNXsLxTVcI79tTZ6ocsD5MGKWazFhObY+YLYW8/eA0/gRybQFfCn7iXQdox5rpCSfrsxe7tEWZM2OPjZGbAFkhOeAPMMUG3uqrHPd2szbIiTyBNjBIDT2/BoCePbhDCJej9jWtX2os9VDRUjXeubtKpCSejqlHHncvVpCJ+2zdOKM11uyuBdw5X6JiY1Jt+eD+Ku/eVwdgtZ8wVQwYpJobZ8p8+lyLqWLAbx/f4MW1Pr/z8iqt9QF7jkxzx81zhIWAU6t9jjx4G/3WiM7mkGScMRpntNcHZHHCyskrtE4/R1jwWNjf4NFnV1hpj9nfLLI9SFiqhvzvb9/HJ46tAzBfCViqBmyNMj55YgNjLeujnPmiR24s22O31vXI5zePbdBPXZGrreWmqQCRxdTC68CmN4tvmNP0B3/wB3nhhRd45JFHeOSRR3jhhRf46Ec/+jVf89M//dP8zM/8DD/7sz/LM888w/z8PO9973vp950c4JUrV7hy5Qr/7J/9M15++WV++Zd/mUceeYQf+ZEf+bqu0Uq5wy9QgwQZpxhfOWiAsUStHDV2MAkAlU0eegNLVhAkddwDcgC6YLG+wfR9xoOQf/vK/fz1E3+K39y+l7XJQ/z3Rq7LEhufkbX4k4fzvNJIYfhQMeam2iqx9fmZ23+TPY02jWhMZb5POqWRY4mJDLv2bjFccp3ZrALxFIzmXEc2rrvEbNyQZOWJH4t2cA9wEDATikkR5jGe9pGJdrjtNMcOR8j+8NoWUDhsuzCOsKwSS9jJJ14tjv+SVgX9XXKnCMlK7jodX8BBYKxyvhdJwzI6kFJf6JHOaMbzhnQuw1eaV1oLRConUhnHWgu04wLf1XiO08k8Z7IBLV3mz1S2OZFJnhwd4lTmDudtU+REb5bOqEAxTAkWhmSViaLXike0NSHux85zo9ByRVtWdYWdTIyTMs0MIjXkE9lEU/DJqxEydq7gapQ65bLr8Scf1u6YHcpRtgM1VKMUb6Txhk7JygROsarQMk6q2EBSE2QVi8hAxQJVTUkTj34a8mT7AH/17PfxA+fezRPxfx0U6DsqL5LYjI8deoTD5Q2OVNY5OLWFmUkxsULUUz54x8skexPysiVpQFpzCmA6dNNEmbsmQ14SxHWJFzuujTB2h0tiPUFWkm66V1BOWtxYyPJr9lGx0k1yssLkfMhckeKmEI7Xk9QF/T3OH+XqPh7PCIaLkqTm9m1etIznDFnF4h3sc8PiOoWpMcGBHktLLYpeyolkgb6JqMqYl+Nlfqd1J3u8N4aofblwwa/0buN8PM203+fWmVUK8wOysY9eK+APBEFPIgyEXUvQt3jx5E8yEVDInQu9GjvT1qv3iddPHA9NClQvxoYKlV4nyH4zRimQHJku0EsMiXZJ6UxR4dmcmaJHJ3NcFGthfz3i6HTE7mrIpV5GK9aUfEnoSVb7CZe6Yx7a1+TsxpDdNy5yeL7CP/z+23jpQocTp7eZ213jjrsWufHWeS5e7HDjTXPsmS7yq4+fp9cZ8+qrG3z685f4/OltlBQ8fmqLRsHnxNaQauQR55pMW1b6Kb97YpuNQcrFbkIiIxqR4p7FCkrC/opkXy2gWVAIa1ixFdRgk/Gee/CloBJKpgLL4vgSBV9QjTc5mxQYho4QPsoN7ekbr2n9rIX1Yc6ZdszlfkZmLFcSD22g6EsuZxFJbtkYpnQSzTizpMZycujxzJU+K0ODtnCxm7DSj5krBQwmMsXNgs8fn9jg7MaAzBiOXe6x/+AUSZKz1on5S99/C3/1vYcY9RL23TLPlVdPcuaZV/jcr/57Dt86z8L+aazRVJcO86637cHzFdZYmqWAP35tg7fvnyLJDcc3B/zt9x7mSj/GWNge5cyWAn7s7fsIJw0KkQyIPEnRd02M3FjuWKjynhnNSi91fKC4T+xXmCpcL1TeLL4hCpVXX32VRx55hF/4hV/ggQce4IEHHuDf/Jt/w8c//nFOnDjxhq+x1vIv/sW/4G//7b/N93zP93DzzTfzb//tv2U0GvFrv/ZrANx88838p//0n/jwhz/MgQMHePe7380//sf/mP/yX/4Lef5fP46zocIEjgxvigF5vYgaJpjQA3PVxdgl1MJCtJ2ifUEwMPgjS9h2D3zXzRPIsQLPJav16ghtJJeGdUrSJT23BFsseGXeXTzNpg74xc5NPDqW/N+te5hSrjMx7ff5XO8gM6rPkco6QljGoxDVTGgeboGAlY063uwYfcuAvGR3CLtIh8dXiZtYeCNLWhYuOStK0rrzabiamGjfTTzimRAdKdKpIiKK/iuM4+yOIlbY0YynFVlZTWBdriCRqStQmMDTHAbeFSZXVbb0pLOsI8uu5W06rRIi0qiZmKCScqC5RT8OmQ4HjPKAkp/y8OIpjJVMez2G1uOdkSO4HfQ1L/R38cneTfxK7zZ+v3MbvtTcOXeZQ/VNdK4wRY0/FKjMJYrCvP4n6F81hXvdLFPFbmpiA+l4OaETWfB6setk506WWGQarmPd/+TD2oljuwZPOrlrIJ512OWrTulWXFWDsuSRxBu7vRK2HEwIA7oXkA0ClLCk2uNwdYP9xS1em3jwvFEcS11CfTJ7vaCXwvK7w2kAvrP2HFUv5lKvhvQsDxw9Q7GU8Icnj7JveZO5W9fJDzpFP6EdR8Qo1/BwniZuH4+birjhlKuM56aVSdVNZByHzkE4rSex1RLiGmGHKrEkFbkz1cwLkrTkvFGEdlBNcNOKsOOgVHnRXVdatWRVu7OXhQYbad6z9wRrgwpRkHHL/CoWOFpZ45nOXioyZmgDmmrIT87/EWUZ7UgOf3F0jZ78d4y2hqJM+Uj9C9wUXuZMd5pKIYGJaIgO3JRMTeTL/YElLzilQzc5kSS1SbMhd/LtWOebYiLfTZKHqSt6c4NIrsM5vhnDT4dMRYp6qKiFiumCx+og53TPOO7GxNSvKDIMlou9jFgbMmN56nIXJWF3LSQzBl9KGgWfZjmgWAy4sDXkF5+8QOArTj/+GMc//TivHFun1Y3pt8ZMlQNmqxEP3TTHrsUqi3sa7Nnf5IbFKrftrvPwkRn+4JU1rvRjlisRtzYV5ztjHjvX4sOHpzjTHjHKNP/8yYus9DOakWKQGrzt86jhNmdaCRvZpHEW1dgc5RxQHeYj6OaS88ESnhRkn/wV5sseBWnZpYa0xppqdm0olIInOb45oBJ6tOKcpaIb4PbTnKavWSy7r982X+FwI2CQac53Ug5XDOXA40InJlKCuZLP3YuueXh8c8DFbkzoSS5sjfje25coBx7fdecSC3UHX0214Vc/eZr/69GzPHTXItZYDt13C16hRH3PLbz63Aovfvx3OXTPQYJKg36ckyU5pWrI9965RDnyeGWtz3OXuxR8RTWULFYiSr5ECsGTF9u8tjXk+MaAz17o8Oi6ITeW+ZJHoASzJY+irzg2LtKcwALlYJNYWwpfpdFyPV6Pb4hS7nOf+xy1Wo377rtv52v3338/tVqNJ598kiNHjnzFa86dO8fa2hrve9/7dr4WhiHvfOc7efLJJ/lf/9f/9Q3fq9vtUq1W8byvvjRJkpB8Ed681+u5vxhcJzw3WN8Rck3k76hUCWPx+65ja6UgnTi/G99NKMpXYDQrSZoQbQp033VDi7f3SHLF/kaLj8w9z6YOeHLc4JbQJTj7/DL7gM+ODBrB99a+wIwy/K31B3hX5VW2sgovJ8scKa7xQnsZz9fEnYiZhQFmGTqnmrAwJgwzBgWD31f4I3YgGvG0QKaCoOsSM5U4IqyVTORQJ+PfFIK+k/LMSorimoHg2p3Vs6J0k5TUoENJWnGcjqDvODKOfOvgIfGMg2dcFQLIyuAnrkDJKnYiUCAYpj715pBup4huh0SLfUZ5QLM45l3V1/icPEgnK/BP514A4OeSkFsDd7i19Yinkgbf3nyJP1V2v+M/e/5dSGF5fmOJTquMTSSioNGhm6Z4Q5esXVX30oFTGbtKwlWjFKtCrCfJI4XfzxBGOLhX5Dn/FGMRib5mMvP1uLb4avtWxBnUBWhntik8idAGv+/I9eF27EjSOA8SHQrSqlOT8wcWqQV50YlgBNuusL4kp7jz9ktsxBX+p9ln+EjJNQ629JDpiUzu1bgpcEpgh/3Xv35rELHHW6NroDKplJrFMf1hxG3Vy8Ta4/nWHuLcw5cG3feJRq5gMgEMd7HjrB70LeSQF5zxaFaSxA0xEXBwYhlWuumH8SXWM4jB+JrV+q5OiP2hYTylSGsuwY+2LZ15D+NDuG3RoaB9FPyBwARuqmMCCNqC8YwlqxpsZMAInt7Yw01Ta7y4schzF3exZ7ZFUaY82DjDQxFczLdQWBYmENg3cqG/Co+tyQJfSFJKMuEPerfx+NYBtvollhpd1oVbJ5m5s+VqwSQn5o5B3+DFbooynvGxnlPpk6mZmPdqrCcwVkKgEJGH6ieY7PpE5Rs5vtpZoQabXI6mMYCvM2IbcKjuIZIBxq/i9S8wqu1Gy4BAaqYKik+f73DLXIWCr/jshQ73LdcoBx4rvYTVfsL+2TJKCg7NV3j1mcsYY2nsvZm/8r/cz0Yv4Zd/+VO0Tj/Hb5w7QGXhAHc9uI9BnHPutU3GnTZP/u4VZg/fzPveuY/3HJ3ltfUBq4MECDm9NeSupRrPXhmwVI2YL4f8hbuXKPmS1DhxgP/cneLuUoWDTUmqLbWCx4mu4UgxxlJgZBTWWpYrPhd6GeH7/goLeow68wX03rvYK8ZYrk2OuxZKFsoh++sBZzspWnikOmNfPeTnX1znhukSt8yWqASKj51sceNkbX7/wpha6DFbDnj6yoDdtYjjmwOqoccP3jLHv352haVqxJ+9bzdKwPH1Pk+c3CLONGmSc3RXjRe6MbWiz6c+f4mg4HH26eforZxk/tZ3sbC/ycqzQ1751DMsHr2BQZwjpODo7jpSCpQU7G4U6CeaZy92OLbW5x17mxS8kMWKz7v3T7G7FrA6yNHGcnxzwEIlomJGaFUkN5ai787TpbJPoi3D2n4aeZduem0Q22/l+IYoVNbW1pidnf2Kr8/OzrK2tvZVXwMwNzf3JV+fm5vjwoULb/ia7e1t/uE//IdftYi5Gv/kn/wT/v7f//tf8XWZZNhqwZn05QZXuUyS+Mx14PRkzHfVmC3s5BjfKWklVWdkGG1OMNzSOcj3BwWMEcRVj892DvNquEgkM1KruGniVD8yKX+1cZ62HvFyVmQl9/mpuZcAOJtu8sJwN2cH03x0+fN8rnqAz3CQbhIR+TmmnoOWxOMANZVgt4sT2dKrn8sVBHlBoCb+H8Z3CVAeOrnRpCHwsMi+ncioSpDCmeml12ochyvcPFewWAVy7EzUssIE5lWcGO4FkE0bxCRJRIBKBWnVoisGSjlqPaC1VgNl8bZ89GyKFJbVXpVSmFIUCT/afJwX03nAGWe+t3QCKPNEbHhbVOSIv82cCoCAkUm52G+wsllHSItaD/B7grSp8Ibud5dVnIqb8SAYOllnNZyQcIveDsQoq/iuKwt4Gz1MuQBSokYZIskw5QhrLehviKHnN0R8tX2L7yHjzE0+kxyZ5q5LHudktRDjXZXLdiRxoS3lVU0euuQ2s5NJgHBFqY4ssufxYmuJQRJyqT7FIyLj5mCby3mBhjRvyKH48iiKgD8clzibzPH3Zo7zL70hH+cWWnmJopfRmOmjhGWU+QSNGN0qIfKJ/K90JpFWuX0TdC3KOOlfM3FXV4mbGgATw1RB3JA0XnWTATv+yinFG4WVDmo2nlbkkdubQc86QQnrpox22k08TcEQlyxIEMnEwNJI8rpGVVMa1RFb61VGqU+iPXr9ItONPnOFPmfH0+yKHBZ+t1dmt/fVxQm+PD7Rv4VTI/cMOXtlGrZDOlGKGEukdkaeWHamyF5sCfpueoJ1E92w42Tn7YSy57djrO9U2KwUqG6MKQdumn69x/ANHV/trIibe9lV0PRtAGjKvqSbGqZb57lUv5H5xi6ibMxWFtKONZES3LFQIcmddPFM0aPsS4ap4e6lGiVfMkid3O18JeS1parjmyRzjFPN2Y0BYblBfc/NzB48xPalSzzzmZTaXJNiOWD91TOMt69wx7e/k4V6gdfWBzzy+HkeOuAmKIPYPXtXBwmjTFMJFAtlj2FmuNxPqUcevThnnFnKPiTa0hSGeqhAeWxkPnmuCZVAJAOKfoFUW9bzELP8AEuDFVDeTrPyzULmMbXI42Iv5TPnWyzcPMt8yWeln3HfUp1ukjHKDBe77np9KWiPc3bXIkaZ5pV1B+vKJrDoQar5vVPb/Mc/PMXoXftZqkec3h7Sj3NqRZ9xO0dKwQsnt/jCb/0a5w/fza6bDhIPM3orJwFYe+lR2uenqS4dJo8H3HzjLKcvtAkinz3TJZLc8PhLa9y0UMVYy5+9c4lT2yN210JeWB9wx3yFgu+KvIWyx9ZI88GDTYy1DIWP1ZZB6qSVPenI9Y1IESlB6jdY7bXempv2mzj+u2ZBP/mTP4kQ4mv+efbZZwGnnvDlYa19w69/cXz5v3+11/R6PT70oQ9x44038vf+3t/7mj/zb/7Nv0m32935c+nSpS9+A4dX9iRMUDsy1sgkR6YaFeuJipXDh+cF+boBW2rxxmBCB7Uqrk/I4esRU40Bkcp59PQhXmwvcSBc5+XRLhKbkVm9o3rTUEUyq9jluVHshh5SUTH3l8+wUOhyOW3ytuopCqGr4tuDIkIZlDJ4viYfecTzOeNZy2CPYbxgSOsTsq4P8ZRgPO04IaM5h2nPSq5TKwzENfm6JK8Ubj2uUT1IashDBysbLDg3ayuhv9t1sJkoeyFw5ne568zKVKBDS14Ec2BMealHoRITHOyhOh6kkryiCYopShqGY7dWp9J5fnbrISKR8RuDGv+6c5ADfpkNPSS2bhI0pwKKMuD/0zrAX1l5mCP1DYqlBJMqZApI8AaSsA1ZVRD0JkaOiXUqS+BUj3AFFkIgE42w4PUSZJKTz1TAk6jtvoN7SQnGILsjZKd/TWt3Pd48vuq+NcYViQOX+OqC7wwVp6IdNTCRG/yeprCZOrliIK24hoI3dtAlb+xEFPy+QOSCS5sNdlXbXEya/MrGA3x8cIR7QsEfjd/YS+XLwxeKKTlkV7DNF5KU95ePs7eyTSstca7XJNOKzV6Z6eIQrSXe4T7jfSmjJY1u5MQzxqkJahguCYZLbu86+Jfjifh9S2lVY5Wb5mIgmQoc/6J4bdd5Vc58sEswnnNrkjQFg92ONwOucPfG4PUlaiQRuUDFAutZTGBpLHb5jiOvcKixyZF9q/S3SxzbnGduqks9GmOsYDsp0c6KfHKs+My11VAkNmNLD/l/Tb1CIHNOdmacSqCArY0q4Zba8TkKetY1Z6yDbTojTXaU+lRqJj40E/NMT+7AAmVmsL5yE7lMX5cn/gaPr3ZWeAJyFVEbryOyhJVJB/2l8AjWwurIkPtFpnzNDfoKu0WHhbLPqe0hg0QTKEEr1txY0UwXFC+tD5ACMmOIlORP3b7I+Ss9di1WefFih3v2N8niAaPtFdZPvkY27LH/tj3MLNcYdGIae27mbT/8P1PwFR86MkvgSb7zXftpjzNevtLj1qUae+oF9tYLfOSGac53xmyPNY9f7PL4hTZlX3LzXJn1YUrZg4WiZHVkuNCN2ch8aqEiUILcgDCa+TOfYjlI+cQZZ1C7UVzGBmXsNRYqj1x0ruw//7kL+ErwwtqQz1xwkLhuklEL3XP3hukCg1RTCxX7GiGhJ5kq+uyqRdw8W+H/fuwsL610KfqKaujxZz5wmOfPt5FCMFMKGKc5Ny/X+EffdRN3HZ5m60qf6tJhpnbt4uzTz7F+6jRhdXrnuvbe9xAH77+LwtQif/AfPsGNB6b4yH27eOVyF18Kbj88TTn0eNe+Jh9/bYMHd1U5tjnkybPbFDzB/opECcHmKOe1rSGptpRlzmcvdlnpp+wNxpR9ydMrfZSEzFhCaVkbZJzcfmMT4Ovxevx3naj85b/8l/mBH/iBr/k9e/fu5aWXXmJ9ff0r/m1zc/MrJiZXY37edcnX1tZYWFjY+frGxsZXvKbf7/OBD3yAcrnM7/zO7+D7XxuuFIYh4Rso+Ij+EKlCTOi7jqG1GF8h49cnCuaqSsbkgScEWD1RwIkNCInYBiwMlt0TtLgq2fKbDBcCbDsg2KXJrMfLnUX+vrhrZ3JyNTq6REW6J/msKvFgdIHfHdxM3R9zKW6wlZW5a+4yl4Z1TEnge5pBPyIb+Swut+iNIwZeEdXx0JEhXtbI1McfuIIlrbvr0yFgXjeNDLuOwxLXJUHfkpUlxVzD+No6n3HDQUZEPlH/YTLJKTm/Fx28Lp08WrIY32JqOXnqY2ZTzK6c3VMdNvpl4nGAlBZ/7wAbexTLCVpLrBW8Y+9Z/tbCI6zpIn++dpZNnfBkvMT7y8eBErOqxLcVXDJalAH/qrMLX2jG2udcr8mgXQQtEMZ11HVgyYuCrASy4brXIp14vShJ0M13zAPzgsIfZGSeIJ4rUrzQQ8Y5puCjGyXHcRKghqkrYFavMSO7Hm8aX23fWl+5iUk5xEqB13e8Mn+iVufEHBwULy85FTChLcUt51avEifLKwxgYbRoMPUM73KBV/15pLC8fGWR9zSPs6pHfG54C7u8Z3cgX18r9vsxFZlyLJ0nNj4P1U6ymVdYjDo8tn6IzX6J1rjIvXsucLHf4MogxE54bcwmxN0C5UuWtCGw0jKet+iO3PFPMsFEvrjpJjFS46THjQFxbY+HpOkc3K1yBUBWtRMxEEtwUWECN3FJSpasmSOLOcuzHS5dmqLUHHPj7Bp31S7yhe5u1oZVCl7GAzec4dWtOWYKjrezVOhwV+k8P1C5NnWhqxHbnOeSOp8Z3MClYYM09zBDD38osLGP8S266EYpOhJELSdwAhNO4VXhk9hghcAbZgjtOVU4Xzpek5n4Z1mBHGfO+PE6mf4bOr7aWfHyxpg5E1ELZ8mNZalgkOkYWa5grGWcW8Kt05ioQq+2h3asqRrLQ3vqBEpQIOPFdsZGoICMrVHKL33yNH/p/Yd5eaOPNpYffvgAv/fiKg/dMEOgJPe++zaOvzRHMnB7YdhL8ENFc6HMxoUWZ54/z+F79vNTf3SS7ijjoRtmKPqK2WrIZ09t8fsvr/F333+EzVHOSjfmfCng5rky79nfYG2YMVP0yYxlY2xZ6r7K6XwP9y1V+MyFLrfNlxlljn9jygVW9z3MZjfj/QemKAeSQAmIYcuf5quz8F6PQaqJPMkdu+rcuVjjTGtEN85oDH0ONov4UtBLNY9fbHHbfIVHz3d4YaXL3bvr7KsX+I0XVhinmvffMk/oSc61R5zdGPD9dywxXwnpJ5qPPX+F+w9O8R8/cZKfX28xbq+zfMvN1GfupN8aM3PwKGce+12k51NZOMDUgZsAKNcLHH3gBm5YuIdTawMOzJa5Z3+TRsHnb777IJd6CcbCXUs1+onmwV1VlqsRBV+yMtIoacgNPLBcZZBqpk49xofmD/BUPs+pOOJgBHctlCl7TiXN2pA9pku/cW2N3G/l+O9aqExPTzM9Pf2m3/fAAw/Q7XZ5+umnuffeewF46qmn6Ha7PPjgg2/4mn379jE/P88f/dEfcccddwCQpimPPfYY//Sf/tOd7+v1erz//e8nDEM+9rGPEUVf/02TLzZBhpiChxq4iYUcZU79qxhglUQNMyj56FBNCJkwXPQpbOYTvop1XIzUuTKrGBDgdyVZvwpVwyvnFzmzNcWRmQ22sxKfjzWRyHfkT28JVzmf1QFXIO3zy9wSXeJTWzewu9gmNwpfan5w8SmOjZdRGM6PpuhlEfVgzMvxwsRMDtRYIrtO2UjmwhHXZ3OiVW8CiYC0AWosJt4SIJSDPFkpMLXStcsTVwTe0H3eqz/LSa8KkqmryYNAR5a8mUEuEUOFVZZDSxtc7tQ4e3EWDOzZvcUwDbh1+gqr4ypnN6c4OLvFkco676+9zAG/TGzHXMgNPvBU/wCvjpf4ezPHd67nhSRBCsvFZIpnt3eT5B6dYQG0wNv28EbgjRw8T40t3thNVISeyLJ6TuHI+BIv1m49PIGOPPx+7jw7Cj5y9KUYVetLRJojQu+ahQiux9cfNvSc2lpuyOvRDmxRWEte9FHjfAf+JVODZ60rWgoCORHICAaW8YybLAYdCe2QvGhJhgHPn9/FVHPAb6/fyXOlPTxYOc2xdJ6bgjcnoM6qEms6JhIZkco4nczzwfIrvJgssbDc4WIyhS81B8J1fiu/m3RGsXW2iRUS0fGI53Jk5pFWXYdfjYWb2k56MeNpQdhxhYawE7hp7j7ftXr4WOkUu1QsyIt2AoMDcsF43qmjWQGmrCk0x4z7ISubdarTQz605xinhzP84fpRRpnPh5deYSOrcGfpPDdXrnBuPM391TPM+x0+VPzKov3RseS2YEBDFb/i3z4Tw2vJARLj81p/jtVelc5mGdXzULE7a2Uu8DcEarIFdQjaCsKeU+sT2iC0Jeim6FBhhUCNMgdrnXANs2pA0E3dPVGLkGPnxXM9vvnilmmfejBErrzK5cV70TKgI528L8Ceqk+/cICCtJSHW4jCNElumWkd51LtBtpGsqcWcnJ7xK5axN2LNRrfcZQnz24TeIo011zYGgHw+y+uUg497tnf5PhLa+y+cZHzL53HD50a1a6lGia3+KGi1xqxf6bEpz/+FHfvfw8vrfZ494EplqsRRV+RGcso1cyWQ5443+au5RqfOhvzfTfNsjnKqYWKU9tj1PRRmoOM4vZp9jd3M+tnnM8Uh/MrbGS7qIWScW4IlCDODeVsgFw5xlyxDI37vtbSAXD3YpXPXGhzoFHkXNsVKd0kp5vkFH2FrwSjTFOLfOLccP+uKuVA8c8eOcH/9MAeFuoFXrncZbUbc7k1ol702T9b5okLbT59fINmOeDhG2f5j58+w4k/+m1mbnyQ7qVX2XXbLbzjjgWefHmNS6866P/8rQ8zu6fJn/m2g2z0Ep54dYM80+yfLXPbrjqVwCMzzvzy+bU+a4OEh/Y0GaSac52YZsHnXGfMbMlnvuQxyAwzBY/w1Gdp7L0Le+BexmGNo8ZyZZCRaMuJ7Zi7myDymOcGRe6slsn61waN/1aOb4gs6OjRo3zgAx/gL/yFv8DP//zPA/AX/+Jf5Du+4zu+hEh/ww038E/+yT/hu7/7uxFC8Ff/6l/lp37qpzh06BCHDh3ip37qpygWi/zgD/4g4CYp73vf+xiNRvzKr/wKvV5vhzQ3MzODUv91DxvVTxDVcPKg8vB6MboWTZyvfQf1ihR+L8PrJZjAQxc9ihs5Rokd1Rt/aNCBK1KM5xym/b7r7OUlCAoZo06Bk2KWj9z4PAf9mNNZxE9tHeHGwgq+iIjE6zf/x4ZF5r0u7585NjE1dA91g+RHmk/wq517qfgxF/oNzAQHEVUSEmlBGbQAKS2DZoAcS1QtRVzxUKlT79GBRWQT/IRw+PfRnKCwaRGjxEGZriGShiVuQmHTffak6fD+WOf87bc9spmUxaUWoySgs1XGb6RYI7iw3UBKS7E2plEac6C6xXPryyTGI1IZty5e4cqgxqAYUpIJIL+ko/13557g+aTEI6OQXV6HzEo6psA7opx7S2e5NGpwZVgjHgX4m55LxpTj8QgN/si5UTvjPSetbD0c7n0SMjdY5eSq85KP13cwESslIs4d/GuYQB8HvdGGayvxrsf/PyGHKcKTrmPeT1ySnhvycuDICMJ11/Oim5pY6TrowETi13mXRNt2x2PFBC75lyuBI4k3BDPhgE9fOkRrrsSv7H105/0v5oMd4vcbhY/hnnCDolR8sNhnZAVHgzZnsktsF0L+wYXv5Fw4hbGCWhTTnkqolF+HE7SDCijL9Eyf7ktTCOMEJ7KqdcT2oXBKZiVB3BQIIyHwseG1CWFkFYOuaKIr/s7PBrCB44qZkUdhesT3HHyRVlbiuc1lKmHC9rDIM609TEVDfKl5cPYy95VO88neTQRCM+33ubt4lpYuM6P6OCeUL413FQzwlUUKwEMRrOVDnhnvp5sW6PUKqK4H0u4IVQRXdVB8UGO7o9anQwFIwnaOCSRpI3TTs9SgAx+ZW4KtEVZKvFGOHLlmlEw1Ms2xxevcsm/G0MJDjlvY5hLL48u0/d00dZcNSo53kPXxNk7zTHiUVhzSjGKaRe//x95/h1123eXd+Getteupz3n6M71rZtQlW5KLXHCF2AabBIzzmjckBPISAoRfQki5gknyGkhyAW/iJCQGEgIkBHAgptjYuNuSZdnqXZpenl5O232t9ftjnXkk2bI12JJtmXNf11wzc+o+e++197fc9/1ls3YFHSUZaE3sKw5N1tDWMjCaychnYSLmlfsn+T8PLtNNS2Jf8fdefZDbT2/yyUdWyQdDyrzOja84RiPyWOpm3P2580zM1qm3I2JfsXOyxj//yTdxx8l1Hnp8nd/7s8d4zcv2cn4jpagM/WHBf/m/rufleyc4s5Ux3wydFfCgYC0RNEKFEoK1pOB2f4G5SJCIECEqHpY7CApDUhpmah6DwjBb8yho4+1/EZUMuJz56o3AienbkcfjG0Nm6yFXzzV5fD3hiqkaZ7YypBR84MEl4kCxMBEz3wz592+/jgdXBiz1Mr7ruh08sTakm5Rc2EzRxqKkIEkKzjy6xuJ6wuLjF9hzy5sYbiyx7+VvYfGxk/zW/Q/xd//uX+E9n7uHyUM30Jpu8vJrF3jf7Wex1nJszwRX7mqzuJVxphjyd16yj/uX+9R8ycqwYL4Rcsf5LT5/ZpNXHJpmZViwsxWxmWkGhWGu7nG+X7L3yK08tllwpOXxoZOb+FLw6n0T5NqwoxlgPVgJ55n3LVQ90kux0xhfFi+IRAXgt3/7t/mxH/uxbRevt7zlLbznPe952mseffTRpw1r/Kmf+inSNOVHfuRH2Nzc5Oabb+ZDH/oQzWYTgC984QvccccdABw6dOhpn3Xq1Cn27dv3F9pGKyVymLtBh9piYt8FOG2XvMjMYEWICRWy1I7ik7nBYSJQ29XMvO20H7VVJ+YczCviZUs2JYgXFWXSQPmWiZ0pv3rmVuYPdvmz7tVIYTkeLHPQixnYHHCBeF3m3BT63BQ6nu2mTni0DNkyNTKr6HhDjkRL3Ng8w1rZ5H9svogocIlOu+744Xnp0esFyFJQ9QLSXaWzTzYuYNc1S9CT25VaHY6ms3sK0bu8OSrGA7l7SJk13CT5UlA2LCoVoCxV03WgVrcazEwM2HnwAgcaa5weTjERJMSqpDKK65rnuCK8yK/t+TRve+J1SGG5srlIpEqm/CEP5rt4WfTkJN3PZhpNyOlymuPhBTSCDw+P84XuXu5sn8EXmt21TW6//zAykXhDR/lCjgZNDu1ImCzxSnfMdChcwhkKNzPFWLQvEZUdcdhddRZPYmI3IE5YR/kykaMLisqMJ9N/nWA96dZv7s57K0YT23ONt9qj2NUh6JaYYGRfbC1BolFpRbIjQhWGKlKo3OmnhLEkO4BK4A0lWw9N8dHmBLJRcvDAKr+wfph/NPU4H0kVkaix5ytciY8FTw/E28Kt62mlKGzJrx/8fc5VPv/01FsBaDZSjkytMh0Mebg7R78WU/UCNns17J6MYTuARolQliLw8YaeO09HLnrBwEBRIvTl0Zd0w7DvwAqnmQUJqqcwDQ2loNFK6Zd1tJZ84Nwxrpu5yM9f8b/Z7fX4j2uv4HjtIhMq4eFsB98/8XnmVMhr4vv4NxsHORCs8vpayYeSAQe8gmdKVL4Yi9WAczrkKt+ihOCl0QV+7dytnFmZxFQS4VuwwnVDU+Es0dXIbKCwTlQP211dHSlMICB3M5Cw4GUaNSypmqGb+ZQ4upccZOim68h7m8ll7bsxXljwdEavvRclINIpE4ML2KDGkRbkSLzl05R7buD6rMeJKEIbyCrLdKyYyhY5nU0ihEBbSydyGpW8Migp+NXbz/BtV8zyigOThJ5yupasHInCl3nNjTcwyEo+dddFtlaG7Dw0yVtv2cPvfOwEW5Xl42lJVWrWLvT4m2+9klbk8ZsfP8nVB9yslp/6jqP8+p3niQPFdTtaHJmqY7AkpeYLF7q86egsJzYz19mQEm2g0JZ7Fp1O8qZdLdaTikagmK15KFMg7vpT1L6rSCcPXtb+Wxo4u+Y/fmSF0JMc6NRoBIrDUzXuvNDjxTtbrA5LfvTWA9y/3Odf/tcv0JyMefc7ruNi33VU90/E3HZynbdct4Pf/MxpDsw2+NhDK5x/bI0j1+1g5aKrPlRFwdyBfew7MMnLjlzFnz+wzJ/fc5Fk/QJ7Xvxqjh6d4UOfOs3ETB0hBfc/sc4DJzd460v38oF71/l31UkmGyHfeeUcoadISs2NO9pcPdfEV5IdDY8nNnIiTzAsDOdHnZGVRJMUGi1jjs/AVOyRVoYJMjrpEmX9APPdR7jQPIwN6hyYGNNEnw0vmERlcnKS3/qt3/qKr7H26fVnIQTvete7eNe73vWMr3/Vq171Je/5WiDKCtuIt12bZC/FxgGqlyHSHD3RcPz3wKOYCN0Qw1JjIs/pGQLn0x9uVggDRdtDBwI/sc6JJgVtnMuQbmq2kpjhSp1fb9xKICvODTqcSd7C22buQgrDd9SW6ZuK0k4BTy6GR8uQJd2msIphEXJddJY/3LqBWb/PD3XuonZFzm2bB+kVEf0iZGOrQbkVIVOJrhsIDAiL8SwqrlBnY8pORdGW6NBiQjePIO8IqDQ2vzyNiiyh3IooF0r8DY98vkTkkmrCMLPQZXWpTdAoKLZClo2kG8VsZi5oq4zkUHOVt07exQe7V3M4dK5v379wO5nxuTvZyw/OfZKdasCvbbyU/y4Kvre5yMXKJXS7vYRzZclNoc9ilXPn1j5W0wa/t3UD6xsNao0cf9O5eznRtN2urstRLmHFJboXhFvVaDYHqFyjIzWacG3QtQCZu8qrCRzf3e8lI3rgqJMy6uaZ9jNXi8d4DmGtsyj2PWzgOdqOFKhBgfVdd8HfytA1f9uW1s3GsVhf4g8MOnLDIKWGfEKhUmichbIOxYSjRCFgz7xzePnNx2+ioTImVMKWrrFlVp+R2vSV0JYxT9iCKUpuDAP+xf4/5Pc2b+Jxb5bZsM8967tY69epcoXXKgjCEqUMqpkyWU84dWEa2SxJdwissqiBQmUwWFC0atFlu/WJQrDSazCza4vVxTbhPhfYlIXHock1TgCdWsr6sMZ6Xuf/Pf1XuGHyHLEq6ZuI3f46/2z6ET6UdNhTc9/5DydPAK6o8vpaDajTNSlt+ZV1PbdlO7hYdrhTGD6zeYjltMnZlUmqXEGq8HuSYMvRVL2RG59n3MBPYdy6NYFElqO5MoHYnkUjtXPsU8MKHXmuQyoFuh44vUrsuflInsT4X6pvGOOFj1JFtNMVhrVZhC55hDkmlYLSzfN4ZWcBdEEVtjicnGG9vpu0Mkz6GuNNcX1sOJlaulnFVlZx38Ue33HFLK/Z3yG4boEPPLHB4+sJ882Q9999kQvnu/zwm47y4gNvYX1Q8MjFPq1OjBSCtF/wq3/wIJ6vmN3dJk9Lrj0wyda8K8T+5z9+BM+XPHyuy/nH1/lPnmSYV9y4v8NmWjJXd3NLTm+lXLejxYmNhE7sk5SaydjnxEbC57OSfq7pZSVXzTX49NlN5uohbz4yiVUB3r6ryKcPsTGs6FxGS0UKwWZaMshK9i606OYVv//AEjftnmC+GfKFiz1CT7K+WnLn6Q3+/Y++hA89usLv3X2BwJMoKfh7v3UXr71hJ3ee3uDco2v87iCnu5bQnq6zeHYL5Unac9MUuSaIPU6f3OCxh1c4+ak/IerMo4KY7vISaTHL/L4OG8sDGu2If/uO63nPJ0/yZ/cv4StJXhlesreDMbCrGZBpy6G2x6CC9VQjhWCy5tEKXMJ5sFNzttCtiCNTEWd7JYEU292WB9Yl8429dLsFE+3DTIYKawICNdahPhvG/ennEtYi0gLdjh01RArk6hY28NCTDYQx25QD+RTdhjcsEZXdHiZ2iSteNOW2QDXaMG6goXZT6+VAMVypE6wrHl2bpVfEHGmvMChD/vvFl1CXOQ0ZMatq7Pa2tr9rUyfcEiluGAXyvqiYUUO+o30vn9/aw69tXce31R9hNhyQlAHv3HMHe2c2Ua0C2ynxp1MmpgYEtRIE6NSjnKwQhSRbcF0iXTPkO0u8UVFR1C8v2C6nXcTfnBtQdjRRJ2Nq/ybN+T5r603CZs5L957Cb+foXBEHJb00Yq3bwFjBo905lqo2/TLijuFB/snyNdyd7KUmc45ESxzwBhz0G/zI1G18f2uNBwrL/7f2Kv7r2sv54PDItlD3VzZv5sKgzXK3yWa3jlgOyR4f2RddMhGwIwvivgtwVGGpL1eo0hJulW6Gjn8pyBkFOFm13SkR2rqOihLomocJfeQwd05fvRShNXKYIfvji9jzDmOdjbgSiNzpD4S2rqMgBeVUHV13GjMrwOsXyEy7pLKy+L3COYKtlWAhXjPbAwPD7kizIUHEFWcWp/idR25kuFrjAytXsVE1OBwscbqY4de683/hTb8mUNxftNjUCTeFPlfWLrCrtsXPzn2CG6bP0a6n7N25zq6ZTebbfWpBSehXXNxs40cVQlpsTYNvMLM56ljfGVkI4aoilwExWRAFJVdOLRE0C66eX+T6hQscWVhhLW1w5cwS79j9OdpxxpmtjqOZJpOUVlFaxcWqw6ZOeLyYZ1MnnK8GnCjd3Bn/KW5CT01SFqsBDxdf2rXom4g7uvv5L4+9nM+d2cvJU3NUuUIkHl5fEWw5K2IvHVk1e46+eWnOkQkkwWaBFeD3KsLNktrFDL9XInPXQTO+wnqSsuG7BCYr8bfcOrVKYkIP4481Kt+KEEBWn6MxXEJtnUMI+PjpLaZ8zTVzdR7MW2yUiqQymFqHqXyZmZrHhdSdx6q3xI6Gx3XTipqv+GcvnuC62ZCVpCKrDDcstDi/mVLzFX/95j38i++7jkbgcc18EyUFM62QAwtNZheaLOxs8bpb9zE512C+HXH+sTX+9ENPMNUI+KM7zxOEijD2kZ5kz7EZXnvVHL21hDsfd45dZ7sp7390nbvObJJXhtCTfPzEOqWxtCOfhWbIRlpy7XyTW/Z0eHQt4Y2HpjnXTXlwLeWOi0MeC/ZggZ2Ny6t513zJidUhgadYaIZ8/uwW+yZrJKXm3qUeH3xomaVBzu52xKuPzKCEYLYVcfsXLtCIfO47s8XLrprj+FyTux9dZXZPm5mZBluLF7j2qjmMNmTDgsHmkNOffj9lrtHaENUDWjuvYMdVN7Lz2lsIam1On1jnmt1t/vuPvITvuHEn3bzixQcmecPV8/yj1x/h/3rRbo5M1+jmJef7Bfcu9fn1e1eJPMnnLnQ53y85kJ/Dk3DdXIMraxkv29WkFUo8KZipKTayikJbhqVhoeFMC5QQ3L8yZDPTPNaDB9fGrl/PhhdMR+UFAeGcg2RWoWs+lBW2FmEiJ9a1nkSmpavIlqNgKHfTsGVegfSoIoWXaZLZgNpKRTapXIJinG5DR25AmfHAxO4mu7XSZKHV4961nVw9tUjLS1mvGvz/Fo/zbe2HUMRcGeT8Tr/Dfck17IvWuDE6zfc0ugxMRkPGHPVzPtO+SMcb8r7ujUhhuGJihb8zcYEJlfBrvJzYKznWWuLEYJqaV/CFi7sxRjLRSFg6MwUGikmNSuWI4w146rIF4apRohOP/lodr1WQJz6ep8nSgHoz4837HuBIvMQ98U7271ikW8TUA8nEZMpP7v4zPtS7mj9du5pBGTIX9vjbk7dhgIN+g7PVCierBucrzT3ZFdwQn+Zjgys5OZgmrzxCWfFw/AQXdZNBFdJLI7JhgM0UNAyqr1wSFlniFeeYpApHe8O4YZVgCHoaHSqEsXiJdg5KFrxB6QLiS3oda5FJhiHCq4xzWRo9b+PATabPK0Q5Fto93xBlCSp0k9iFQOQuSTTNCCvcME6hXSdMGIuu+9ualWDLmSToSOIPKxfJ4KyLhXFUKqvASwR56gwoSiMQkSbXHl0d876NF/H6iQe5IbxIbkNOluWX0L0eLhKUsE8bCgnOwviA1wUkDxYpu/115jtdOqrGL8zfzr/xB5zLOnz/9Gf49NDp+W7fOEAzzPGl5uHTCwT1gmJ0rtenCooMxCDBDi+PsnnjvrM8vDrHI5uzHJ5bZTOrMRMPCGTFVZOLfM/k55hUCZ9uH+KH5z7OH27dyFCHHIsv8jdaK3wyg/+0eT1dHbNUg2PBk6XZpw5yPF8N2DXS8txfdLhYdZhSp5gdDdD8XF5ye+8g0+GA0K+gBkNA9wJEIVyRJxoVFyqcM6N2hQfRh6DnKJply3dFBk/hbRRYJSmbHsFmQdX0MZ4g2Czw+u58weDovbnrWltfYcQ4UflWhJ9uUCvd7DKzvgi7jvBdV0whsy65bbC75VNoS6EtNqixaOoMeyVnuynthQaNzi4MoGXA4XjAJ1Ykc42KHQ2PQlvuWuzxxqOzPLQyYF8n5shkzJ88vsZ//cxpvuPaBRbaESv9nIdPbnD1oSnuP9clSwrOr8LUQovDByd5fGnAO1+xn9+/8zwHZut87w27mK373L3YZ2K2ztGFJh97dJWpRsBWUtKMPD5zcp1G5PNXr17gN79wjs20ZE/bCfEv9DKunmuytx1y27kuf/XKObYyzWdOr/EjN+8iXn6I8vG74fU/+Kz775/88cP8tRt38dByn0+e3GCQlZzeSDi/kZAUmiPzTXY2I+5f7vOrf/Agf//t17K7HXPt1fPMtkLecO0C+zo1pICZmQaTjYCNQUF9cp6771tCKkk2LHn7267hjqt3sHq+i1SS9lSNdN9BonrA/n0dGpGHNpbf/993o6RgYSLm7gtdXrZvknbo8ckzGyw0Qo7P1DgyVWMr0xzYM8EfPLLCya2CNx6aBODxZDd+pnlkLWHn/ja9VPPQasKr97a4dznlV28/wz957eHRvByDtZb7Vwa8aEeTTuQMDO688OymKn/ZMU5UnkPYyEdtDt0NbpBioxCUQGYVVTvEX3U3ftXPoBlhQg9d91G5dgPnAmeTioGwqymaCi+zyApk6RxqCuMmShsP5+bTcfaY57ttisLjtnQf+6c2OF67yECHnCum+Nvtc3w89XhlfI4zxTSbVZ1rRq40DRnxWDnkZOkW3tHwIj/UdvqNe/Kce3J4e3OTP4yGZJXP/nCVVPvct7GT3Z0tlvtNZmpDdl+1xWraoJtGbG008KOSYsJHbPWxE83L2n9RVJIBu6a3SEqf1ZUWjSjnpTtPMeUPqamC23sHuXJmiTdN3csT+RzHoov8wdoN/MtTb6bpZ9S8khdPnuEnJu+ko54MeLSFLV1jtWpx33A3/+mxV/Ci+XMsxF2O1Re5LjpLYj0+OTjKh89dwWCzhpAWkSlsaJAV1C4KV4X1wR86qloVCcKueVI8b6yjDaXa0fp8iawMuuZRNXyCjcw5CZWaYscE/nIPXasjrMIqhW4Ebir6UhfdqUN+ecHiGF89rO8j8gJbj938msxZQJnIRw2c5kz2MzcXyZNUNc+t65E7VtXwCTYLstlwRCFynRR/qMnbknDTJbay9NChdbqHmmEjielWMY91Z3lgY4F/ePBDTKpVHi1nmVHLT5tgv9uTnPsyszk2TMB+P6Cj4Eo0l2ieofDRVnJV/SKZ9Zn2+pwvJrmpc5q7uru5unWRV888ykBHfGL5MOfXJlDSUDYAKRGNy5HHQiA1x2aW2R1vEsqKT68c5HB9hYVgi++oP0ZuYUnX+LbOI7wsklwx82mmVZ1/tXaUHz5/kFe0H+OG2mmu8NfZ73/57zxT1fj369fx1zuf5epgwPFgk9nRGj9RDvjY4Hoe3Fhgttann0TkiY81gmBVoWtugKzQbnijEBZVgCotMDqWuOdUbp0dsRLbND8v0QhrwYyux5VBJq57LrRGlObJtT8s8Mx42vS3JKyh6uxiYDxsex+HTYLsrXJWzbG/+wBnO1eyoDJWjOv+KQl1X9KJfVaSii0p2Ld6B7fHV7PQCLluXmEsTPTOcsLf6aav1332HZkiKQ2FsbzzmnlWejl/eu8iP/Fth3jV/kk+dOc5lBS85PA03aSgn1Wc1IbF9YSq1Dy82KPfy/jwA8t84vaztKdq3HR8lmt2t1np5TxxZpPGRMyVO1sEnuTxpQE/+LJ9/P79i3z3NTtYGRb80QNLLEzENAOPz1/sUmrLibUhN+9ssdDwedWBKWJKutPHaKngsnbf0R0tfu8L53nN8Tlue2KNXZM17jy5wTtu2s0v/+kjaGP5zGNr3HxoiqmFJr/5yVPsnKnzN1+yF2Mt/+XTp/lYtgLA4tktzgBeoNhzbIZ7/vRjHLjpZuq7Qh5f6iOkIKoFbCwPeNmLdrJ/rsHHPnqCnbva3HXvIm99zSEuXL+PiVrAW66Y4f2PrnJ6M+FCN6M9osA9vpFysOOGTSal5vhMg1AJlBA8tp6hreXIVISUAmENC8MzpJO70Rb6heZn33iEXm6Ilx9CzxyjHXq8eU8INuMzF+Bl8x4NJp+vs/VbBuNE5TmESHKsFyH6Q2yz7jQreOBd4rsr13UJFLLQCGNBW8rJCJXK7RuiLDVV3SPoViAFRgnKpkss/AQQFh04QShCUjYFg60aflxireBCt83/EddxbmuC1U6DV9YeZ0Uv8Fgxzyvrj3BLpAD3eR9JFVt6gdv6h/iXc5/lj5MZSruBLxTXhSG/uHGAzD7Ob+z7Mz6QdPhM/zCpDtjT3CCpAry2oV+EHJte4rVTD3Oh6PCR4AryyiMtG66DUF2+WOzg3Bq3TJ+irVIenNrBPas7WEzbvKz1ON/fWuO3+1N8fOsodyd76VcRDZUhhaGfh8ReyQ2tE/xA+4FtykhiCk5Vml9ffwXfMXEv56yPtoJjM8u8uHWKrq7x2a0DPBHMcff6TnpphDECMokaKKy0UKiRExD4AxfQVJEgTgyqdA5QOgJ/YJDaIsrKVd5jD5VrJ5QvDF5hwLrAqJiu4fWdpemlQYPWV6i0RBSOAiezijIee6w/3zCNEFs85Tz1lBNFGzvqbJWYVowJve3hgH6vIJuLEVoRLQ3R9YBwo6SqKTcwULs5OsI6LQQSN7RUuFlEUku2tup8lMPUg5KGX/A7KzfxoSChrnJWqtZ2wQBcQeHYM8QC7xu0+O5G78s+fslu+3N5SSRLlDDUVM517fOEsuSvNu+lKQV/pXUP/67xOmJV8vHmDDZNL5uy2Ssjvm36EW6JT3AsKLiydoG7Bns5FOXbHZDMpgxNyBfyAk3ARZ3x8vpj/FF5HXcO9vOzc5+iLb80SVnRw+2OybxKeEv7Lq4J3Jp4/7DG+arPffluHk/n2Cpr5JXHY2uzVKXCjyqKjchZEK8663MTOJOPaH1kGiCctsh4Ai8fufaVBh24IbyiMghr8bIS3QjwkmqbvgugehnVROwsxUeUTjFIEfGYVf2tiJO6xQHjsZpo9rV9El2n60coYLBwLfMSMl0n0JZTfUNSVuxpB0xEHkoI9ubn0TuOc0TGtD3D2aGm7kuSzj6mtCGYreNJwf9+eIXJ2KfUljccmuTqhRbH55tIKXhkbcgPveEKrl9o8bMfeIS90zWUFBzY0eLu+5YIQo9P3b1InpZEdZ/J+SZZUnB8R4vfu/M8sa8YbGUUueZTywN+4/95Ce/+8GP850+dYphXLG6lXLWrzfdev5M7L3RZHuZ89ol1zq8MuOHQFL9653lefWiKB1cGbKZ1Xj/TxdQ6l7X/Ds/UWe1lbCYFS92Mq3a1add8/tttZyjSivseWObnf+BFJKXmzK42Z9cTbj0yw8998FGu2zvB333FAd79Z4+ihODAoSmeeHSVm6/ZyT2PrbHr2htZPbfGzO5pHnt0lTDyMdZSJj3OrCUoKZhaaNEfFlx79TznNxLUSPfyrz92gu+6dgf7JiKW2jFXztbo55rff3CZHc15bpyLyI1gOak4tZmiREwjVOxpBZzvFygBGgmdXeyRipVU8/rGBlt+g15uKOePEwBLwwpjA3wpCL0ckXaZq4/v8c+GcaLyXML3XHDTqGHjAJEWoIRLUIwBbbGRc/SySrikJVaoxNHCsBZvULgp9SMaQTWaguwPNeW0GwZoPDecTWhLbRH6gcCuBhQtiQgNmQzYWm2AESTNPn88uJoPLl3JdZ3zHA0v8idJRFNmfHpwBd/Zuocr/C5Xh4vUZJ0pNcAXis9mmsz6vLV5H3fmO7kmWGW9arAz3OTEYJr5uM91zfOcTGc4OZiiMpKHkh28sX0/g5mQC9kE98tpV6V+yo39K2G6MeSv7/wsr6ud5v8MrmAu7HGwE/IjCx+jJnMGRnO+mKRbRjy8OcfNM6d5cXyS4+EFzIzkjbWcB4uUD6cLHPFXuC6Eh0u4Mz1EKCs+OTjKqWSKXhFz7cR5bolP8qf9a9jMaqxndVY3m5S9AJEp8A1WWoQWeEOBP3QGAWHPOqcgf2Rv2tfoQLqgtDKIyrr5KL5EFq7KKksN2rl9CWsxgUe4NHDi+cgHIVxAXFSOGuhJTKvm5jTYsSPI8w2ZFCACUBJTCxCZo3qpYYGJnU2v7KVA5NZmVqFjH39QIXNN1XbCaVFZVOHmb+hQOjG2J0b0L+Fsi0M3d6eIDabvs1E12fIN89NdVgZOa6Wk4cojF1isBvyfwRVcF53llkhti8k/kqrtgaTPlKR88eOnygGR8BiaEInl1tpjnC6nneg830ld5vyVWsbfX/gQfz64kk+WwOQE5JfXFbipc5ofaj9GTQZoGzKjetzcPMH3NJ6kNPRNQFOm/MrKq/mH8x8aUdgMr4rvGr3iS0XyXZOyqiWFHbCmfe7L9/Gq2mngUvLjU6D405WrObPlrNWNFSS9CKsFwjOoocRLwRuCyixqtEnBwB0nq5zrlzBgQkG4XlLVPTdxXluKTkC0mmGVRJTunAAwoedomspRA8nZ1p1Vc210NdaWfStiX8MFttM1Ra8wWAutQNHsnyePd7Oaahb6JwhnDqGEoiEtKYK6L5mWOUltHyvDknYESI/dTccW3coNn7/Y5+h0jbQyvGhHm0fXhjQCxd/8H/fyL998jNObKfsnYj7w+CpXzzW5e7HHq4/P8kd3X6Qd+2wOC265YQd7p+tMNwI+/sgqb71uB7/8p4/QW0v5zY+fpLeRMjnX4G2vO8zdpzdp13weXBlw5mKPC48t8ZM/+BJ8KXl0qcfrDk5TDxS9rKIZefytVx/kQjfjgfNd/tvakO++YSdHpmuYehPVW7ys/XfHqQ2UFPzR7WeIGyGN0KOoDFtbKX6oaE7GXOhl3HVmk9cfm+M9f/YoH39khddcOcev/e79fPahFR6//S4Wjh0nCD3O3PkpotprOHzQdSWWFpqsL/Y5csUMG/2cMw+vIqRiZbHPxcdP89ff8TIWJmLuPbvF3uk6rz82hxTwmcfWeHC5z562SxrOdHMOTIR8/3ULWEAUCWHgkpdSWz59dou3XDHNmW7B6FLB/35kjVfu7VBoTaAkvfZeWsUWg7CJyHqoYshEfZ6kNLRDxWRc42IakCT95+Vc/VbCOFF5DmGlZNufwFps4Ds3IW2xI2cvimpUpdUIU1LON/EGBbIyFB1nXewNSzdYbjPBLjQpWh7Gl4R9M6rWSkf90m6ae/0CIGCw28P6FhMZZCYRGh47N8fFXotd7S5nkkk+pK7e3t6/1bmdPV4N9RTBat/EfCbr8Z+WXsPN7VO8qnOGR8uMPxgujBx6NgiU5o0T97HH28QXmrqXY6zgQLTMXck+lvMWgawoWhZRlJetUfl3R34HgDvzWfom4mXNx7iydoHjQZ/f6l7Nx6xio6pzZXORF0+c5m3NeznoN/hQAo/n86zrAQ+nO/iBzu0s6Rr3FRk3hhEP5jmvaT3Iy6OMZZ3zMxe/nVPJFL9avIIHt+ZpBy6oqEqFiDSq6yF7CmEuCW/d9qnCCef9gaOFyNLg90qKTuAcvUbTqstGRNArne20FO74h8olKkmGLFxnTaQu2RGlO0eE1phGhMhL99pKo4bPHIiO8dzB1ANs6YEEOcwpp+r4S11XeBACkZaO4lMaTN1HDQpkqSlDH7+XU07XsFIgtcaKEVUo05QNp0+qr7h1i1D4AyhrgJHISqJjj2xPweLKBLVGznC9RtjO+I1zL+HP68c52ljivnw3bfkETWnY0ANeE395etR/683ypvqpbdpY16Ts9xsMTMZdouIfTj2ELwIm5UX2+WtuTXs9PpK2uVDuoOMNKZsWkWRwmfbE/2z6EcC1e3Jb8cpYo+0QCOialJoI8IXm1vg0b2ucpyGfpLRpa1BCslgNWPiiWTJtGdMedZF2ebBuNjlZtjhdGR7Jd7DT36BvImaiAVVbcmp9kmS1DtIiUoX1jdOQjYwvlHCaPj+1GAVVKPHykRlGbjCBoKp7eGlF0fTxhy4RNZ7EBm7ODvYpbS1rscpdy23kYQJnMe5tDCknxrfWb0Ws5YLZunV0LTPggUHAVRNg6lMoAdOx4qI9yFyZ8cSmYL7psys5xXm1i1m5SeSl7Ko16RtYTZ224RULPoEKuWauwWzNMR3uyTTvuHKKx7cq/s1bryJUgtCTPLg64OBkjcfXE27d2+FX7zjDi/ZPMlHziQPF4lbGnSc32OhmBJHHv/vgo+yab7J0eotWK+LMA2co84oH2xHX7+twZm3IxX7G0X0dXnvDTn7t/Q/zva8/TOBJfufei/zRx0/yXd92kMpYTq4nhJ7kTdcs8OjKgJVBAXMuiBfl5Tl75pXhgcfX6EzV6fcy0lIz1Qh4PK2YmK2zsTzg9hPrdJOSX/noExR5xe0ffZCT+3ew89Ak2bDk8EtuoL+ZUpWazr6ruO+P/hfdl74ZIQUX7vo4N771u0gLd+166cv3cmapT5lX7LvmEB++7SwHD02RFppXHpnh9GbCznZEURlWehmbacnprZSVQc7pyRqzjZC7LnZ56e4O7ch95lVzdQLZ4OKgZP9EwAMrKQuNkJfvbrE0LPnzExtMxj672xEz9QbaWLJGk1I1wFimQsFKqimNZabm8Zt3LD8v5+q3EsZX0+cQwhgwAtOIkf3EaVSsRRiD1ZayE+MNCkRlsLGPEY5mYAKFNygINkbOMZ501dx6iEorwpEVatn0KJrKTa0voawJ/KHjTKfTl+yL3aAyl7BYSD3CKc2FbptOLeUPVuYIPM3ByTXuiHezf+R0BfDb/Sl2++s8XszzYwsf5qbQ5+Op5HVxihI54NxCjgZ/wpVBzEfSGueLDt83cQe/u/VizuZTnEkmuap5kVm/x+1ciY3Dy54F8ueD4/zk5EmuCRIe9B9gUmoeLQtOVwFSGP7R5EnA0UGmZMzHszYHfc3rayXXhQ/x0WQXACfKDp8cHOWh3jxvn/8c399a432DFr8/mODPNq5kI6+zp77JZy7uZ5gGLMoWQVDh+ZpqLRq5eAniFUexE5pty2VZ2ZGFsMUErqKKfZLbLrTBS5xwXjcD/F7h3KNKMDXfGSd0h1glQULVivC2MjcFfbLuhNtJjq1HyCRznbgxnleIylGzrFKIrHR0vU4DK0AmJaYRODMMJfA2U5e8VAZPCGzoAgupjVu32ZNTyVVpUYVzBzO+QKWWKgYENC5Y0lmBDi2UApt5lGFF0MrxPMNWEnOotca5zFEq/unqd3K8tcRV8Xn2+5vP+DtW9JC/0VoBnkwELjllNWQ0es5tW9963BgGfDDxeaScZr1qcEt8hotVE1mBjQIIL493/lTU5Og94unff2OouJTMPBWXiiSXkpRPZlAXBTd+0Xf/SRLxeD7PhEq4Z7iHbhkjOcBC1KXlpXxmbT9pN0INpeuCDtx1UNgR1a54itavtCOdn4DMaYmKliLcdMdYDQpnNVy4a7NKSoxQ6NAd37IVoFKNDTxkP6FcmEBo42ZlFRWUFcHi4C+878b45kegBLl2wWZmmkzVNA91NaHncUh3sUIwW2uR6ZgbGhtgDKIYcGS6IvV2sjIsIQFPuW7M/omItcoNFMwrgxABM5GgFig+dX7IgU7MLi/hd08VxL5iZVBw694ODyz1uWepx/W7JzizmRJ4kjNrQwZZxauPz/IHd5xjphlyaitlZTOlv3iSzT1thqvnaM5MceUu52K5a7LG/77tDG+/dT+ffHSVybkGn31inaM7mvx/7/5Vfugf/A3uO7vF0R0t5lsRSsLnTm/Qzyq+44pZOpFCVJrlxl52Xsb+u+ehFY4fmebs8oCTdz3Mfzy5QWe+yWtu2sWfffoMEzN1NgYFn/mjT6HCGKs1VTZgODVJczKmKjNOfu5O9r/oRbz1lfv5b/87Z+b4Swljj8HmkD0vfjXzUzX2Tte4btcEH3pomTD2mZqIWVkbYozlhn0dFloR+yZi/tfnzvHjrznED7xsH1dM19lMS1qRRyf2aYcex6ZjTm8mLA9z9k2EtEPJJ890uWFHk1Jb4jN3UobHaSjFhX7JvrbPS3ZP8N/uPMv8NTu4Z7HPdxyepNCWVr5OVpthqzD0Cs3hhqGvJd9z5Rz//Pk9bV/wGCcqzyFEXoAXIbMCW4+wnnROQta6GxggylGV0lrwlRuQNqwoJ1zLUWgL1mIaASqrsFLgryboVkgVSzelfqgp6wp/YMjbkqIpCPoWE7gOgMkh31Xhr/hUdUNvGFH0Qtp7MibqKTW/5NVTj1JYxfsGLdZ1g3sGe7iucZbTxTTzXpcbR8HWrVH1tI4LwLp5kqbxC3P3ACHNydu4oBtkTZ+70308ns65oWlJ5uhfl4GfnDzJg0XKlgl5WXTpPT0mVchN4ent14VCooTkhqAP1LbdgN7e3GQxPscfDY9wLL7InnCdPd4G9xUlZ4oDfHL9MA9dnGeyPWQtqSOEpSrcEigLD7EcIi3IXGyLbhEQ9p4ycT5z9B4rgArHcc9cJb2KPTfAU1vw3T6zAgj9bd2J9RWmGTthNuCv9MEYbC1EDXLk1gAuza+o9GVbxI7xtcH6Ch37yCRH5KVLWjyJKEpEPqJuek+Zs3LJXVy4pPVSgmLVKJht+E5jBgx2BmBx85AQ+ImhigU6cG5gWI+qaagKRVwvSPohflRxdtDhYq/Fa/aU3DBxjrZKuTq8iLbh9pp8sEi5MogZmGxby3E5uKTzeGPNVUK1TfhwOklhFcYDMUy3f+LXE6+I4KkJTWk17x92+OzgIKGsuLe/m0BWpNonqQLW8zoPL81R9ELQAqtcQSHoO7MLN03eojI3nLVoONos1iWSsnLzUsLNCuMJVGFIF+rI8pKeDMqWKzh4I32a3yuQgwJhLbYR4/UyxDDDTNShKN21P/9G7L0xnm+sJhUNpTm9VfHiep/IjyGukY/MGGzUIteWbm4ogg7awOSER09EdNafYHd7BzLdRDcWqJCUxpKUhs205Oh0TFpZzvQN53uuaJlrw4qq48uKQV7xin0dPn+hy12nN7lp9wRfuNBlRztCCcGOvZMsD3M+89gas52Ybzs2y0eB0+e7XPmqm8iSgoO33MKt1y/wp585437PuTWCWo3f+dQpuusJ/fUBs3snedmRaeLOPGmh+dxH7+ULXsD3v+MWlBTsmqxxbKbBXYs95ptTtDHMmC24jNn0YeTx2KkNbjw2y9HdL+O//fy/5xX/4O/y5589Rxj7bK4MuP7gJBduuJYz9zyAkIr+4gmOv/qllHnF2tkldl97Pecffpw7d7eZmKnTmavTmarT68SEsc/99y6irt/BNTvb7JqscfJij8l6wN4dLXZdNccr9k9y12KP01spb7hmnlt2NrlnaciJzYSar7b/3Hl+i3bkURrLoNB0c03sSV5/sMOFfsmuls/Z6Hr8QclMzePUZs7nk4Ib5uv8s9ccpNCWfRMhg8KgrUXF03jCGSw8sDxgX3uSJ1ZShv2x8cazYZyoPIcw9QgR1JCDFJmXmFqEDT1H/wLkMHN6DWtB+YjKoBLny38p2BF56Sp1aUk+10BYSzldwxu4k1mHAuO7IYFVLMg7LmDx+pagC/kEhBsCoQMQUHYM5WqMP5BciCcIo5Lju0+hMPzu0ouZi/oYBK/tPMSb6uf5fN7g5nCIEi6Q+eIkZVMnvCJyIttLPHlwU7IP+gAliV2krdrousFMNJDdy3OueqwcMqdgRqWcryy7vAbT6ulJzlOHvnVUjY+nkrvSa/ie1n3s8hrcVUxzIpvlpvpJMnz+fHAln93Yz61TT7CVxxgjWV6cQPY9TKyRtcpNrF4PwAiitZHgOXOzFfRIiyIsBH0zmm/jrIqtgHBTOz58ZTCxhygM8inuTMINwsbGvnMJanh4iUtGLymzbS0EAyLPsYHvKEeBjw18jA1g3Bl+fmEMspsANZc0Bh5oixzmbr16EpEV2NB3dL7KuJkqnkT0c4icyF5og/E9rJHOVGHUCQ0GhqLu9Cp+Yilrzj1OaPAy8AeCQSxQ5yOSVoBVFhtoTi5PozxNt4xpqJxj0UVqQvPTyzdyde0cR8NFbgqf7Jh8LVBCcm2wzkUdIGdckCT+AiYYzwVOlG7OEThdzYeTI/xQ+yKRLFgrGiynTdaSOtO1IZEq2cpiNpOYYivE63oY3yKLkSZIuKKPqtxatgpXdOi74yIri5eYbXMEHUlU6tatl2pkrrf1SMKTIIVj71knoC8na254b+SuxTZoONOMWoiVEhOPb63fijgwETCdPMGj8SGy+hz9QtPwBe1QYGSTxzYLDkwEdHONEApfCobhhHOE66+x1tyP9udpGsHnL/Z5ZScjrk/x0oWA1QJ2eQmJ3yT26ggBF3oFB8OMw1M1locFncgF0W+8ep5z3YxG6HF8psHiIOfXP32azY2EYS/nDS/fy0o/53tu3MUT+zr83idOYg3EjYDzGylZUhDEPkXSxVQFW6seVWHYOHkvV9zwJt73iVPMHTnKp+88z9Tunbzl1Qd5fKnPuYs9vECx47WHmW0E3L04YMfgDspr3vgM/dIvRdwM+b5b9vDYcp/PPOBubPc/skpjIuLsQxcJajX+5ENPMFi7iDWavdddRWthD2ceOAfA8gOfojnzXRx72TW0az5PDHKuODaLkoL7P/0AYWOSXUemWe5m/JePPEFVaHbMNzm6o8XjS32+66oFTm+l+FKy2Mv48L2L/NXjc7Qjj5l6wMOrrhN640KDG+brBLbg1JbPdXMN1pKKWivgnqUhC82QzUwTKcnuET/1urmYJ7YKPJ2xmSkksKsu+Oi5Aa/Y02JpUJKMEtrOaFr9nnZAT/zFO9d/2TC+mj6HEFmJxHVQbBy6Dou1rsIm5bZ8RWaVq6gLOxLZVhgxOhRSghDoZugE2sYJNE2giNcKiqa/XdEvG4r6kqYKXZWwaAnCLmCgtuim2WezAr8rqWKLKSWF8Pnk6YN8ShzgwMw63TLi5ZNPcGVwkbaMeU2s+VyumJJPBg3g3LNqMqCjauS2pLT6acHRA0XI48UsAAeCFZoyxcba0ZzSyxOWNoVl+imWwn+SRBz21582O6L2RYu6KTOujc9suwsd9tf5t2t7+czyASbjBIklkBV/dMFpc6wFf9VHZYKyFJhIQ66IlyUqh6Br6R0Albthjap0HHaAwQ7PDXUsnJg+3Koo2sGo0+K6KngSI3DHzRMYI/G6KdWEMxWQeYWJ/dEJ43QqIslHr1fYwHfuX5t99zzjOSrPN0RlsI26042VFXJrCL7n9EKFowOZWoAcZCM7WovxJCopsLGPytyaN76PSkpkVqKn61Q1hZdq/J5+SgcGvFxgFAQ9Rz8qG4JoRWJCCM4qyoYlnC/or9cRdcMd5/eyMNHh83IPnjTcMnmKKW/AcV8D/nOyD06VA/b7DRY8kNJgGzVEenm88+cKHxweIzEBV0fneSg7wLTX49e683R1jbODDiefmIdQo6cFc40BF9fb6G6A11N4iSDbVyCXA7xEUNVcV+XSsE1ZWfzhSONnLVUs0YFEFW5xi9wVIWTprrk6UnhJhQkValgiuwmmFbtZOqXeFtvL0bG3vkIN89F5UiCry6O7jvHCQqYtG1NHaZSW2sZJgql99CvIK0tNFexoBHgCjtQrzuSCIFSkpaETKczCMaZCQWElaWW4dUeIePROBodfRb+QhAoS31n5a2vBuuC3sjFXRjBT85n2Sg5P1bl3qceedkxSav78iTWm6gEvOjDJd77pGB89uc5E7JNXhifWh/yfz56lNVnjpYenXbKx1CdPK1764l3cFyruet//ZPkB2Pmib6cxvw8Az5foylCVhsZExGov45FHVpnd3ea7btjJL/3BgySDnN/5B6+ku+f1iMpwOf1cayz/8f88xPr5VZYf+CQvfef/zfLZLTaX+vQXTzC5/yr2XTnLY3cO2HHtFZz43D3UpnYwMT9FfyOhtfMIOw5MYoxltZcT1QJu2NfhgfNd5g/tZXKuwWuvnOPGnW3+5xfO88DjazQijzccmeHM2pDPX+xyfiNxAyfbEX/1lj382Yl1XrZnAiUE37k34PObklYgUYNVLogOx2fqeEowXfPwpeD4TI1eoWn4kk6kONcvGRYGmj5zdQ9v/TH2zB5hKTXIfMi+iZiNVFMYy0So8CRc0Qz48Lk+R6Yvz1nxLzuEtXbco/4a0ev1aLfbvObgj+Op0Dl+JTkELogwoY8cpK5K7rlERJSaqh2hejmm5iOTEjlM0ZMNrJLIrKRqRaihs8UEqOoumZGFwe8XFO2AYsLDSwzCQH+Xh/FBGKhiQVmHbEETbEhk6WavlC2DaVUI3+lp2p0hRaW4en6RWJW8pH2CPf46hVUc9tc4FtR4/7DGdeEKe75I7JrbklC433hPnnNdGHK2GjAp3XZe/aEf5fg/OQdhwAdO/eLX63B8S+HSudXtdmm1Wt/ozfmWwqV9+9p9P4qYmUYUFaJ02gNR6m3qj1UKG3nbMzVEVjnaz8jNT2Qlpl1D5CXZjqYb7gmYUFE2FNFawXBnhJcYVOaC3GTWR5WWKhLkE5KiNZrxEbjAujySYrbcuheFwN85pFXPKCuF72mOTi4TSs1fm/ocBtcNWfAarOnh0+avfDW44lPfz8F/NkBowwee+Ddf207+S4rxuv3WwqXjuXLmBMv+FIcmAgalS3JjTxL0F+nGc0SepNCW0ljyyrKz+zDl7BFk1qeoTZFWhkAKasMlfueCz187Ns35fkkzVDyxkXGzPM/9ai/NQJJUliOdgG5hGBSG+5YHXDff4OG1SxQlyf6JkDvO98m0Yamfc/1Ciz99ZIXZVsjR6ToXejlbWcldpzc5vzpkohly5a42q72MWw9Pc9uJdR44vUmtFnDyoRXm903Q30hJBgXTO5okvZwdeyb4jmsX+PMHl1nfStlaHeL5CiEFv/V3XzKawu7RaYyD7q8G42vFs2PcUXku4XvY0CUpZqKOWt7CtB19C085YX1WYuMA3QzB4jon2iCKEtOMkf3RROzgKYdGguoVrhofeqi0BGtJZ9wEZS81VLEk2nTzAKpYUMWgSmg/rKhi8BKoGqAyid0IyOY0ohIkcUAxDNicqOHFAz65eYTvm/0sb6kn3JMr/sPWbi7kHfb5G+x5yk91FqnOtadnMq4LaySmYFUH7PFcgKVC7agzX2cKyRhj/EVgw8B1R7wnHfsQArTBRiN9UQG6E6OSytlHVc5u2grhLKaNwSqF3y+3B3paXxIvpiAF4UaJ1BYrBUXLIxg4RypZOpF9qMFKQVV383q8J2JU7pIWHVqqs3XWVR0xm6OLkf7JCmJ1HfNBj0fyBX6ic3o7SdnUCScr70tE6Ze1P4xAaAOX2QkdY4y/LLCez+GGYTGp2JWe5147z5WT7l5daEtDFvQqxXqqOdI0mKiNv3YS60UMvA4ToeRUt2R/Y4pv26+QySazdWeYccVUROkfYTbTbGaaUhvUxhkml07AoVdx884mJzYzjLHM1n3aoWJYGi70M7790DR3L/WJPMn1u9pESqItHJis0Q496oFi9vqd+FKwlhR87J6L/K/3vo8rXvEKjoxcw4qRfrbWCpGe5PwjF5jdO8eB2Tq//bETlLkmiD0a7YirD00ReJLZmkdSWmIxvseP8fxhnKg8hxB5gTDKuX0JgZlsuoDFCmzoghl8BZVBrfUh8DH1cPS45ygotdDN4yj1dnVX+xJR851fP6AjD+tJgr6r6PiDChEpskmPKnIzAcIt5zAkCzfDwXpQ1nFzAwIQ7QK7FVCuxIRzCb7SnB9M0M8D/ie3cLJ9io+tH+Fv7fgUu/31bfHtJTiKWMlNoY8czUmpyYATZZsbQzesQKcK4sg5f40xxjcpLplgiLxyiUnqBnGKkamBjXysdEM7RamdcLpZc0P+tAEDcpCDp5BJjqmFVO0Q40uo+yNXMUEZKaznaIFV5OYoCQvBwJJPuI5nsGUpJtzMFR2DlW696qZG1ivmprosLnXoDSMWOj06fkIkS85lk/yrtYg3Ne/lRDnDdzfgRvXV7Y9mI3WGDsFzQysbY4xvGUiPng3YIfqYsM7Vtos1beRwnRmgCBeo+5Z+YTiTKvb5EVVzhiEhujKsZ5pDrGB0hykfMtFhZVgyW/cptKVfVHhSMMg1vhIM2nvoRjv53Okt9nVibppRrFcRi4OSdqjo5YZO5POFxT5JqZmMPe5frjg1LJipBxydbnD7uS32tCNWhgXvv+ci7ZrPv/qr13DiNYf4n589y8XNlLvuvsgTH/tDFq57DXP7Z4hqPlGrxd69E3z+4RWEEKycWUZ6AZM7JvjYJ0/jh4qjCy1+6IoQubYK9Wu/0UdnjG9RjKlfzwHGrbsxni+Mz63nD+N9O8bzhfG59a2F8fEc4/nC+Nx6dshnf8kYY4wxxhhjjDHGGGOMMcbXF+NEZYwxxhhjjDHGGGOMMcb4psM4URljjDHGGGOMMcYYY4wxvukwTlTGGGOMMcYYY4wxxhhjjG86jBOVMcYYY4wxxhhjjDHGGOObDmN74jG+abD3v/4CKtLovo/QzvLYBgaExV/z8buCom2pWhpvoBAV21PjVS4IttwEagArBMHAIrRFasBCFQm8zOJlBn/gpoVbT6ByNw/D6+foRoBRElkajC8RxuJ1c0w0ml9TGWyokP0MPemmmZvIc3M4fIVMiifnb2Ql1vcQeYENA/d8XrrnfQ+ZZJha5D4vLd3sDmvdH20Q/SGVGE+4HuObG6//+E9wsdfCGEmaBChPIwT4vma4XkMkCtsqaUykDPsR9H2oBAiLl0iiVYEOIdy06NCtey+1WPdPvAxUYZ0du4WyLgn62s2diQX+0OClmipSBFsFVgnKlk+wWQBgA2ctjQCZV84GPvCcLbwB67sBu6LUbm3WQmdB3YhB4tamNoiywtQiZ2c9sm4WaY5pOGtr3akhco3aGlD6YzPNMcb4Yrz5P9/O//vm49x+bpPjMw0u9HJ2tyPWkoK8MqwM3ZpNS03sK66aa9IMFEmpmar5NAPF/StDXr23RTc33LU0YN9ExMqwJK80L9vdIqsMDWVYTOHBlSG37GpycVBxajOhNJbX7Z9gUBqmRYqocs7ZNpEnmAoFj29VBErQCCTD0rDfrNCv76BRbJGGEwBoC7En8LoXWPTnmddrnGaSVqCYLFYxtQ6izDBRi9JAIAwy2QRryGozhFXC44nnvseXLK73voFH5IWBcaIyxjcPKoFOPEQh8IYSBBhfYBWoVOBlbiaMLBWqEARdkIUFASqz7nWFmxfjpZawp6kiidAWf2CINi3GEy6QaSji5QzjK3SssAKEDkBbJAYTSPxeAcZgIrdMqkaAyjXGl5iggcwqhDHI0cwbAIoSW49GyYYG34PAx8Y+cpCBlKN5G5kbAKo1cjPDxiHWk5jQQyYlotLYZh0TWLjwDTwmY4zxLFjstcgyn7Ln5iXZSGBzRSEtqqvw+5Ky9BmUEpEq/J5wCUApUamb9aRSt9ZlAWHXoEpXWDDKreVgoClrjgBQWy4Q1lLFHrWVEtUrKGZivExjQoXXz912KAFK4G2mWKUwNR8TetiaxHoCr1+4YkEjdOuyKrCxG9grsgIRB4ikwjQjZDcBrRFZ7l5bVuApt26VQhYp3uImthZh6jGkg2/Y8RhjjG9WfPs1C2SV5rUHprjzQo+HlvvsbkfsakVoa9nZiiiN5YHlPrP1gAu9jC+c3eSK+SY1X/GSXW12tyK6uWFYGvZNRBxoQOyFfOzUJp9fHPLihTqrmSVUcM1cg8iT7GsHHFPriKzPxbxFO5SgJSZuozKIPclWYTmePUY1dYDSrzERKp7ozdJdz7h6tkOkMxIRsppUHKguUk3upa0tanmZublZGmuPcqJ2kH35ADlYpQxbFNoQioI1NUE7VEhAPvYZjk0t0J25ktJY9rH+jT4s3/QYJypjfNNAZAq/L6gaFlm4oMVPBLKEognGB38A4aYbjmeFm+btZdZ1VgQYD2QFXm7JWwovNa5TIaEKXPIjKvD7GuO5jgmAl2mQuMF+lUWlFVhL1QyRuUYlBWUnhrQERp+jtRv2l6aYVgzaYiYbqGGBboZIAzbyEMMctd53Qz+LEnwP3a4jswLKansYqMg0Ksm394eNfHQ0rsyO8c2Nwak2puYGUpqej1gP8IcCWQh0zVLFlnBDwrrEhBBuQFVz61BY8DLr1rMVqMIiLORtgdBsD7U1vsBKQdDX6FDiJaPCgLbouo9KKrjUFY19dM1zhYbCgpSua5lXWE8ii0vdE4uNA2QvxUzUYTRsFwAp3OBPz3VPxagLahuxG8QrXBIkkhxpLQiBrUVQaWReYgbDb9DRGGOMb178zWum+B8PbRJ6klIbDs/UWRkWSAHtyGczLTk+U8eXLQZFxSt3Nzg6XWd56Douk7FHr9AMS4O2lkNByqcXFbONgFfu6xB5AikgrQyxJym0ARTWWkytA1GbOTOkki1kd5VuczeRgpqyDEsLZcEWEZ10ExvETNcCdjZ9+oWho6C5/jjxzCG61W46y4+gGjPo5XNEk/tY6xxhj2ewJsbUp/BMgZI+i7lHpAReMSDz6pijtzIQIbEStNZOsfSh3/5GH5ZveowTlecQb7vhn+PFDSgrN9W60thmzU2gTnNsFGADD1FU2MBD9hKsp1xlzlfbVXlTC1AbA0wzdjdObVwgbC0iq7ChwgQeVgmEscjSoGseorJYTyBTd0M2gUJYi1FPSpGs5274sjDoWOIPKtKZAO27gN8qKOoSP7WUsetmlA1BuOWCCR04KsalqffFhCDoWcqaoGw4KlbRsejIMHOnZOr2JYQ2fODEv33W/RcvS1TuuieyAukGg+MPLBhB2DVUsaBsuiBGFhY5on/JyhJ0DeF6ST7lIwtL0VL4A4MsDcKC8N1+uBSMVHVvmyomCoP13KRxoS2yMpjQQ1QGlZZYX+FvplhfoYaO5qXrIWqYY2shCIHMcmypMJGHVRI8iUwKrFIQj767yNAjSokNfQg8ZHfoKGKjYEgMEmyrDlIiq/I5Oz/HeGZ899X/GNWccOs1DhBF5SrmvoduRq7DpTVWuXV6CXKQum6Zr7BCIKxF5O5cYRTvWl+BclPoMe7csr7CBAqZObqfyCqqToxVrtunQ4mVjvekCkNZVwTdyj3uCbCgQxfUZxNujQNo371HGMgnR//WYBVUESBGyb3n/u0NXMJQtg3eUJDPavyJjM6f1Jn++Dmwlg+c/eVn3X+iEgRrHqbrEW0KypZFZQK/D6UW+AlY6bbLlK776fehbAqsAC+xBEND0ZAIDcYTeKnFSy2yslglUJlF6NFOFYJ0NiDoOlqkW6sKlVSu41pUeH0QuSs+6NhHZpWjXQrhigO1EBt7LukIA9c5DT2kLRFWYa2Pnmo4Smg3RbeaiFIju0P3GXEIpXHXbk9C6LvHYZTQ1GD5azsvx/jmQ7GxSCYtWgac2CoIlWC/n2DiNredH3DdfH2bJiSE4MRmTj2Q7A1yrBewVXkU2jIXlKxXPpORIteWTFsmyLB+xEpqmakpvO4FrArQjRlkkaD6K4hiQDl/nMXEYCxoa8krS+wJJmOP8/2SK2oFZdBgaeAm3n/yTJfXzxT0wilWkopQSaZjxcVBxZ6Wz11LQ66cqXHfSoISkFWGL9xzoC0AAEomSURBVFzoctVck0+f2uCvXbNAUmq0hW5WctVsg4v9nIdWB/zf18whh+sgPYLJ+Wfdfx89l4woXB7XL9T508c3ODRZo5dXdPOKblaylpRcN1djI9NgKq5qVmjrc7absTQsWRmWTMY+pTZsBE1KM9jeF2lpIVIESmAtLDR8HlxLuWY6ZKhDGsUaaTxNVAwwjRnaySImamNEg5mw4uzUNeyQBVYqRNqls3yC5MBLURKoCnqThylLS6AE6BG19NitnCljCl3Rbnt85ELBt+3p4J36HM3GJLWJXSxXIcOgzmaqmatHXOgWHK5VmLBO/ebXAv/m+T1xX+AYJyrPIWwYQF4gKu2qePXABTxh4OgASmADz1XtjcFG7vntwGakUZBZhZ5oALiqnrXIYQ7Wbic0Xi8FoJpuQmVcoK0EqleAJ7EWZK7RsYdK3Q3cehIjJbIwGF9QxRKVSvyBQdQkVoGXGNedsEAsMD4EPYuXWZIZiQlAaossIexbjO+Cn0tJhdQQbAlAoYpRYGHMZe2/oOsCmjB1iYeV7vOM76quwrpgxxtaok1D0ZSowoJ1wY3xBIPdoavKVq674icumNG+ROUaHUhU7uhaZStAaIvxJVXdwx+UqG5KNVFDj+hel2gkaOsCEj1KbEqN189coCLZTj4RwgWjAqdn8RUiK12FNi+xtcglpEo4HnyzhmnXEaWmmho91wgRuaOTyTJ/pl01xnMIG4aOqucpl8QK4ZLFyTZqK0GUrlrPSHdgQ6dFspcq8NYiAF0PkJ5ElBphDVQakReYds2dH550CW7kUTY8AnBruu70DiqrsEpifIk3CrqtgHglR0fKdfGMxUqX0BgfhHUBfVmXLgGxLjGRhVtLqrBkk2K0htw61eGTa9YfQNkGoQXelsIMai5595Tr/l0GvES4YsHo5bVFgZWAhHjNXSvKhvstfmoRo2ZIuDnqpCgxomi6da4DiNZLyqaHMO53VDWJlxiX2AxKhPFQpUFWLvkThXEdUiuoaj7eoEAYg44CZKmxvoShxtQjpDHo2MfbStz1tx65z6gqt1ZHdE2ZVU8WEdIS0wjAxO6aDK6wkeSIUeIj+ynWU4gkQ4y1Zd+ikAyMRz+r6ESKTqSQ6+uYqMnLpzRq7WHM1gq12f2Y1hyd2KPhS0qvgWcrLt1CHutL9rYVokhIbUToCURRci73WWj4DEvDRTPDibWEnWnKTC1gdnIf2sL5XsHOho8BTm8VHJsQnE1gUBiuiDOE1qylFc1QEQ2X8VXMaTuBTTUHWh5/dqqHGiXVk3GTo9MxZ7oFeaWZrgWEnuTGnW2mawFn1oasJQUHOzFKCu7LSgpt8aVkth6Sa0sYNRH68s73pX7OVM3nxGbCRlbyqn0TDApDO/I4NBmRVjV6uWFxUHL/ypDXHZhgKDyOTkmOTsUsDkpumfPZKBVKenTKTa6d6/D4RspEO2I9rTjXL5HA8rBgIVtlT2s3avMc7bxPNXOIk1sFx6YayGSTbm2BysCEqVgvBFOxYquSTKarpO3d+IfmON8tOKS6iCIhnmwRIxCmorpwEjt/HFEVREqyjzUGepaX7WpydlCxZ+8NaBngp5vMRgEy26J59m7MgRdxdOVezI6jqGQTPbHw/J2u3yIYJyrPIUReQFhzCctIEG1rISItEFJCCWKYbVfgKSunRTBgYx8xzF1ioxQEHsKYEW3Bw0Q+onRCbrWZYBoxMiuwgcQID5WU6JqPLCqqKHJBtXUUJq+XUczW3TZWxlV+rcDva9dhEeANNXnHc92E0gVkUVdT5S4ZkKUl3HJUDVlaqkhud1dUbrcpVy44cn9bCXQHEIWXtf+iDUPRdEHPpQDFS50GBQtFU2CUwE+cQN4fWvzEYJVLVLDgJ8YFNFIQr1ZUkcLLtPvM0riuyqgCrZIKYV2AaELlqrJCoJICXQ+2t8v6ClFUiMSJ4y89hu9tJxzljrajiPVzMAavMi4ZVcpV6YcZulPHKukEvaVGaOOq8kJg6hEY68T4lz4/LRH5OFF53uEpRFY46o5xQms73XGdCiWxyhkhiLRAZDnCBk8aH5QVcuDeK4VADl3yihAuwLUWUWp0zQXMWIvXz/F6GSItKBdarkgh3dq0Sro1ql1CoipD2fSpYknQqxDGYpTriFolMJ5CGIg2NSo35BMeRuE6JqnrOF6CysAE4CWuIyM0BJsWWUp0DCoTeKlAapd8XRKMPxvCLcC476vqo3U4HCUhEoqW2L4uhKOiR1lzXRNXYIAqFAQDs33t0ZErdFgpkJVFVBYvrbDSFQKCjQyEQNc8t59St6Yw4I+STRN6qH4+SjAspl3DeBLVHeJ1U9dBq4Wj4oPFhgrhe5hagBxkiBJsFGCiwGnJksIdmzTHWrt9XRPGQla6wpOUWCEw6vL23RgvLGypBnvydRr1KbCGjVzjTe6hX0EYtpFzbVabR9hVLaO2LuI39tLNDZEn8ZcfYSJosNXaQ82X1DZOYmodgiAmlhY5WGXX5B40sJFp9rUDOpFix+q9mNUtHll4OTubPptpxaEgxYR1pmsefSN4bK3P63aHrFV1NnLNnpYizjYwtQ4vbwRIAQ+tZaj+GjfvnGMqW+S8N8egcFqPmi852IlJKos0lj1tlzz98zdcQb+oeGwj5dV7W3gLTVaGJae3Uq5faBJVQy5WEe0w5nLu8qUxXDXbYDpWPLCakpYGJWBQGS72S1qhohlIBoXhuvkGQbLOQ0mNw5MRAKEnuGetIvQsu1o+Z02LBjBdCxiWhrwy7G75KClQUmBUxwncW3MUai+FsfiqJNWWRpXRsoZe0EELj2kv46HNiolIkYYLBIVmdnCGg41pTDiFt3IC31ryyX2sZjD/4u/iwqBit8yZkxXDcJaa0KjBKnuac2gkXt7DxG26JUz3FjFSgvSojtwKukA3Zjh7caxReTaM7YmfS1xyaxqmrhqp9XbF9ZK4WgwSV7EdOt4z2rgkJS3BupspxiCT3N1sGyEiyV1F3hhHVfA9qgknAPW6OSopMYFCJeWIXuI6GLJydCZTCxCjm73K3c3fG1aIUXfABI6aEm1UqMIgjCVcz/ESQ7RWolIXOHm5JVqvUIWltlrhJxaVO3qGnxpkCcHA4g8t8bqhvlTA9AS2EV/W7tOhIOy59wcD+6T2BJeIqAxqq5qgb1yA47sgwUsMKreEWxV+X6OSCm9YOXFtIKkiRVVX6EgRbObI4ini91EHS6YV/uoQU3P0PJWUqGHx5LGz1lE6fIUoK+Qww4ZqdIxivPXUBaxKjFy/PEzdVeq36SXgPnP0vdb3XKDkKVR3iOqmMNLMCG1dQBQEX7ybxniuYQymXXfd0LwcialHHUylRuvHODqnGlF9Kre2RZJhmnVMFCCHmaumJ5lbh0XpKJpSotISkVWOuikEJvbRk3W8bo4sNUZJqkbggu7cOc7J0iDTCi+tULlbl1io6soF9HZEqbIWWRiqWFJFAj81qByMcgmCP7ROsF5Ywq4l6Fn8/pNr18ss4aalccEQ9CzReokN/O2k/NngBPCuA+oNXcdEaNeJ9YcQblnqS4Zow6ADQTolXVJSWfyhwU8twcAQblZ4iUaNOr46lKjUufOpwjgNmBIIbSjbIcaXYEANS1Q/d9faUYHG+HLUxSyQaYlM3PUVATYO0Y3QOfGFPqYRIIepc/cyBrk1RLcd1RZjkYVLgnQ9hEq7xFYbd/e8ROkrK0fRjTxXmMiL5/ecHeMbAiXgguiQGteRaIcKmXbRBgaF5myvYDUpUYM1+p39DAqDLwXRxmkoC/oTe2l4MFd3a0utnaLZP09hJaYxQyEClHEdk/ihD+NLwfLstawffBVXRCnD0nCum3HR1tHCI/Lcdlwz10Bkfdqhoz1FNqcbdLiQSrxigEo2ySrDeTUDQL++g5/7yBNYa7nj/BZ3L/ZZHBS0Qsnt57YwFjZTTd2XzIzcttZG/2+GilfsbbOWlOR+gx1hRZ3LK6jdureDFPDAakpeGbq5RknBlZMex6ZC5uoeNV/SDhWlsZw1LQ51Irq5JpaWzVQjpaN0CaAwltATKAmHzBI7WwGLg4rKWM73coTRXJBTnM88urlmNak4ojap51t04zmG0STd3JBrixyuc2AiYKcckpaWE5sZJmqyKRrItMvF+RdzOthJuPYE7VDhrZ9mf/dBLtgmNmxQK/vItIupdVhKDco40w9/5TF8KRjMHMPuPIYohqAL1kvFXUsJu+KxDvXZMO6oPJcIfFjfgmbDiS6H2XZXBYMLdOLI2dY2YhhmLujtjugl1qLSHBuH2zdAhILAx1vuumrriE/tb6SOSjISinurPec4UwuQ+ZNlVK/n3KWUtdt0JpVpMJZwZUg+WydcL7CeREcKURowirIVoCOBqJwdqJeZEb3jUtV0pOUY2Qj7fe145NZihSCfkISbIPrJdgfjWWFxNDRrKWsSVQhk6T6zjCU6cJQXLzWUDUG04TolxhOIaqQr8aS7mwBGye3KdNArMUqSzUao1KCyEb89rzCB0wzQCLcFtyZQIAWql7njFXpUExFeP39KEBKhYx9/aQvSDDPdcT8jHrmHXdIp+R6iKF11PclAORG/9ZQ7R4SANAPf0f2Q0gXD9RiRjd2Dnm+IYYqwo0uhta5TZi2iO0CEAdYEmNBH9RNElm8bJwhrsfUY0whcJ833MBNNFyxXBlFphNbu/Il8hNaYerjdFRBpian5iFLj90fB9SX4crvDYqXAH7ruoJWCaNUVMawn8DLjCgnWdTajDY3xnWWv8YXrdvqCYKApGo4S6mWWKnZJjFEClbvEuIoECKhqitBTl71udegoZF4GYc9QRa5LKytAW6qR5bA/NJSxIuhfSrKcxi5ezp2TnufoqTJ3NsTCjGimg8qtcW3xho4q629kTuflu8QxW2gQrGcjjYpBjSiTNg6wUqKbPiotkYV2FL3caf1kN8E0I/REA1lUmHjUCTFOII+nXFJaVviLm664UI9dQrPRd9fqSoNyCZJM3ZoX2bgT+q2Idvc05+VxpmIPf+kh+jNXUatNMfXox2HuIEFjJ5UB7U3SOvd5TjauZlBo4vYeTHMPt53uct18g8lIkEwegEmI8i5h0eNEUWNnCDk+gYDuFa9Ba0vDl8TZBp/YCLhyBr79UIfVpKIwFk8K7l4csqcd0o2mUNqy0PA5M4R+XtAIFHK4zoVoJzVfs1D3WEoqJgLJu7/9CLEnefORaRqBRBtLYSwv39tBSdhMSw52Qs50C0pt+czZLrP1gJqvuGNjyMv3THCmW+BJhcVyvPns++/kRoqUgqTUvHm3T08GbKSalUwyG1Uo6YTnkRL0+ppSWxqBxZeCfgXHGyUoj/XK0i8sOxs+gRLsqQtSdjNbJcx5fcSg4MVzCxhCFqxBVAVYQxQ3+djFmFfujKgriddbhPo8aWmotRaobZ7lCbWDjbRECkEvnGKqf44vlLO0I8NkrNiKDtDUKUlnH4NCM0g1xNBXDZoyo1IRC7JHKVtknoedbDKRLHFWzrC3SLFSIVXAtBBMzTUYrGw87+ftCx0vmI7K5uYm73znO2m327Tbbd75zneytbX1Fd9jreVd73oXO3bsII5jXvWqV/Hggw9+2dd++7d/O0II/vAP//Cr20htYHYKG/iuMltc6nDYbZ67jVyiIXuj5ES7Ch3WYsMAPd3aFuyKUiP7CSb0Mc3YCUCFwNRDZ7MZeK6qb9i2txWl3haFy7xC1wJ0I0TXndhTVgaZla6KG/kuaRECmWv8boEsNEGvxBuUTqxeGoKeRmUGb6hHQl8nyhca/KGbZ3ApobgkKt6mbAnhhKWXgXhdYz3QgXQUs8puu/tEGxXxhiboa7dNfe2eH1bIwgnmq9hD5s7NyyiJLDT+cNQlKgxeUiI0qHxUpc1Gx8QfUXVGBGI5yLfdwEzsY2quqe1tZe6xRg0bO32C101dQBeFrnrbS9yx1aOOjRROMxQ7/ZINfPA9bOi7qvXosy/tI5EXbh+OaEJWKcZ4fmFajVHn68kE3/pqlDAqrJRO46DkaP5NMaL1OXqXHBTbXRRGOhSUcLqFzcHoeuDc3YzvigFy4M4loUemDaVGFqO1lFYjkwztNBjlJf0FThweOeMFb1jhDbQz1dB2pDHT+EO93WWUld3WisnSdWCyCXfZt9KtsbCnCUadjWjL4PerUUf48rRlXnqpC+g6nH5ikPqSls0S9s2ICiponi+JV0uCXrW9XSZwa9VL3Fr2ewXBZoEwlipS2wnKJahh4boc2nUr1SAnXE0cDXOkCwNnSlK1IoS12/ofURm81Z6jcpYaPVFz673U25ocmVXIQmNiH9FzGhWMcWu+KLe74rZVd2YKI8qX6A9dR62ssGn2NZyRY3yzotvex1G/SzxYRLcW6OWGjUwjJ2bRnd1YIFQCU+uQ7X3xqMMh8aRgK9PcuqfF7gu3Exc9ktKwNCw5p+vgBRzp3k8gISr7yHyALwXTDGku3QdCcnymRlIaDK6jsJFqlBAcnY7ZI3tM9M9RU5aVYcn5bs6prdQxVOMJ5kNDPZDcuTgkKQ33rORoC17eI/QEG6lmUBoGhWE6VkzHHjVf8ZFTW9yz5OZ8SAHXzNW4Yjri+EyD+brH4QmPTqQ40L68zv+9iz2ageKKKUdFb4mCC72cmi842TcMSsPdy4nrfIQpxyaEE64DaWldN8IYZtKLLNQ94qKHGq6TW8VDqylbRKj+Mro1B9JDlBlquI7qr6CGG7Q2HueWnU1ODQQCMGGTer6FFIKTvYp+aw9zdY8dzYB9EyGdjcfQnd20I49TWymxJ1lNNImKybWhEykmY0ViFJ0LX2BFh/jJOlXYItw8Q2f9EVp6wFY8R+wJdGOatL0bceZuZLKJzPrIxYefhzP1WwsvmETlHe94B/fccw8f/OAH+eAHP8g999zDO9/5zq/4nn/9r/81v/iLv8h73vMe7rzzTubn53nd615Hv9//ktf+8i//MmIkMPtqIcpRNa0oR5xotxgpK0ReuMdH3HYb+u75OHI3vTjE1ELkMHeCTu30KYSB06qMtk1Yiygq1FaCWu8js8pVcMvqaTdpq1zSooaOGqYSp1XBuCGILjgyjgZlXJKBFOi6j44Uuua56mpd4aUav18iS4vUFu9StTbTznXIWBfYj9y3nH2owevlUJYuiLsMVLFwSYqxqGykI8md5sT4knA9x++W2zoalWqquocaaVD8fonXz93/rXWUkGGJylwwd8nt7JKj0raOp585d69B7qrezcgFlJU7Bs7FS2GjJ40QRJo7Kko9RHea6KmmsziVoyV16TirUbfmizn/Uj5Zdb302sh39qb94Yj25W9TxsZ4/iCT1GnFGrWnGT/YRuwSS0adt1bNdVvygqodIzcH7hgq8WSwOkiRvdQ5h2nrXP8k6HaMiTy8XoYcpOhmBJ7cpl9W7RDjK7wtJ4b1+iPqmXAJtdcv8IYVfq/adu7zVnoE65k7p4VLFBhZdptQjDQe4Pf0KKFxXY3amibaNAR9Z1BhpdN+Oe2Z66qg1GXTl/yBswOPttysE6PEqIhg8FK3fsOu65TK0nWOjO9swIOt0iXmlaO2qVy7oooUI/cvR9+0nkTHT84z0vXA6byqkQ5MurUsKoNMS/d3UqCGzorYXQsLRJJj6jFWKUReuUSxFmIagZt/JKWjABbuemrajW0aIOB0TEo5em9ZIdKRmN5T2EYNW4/dtbdZf+5O0DG+aVD3ncbggjeDKDN2+e7els4d52y/pJtpZmoeF6sIJWBffo6L/YzW2qPs9wY0bUZ55Fa6XpMOCXuDnJ2jOp6eOejE8lWN86WbJ5IHLVZnrsYqJ7BPKsvSoKKba/YUF7DW4itBUZui6OxlUMHOps/+TsTr9k9wajNlGLSQ9/wZ+9SAHc2QhYbPwcmQtqpASGKhybThodWE+brHZCh4eC3lutmQa+YafN/UBkenY5JS080N60nF3nbAx870eGyrYi2tqC6TNPHO63Zw7Vydw23Jo0lAqSKS0tG/DtYNS4MKXwq0BeuHXEgldXLS0jAvBqz606ybEFOfQg5WeTCJWFMTnNwqODIVkZQGPbGbgfHAGnqyRr82j57YgZWK/tRhurlhf1OguhdcspBsMt0/zYF2QCNdoSZK5utuIGMxdxQ5WOVwdYFX720RVgmL/ZzzvRJtQA3XmZY5jbJHufta5swWonLnhJ7YSTl/HG/jNE1lmAwF/toJtjLN1sFXcD7cCVUGrZnn41T9lsILIlF5+OGH+eAHP8iv/uqv8pKXvISXvOQlvPe97+WP//iPefTRR5/xPdZafvmXf5l/+k//KW9729u46qqr+I3f+A2SJOF//I//8bTX3nvvvfziL/4iv/7rv/61bWiau6pr4GMj31XDPeU6ISOPfax1tLDNnqP9gLsxZgWynzxpf+opdxNMMkRRoRshcpBtd02c25SrvMvk0qCyDBP5ICVq4IJgUwucbgJGdBWwQqBDhW4FFJ2QKlYY/9LnjSqaGxn+oCJedomOjjx0KAnWU1RuCNcKZOWCk3itpIoV1hs5ieVm2xaUKMQWlxfwBD1NuFFuV4KdDasLaC7x84W2BN0C4zkOO3bkxuUOuvvNo4nyNlSUrdBZuo6CIb+Xu2QmHVkUGVc9l1nljpeUowAnd/sjLZ2+4JLzmiddYhkGiKJE1zzU1gCZFMitoUuCKr19zADUIHddllG1FeEobAjxtMq6qAy2Vcc06y7osnabxjbG8wfTiDGtmqMRhYELipsRIitcEhKqJ88x4xJONXS6MQC5NXiSqqmUuwaEvut2ls5JylvrO7cuX1HNNNE1H10PRlSnyhkxpCU29rHByDxDW9f97GfIpHRr2jqdhlUS3am7BCeQI6c+p1XBWsK1wnVXBi7Q15Ei6Blk4WiVXmqINjX+wIw0IJagp13XRQj3G+qXpy3zU0O04bpA4abrJHqJmwRfxa4Dq3L33W6o46jLrC1l03PifaAauZ/JwhVQouVktF8qkDjBvDZuVkrdd52koUv8bDi6bo66ulZKZ35wSV8WjGy/A991XkaPq5XuaDJ9hchLZM9ZTjt9inFCfN8bOX85yp1u17FROKKVCVAKPdVwBZs0H9E6x6zqb0XccXFIz28716xRUepsNydeeoDJSHFqK6ObaxYiwxNbBWvNfRzsxOjmHEXcAWuQ+YB4dD1ZtzFP9AzLhQ+PfJpcW/YNn2A9LakMfPJMl3uWBjzQ92gFilIbDsQl03bAGX8HG5lGAJ4p8AfLtKo+XvcCO8KKOF3jyFSNRvcsaudB0nCCXBvyynJqK+dCKlnWMZXwkMDNO5sIa/i9RzbY0Qx4olvx2fNddHsHhbF859FpOpFit5/S1G4i/FzdoxFI7l66vLlB3VwjBeRWsa8dUBrLzbuaDArDxdyjl1e0I4/H1xMAdkUV6Ip2pFiyDbzRNTdRMdaP2dsOmNt6lKv1GRplj8lIcVY3SCvLRm6ZSJc50y0QZY7MujQ3TpBWhtVckDZ3ApBPHQCc0aluzoEKCJYfAWA10YhzD9Jr78VfO8m9XcFCM6TmSyZC6ayZTcXAb/GB0wnLcoKitZNg8wyiKjjbL1mbvor1QpAbgW7OMig1E4MLTEYKURXYsfHGs+IFcTW9/fbbabfb3HzzzduP3XLLLbTbbW677TauuOKKL3nPqVOnWFpa4vWvf/32Y2EY8spXvpLbbruNH/7hHwYgSRK+7/u+j/e85z3Mzz+7DzhAnufkT3Fj6na7AFTKQDpwN/pSOM46IDZ6LsBo1BHZEHKBbgQgNSLPMI06xI5eIJIhoiyxpbuQmXYNmeTYjYpSauh1Mc0aKOfOYZR2z4cedsLHlClSG2SVY6IAW2Vu+NlWgg0kcr0PvoewORYQmePjl4HCGxZYJcnaAcFmjin0tmbDphVyaKl0Bb3S/a7CoFWEKDRaelSeRA0MNncdF2E10hbYRkCv13vW/WrS1E2MX8mcO89QwqjVrYVPSUXZ8PCTCtEdQGFQlaNx6WaA7OfovARbunkwkY8Y5NjKQGUp6j5eWrhZM/0cQ7jNkxeFC7CKejASMRdYnWO1xSKxgQLfIvt9bJq5QMWXsLZFqQyUo6RzlGCykWBNE105ap3AaZBMGCN0jpUKG8tRYFlhGx6izF3gut7FhAE2t5SjWNFers5njC+LL7duS1lhUc4SWhgoNCZx683qHNFzXQ5dd90RmbibsvY9RG/LzdAYlphajK0pwCCyFDyJMcV2AmPSoRuvkhSIvnO80kI43YT0kWisdkmITHNspd15B+Bp5LCgaoB3YeAKDVIgexlqIJBZRTkdQ2Wga9HGQjFy+fMkUj6Z8HqpwuonEx5bQCUF1gOxVSBXh+h+H9OqX9a69Zb7o98F2aSPv6UpIpcMeT2XhGglKH2Fn2pnKDDqqEhAG0ulBKYykJeO8uUrdKyQRe5eN9CgNUYpqkBik4SqzBGeo7yJza7rsmjt5kdVFikqt/89EFmC8YEicV3SwENWFXYihDTBlk5XYuIIocvtLoqWTWyZI6rK0b8qIE8wnsIag7Cl60Bt9dz1WbuOeuW53z1ety9MfLlrRb/f44kln1agqLw6UWZoUvCE2snS+TVuCLYw+QSnhz41JfA2t/DDDt00gc/+CeWuQ+jWPOdt4ar/JuVYNGQlb9NbuBK7cZFz/gILokCmKYfrgk4oODcYsq5T9siMbhI6x7Fhl3agMIUmOXM3W7tfTDPPeKjvc0wUnOtLdjcTtogxtQ7+2fuJW3vwlxfZ15pjM8lohoK1TND0BOXiKbLaJDdMKmw2oAa0KOhv9inVBGUlkcM1LgaTLA4rZmuGYPkR5PQB5r3Lu8fPiQHlY49yceIo9ywNuHlnkwdWEw50InYWy4TtnQTpChermItdS+hJloYlkSqZtV0WRYsL3QIpBIcnQ1rDR1hu7+JCv0RtVuxRF4jCFtFwg0XRIvNiJkjpbW1gonm0DJg9/1nSndeynhiSqoG3usmUkdjVRWxYp1cYUPO0BhvE1nBh/kZUv8cFPUFLZHSEIskNn1zMuXZuHtXtgVljWjUpkz7ZygVyazGlYjrZoJrcQ15BNLjAVjzBjNzkvrzGDtmn6g8YbKwA42vFV8ILIlFZWlpidnb2Sx6fnZ1laWnpy74HYG5u7mmPz83NcebMme3///2///d56Utfynd+53de9vb83M/9HD/7sz/7JY9//OKvXfZn/GVDu/3L3+hN+PrjmU/Nrwr9fp92u/3cfeBfQny5dfup+37pG7A1Lwy023/JB5GdefaXfCWM1+0LE1/uWvHXX3n9N2BrxvjLgPG14svjG5qovOtd73rGi8FTceeddwI8o37EWvusupIvfv6p73n/+9/PRz/6Ue6+++6/yGbzj//xP+Ynf/Int/9vjGFjY4OpqamvWedyOej1euzevZtz587RarWe9+97LjHe9r8YrLX0+3127Njxdfm+b2WM1+1Xj/G2/8UwXrcvbIyvFV89xtv+F8P4WvHs+IYmKj/6oz/K29/+9q/4mn379nHfffexvLz8Jc+trq5+ScfkEi7RuJaWllhYeHLy58rKyvZ7PvrRj3LixAkmJiae9t7v/u7v5tZbb+XjH//4M352GIaE4dPHG33xZ3w90Gq1XnAXgksYb/vlY1xleW4wXrdfO8bbfvkYr9sXLsbXiq8d422/fIyvFV8Z39BEZXp6munp6Wd93Ute8hK63S6f+9znuOmmmwC444476Ha7vPSlL33G9+zfv5/5+Xk+/OEPc/31rl1bFAWf+MQn+IVf+AUAfvqnf5of/MEffNr7rr76an7pl36JN7/5zV/LTxtjjDHGGGOMMcYYY4wxvga8IDQqx44d441vfCN/+2//bf7zf/7PAPzQD/0Qb3rTm54mpD969Cg/93M/x1vf+laEEPzET/wE7373uzl8+DCHDx/m3e9+N7VajXe84x2A67o8k4B+z5497N+//+vz48YYY4wxxhhjjDHGGGOML8ELIlEB+O3f/m1+7Md+bNvF6y1veQvvec97nvaaRx99dNudA+CnfuqnSNOUH/mRH2Fzc5Obb76ZD33oQzSblzFC9ZsYYRjyMz/zM1/Smn4hYLztY/xlxQv5/Blv+xhjfP3wQj5nx9s+xnMNYceeaGOMMcYYY4wxxhhjjDHGNxleEAMfxxhjjDHGGGOMMcYYY4y/XBgnKmOMMcYYY4wxxhhjjDHGNx3GicoYY4wxxhhjjDHGGGOM8U2HcaIyxhhjjDHGGGOMMcYYY3zTYZyofAPwH//jf2T//v1EUcSNN97Ipz71qa/4+k984hPceOONRFHEgQMH+JVf+ZWnPf/e976XW2+9lU6nQ6fT4bWvfS2f+9znnvaad73rXQghnvbnmayZv97bDvC+972P48ePE4Yhx48f5w/+4A++5u+9HGxubvLOd76TdrtNu93mne98J1tbW1/xPdZa3vWud7Fjxw7iOOZVr3oVDz744PbzGxsb/L2/9/e44oorqNVq7Nmzhx/7sR97mhsduEGmX3w8fvqnf/pr/k1jPH8Yr9unY7xux+t2jGfG+FrxdIyvFeNrxdcEO8bXFb/zO79jfd+3733ve+1DDz1kf/zHf9zW63V75syZZ3z9yZMnba1Wsz/+4z9uH3roIfve977X+r5vf//3f3/7Ne94xzvsf/gP/8Hefffd9uGHH7Y/8AM/YNvttj1//vz2a37mZ37GXnnllXZxcXH7z8rKyjd822+77TarlLLvfve77cMPP2zf/e53W8/z7Gc/+9mv+nsvF2984xvtVVddZW+77TZ722232auuusq+6U1v+orv+fmf/3nbbDbt+973Pnv//ffb7/3e77ULCwu21+tZa629//777dve9jb7/ve/3z7xxBP2Ix/5iD18+LD97u/+7qd9zt69e+2/+Bf/4mnHo9/vf02/Z4znD+N1O1631o7X7RjPjvG1YnytsHZ8rXguMU5Uvs646aab7N/5O3/naY8dPXrU/vRP//Qzvv6nfuqn7NGjR5/22A//8A/bW2655ct+R1VVttls2t/4jd/YfuxnfuZn7LXXXvvVb7h9frb9e77ne+wb3/jGp73mDW94g33729/+VX/v5eChhx6ywNMulrfffrsF7COPPPKM7zHG2Pn5efvzP//z249lWWbb7bb9lV/5lS/7Xb/7u79rgyCwZVluP7Z37177S7/0S1/19o/x9cV43Y7XrbXjdTvGs2N8rRhfK6wdXyueS4ypX19HFEXBF77whe2hlZfw+te/nttuu+0Z33P77bd/yevf8IY38PnPf56yLJ/xPUmS8P9v796Doyrv/4G/z252NxhCBAJZAjZBLQTkHmoSphJBTEKrUG2HizQFSx2wXgIqNnxHDQyVBrVVx4IIjQx2HLFKtFZaJYwkgySChqCBROUSLq0JMSkEtYRN9nx+f2z27O1ssguRvfzer5lM9jzP5zzP89lwDvkkOed0dHRgwIABHu1HjhxBcnIyhg8fjnnz5uH48eMhX7u/GOeYlzJvIKqqqpCQkICMjAytLTMzEwkJCX7HbWhoQFNTk8daLBYLsrOzu11LW1sb+vXrh5gYz+errlu3DgMHDsSECRPw5JNPwmazXXI+9P3hccvj1h2PW/KH5wqeK9zxXNE7IubJ9NGgpaUFdrsdSUlJHu1JSUloamrS3aepqUk3vrOzEy0tLRgyZIjPPoWFhRg6dChmzJihtWVkZOCVV17BiBEjcObMGfz+97/HlClTcPjwYQwcODBka/cX4xzzUuYNRFNTEwYPHuzTPnjw4G7zcc7tvZaTJ0/q7tPa2oo1a9ZgyZIlHu0FBQWYNGkS+vfvj/3792PlypVoaGjAX/7yl0tJh75HPG553DrxuKXu8FzBc4UTzxW9h4VKCCiK4rEtIj5tPcXrtQPAU089hddeew3l5eWIjY3V2mfOnKm9Hjt2LLKysnDddddh69ateOihh0K69kDGDHTeVatWYfXq1d1kAHz88ce6Y3Y37qWs5fz58/jpT3+K0aNHo6ioyKNv+fLl2utx48ahf//++MUvfqH9BIbCD49bHrc8bikQPFfwXMFzRe9hoXIFJSYmwmg0+lTzzc3NPhW8k9Vq1Y2PiYnx+cf+zDPPYO3atdi1axfGjRvX7Vri4uIwduxYHDlyJKRr9xfjHDPYee+//37Mmzev21xSU1Px2Wef4cyZMz59X3/9dbf5AI6furj/lEtvLd988w3y8vLQt29fvPXWWzCZTN2uKTMzEwBw9OhRnsTCDI9bHrf+8LgldzxX8FzhD88Vl47XqFxBZrMZ6enpKCsr82gvKyvDlClTdPfJysryid+5cycmT57scWA8/fTTWLNmDd577z1Mnjy5x7VcvHgR9fX1ur9WvpJr9xfjHDPYeRMTE5GWltbtR2xsLLKystDW1uZxi8d9+/ahra3Nbz7Dhw+H1Wr1WIvNZkNFRYXHPufPn0dOTg7MZjPeeecdj596+VNTUwMAAX896Mrhccvj1h8et+SO5wqeK/zhueIyXLnr9knEdRu+kpISqaurk2XLlklcXJycOHFCREQKCwslPz9fi3fe/m/58uVSV1cnJSUlPrf/W7dunZjNZnnzzTf93grv4YcflvLycjl+/Lh89NFHctttt0l8fLw2b6jWvnfvXjEajVJcXCz19fVSXFzs99aF/ua9VHl5eTJu3DipqqqSqqoqGTt2rM+tC0eOHCmlpaXadnFxsSQkJEhpaanU1tbK/PnzPW5deP78ecnIyJCxY8fK0aNHPb4enZ2dIuK4XeOf/vQnqampkePHj8vrr78uycnJMmvWrMvKh74/PG553PK4pUDwXMFzBc8VvYuFSgisX79eUlJSxGw2y6RJk6SiokLrW7hwoWRnZ3vEl5eXy8SJE8VsNktqaqq8+OKLHv0pKSkCwOejqKhIi3HeC9xkMklycrLceeedcvjw4ZCvXUTkjTfekJEjR4rJZJK0tDTZvn17UPNeqtbWVlmwYIHEx8dLfHy8LFiwQM6ePesRA0C2bNmibauqKkVFRWK1WsViscjUqVOltrZW69+9e7fu1wKANDQ0iIhIdXW1ZGRkSEJCgsTGxsrIkSOlqKhIvvvuu8vOib4/PG498bjlcUv6eK7wxHMFzxWXQxHpuvKJiIiIiIgoTPAaFSIiIiIiCjssVIiIiIiIKOywUCEiIiIiorDDQoWIiIiIiMIOCxUiIiIiIgo7LFSIiIiIiCjssFAhIiIiIqKww0KFiIiIiIjCDgsVIiIiIiIKOyxU6Iq5+eabsWzZslAvg4iCwOOWiALBcwV9H1ioUFgREXR2doZ6GUQUBB63RBQInisoWCxUSNfNN9+MBx54AMuWLUP//v2RlJSETZs24bvvvsPdd9+N+Ph4XHfddfjXv/6l7VNXV4ef/OQn6Nu3L5KSkpCfn4+WlhYAwKJFi1BRUYHnn38eiqJAURScOHEC5eXlUBQF77//PiZPngyLxYI9e/ZARPDUU0/h2muvRZ8+fTB+/Hi8+eab2lxnz57FggULMGjQIPTp0wc//OEPsWXLliv+PhGFEx63RBQInisoYgiRjuzsbImPj5c1a9bIl19+KWvWrBGDwSAzZ86UTZs2yZdffin33nuvDBw4UL777jv56quvJDExUVauXCn19fVy4MABufXWW2XatGkiInLu3DnJysqSe+65RxobG6WxsVE6Oztl9+7dAkDGjRsnO3fulKNHj0pLS4v83//9n6Slpcl7770nx44dky1btojFYpHy8nIREbnvvvtkwoQJ8vHHH0tDQ4OUlZXJO++8E8q3jCjkeNwSUSB4rqBIwUKFdGVnZ8uPf/xjbbuzs1Pi4uIkPz9fa2tsbBQAUlVVJY8//rjk5OR4jHH69GkBIF988YU2ZkFBgUeM8yT29ttva23ffvutxMbGSmVlpUfs4sWLZf78+SIicvvtt8vdd9/dK7kSRQset0QUCJ4rKFLEhOb3OBQJxo0bp702Go0YOHAgxo4dq7UlJSUBAJqbm1FdXY3du3ejb9++PuMcO3YMI0aM6HauyZMna6/r6urQ3t6OW2+91SPGZrNh4sSJAIB7770XP//5z3HgwAHk5OTgZz/7GaZMmRJ8kkRRhsctEQWC5wqKBCxUyC+TyeSxrSiKR5uiKAAAVVWhqipuv/12rFu3zmecIUOG9DhXXFyc9lpVVQDAjh07MHToUI84i8UCAJg5cyZOnjyJHTt2YNeuXbjllltw33334ZlnngkwO6LoxOOWiALBcwVFAhYq1CsmTZqE7du3IzU1FTEx+v+szGYz7HZ7j2ONHj0aFosFp06dQnZ2tt+4QYMGYdGiRVi0aBFuuukmrFixgicxoiDwuCWiQPBcQaHCu35Rr7jvvvvw3//+F/Pnz8f+/ftx/Phx7Ny5E7/+9a+1E1dqair27duHEydOoKWlRfupirf4+Hg88sgjWL58ObZu3Ypjx46hpqYG69evx9atWwEATzzxBP7+97/j6NGjOHz4MN59912MGjXqiuVLFA143BJRIHiuoFBhoUK9Ijk5GXv37oXdbkdubi7GjBmDgoICJCQkwGBw/DN75JFHYDQaMXr0aAwaNAinTp3yO96aNWvwxBNP4A9/+ANGjRqF3Nxc/OMf/8Dw4cMBOH5ys3LlSowbNw5Tp06F0WjEtm3brkiuRNGCxy0RBYLnCgoVRUQk1IsgIiIiIiJyx9+oEBERERFR2GGhQkREREREYYeFChERERERhR0WKkREREREFHZYqBARERERUdhhoUJERERERGGHhQoREREREYUdFipERERERBR2YkK9gN7S3t4Om80W6mUQERGFnNlsRmxsbKiXETD+H04UfsLhPBIVhUp7ezsS+vSHDe2hXgoREVHIWa1WNDQ0hPybjEC0t7ejT/wAoPNCqJdCRG7C4TwSFYWKzWaDDe34MX6CGMUCAFAMCqAYXK8BQOn6bFC014rB4NXntu2M6RoH7uPoxQOA4jWPR5/Btw3+1yZaG1wxime8R4z7Gtz7FNf+em0AIG77i1cfFN+1eI8jbnkLPFODQXEb0y1eW1MQfQadWO291OvzHlOvTycX53ZA+3tO73i/vOLd19bdmD3E6I7tHeOnzXvdep995xO/++mtTYuHF4+xRWc//T5RfNsUvVgtT+9Y10oUvXG62hTts+/YWp/XOB6nAZ9xxG+fAa7xFO8+t22Dd7xbjMEr3uC2Rn997uO52lSv/UWbz9ln9NjPGe/IzaitzTWOK95zbCNU1+uueAWubW0+ON8357ZrPXpjavvDc2wt1i3ONaYrN4PbGJ77ucbT1uA1hxGifV20MeF6v52vXW3wGMcAwKi9l4rW5phDgUFr8/zs6DN4tbm2z3+jIiX9BGw2W0QUKjabDei8ANOY+VBMsVAMRiiKEYrRAIPB6Ng2GGGIMUExGKAoRsDo1m4wQjEYYIgxu+3raHPFKFAMCgxGAxSl63XXZ8WgdPUDiqLAGKNAURz9cO9XHDGGrnGcbcaufqPbhyWmq00xeLQbFVesJcbg0+b4gPbaZDTAoCgwAl3jOdZlUBzbpq48jM7PClxrguPfisnYFa84Yx2vFcXx70VR4GiDAihd34agKwZd/04Nznh0vTeOr51BcW0bu8ZURABRoYgKiApo2wKonV1tfvpFBdROR5/q3ueKFXsHoNoB1Q6x2x1xqgpR7YB0fe7scOuzQ7o+Q5yvVUiHza3f0S6qQOwqRFWh2johdjtEVEeb3dGv2l3bamen47PqHuP4gF2FalehdnRC7OKIUaVrGaqjzS5d46hd40pXuwoRZ7/Abutak10gqnSN3RUrArsIbKrALnBsA7CLY9vxIVAFWoyzTTziHGOoXa8vQMWrTf8J+XkkKgoVpxiYEKOYADgOHK1QcS8UHA2+RYhejMErJqBCxeO7F9+xfdq8PvdKoeJ//ytSqHh/A3uFCpWAigndPp1cnNsB7e+Vr843/FesUPG3H3zXrRfba4WK17whLVTcX3uP46dQcY/1X6j4L0YCKlQUnb7LLFQ8i5DgCxW9Pv1Cxfsb8EsrVAy6hYrX/G7bxksoVIyKuIqAri+Kc9tRqDhfe/a5xlPcChXnmNDW5lqLq017L/wUKsYgCxVXn+LW569QieBLT40mKEazVlwobsWIYjBCiTHp9hm0Qsb/vs5CxWg0uIoTv4WKQb9fr1DxKlC0AsNZhBh8CxVXMWPQ3df9w+wsVBTPQsW5rVeouLbdCxW3fbspVJzf+ihwj9EvVBwxwRQqqqtQUf3091ioqJBOvULFUWxoBYtWqNg9CxW319Jh8C1U3IoN1WiEatdpdy9UOgxehYpnvGpXoSqKq/hQBapBIAYVYnC9tkOFqqgQRSCKOF6rAhUCgQq70fH9m2NbIKJAFXEUM12FSgxcBYddADu6Cha4XhsUcWsXqIDHtqK4Xtt9fuIYGhF8RiMiIiIiomjFQoWIiIiIiMIOCxUiIiIiIgo7LFSIiIiIiCjssFAhIiIiIqKww0KFiIiIiIjCDgsVIiIiIiIKO1H1HBUiIiKKUPYOiMEIiBFQjYAYHNtdHwLV8ewyxQhRXc9IQdcDHyF2vw98dD64EW4PfBS356SI23NUYHc8M0UCfOCjGBSoXh+GGAX2Hh74iAAe+GjnAx/5wEe7wK49w6XrgY+qClV1vA7qgY/SwwMfxfXAR1vXc6NCjYUKERERhYzZbIbVakXToddCvRQicmO1WmE2m0O6BhYqREREFDKxsbFoaGhAS0sLrrnmGpw+fRr9+vUL9bJ63fnz56M6P4A5Rgtnjp9++iliY2NDuhYWKkRERBRSsbGx2jd9/fr1i9pvAIHozw9gjtEi1EUKwIvpiYiIiIgoDLFQISIiIiKisMNChYiIiELOYrGgqKgIFosl1Ev5XkR7fgBzjBbhlKMiIhLqRVyu8+fPIyEhATdjNmIMjjdVMSiAYnC9drxwfHbcT6+rqatNcd5rz227az/FfT9nn168T5/i1WfQafP67LY20drgO7ZeTHd9Xe1amwLPWIP7fp59UHzH8h5HFL39oeXk3eY+R1B9Bp1YP/M6+rzH1OvTycW5HdD+XvkqOvEIcMweYnTHDmQ/+K5bL9Z3PgloP9f84tkHV594jQmddXv3ieLbpujFavN5x4rna+9xutoU7bNvrNYHeMWK22HrPY7/PgNcc/n0uW0bfOJdMQavePdYv326MWqPfUaPPs94I3zHccV7x6qu1854uLa1+bzGdN826oyp7Q/vsV3rd+2neu0nbnGefe7jaWvwiRXftcD1fjtfu9rguQ3AqLUpWptjDsVxu1iPPsWtz+DV5tw24Pw3dvQfcRxtbW1R/zf0RBTd+BsVIiIiIiIKOyxUiIiIiIgo7LBQISIiIiKisBNVz1HpRId2EYMiCpx1mNLNBQaKz0UPbttqV4ziFeN+rQi8r1Fxe+39R/WKwbfNe1tcY2vXTjgvcOjuGhXxWoN7n+ra/4pcowLP1K7UNSqaAK4j+V6uUXGbP2TXqMB/m/e69T732jUq8OIx9hW+RgVer93H8XONivvY/q9RcT9s/V+j4t0ncI2n9vI1KopOWzDXqCgQbb7ur1Fx5GbU1nZp16gouteowHN+t/Xojant7+caFYNbXCDXqBi6vUbFcw4jRPu6BHONiiHIa1S8Pzv64NXmGvv8N86TPhFRZIuKQsVsNsNqteLDpn+6vkOyh3RJREREIWO1WmE2m0O9DCKiyxIVd/0CgPb2dthstlAvI2Dnz5/HNddcg9OnT0fdXVmiOTcguvNjbpErmvNjbsEzm81X9KnSZ8+exYMPPoh33nkHADBr1iy88MILuPrqq/3uIyJYvXo1Nm3ahLNnzyIjIwPr16/HDTfcoMVcvHgRjzzyCF577TVcuHABt9xyCzZs2IBhw4YFPPenn36K4uJifPjhh2hpaUFqaiqWLl2KgoKCqMkRAAoKCvDhhx/i0KFDGDVqFA4ePNhjThs2bMDTTz+NxsZG3HDDDXjuuedw0003+Y2vqKjAQw89hMOHDyM5ORmPPvooli5d6hGzfft2PP744zh27Biuu+46PPnkk7jjjjuCmjeQ9y1Q4ZpjaWkpXnrpJVRXV6O1tRU1NTWYMGFCVOTX0dGBxx57DP/85z9x/PhxJCQkYMaMGSguLkZycnJwCQqFRFtbmwCQtra2UC+l10VzbiLRnR9zi1zRnB9zC395eXkyZswYqayslMrKShkzZozcdttt3e5TXFws8fHxsn37dqmtrZW5c+fKkCFD5Pz581rM0qVLZejQoVJWViYHDhyQadOmyfjx46WzszPguUtKSuSBBx6Q8vJyOXbsmPz1r3+VPn36yAsvvBA1OYqIPPDAA/LnP/9Z8vPzZfz48T3ms23bNjGZTLJ582apq6uTgoICiYuLk5MnT+rGHz9+XK666iopKCiQuro62bx5s5hMJnnzzTe1mMrKSjEajbJ27Vqpr6+XtWvXSkxMjHz00UdBzRvI+xaIcM7xlVdekdWrV8vmzZsFgNTU1ASVWzjnd+7cOZkxY4a8/vrr8vnnn0tVVZVkZGRIenp60DmyUAmRaPnPSU805yYS3fkxt8gVzfkxt/BWV1cnADy+kamqqhIA8vnnn+vuo6qqWK1WKS4u1tra29slISFBNm7cKCKOb3ZMJpNs27ZNi/nPf/4jBoNB3nvvvUueW0Tkt7/9rUybNi0qcywqKgqoULnxxhtl6dKlHm1paWlSWFioG//oo49KWlqaR9uSJUskMzNT254zZ47k5eV5xOTm5sq8efMCnjeQ9y1Q4Zqju4aGhksuVCIhP6f9+/cLAL9FlD+86xcRERFdsqqqKiQkJCAjI0Nry8zMREJCAiorK3X3aWhoQFNTE3JycrQ2i8WC7OxsbZ/q6mp0dHR4xCQnJ2PMmDFazKXMDQBtbW0YMGBAVOfYHZvNhurqao95ASAnJ8fvmFVVVT7xubm5+OSTT9DR0dFtjHPMQOYN5H2L9Bx7Q6Tl19bWBkVRuv1TST0sVELEYrGgqKgIFosl1EvpddGcGxDd+TG3yBXN+TG38NbU1ITBgwf7tA8ePBhNTU1+9wGApKQkj/akpCStr6mpCWazGf379+82Jti5q6qq8Le//Q1LlizpITPP9UZSjj1paWmB3W7vdm16+ejFd3Z2oqWlpdsY55iBzBvI+xbpOfaGSMqvvb0dhYWFuOuuu4K+Fo+FSohYLBasWrUqov9z8ieacwOiOz/mFrmiOT/mFhqrVq2CoijdfnzyyScAAMX7NvFwXBCt1+7Ouz+Qfbxjgpn78OHDmD17Np544gnceuutUZljMIJdm168d3sgY/ZWTCDCOcfeEO75dXR0YN68eVBVFRs2bOgmE31RcXtiIiIi6l33338/5s2b121MamoqPvvsM5w5c8an7+uvv/b5qauT1WoF4Pjp7ZAhQ7T25uZmbR+r1QqbzYazZ896/MahubkZU6ZM0WICnbuurg7Tp0/HPffcg8ceeywqcwxUYmIijEajz0/A3deml49efExMDAYOHNhtjHPMQOYN5H2L9Bx7QyTk19HRgTlz5qChoQEffPDBJd3ZkL9RISIiIh+JiYlIS0vr9iM2NhZZWVloa2vD/v37tX337duHtrY27Zttb8OHD4fVakVZWZnWZrPZUFFRoe2Tnp4Ok8nkEdPY2IhDhw5pMYHOffjwYUybNg0LFy7Ek08+GZU5BsNsNiM9Pd1jXgAoKyvzO2ZWVpZP/M6dOzF58mSYTKZuY5xjBjJvIO9bpOfYG8I9P2eRcuTIEezatUsrhIIW1KX3RERERF7y8vJk3LhxUlVVJVVVVTJ27Fif2+eOHDlSSktLte3i4mJJSEiQ0tJSqa2tlfnz5+veunfYsGGya9cuOXDggEyfPl331r3dzX3o0CEZNGiQLFiwQBobG7WP5ubmqMlRROTIkSNSU1MjS5YskREjRkhNTY3U1NTIxYsXdfNx3mK2pKRE6urqZNmyZRIXFycnTpwQEZHCwkLJz8/X4p23tl2+fLnU1dVJSUmJz61t9+7dK0ajUYqLi6W+vl6Ki4v93trW37yBvm+BCOccW1tbpaamRnbs2CEAZNu2bVJTUyONjY0Rn19HR4fMmjVLhg0bJgcPHvQ47vz9e/SHhQoRERFdltbWVlmwYIHEx8dLfHy8LFiwQM6ePesRA0C2bNmibauqKkVFRWK1WsViscjUqVOltrbWY58LFy7I/fffLwMGDJA+ffrIbbfdJqdOnQpq7qKiIgHg85GSkhI1OYqIZGdn6+bZ0NDgN6f169dLSkqKmM1mmTRpklRUVGh9CxculOzsbI/48vJymThxopjNZklNTZUXX3zRZ8w33nhDRo4cKSaTSdLS0mT79u1BzRvo+xaocM1xy5Ytul+voqKiiM/PectlvY/du3cHlV/UPJmeiIiIiIiiB69RCdCGDRswfPhwxMbGIj09HXv27Ok2vqKiAunp6YiNjcW1116LjRs3+sRs374do0ePhsViwejRo/HWW28FPa+IYNWqVUhOTkafPn1w88034/Dhw1GRW2lpKXJzc5GYmAhFUXDw4MGg8grX3Do6OvC73/0OY8eORVxcHJKTk/GrX/0KX331VVTkBzjuFpSWloa4uDj0798fM2bMwL59+6IiN3dLliyBoih47rnnoiK3RYsW+dzxKDMzMypyA4D6+nrMmjULCQkJiI+PR2ZmJk6dOhUV+fm7Y9XTTz8dVH5ERGElqN+//H/K+bd4mzdvlrq6OikoKJC4uDi/T9d0/g1gQUGB1NXVyebNm33+BrCyslKMRqOsXbtW6uvrZe3atX7/BrC7eYuLiyU+Pl62b98utbW1Mnfu3KD+jjOcc3vllVdk9erVsnnz5kt6amu45nbu3DmZMWOGvP766/L5559LVVWVZGRkSHp6elTkJyLy6quvSllZmRw7dkwOHTokixcvln79+gX8N+HhnJvTW2+9JePHj5fk5GR59tlnA8or3HNbuHCh5OXlefw9cWtra1TkdvToURkwYICsWLFCDhw4IMeOHZN3331Xzpw5ExX5uX/NGhsb5eWXXxZFUeTYsWMB50dEFG5YqATgxhtvlKVLl3q0paWlSWFhoW78o48+KmlpaR5tS5YskczMTG17zpw5kpeX5xGTm5sr8+bNC3heVVXFarVKcXGx1t/e3i4JCQmycePGiM7NnfNvHYMtVCIhN6f9+/cLAL/f8OiJpPza2toEgOzatav7pC5xjiud27///W8ZOnSoHDp0SFJSUoIqVMI5t4ULF8rs2bMDzsVbOOc2d+5c+eUvfxlcQl7COT9vs2fPlunTp3efEBFRmOOffvXAZrOhuroaOTk5Hu05OTmorKzU3aeqqsonPjc3F5988gk6Ojq6jXGOGci8DQ0NaGpq8oixWCzIzs72u7ZIye1yRVpubW1tUBQFV199ddTlZ7PZsGnTJiQkJGD8+PERn5uqqsjPz8eKFStwww039JhPJOUGAOXl5Rg8eDBGjBiBe+65B83NzRGfm6qq2LFjB0aMGIHc3FwMHjwYGRkZePvttwPKLdzz83bmzBns2LEDixcvDjg/IqJwxEKlBy0tLbDb7T4PsUlKSvJ52I1TU1OTbnxnZydaWlq6jXGOGci8zs/BrC1ScrtckZRbe3s7CgsLcddddwX8MKRIyO/dd99F3759ERsbi2effRZlZWVITEyM+NzWrVuHmJgYPPjggz3mEmm5zZw5E6+++io++OAD/PGPf8THH3+M6dOn4+LFixGdW3NzM7799lsUFxcjLy8PO3fuxB133IE777wTFRUVPeYW7vl527p1K+Lj43HnnXcGlBsRUbjik+kDpCiKx7aI+LT1FO/dHsiYvRXTnXDO7XKFe24dHR2YN28eVFXFhg0buskk8PWGS37Tpk3DwYMH0dLSgs2bN2POnDnYt28fBg8e3ENWgc/RU7x3++XmVl1djeeffx4HDhy4rH+r4ZgbAMydO1d7PWbMGEyePBkpKSnYsWNHwN/0hmNuqqoCAGbPno3ly5cDACZMmIDKykps3LgR2dnZPeYVzFp6ivdu7+3z5csvv4wFCxYgNjbW77qIiCIBf6PSg8TERBiNRp+fXDU3N/v8hMvJarXqxsfExGhP5vQX4xwzkHmtVisABLW2SMntckVCbs6ntjY0NKCsrCzg36ZESn5xcXG4/vrrkZmZiZKSEsTExKCkpCSic9uzZw+am5vxgx/8ADExMYiJicHJkyfx8MMPIzU1NaJz0zNkyBCkpKTgyJEjEZ1bYmIiYmJiMHr0aI+YUaNGBXzXr3DOz92ePXvwxRdf4De/+U1AeRERhTMWKj0wm81IT09HWVmZR3tZWRmmTJmiu09WVpZP/M6dOzF58mSYTKZuY5xjBjLv8OHDYbVaPWJsNhsqKir8ri1Scrtc4Z6bs0g5cuQIdu3apX3TEi356RGRgP6EKJxzy8/Px2effYaDBw9qH8nJyVixYgXef//9iM5NT2trK06fPo0hQ4ZEdG5msxk/+tGP8MUXX3jEfPnll0hJSekxt3DPz11JSQnS09MDuh6MiCjsfd9X60cD560hS0pKpK6uTpYtWyZxcXFy4sQJEREpLCyU/Px8Ld55S8rly5dLXV2dlJSU+NyScu/evWI0GqW4uFjq6+uluLjY7y0p/c0r4rg9cUJCgpSWlkptba3Mnz//km5PHI65tba2Sk1NjezYsUMAyLZt26SmpkYaGxsjOreOjg6ZNWuWDBs2TA4ePOhxS9GLFy8GlFs45/ftt9/KypUrpaqqSk6cOCHV1dWyePFisVgscujQoYjOTU+wd/0K19y++eYbefjhh6WyslIaGhpk9+7dkpWVJUOHDo2K80lpaamYTCbZtGmTHDlyRF544QUxGo2yZ8+egHIL9/xEHHfXu+qqq3SfNE1EFIlYqARo/fr1kpKSImazWSZNmiQVFRVa38KFCyU7O9sjvry8XCZOnChms1lSU1N1/+N44403ZOTIkWIymSQtLU22b98e1LwijlsUFxUVidVqFYvFIlOnTpXa2tqoyG3Lli0CwOejqKgoonNz3m5Z72P37t0B5xau+V24cEHuuOMOSU5OFrPZLEOGDJFZs2bJ/v37Iz43PcEWKuGa2//+9z/JycmRQYMGiclkkh/84AeycOFCOXXqVMTn5lRSUiLXX3+9xMbGyvjx4+Xtt98OKrdwz++ll16SPn36yLlz54LOi4goHCkiXVf2ERERERERhQleo0JERERERGGHhQoREREREYUdFipERERERBR2WKgQEREREVHYYaFCRERERERhh4UKERERERGFHRYqREREREQUdlioEBERERFR2GGhQkREREREYYeFChERERERhR0WKkREREREFHb+H2RRuGlBN6VoAAAAAElFTkSuQmCC\n",
+ "text/plain": [
+ "<Figure size 800x300 with 5 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, [ax1, ax2, ax3] = plt.subplots(ncols=3, sharex=True, sharey=True, figsize=(8,3))\n",
+ "fig.suptitle(f'proposal: {proposal} run: {runNB} dark: {darkrunNB}')\n",
+ "\n",
+ "cmap='viridis'\n",
+ "v1 = image_pumped_mean\n",
+ "vmin = np.nanpercentile(v1.ravel(), 5)\n",
+ "vmax = np.nanpercentile(v1.ravel(), 99.5)\n",
+ "im1 = geom2.plot_data(pumped_mean, ax=ax1,\n",
+ " vmin=vmin, vmax=vmax, cmap=cmap,\n",
+ " axis_units='m',\n",
+ " aspect=1)\n",
+ "ax1.set_title('pumped')\n",
+ "\n",
+ "v1 = image_unpumped_mean\n",
+ "im2 = geom2.plot_data(unpumped_mean, ax=ax2,\n",
+ " vmin=vmin, vmax=vmax, cmap=cmap,\n",
+ " axis_units='m')\n",
+ "fig.colorbar(im1.images[0], ax=[ax1, ax2], orientation='horizontal')\n",
+ "ax2.set_title('unpumped')\n",
+ "\n",
+ "v1 = (image_pumped_mean - image_unpumped_mean)\n",
+ "vmin = np.nanpercentile(v1.ravel(), 5)\n",
+ "vmax = np.nanpercentile(v1.ravel(), 99.5)\n",
+ "im3 = geom2.plot_data(pumped_mean - unpumped_mean, ax=ax3,\n",
+ " vmin=-vmax, vmax=vmax, cmap='RdBu_r',\n",
+ " axis_units='m')\n",
+ "fig.colorbar(im3.images[0], ax=[ax3], orientation='horizontal')\n",
+ "\n",
+ "ax3.set_title('pumped-unpumped')\n",
+ "ax3.set_xlim([0.04, -0.04])\n",
+ "ax3.set_ylim([-0.04, 0.04])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Azimuthal integration"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Detector and x-ray settings"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "WARNING:silx.opencl.common:Unable to import pyOpenCl. Please install it from: https://pypi.org/project/pyopencl\n"
+ ]
+ }
+ ],
+ "source": [
+ "from pyFAI.azimuthalIntegrator import AzimuthalIntegrator\n",
+ "\n",
+ "# Wavelength [m]\n",
+ "E = 852.4 # [eV]\n",
+ "c = 299792458 # [m/s]\n",
+ "h = 4.135667696e-15 # [eV-s]\n",
+ "wavelen = (h*c/E) # [m]\n",
+ "\n",
+ "# Detector position [m]\n",
+ "det_dis = 3.1\n",
+ "\n",
+ "ai = AzimuthalIntegrator(detector=geom2.to_pyfai_detector(),\n",
+ " dist=det_dis,\n",
+ " wavelength=wavelen)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "Npt = 900\n",
+ "\n",
+ "def azint(data, dummy=False):\n",
+ " \n",
+ " rint_bbox, I_bbox = ai.integrate1d(\n",
+ " data.reshape(16*128, 512),\n",
+ " npt=Npt,\n",
+ " unit='q_nm^-1',\n",
+ " method='bbox'\n",
+ " )\n",
+ " \n",
+ " if dummy:\n",
+ " return rint_bbox, I_bbox\n",
+ " else:\n",
+ " return I_bbox\n",
+ "\n",
+ "q, I = azint(np.zeros((16, 128, 512)), dummy=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [],
+ "source": [
+ "az_pump = xr.apply_ufunc(azint, # the function to apply\n",
+ " qmask*pumped_data.chunk(('auto', -1, -1, -1)), # the data for the function, here only one\n",
+ " input_core_dims=[['module', 'y', 'x']], # dimension for each input arguments\n",
+ " output_core_dims=[['q']], # dimension for each output\n",
+ " #exclude_dims=set(('fit_v',)), # dimensions allowed to change size. Must be set!\n",
+ " vectorize=True,\n",
+ " dask=\"parallelized\",\n",
+ " output_dtypes=[q.dtype],\n",
+ " output_sizes={'q': q.shape[0]},\n",
+ " ).compute()\n",
+ "\n",
+ "az_unpump = xr.apply_ufunc(azint, # the function to apply\n",
+ " qmask*unpumped_data.chunk(('auto', -1, -1, -1)), # the data for the function, here only one\n",
+ " input_core_dims=[['module', 'y', 'x']], # dimension for each input arguments\n",
+ " output_core_dims=[['q']], # dimension for each output\n",
+ " #exclude_dims=set(('fit_v',)), # dimensions allowed to change size. Must be set!\n",
+ " vectorize=True,\n",
+ " dask=\"parallelized\",\n",
+ " output_dtypes=[q.dtype],\n",
+ " output_sizes={'q': q.shape[0]},\n",
+ " ).compute()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "t0 = 229.2\n",
+ "az_pump['q'] = q\n",
+ "az_pump['bin_delay'] = az_pump['bin_delay'] - t0\n",
+ "az_unpump['q'] = q\n",
+ "az_unpump['bin_delay'] = az_unpump['bin_delay'] - t0"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.0, 'proposal: 70003 run: 4 dark: 5')"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZsAAAE3CAYAAAB8RuxtAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAA9hAAAPYQGoP6dpAAB6jUlEQVR4nO2dd3hT1fvAPzdpuhcdtJRRdtmrDEG2AqKCihMVQXCgKEPFLQIqKn4V/CkORAUHiLJcKCB777IKgtDSAoVC6d5tzu+P26RJk7ZJSdrSns/z5Gnuueee+94kve993/Oe91WEEAKJRCKRSJyIpqoFkEgkEknNRyobiUQikTgdqWwkEolE4nSkspFIJBKJ05HKRiKRSCRORyobiUQikTgdqWwkEolE4nSkspFIJBKJ05HKRiKRSCRORyobyXXFwoULURSF2NjYCh3fuHFjFEWx+nJ3d7fo/9NPP9GpUyfc3d0JCwtj8uTJZGRkWPTLyMhg8uTJhIWF4e7uTqdOnfjpp5+synDgwAFuvvlmvL298ff3Z8SIEZw5c8asT2ZmJg888AARERH4+Pjg5eVF27Ztefvtt8nMzKzQtVdXFixYgKIoeHt7X9M4Y8aMoXHjxo4RygRFUXjmmWccPqa113vvvefQ81QnXKpaAImkMlm5ciW5ublmbXFxcdx///3cddddZu0//vgjDz/8MI899hhz5szh5MmTvPTSS0RHR7N27VqzviNGjGDv3r289957tGzZksWLFzNy5Ej0ej0PPvigsd+JEyfo378/nTp14ueffyYnJ4dp06bRp08foqKiCA4OBiA/Px8hBM899xxNmjRBo9GwZcsWZs6cyaZNm/jnn3+c9AlVLufPn+eFF14gLCyM1NTUqhanUrnnnnt4/vnnzdoaNWpURdJUAkJS48nKyqpqERzGt99+KwARExPjsDGnT58uAPHPP/8Y2woKCkS9evXE4MGDzfr++OOPAhCrV682tv35558CEIsXLzbrO2jQIBEWFiYKCgqMbffee68ICgoSqampxrbY2Fih0+nEiy++WK6sL774ogDE6dOn7b7OrKwsodfr7T7Omdx+++1i2LBhYvTo0cLLy+uaxho9erQIDw93jGCi+P8GEBMmTHDYuM4as7oj3WjXAdOnT0dRFA4ePMiIESPw9fXFz8+Phx9+mMuXL5v1bdy4MbfffjsrVqygc+fOuLu7M2PGDACOHj3KHXfcQZ06dYyunkWLFpkdv2nTJhRF4YcffuC5554jNDQUDw8P+vXrx8GDBy1k++233+jZsyeenp74+PgwaNAgdu7cadbn8uXLPPHEEzRs2BA3NzeCg4O58cYbzZ7O161bxx133EGDBg1wd3enefPmPPnkk1y5csVRH6NVhBB8++23NG3alIEDBxrbd+3aRUJCAo8++qhZ/3vvvRdvb29WrlxpbFu5ciXe3t7ce++9Zn0fffRRLly4wO7duwEoKCjgjz/+4O6778bX19fYLzw8nAEDBpiNWRoGy8fFpWynhMHduHbtWsaOHUtwcDCenp7k5uaW6m4y/M5MMbiQvv/+e1q3bo2npycdO3bkjz/+KFfW8vjhhx/YvHkzn332md3HLly4kIiICNzc3GjdujXfffed1X4zZsygR48eBAQE4OvrS5cuXfj6668RJfIPl/V/UxIhBK+++io6nY6vvvrKbtlrK1LZXEfcddddNG/enGXLljF9+nRWrVrFkCFDyM/PN+t34MABpk6dysSJE/n777+5++67+ffff+nVqxfHjh3j//7v/1ixYgVt2rRhzJgxzJ492+Jcr776KmfOnGHBggUsWLCACxcu0L9/f7O5hcWLF3PHHXfg6+vLkiVL+Prrr0lOTqZ///5s27bN2G/UqFGsWrWKadOmsXbtWhYsWMDNN99MUlKSsc/p06fp2bMnn3/+OWvXrmXatGns3r2b3r17W1xfSQwKcvr06XZ/pv/88w9nz55l7NixZjfao0ePAtChQwez/jqdjlatWhn3G/q2bt3aQgEYjjX0PX36NNnZ2RZjGvr+999/5OTkmLULISgoKCAtLY2///6bDz/8kJEjR9rsbhk7diw6nY7vv/+eZcuWodPpbDrOlD///JNPP/2UmTNnsnz5cgICArjrrrss5pkURaF///42jZmYmMjkyZN57733aNCggV3yLFy4kEcffZTWrVuzfPlyXn/9dd566y02bNhg0Tc2NpYnn3ySn3/+mRUrVjBixAieffZZ3nrrLYu+1v5vSpKbm8uDDz7Ip59+yu+//87jjz9u3Ne/f38LZV0WixcvxsPDAzc3NyIjI/n2229tPva6pGoNK4ktvPnmmwIQU6ZMMWs3uHR++OEHY1t4eLjQarXi33//Nev7wAMPCDc3NxEXF2fWPnToUOHp6SlSUlKEEEJs3LhRAKJLly5mLheDq+exxx4TQghRWFgowsLCRPv27UVhYaGxX3p6uqhbt67o1auXsc3b21tMnjzZ5uvV6/UiPz9fnD17VgDi119/Ne6z5kbbtGmT0Gq1YsaMGTafw8D9998vtFqtOHfunFn7O++8IwCRkJBgcczgwYNFy5YtjdstWrQQQ4YMseh34cIFAYhZs2YJIYTYvn27AMSSJUss+s6aNUsA4sKFC2btS5YsEYDx9eijj4r8/Pxyr8vwOT3yyCMW+0pzNxl+Z6YAIiQkRKSlpRnbLl68KDQajXj33XfN+mq1WjFw4MByZRNCiLvvvlv06tXL+Buz1Y1m+N2V9vssy41WWFgo8vPzxcyZM0VgYKDZ8aX93whR7PJKSkoSvXv3FvXr1xdRUVEW/QYOHCi0Wm251yCEEA8++KD48ccfxZYtW8SyZcvE0KFDBSBef/11m46/HpGWzXXEQw89ZLZ933334eLiwsaNG83aO3ToQMuWLc3aNmzYwE033UTDhg3N2seMGUNWVpaF6+vBBx80e0oLDw+nV69exnP9+++/XLhwgVGjRqHRFP+MvL29ufvuu9m1axdZWVkAdO/enYULF/L222+za9cuq5ZKYmIi48ePp2HDhri4uKDT6QgPDwfg+PHjZX4u/fr1o6CggGnTppXZryRXr15l1apV3HLLLdSvX99qn9KeVK25m0rjWvoOGTKEvXv3smHDBt555x2WL1/O3XffjV6vL3UMU6w9ndvLgAED8PHxMW6HhIRQt25dzp49a9avoKCA9evXlzve8uXL+f333/nqq6/ssgSg+HdX2u+zJBs2bODmm2/Gz88PrVaLTqdj2rRpJCUlkZiYaNbX2v+NgZiYGHr27ElaWhq7du2iY8eOFn3Wr19PQUGBTdfx448/8uCDD9KnTx/uvvtuVq9eze233857771n4RqvKUhlcx0RGhpqtu3i4kJgYKCZOwqgXr16FscmJSVZbQ8LCzPuL+tchjZDP8Pf0sbU6/UkJycDsHTpUkaPHs2CBQvo2bMnAQEBPPLII1y8eBEAvV7P4MGDWbFiBS+++CLr169nz5497Nq1C4Ds7Gwrn8a188MPP5Cbm8tjjz1msS8wMNDsOk25evUqAQEBZn1L6wcY+5Y3pqIo+Pv7m7XXqVOHrl27MmDAAF599VXmz5/Pb7/9xq+//mrTNVr7fuzFILcpbm5uFfpeMjIymDBhAs8++yxhYWGkpKSQkpJCXl4eACkpKWWGdhs+u9J+n6bs2bOHwYMHA/DVV1+xfft29u7dy2uvvQZY/q7K+qz27NnDyZMnuf/+++12+9nKww8/TEFBAfv27XPK+FWNDH2+jrh48aLZE3hBQQFJSUkWNwNrT4uBgYEkJCRYtF+4cAGAoKAgi3NZO7/hXIa/pY2p0WioU6eOcey5c+cyd+5c4uLi+O2333j55ZdJTEzk77//5ujRoxw6dIiFCxcyevRo4zj//fef9Q/CQXz99deEhIRw++23W+xr3749AEeOHKFNmzbG9oKCAk6cOMHIkSPN+i5ZsoSCggKzeZsjR44A0K5dOwCaNWuGh4eHsd2UI0eO0Lx5c6trfUzp3r07ACdPnrTpGq39Ftzd3S3CvwGnB2MYznHp0iU+/PBDPvzwQ4v9derU4Y477mDVqlVWjzf87kr7fZry008/odPp+OOPP8w+19LGLsvKuv/++wkNDeW1115Dr9fz+uuvl9q3ooiioAVTT0FNomZeVQ3lxx9/NNv++eefKSgosGlS9qabbmLDhg1G5WLgu+++w9PTkxtuuMGsfcmSJWYRO2fPnmXHjh3Gc0VERFC/fn0WL15s1i8zM5Ply5cbI9RK0qhRI5555hkGDRrEgQMHgOJ/cjc3N7O+X375ZbnXVVH27dvH4cOHGT16tNXIrh49elCvXj0WLlxo1r5s2TIyMjIYMWKEse2uu+4iIyOD5cuXm/VdtGgRYWFh9OjRA1At0WHDhrFixQrS09ON/eLi4ti4caPZmKVhcGM2b97c5mstSePGjUlMTOTSpUvGtry8PNasWVPhMW0lNDSUjRs3WryGDBmCu7s7Gzdu5O233y71+IiICOrVq1fq79MURVFwcXFBq9Ua27Kzs/n+++8rJPvrr7/O3LlzmTZtGq+88kqFxiiL77//Hp1OR2RkpMPHrhZU7ZSRxBYME7fh4eFi6tSpYu3atWLOnDnC29tbdOzYUeTm5hr7hoeHi9tuu81ijBMnTggfHx/RsmVL8cMPP4jVq1eLhx56SABi9uzZxn6GAIGGDRuKO+64Q/zxxx/ixx9/FM2bNxc+Pj7iv//+M/Y1BCjceuut4tdffxU///yz6Natm3B1dRVbt24VQgiRkpIiOnfuLD744APx+++/i02bNokPPvhAuLu7iwcffFAIIUReXp5o1qyZCA8PF4sXLxZ///23mDBhgmjZsqUAxJtvvmk8p6MCBMaPHy8AqxPCBr7//nsBiCeeeEJs3LhRzJ8/X/j7+4tBgwZZ9B00aJCoU6eOmD9/vtiwYYN4/PHHLYI3hBDi+PHjwtvbW/Tt21esXr1arFixQrRr106EhYWJxMREY78vvvhCPPTQQ2LRokViw4YN4vfffxcvvvii8PDwEL169So3SMDwOe3du9di35kzZ4ROpxP9+/cXf/75p1i+fLno16+faNKkidUAAWvrQcLDw8Xo0aPN2uwJECiJPetsFixYIADj7/OHH34QzZs3Fw0bNjQLEFi/fr0AxD333CPWrl0rlixZIiIjI0WLFi0sfkOl/d8IYfkZLFiwQGg0GvHMM8+YBRnYGiAwe/ZsMWbMGPH999+LjRs3iqVLl4rBgwcLQEyfPt2mz+B6RCqb6wCDstm/f78YNmyY8Pb2Fj4+PmLkyJHi0qVLZn3L+qc5cuSIGDZsmPDz8xOurq6iY8eO4ttvvzXrY1A233//vZg4caIIDg4Wbm5uok+fPmLfvn0WY65atUr06NFDuLu7Cy8vL3HTTTeJ7du3G/fn5OSI8ePHiw4dOghfX1/h4eEhIiIixJtvvikyMzON/aKjo8WgQYOEj4+PqFOnjrj33ntFXFycTcrGILNpv7LIysoSfn5+om/fvuX2Xbx4sejQoYNwdXUVoaGhYuLEiSI9Pd2iX3p6upg4caIIDQ0Vrq6uokOHDlajzoQQYt++feKmm24Snp6ewtfXV9x5551mSlwINXLt9ttvF2FhYcLV1VV4enqKjh07irfeesvscyuNspSNEEKsXr1adOrUSXh4eIimTZuKTz/9tNRoNFuVDSD69etXrmzWsHdR54IFC0SLFi2Eq6uraNmypfjmm2+sRtl98803IiIiQri5uYmmTZuKd999V3z99dfXpGyEUKMEXVxcxKOPPmqMxuzXr5/F52eN3377TfTu3VsEBwcLFxcX4ePjI/r06VPq76WmoAhRYnWTpNoxffp0ZsyYweXLly3mVhzNpk2bGDBgAL/88gv33HOPU88lkUhqD3LORiKRSCRORyobiUQikTgd6UaTSCQSidORlo1EIpFInI5UNhKJRCJxOlLZSCQSicTpyHQ15aDX67lw4QI+Pj52Jw2USCSS6xEhBOnp6YSFhTksfY5UNuVw4cIFi0zJEolEUhuIj493WOJRqWzKwZBaPT4+3qy6Ynls/eB++hRsJ0n4EPhq2SnyJRKJpDqRlpZGw4YNzUpLXCtS2ZSDwXXm6+trl7K5QRuNr1bBlwyw4ziJRCKpLjhy6kAGCDgJPXJ+RyKRSAxIZeMkhPxoJRKJxIi8IzoJISPXJBKJxIics3ES0o0msQUhBAUFBRQWFla1KJJahFarxcXFpVKXc0hl4ySkG01SHnl5eSQkJJCVlVXVokhqIZ6entSrVw9XV9dKOZ9UNk5CmFg2+QUF6KyUHpbUXvR6PTExMWi1WsLCwnB1dZWLhiWVghCCvLw8Ll++TExMDC1atHDYws2ykHdAJ3HCpyf101YCkJmein+dwCqWSFKdyMvLQ6/X07BhQzw9PataHEktw8PDA51Ox9mzZ8nLy8Pd3d3p56zxvp709HS6detGp06daN++PV999VWlnPemKd9SINSPNysjpVLOKbn+qIwnSonEGpX926vxlo2npyebN2/G09OTrKws2rVrx4gRIwgMdLKloShkKp74kUGOVDYSiaSWU+Mfq7RardFNkZOTQ2FhIZVVLy5b8QAgNzO1Us4nkUgk1ZUqVzZbtmxh2LBhhIWFoSgKq1atsujz2Wef0aRJE9zd3YmMjGTr1q12nSMlJYWOHTvSoEEDXnzxRYKCghwkfdnkaFQllyeVjURSo+nfvz+TJ0+uajGqNVWubDIzM+nYsSOffvqp1f1Lly5l8uTJvPbaaxw8eJA+ffowdOhQ4uLijH0iIyNp166dxevChQsA+Pv7c+jQIWJiYli8eDGXLl0qVZ7c3FzS0tLMXhUlt0jZ5GelV3gMiUQiqQlU+ZzN0KFDGTp0aKn7P/roI8aNG8djjz0GwNy5c1mzZg2ff/457777LgD79++36VwhISF06NCBLVu2cO+991rt8+677zJjxgw7r8I6eVovyIfCHGnZSCSS2k2VWzZlkZeXx/79+xk8eLBZ++DBg9mxY4dNY1y6dMlonaSlpbFlyxYiIiJK7f/KK6+QmppqfMXHx1dY/gIXLwAKczIqPIakdiCEICuvoEpe9sxhNm7cmLlz55q1derUienTpwNqluAFCxZw11134enpSYsWLfjtt9+MfTdt2oSiKPz555907NgRd3d3evTowZEjR4x9pk+fTqdOnczOMXfuXBo3bmzcHjNmDHfeeSezZs0iJCQEf39/ZsyYQUFBAVOnTiUgIIAGDRrwzTffGI+JjY1FURR++uknevXqhbu7O23btmXTpk1m54qOjubWW2/F29ubkJAQRo0axZUrV4z7MzMzeeSRR/D29qZevXp8+OGHNn9+tZkqt2zK4sqVKxQWFhISEmLWHhISwsWLF20a49y5c4wbNw4hBEIInnnmGTp06FBqfzc3N9zc3K5JbgOFrt7qm5yKu+IktYPs/ELaTFtTJeeOnjkET1fH3QpmzJjB7Nmz+eCDD/jkk0946KGHOHv2LAEBAcY+U6dO5eOPPyY0NJRXX32V4cOHc/LkSXQ6nc3n2bBhAw0aNGDLli1s376dcePGsXPnTvr27cvu3btZunQp48ePZ9CgQWYFEKdOncrcuXNp06YNH330EcOHDycmJobAwEASEhLo168fjz/+OB999BHZ2dm89NJL3HfffWzYsMF4/MaNG1m5cqVR/v3791soSIk51dqyMVByZbUQwubV1pGRkURFRXHo0CEOHz7MU0895QwRraLXqcpG5Mo5G0ntYcyYMYwcOZLmzZsza9YsMjMz2bNnj1mfN998k0GDBtG+fXsWLVrEpUuXWLlypV3nCQgI4P/+7/+IiIhg7NixREREkJWVxauvvkqLFi145ZVXcHV1Zfv27WbHPfPMM9x99920bt2azz//HD8/P77++msAPv/8c7p06cKsWbNo1aoVnTt35ptvvmHjxo2cPHmSjIwMvv76a/73v/+ZyS9z25VPtbZsgoKC0Gq1FlZMYmKihbXjaObNm8e8efOu6UckXNUqd5r86u9GO3Exjbf+iKZ382DG92sqU6dUMh46LdEzh1TZuR2JqefAy8sLHx8fEhMTzfr07NnT+D4gIICIiAiOH7evom3btm3NFiaGhITQrl0747ZWqyUwMLDMc7u4uNC1a1fjuffv38/GjRvx9va2ON/p06fJzs4mLy/PqvySsqnWysbV1ZXIyEjWrVvHXXfdZWxft24dd9xxh1PPPWHCBCZMmEBaWhp+fn4VGkNxU3+w2vxMR4rmcGKvZPLQV7tJysxj+39JxF3N5M1hbXF38E1IUjqKojjUleUsNBqNxRxPfn6+2XZJV5iiKOj1+nLHNjzg2HKO0s5zrefW6/UMGzaM999/36JPvXr1OHXqVLljSaxT5W60jIwMoqKiiIqKAiAmJoaoqChjaPNzzz3HggUL+Oabbzh+/DhTpkwhLi6O8ePHV6HUtqFxV8tBu1RjyyYjt4DHvttHUmaesW3Jnnje/PVYFUolqa4EBweTkJBg3E5LSyMmJsbucXbt2mV8n5yczMmTJ2nVqpXxHBcvXjRTOIb7gyMwPXdBQQH79+83nrtLly4cO3aMxo0b07x5c7OXl5cXzZs3R6fTWZVfUjZVrmz27dtH586d6dy5M6Aql86dOzNt2jQA7r//fubOncvMmTPp1KkTW7ZsYfXq1YSHhztVrnnz5tGmTRu6detW4TFcPFQ3mq6w+qaQf3f1cf5LzCDE1409r97Exw90QlFg6b54lu0/V9XiSaoZAwcO5Pvvv2fr1q0cPXqU0aNHo9XabwHPnDmT9evXc/ToUcaMGUNQUBB33nknoC6QvHz5MrNnz+b06dPMmzePv/76y2HXMG/ePFauXMmJEyeYMGECycnJjB07FlA9GlevXmXkyJHs2bOHM2fOsHbtWsaOHUthYSHe3t6MGzeOqVOnmskvc9yVT5V/Qv379zdGipm+Fi5caOzz9NNPExsbS25uLvv376dv375Ol2vChAlER0ezd+/eCo+h9VTdb26F1dONFpeUxdK9amj3nPs7UdfXnTs61WfKzS0BmLX6OAWF5bsgJLWHV155hb59+3L77bdz6623cuedd9KsWTO7x3nvvfeYNGkSkZGRJCQk8NtvvxnrqrRu3ZrPPvuMefPm0bFjR/bs2cMLL7zgsGt47733eP/99+nYsSNbt27l119/NWYVCQsLY/v27RQWFjJkyBDatWvHpEmT8PPzMyqUDz74gL59+zJ8+HBuvvlmevfuTWRkpMPkq6koorIShV2nGOZsUlNT8fX1tevYf3f/RcRfD3BWqU+9147i6lLlut2IEIJnlhzkz8MJ9G0ZzHdjuxv35Rfq6f7OPyRn5bP0iRvo0VSWR3A0OTk5xMTEGNMw1RY2bdrEgAEDSE5Oxt/fv1LPHRsbS5MmTTh48KAMU6bs3+C13PdKo/rc/WogHl7+AISL80TN7MnWbZuqVB5Ttv13hT8PJ6Ao8Pyglmb7dFoNA1rVBeCf46Wn9pFIJBJbkcqmFBwxZxNQv9i90F1zguB1zzpCNIfw/c6zAIzs3oiODf0t9g9qrYaWr4u+VGlZsiUSSc1FKptScMScjXedulyieNV0fS47QrRrJie/kE0nVVlG3WA90KJPy2BctRpik7I4fbl6zjlJrj8Mc7SV7UIDNdWOEEK60KoIqWycTIxr8WKvXMUxaXCulb2xV8kr0BPq606rUB+rfbzdXOjRVFWU66UrTSKRXCNS2TgZbdPiyDmdyK8WLqlN/6pWTe8WQWVmCri5yJW2/nhiqX0kEonEFqSycTJd736O8yH9AfBTMklJr9o1N3q9YPURdVHe4DZlp/y5qbUaJLDv7FWSTRZ9SiQSib1IZVMKjggQAFB07tR/ciWFRR91YuJ5R4hXYQ7EJZOQmoOPmwt9WwYX7zi1Dj7rCdvmGJsa1PGkVagPegGbTkrrRiKRVBypbErBEQECRjQa0hR1biTzqm2lEZzF2mh1/uXmNiHFuc/idsFPD0FiNPwzHX64B/KzAegfoVo3e2KuVoW4EomkhiCVTSWRrq0DQE5K1U62bymKQjOsoyHxBCy+Hwpzizv9tw52qmW6OzVUsyAcipfVRiUSScWRyqaSyNapyiYvrercUZfScjhxMR1FgT7Ng6AgF5Y8ADkp0KA7vHIeuqnlt9nxKaRfon0DfwBOXkonJ1/W7JDUPAzVQ1NSUsrst2HDBlq1amVTFumqplu3bqxYsaKqxTBDKptKIs9NDSPWZ1TdWpvNRVZNh/p+1PFyhT1fQXIM+NSDB5eCmzcMnQ2BLVQFtOopwvzcCfJ2pUAvOJ4gK45Kai8vvvgir732mjFHWkJCAg8++CARERFoNBomT55s0zjTp09HURSzV2hoqENlfeONN3j55ZerlWKUyqYUHBUgYKDQQ80vpmRdKaen8zBEoQ1sFQKX/4X1M9UdA14Fz6LFpxot3LsQUOD0epTUeNrXV11ph89JV5qkdrJjxw5OnTrFvffea2zLzc0lODiY1157jY4dO9o1Xtu2bUlISDC+jhw54lB5b7vtNlJTU1mzpmpKjVtDKptScGiAAKB4qm40JadqbthXM/PYdkpVdLd3rAc756nzNI37QKeHzDuHtoPwXur747/TociVJpWNExEC8jKr5mXH2q/+/fvzzDPP8Mwzz+Dv709gYCCvv/662foxRVFYtWqV2XH+/v7GTO6xsbEoisLPP/9Mnz598PDwoFu3bpw8eZK9e/fStWtXvL29ueWWW7h8udgTMGbMGO68805mzJhB3bp18fX15cknnyQvrzgsXwjB7Nmzadq0KR4eHnTs2JFly5aZybJ69WpatmyJh4cHAwYMIDY2ttzr/umnnxg8eLBZwsrGjRvz8ccf88gjj9hdYNHFxYXQ0FDjKzg42Gx/48aNeeutt3jwwQfx9vYmLCyMTz75xKzP9OnTadSoEW5uboSFhTFx4kTjPq1Wy6233sqSJUvsksuZVP/SgDUEFy/VcnDJq5ob9t9HL1KgF7QN86VZgBsc/03d0fcF1ZopSevhcHY7/PsXHXrcA8DhcymVJ3BtIz8LZoVVzblfvQCuXjZ3X7RoEePGjWP37t3s27ePJ554gvDwcB5//HG7Tvvmm28yd+5cGjVqxNixYxk5ciS+vr58/PHHeHp6ct999zFt2jQ+//xz4zHr16/H3d2djRs3Ehsby6OPPkpQUBDvvPMOAK+//jorVqzg888/p0WLFmzZsoWHH36Y4OBg+vXrR3x8PCNGjGD8+PE89dRT7Nu3j+eff75cWbds2cLIkSPtur6yOHXqFGFhYbi5udGjRw9mzZpF06ZNzfp88MEHvPrqq0yfPp01a9YwZcoUWrVqxaBBg1i2bBlz5szhp59+om3btly8eJFDhw6ZHd+9e3dmz57tMJmvFalsKglXb9WN5pZfNcrmt0Pq+p7hHcMgZjNkJ4NXMIT3tn5AyyHw90twdgcdblOfWv+7nEFGbgHebvJnU5tp2LAhc+bMQVEUIiIiOHLkCHPmzLFb2bzwwgsMGTIEgEmTJjFy5EjWr1/PjTfeCMC4cePM6lqBWir+m2++wdPTk7Zt2zJz5kymTp3KW2+9RXZ2Nh999BEbNmygZ8+eADRt2pRt27bx5Zdf0q9fPz7//HOaNm1qIb+1MtCmxMbGEhbmmIeBHj168N1339GyZUsuXbrE22+/Ta9evTh27BiBgcXlPG688UZefvllAFq2bMn27duZM2cOgwYNIi4ujtDQUG6++WZ0Oh2NGjWie/fuZuepX78+cXFx6PX6alHcTd41KgkvP7U4k0dheqWfOyUrj91F62Ru61APNn+k7mg9HLSl/AQCmkBwK7h8guCL2wjzq8OF1ByOnU+V9W2cgc5TtTCq6tx2cMMNN5ilOerZsycffvghhYWFdlXt7NChg/F9SIiazaJ9+/ZmbYmJ5tGbHTt2xNOzWN6ePXuSkZFBfHw8iYmJ5OTkMGjQILNj8vLyjJWAjx8/blX+8sjOzra77tDWrVsZOnSocfvLL7/koYceMmtr3749PXv2pFmzZixatIjnnnuuVLl69uzJ3LlzAbj33nuZO3cuTZs25ZZbbuHWW29l2LBhuLgU/z97eHig1+vJzc3Fw8PDLtmdQYWUTXx8PLGxsWRlZREcHEzbtm1xc6seSSarK17+6g3aR59OfqEenbbynjSi4lMQApoEedHAxwVO/K7uaHtX2Qe2vAUun4CTf9Ox4VNcSL1IVHyKVDbOQFHscmVVZxRFscgBmJ+fb9FPp9OZHWOtzdZoKtO+f/75J/Xr1zfbb7g/VTQ3YVBQEMnJyXYd07VrV6KioozbBoVaEi8vL9q3b8+pU6fKHdPwOTVs2JB///2XdevW8c8///D000/zwQcfsHnzZuNnePXqVTw9PauFogE7lM3Zs2f54osvWLJkCfHx8WZfmqurK3369OGJJ57g7rvvrhYmW3XD219dROmnZJKclUddn8qrzhgVnwJAp4b+cGYT5KSCd0hxEEBptBwC2+fC6Q107P4yfx29yCE5b1Pr2bVrl8V2ixYtjFZNcHAwCQkJxv2nTp0iK8sxOQEPHTpEdna28Qa6a9cuvL29adCgAXXq1MHNzY24uDj69etn9fg2bdpYBC+UvB5rdO7cmejoaLtk9fDwoHnz5uX2y83N5fjx4/Tp06dMuXbt2kWrVq3Mxh8+fDjDhw9nwoQJtGrViiNHjtClSxcAjh49anxfHbBJK0yaNMmoeWfOnMmxY8dITU0lLy+Pixcvsnr1anr37s0bb7xBhw4dHBbBVZU4OvRZWxQg4EsWV9OzHTKmrZgpm2NFC73a3GE9MMCU+l3BxQOykrjBR40KkpkEJPHx8Tz33HP8+++/LFmyhE8++YRJkyYZ9w8cOJBPP/2UAwcOsG/fPsaPH29msVwLeXl5jBs3jujoaP766y/efPNNnnnmGTQaDT4+PrzwwgtMmTKFRYsWcfr0aQ4ePMi8efNYtGgRAOPHj+f06dNG+RcvXmwxL2SNIUOGsG3bNov2qKgooqKiyMjI4PLly0RFRZWrlF544QU2b95MTEwMu3fv5p577iEtLY3Ro0eb9du+fTuzZ8/m5MmTzJs3j19++cX4OS9cuJCvv/6ao0ePcubMGb7//ns8PDwIDy+uT7V161YGDx5c7rVVGsIGXnjhBZGYmGhLV/Hnn3+KX375xaa+1wOpqakCEKmpqdc2UH6uEG/6CvGmr9h99JRjhLMBvV4vOs9cK8Jf+kNExVwUYlYDVY7YHbYNsHCYEG/6iuwdX4rGL/8hwl/6Q1xKy3au0LWA7OxsER0dLbKzr6/Psl+/fuLpp58W48ePF76+vqJOnTri5ZdfFnq93tjn/PnzYvDgwcLLy0u0aNFCrF69Wvj5+Ylvv/1WCCFETEyMAMTBgweNx2zcuFEAIjk52dj27bffCj8/P+P26NGjxR133CGmTZsmAgMDhbe3t3jsscdETk6OsY9erxcff/yxiIiIEDqdTgQHB4shQ4aIzZs3G/v8/vvvonnz5sLNzU306dNHfPPNNxbnLsnVq1eFh4eHOHHihFk7YPEKDw8v8zO8//77Rb169YROpxNhYWFixIgR4tixY2Z9wsPDxYwZM8R9990nPD09RUhIiJg7d65x/8qVK0WPHj2Er6+v8PLyEjfccIP4559/jPvPnTsndDqdiI+PL1WOsn6DDrvvmaAIUQ0KrFRj0tLS8PPzIzU1FV9f32saK3tGKB4imw2D/mLgjeW4sBzEueQser+/EReNQvRDelx/eUjNGDAlGmxxd256HzbNgrYjGHxuDCcvZbDgka7cXE55AknZ5OTkEBMTQ5MmTeyeeK5K+vfvT6dOnYwT1ZXJmDFjSElJsXCDVRYvvvgiqampfPnll04/V+PGjZk8ebLNWQlKMnXqVFJTU5k/f36pfcr6DTryvmfA7smV7OxsM//r2bNnmTt3brVaqVpdydT6A5Bdick498Wqk5qt6vngeuJXtbHNnbYpGiie14nfTfv6/gAcvSBdaZLax2uvvUZ4eDiFhdU/R2DdunV56623qloMM+xWNnfccQffffcdACkpKfTo0YMPP/yQO++802zxlcSSLFd13qagkpJxCiH4YvNpAAY194V/V6s72o2wfZB6HQEF0s7TOVCNKJI50iS1ET8/P1599VW7wruriqlTp5Ya/VZV2B36fODAAebMUQtsLVu2jJCQEA4ePMjy5cuZNm0aTz31lMOFrCnkuQdCFojMyknGefhcKicupuOh0zI29DTkZYBvA3Xi31bcfSGwOSSdootLLODB8YTKXyskqR5s2rSpys5ty0R+TcGWFDrXG3ZbNllZWfj4qIXA1q5dy4gRI9BoNNxwww2cPXvW4QLWJPQe6sJOTSUl49x1JgmAPi2C8Dm5Um1se6ftLjQDYeqCuCZ56jqAuKtZpOdYrpuQSCSS0rBb2TRv3pxVq1YRHx/PmjVrjKF1iYmJDptIqqkoXmqyPV1OUqWc72BcCgC9wjRw4g+1seMD9g8U1gkAjytHCPVVJxJPXJTWjSOQ8TmSqqKyf3t2K5tp06bxwgsv0LhxY3r06GFMqbB27VpjSoiagKPX2QBofdWFnR55zi+xLITgQJwaHNDT7QwIvVqnJrR9OUdaociy4cJBWtdTrdoTct7mmjCsO3HUYkeJxF4Mvz1HrYEqD7vnbO655x569+5NQkKCWQ2Hm266iREj7Jh4ruZMmDCBCRMmGEMAHYGbvzph513gfGVzLjmbxPRcdFqFZtlH1caGPSo2WGgHQIH0C3RrkctGIFrO21wTWq0Wf39/Y+4vT09Ps3xdEomzEEKQlZVFYmIi/v7+lRbwYLeyGTt2LB9//LGFFdO2bVueffZZvvnmG4cJV9PwLEpZ461Pp1Av0Gqcd3PZG6sqtPb1/XA5X5TRoVEFlY2bt2oRXTxMT+1xoD5Hzqc4RM7ajKE6Y8lkkxJJZeDv7+/wCqFlYbeyWbRoEe+9954xSMBAdnY23333nVQ2ZeBTZNn4KxkkZ+UR5O285KV7i9bX9GjkC1H71caKWjYAjXvDxcO0zIsG6nM8IZ3svEI8XKt/GGh1RVEU6tWrR926da0mqpRInIVOp6v0EG6blU1aWhpCCIQQpKenm604LSwsZPXq1dStW9cpQtYUXLzVdTZ1yOBsRq5Tlc2+Isumv18CFGSDRx11zqai1I8EwPPyIUJ8b+dSWi5HzqfSvUmAI8St1Wi12uti7YZEci3YrGz8/f1RFAVFUWjZsqXFfkVRmDFjhkOFq3F4qDdmNyWf5JRUCHVO9F5SRi6nEjMA6JC5XW1s1Mv+kGdTGqhrc5SLR+gW7sUfabkcjEuWykYikdiEzcpm48aNCCEYOHAgy5cvJyCg+Cbj6upKeHi4wyrZ1VhcvcjDFVfyyExOABo65TR7igqlRdT1xiO6qP56h/uubVD/cPAMhKwkBgZc5g+0xtBqiUQiKQ+blY2hPkRMTAyNGjWSkTMVQVG4qgshND+egqRYoHt5R1QIw2LOYWGpcOKcWiag5S3XNqiiqCHQ//1TlEmgmTG0WiKRSMrDJmVz+PBh2rVrh0ajITU1lSNHjpTa17TUq8SSNLd6hObHQ2qc086xs0jZ3OR2XG0I7wU6B2QWrtcJ/vuHBjkn0Gqak5ieS0JqNvX8qkclQIlEUn2xSdl06tSJixcvUrduXTp16mS17Cuo8zbXQ0bUqiTbqz5kgC7tnFPGv5yey8lLGSgKNMvYpzY2tV610G6KFne6XDxMRMhIohPSOBSfIpWNRCIpF5uUTUxMDMHBwcb3koqT79MALoFH1nmnjG9wobUL8cQ1fqfa2MSxyobEaCLbehCdkEZUfCq3tKvnmPElEkmNxSZlY1pq1PS9xH4U/0YA+OQmlNOzYuw4rSqbEaGX4ES6GvIc6iDXpm+YGlGXfZU+/lf4HjhUVHJaIpFIysLuRZ0AJ0+eZNOmTSQmJqLX6832TZs2zSGCVTXz5s1j3rx5DncLetZRV+x65qc4dFwDBsumr0tRHfQmfa8t5NkURYGQthC7lXa680Aoh8+lOD0bgkQiuf6xW9l89dVXPPXUUwQFBREaGmoWlaYoSo1RNs7IjQbgF6S6nPz0KQghHBrVl5CaTcyVTDQKhKcWpahp2t9h4wNQtw3EbiU0+wyervXJzCvkv8QMIkJ9yj9WIpHUWuxWNm+//TbvvPMOL730kjPkqfEE1K0PgD8ZpGbm4O/tuMn1nUUutN5hApdzu9XGpgMcNj4AIW0A0FyOpnOjYWz/L4lt/12RykYikZSJ3f6V5ORk7r33XmfIUitw91UDLTSKIOWqYxMwGuZr7vY/DaJQnasJaOLQc1C3rfr3UjR9W6jXsvtM5dTnkUgk1y92K5t7772XtWvXOkOW2oFWRxreAGQmX3TYsEIIo2XTVatW1CT8RoeNb6Rua0CBjIv0qFsAwMH4FFkETCKRlIndbrTmzZvzxhtvsGvXLtq3b29ReGfixIkOE66mkqb1x7cwg+zkSw4bM/5qNudTstFpFULTDquNDZ2QocDNG4Ij4PIJ2ojTuGgULqfncj4lmwZ1PB1/PolEUiOwW9nMnz8fb29vNm/ezObNm832KYoilY0NZLr4Q+E58tIc50bbeeYKAD3qu6O9ZCiW5px0ONSPhMsncL14kDZh/Th8LpUDcSlS2UgkklKxW9nIRZ3XTq5rHciFwozLDhvTMF8zPPgiJBaCb33wa+Cw8c0I6wxRP8KFA3RpdCeHz6VyMC6Z4R1lIlaJRGIdBy3AkNhDvltRxmwHKRshhFHZ9NCdVhsbdHPI2FYpqm3D+f10bqiGhcsM0BKJpCwqVBa6LGSlzvLRewYBoM12TBTXn0cSuJyei4dOS4OMoiSp11KVszxC2oHWFbKT6eqXDsCxC6nk5BfirpNFwCQSiSV2K5vkZPO08vn5+Rw9epSUlBQGDhzoMMFqMoqXGjKsy716zWMJIZi/5QwAj/dujDaqaDGnM5WNi6uqcC4cICwzmkAvX5Iy8zh2IY3I8DrOO69EIrlusVvZrFy50qJNr9fz9NNP07RpU4cIVdPx8FfLZ7s5QNmcT8nm8LlUXDQKY1tkwM6r4OIOoe2veewyqdcBLhxAuXSUzo1u45/jlzgYlyyVjUQisYpD5mw0Gg1Tpkxhzpw5jhiuxuMfrE6kexZc+/qUQ/GpALSu54v/yeVqY8shqvXhTAzK7OIRujVWFYxh3kgikUhK4rAAgdOnT1NQUOCo4Wo0QcaUNWmk5VzbZ3boXAoAHRv4wvHf1cYO91/TmDZhyCR98Qh9ijIJ7DydRG6BrGckkUgssduN9txzz5ltCyFISEjgzz//ZPTo0Q4TrCbj5qe60QJI50xqFn4eFU/0GVWU4r93nWQ4FK+WgG5WCXNnddtgyCTQyjubIG83rmTkcuBsCj2bBTr//BKJ5LrCbsvm4MGDZq/Dh9XV6h9++CFz5851tHwOIysri/DwcF544YWqFgU81ZuxRhEkJ1U8i0BegZ6j51U3WkddUeXP0Hagq4TKmW7eENgcAM1/a+jbQo2w23rKcWuHJBJJzcFuy2bjxo3OkMPpvPPOO/To4cQILXvQ6shQvPEWGaRcuQC0rNAwfx1NICuvkLo+boRkF62vCWnrODnLo9NIWD8TDi2lT6eBrDh4nu1y3kYikVihVizqPHXqFCdOnODWW2+talGM5Liqk+oXzp+r8Bg/7o4D4MEejdCc26M2hrS7ZtlspvUd6t9ze+nSwBeA4wlp5BfqyzhIIpHURqpc2WzZsoVhw4YRFhaGoiisWrXKos9nn31GkyZNcHd3JzIykq1bt9p1jhdeeIF3333XQRI7Br2nOqle0czPpy6lszdWDZ2+v0kuxG4FFGjc21Eilk9AEzXMujCXhsoVfNxcyCvQc/pyRuXJIJFIrguqXNlkZmbSsWNHPv30U6v7ly5dyuTJk3nttdc4ePAgffr0YejQocTFxRn7REZG0q5dO4vXhQsX+PXXX2nZsiUtW1bMVeUs9B7qvE1Fswj8czwRIaBfy2DqXdmpNjbpW1QCoJLQaCG4lfr24kFa11Otm2Pn0ypPBolEcl1g95yNoxk6dChDhw4tdf9HH33EuHHjeOyxxwCYO3cua9as4fPPPzdaK/v37y/1+F27dvHTTz/xyy+/kJGRQX5+Pr6+vqWWr87NzSU3N9e4nZbmnBun4qVOqLvmJZfT0zoGq6ZP80D4a6ra6Mx8aKXR6AZIiIKzO4kIHcOe2Kv8Jy0biURSgiq3bMoiLy+P/fv3M3jwYLP2wYMHs2PHDpvGePfdd4mPjyc2Npb//e9/PP7446UqGkN/Pz8/46thw4bXdA2l4eKjutE88+zPIlCoF0Zl09ffJPqrXgeHyGYX4b3Uv3E7aRzkBcDZpMzKl0MikVRrHKZs9u3bx5YtWxw1HABXrlyhsLCQkJAQs/aQkBAuXnRclUtTXnnlFVJTU42v+Ph4p5zHtWitjXdhCoV6+7II/HsxnfScArxctTTLOVq8I6IKAiDCOqt/L/9LyyA3APafTbb7miQSSc3GYW60UaNGcfLkSQoLHb+CXFEUs20hhEWbLYwZM6bcPm5ubri5udk9tr14+KkKNIB00rLzqeNle3oZg1XTJbwO2tSi+ZruT4JWV8ZRTsK3Aeg8IT+LHn7J+Lq7cCktl90xSfRqFlT58kgkkmqJwyyb9evXc+bMGUcNB0BQUBBardbCiklMTLSwdhzNvHnzaNOmDd26OWcexOBGC1RSSc7Ks+vYPUXKpncDHewrKung38ih8tmMRgP1OgHgGr+DW9qFArDmqHMsT4lEcn3iMGUTFhZGeHi4o4YDwNXVlcjISNatW2fWvm7dOnr16uXQc5VkwoQJREdHs3fvXuecoKjMQICSTnJWvs2Hvf/3Cf48nADAPeffg9yiAIaqCA4w0LJoTm3nPG5qpV6XTMopkUhMqZAbrbCwkJUrV3L8+HEURaFVq1bceeeduLjYP1xGRgb//fefcTsmJoaoqCgCAgJo1KgRzz33HKNGjaJr16707NmT+fPnExcXx/jx4ysievWhSNnUIZ2o9Cyg/NT86Tn5fL5JzRSgo4CA+CIl3OF+aFSF2RG6PwFbPoTkGLq7q4tUTyVmkJieQ10f96qTSyKRVBvs1g5Hjx7ljjvu4OLFi0RERABw8uRJgoOD+e2332jf3r46Kvv27WPAgAHGbUOiz9GjR7Nw4ULuv/9+kpKSmDlzJgkJCbRr147Vq1c73Ioqybx585g3b55T5qAA8AqmABdclAIunY+BdvXLPWTrqSvG9/OHBaGs06vzJXd96RwZbcXVCxpEwplN1Ek5RqeGLYmKT+G3qAs81kfWOJJIJBVwoz322GO0bduWc+fOceDAAQ4cOEB8fDwdOnTgiSeesFuA/v37I4SweC1cuNDY5+mnnyY2Npbc3Fz2799P37597T6PvTjdjabRkOmuzjslnT9t0yFrjqnzIE/0bcqAwBS1MaAZVCBYwuEUzduQcIgRXVTF+eeRhKqTRyKRVCvsVjaHDh3i3XffpU6dYrdPnTp1eOedd4iKinKkbDWeQp8GAGRfOWtT/11n1HmQm1rVhbNF64zqd3aKbHYT1kn9mxDFoDaqEo2KTyE5077gB4lEUjOxW9lERERw6ZJlWvzExESaN2/uEKFqC25BqivQJe0ceQVlJ69Mz8nnUpqa2aB1mG9RLjSgsfOtPJuo11H9e+kY9by0RIT4IASsP5FYtXJJJJJqgU3KJi0tzfiaNWsWEydOZNmyZZw7d45z586xbNkyJk+ezPvvv+9seSsNZ4c+A3gGNwYglCv8l1h2ipdPNqhBFCG+bvgm7oeEQ6BooEkfp8lnF3WagLsfFObB5RPc1qEeAH8cvlDFgkkkkuqATQEC/v7+ZosohRDcd999xjYh1NXiw4YNc96EeiUzYcIEJkyYQFpaGn5+Fa+kWRaKv5oKp75yhT0xSbQJ87XaL/ZKJvO3qGuYbmsfBrs/UHd0fhh8Qp0im90oimrdxGyBhChubn0nH607yZ6Yq+QV6HF1qdaZkSQSiZOxSdlcrwXTqj1+qrIJU67w67nUUrv9c7zYbTmmZzh8vUnd6PSwM6Wzn3qdVGVzIYpWnUYR4OXK1cw8Dp1LoVvjgKqWTiKRVCE2KZt+/foBUFBQwDvvvMPYsWOdlqCyVuFXbNkkpGRZ7ZKYlsPbfx4HYMbwtjRyTYPsq6oLzTBPUl0wBAnE70GjUejVLJA/Diew7dQVqWwkklqOXb4NFxcX/ve//9UYV1mV46dGo3kpuWSmXrHaZcme4kSgd0c2gMuq4iGgGeiq2YLJJv1VJXjpCCTHcmNzNTfawh2xFMjqnRJJrcZuR/pNN93Epk2bnCBK9aIyAgTQuVNYVLFTm3bOOPdlSlS8Wu9m1A3heGeche/vUnfUbeU8uSqKVyCE36i+P7mGPi1UZZOanc+WU5fLOFAikdR07M4gMHToUF555RWOHj1KZGQkXl5eZvuHDx/uMOGqksoIEABQ/BpA1mWC9FdIzsonoCj7c2JaDgFerhwqmsu5O7IBbH6x+MAG3Z0m0zXRtJ8aln12Bw16PElkeB32n03mUHwqA1s5N3mqRCKpvtitbJ566ilAraBZEkVRpIvNTjQ+IZAAQUoqu88kMbR9PX7ZF8/UZYeNfVxdNLSu5wNnTco/d7c/W0Ol0KgoQWr0Ksi6yogu9dl/NpnlB84xvl8zPFy1VSqeRCKpGux2o+n1+lJfUtFUAG+1iNp7ugW8+uMm4pKy+G6neUaBDvX9cNNqILNogeTwT6rffI2B+l1AKVIou7/gjk71CfBy5VxyNptPygWeEkltRS5+qGo8iwuMPajdwOqjCZy4mGbW5bXbWkNuOhTkqA1FGaOrJToP6D1FfX/yb7zdXBjSVl0LtOuM/SWwJRJJzaBCJQYyMzPZvHkzcXFx5OWZ576aOHGiQwSrapye9dmAIVwY1ZU2468TFl06eV6Bz+5QN3Reapbl6ky3x2Dr/yDhMORlclOruizZE8fvhy7w2m2t0WnlM45EUtuwW9kcPHiQW2+9laysLDIzMwkICODKlSt4enpSt27dGqNsKitAgNbDyfUIwS37En5KprH5qf7NiAjxYVjHMJR1r0PaeXWHbz3nyeIofOupFlvWFbhykv4RHQnyduNKRi57Yq4aQ6IlEkntwe5HzClTpjBs2DCuXr2Kh4cHu3bt4uzZs0RGRvK///3PGTLWbBQFt0GvA+BHJgGkcYtmD+O8tnFn5/poNQqc21fcv/19VSSondRtrf6N242LVmMMgzZkrpZIJLULu5VNVFQUzz//PFqtFq1WS25uLg0bNmT27Nm8+uqrzpCx5uPuD0BHzWkOuI/nC9e5BK1/Hi4egfP7IX6X2u+eb6HPc1Unpz1E3Kr+Pf47ADc0VTMI7JTloiWSWondykan0xkTcIaEhBAXFweAn5+f8b3ETjz8AQhSzAMDOLoc9i9S37ceBu1GgFZXubJVlBaD1b/xu6GwgF7NVMsmKj6F1Kz8KhRMIpFUBXYrm86dO7Nvn+rWGTBgANOmTePHH39k8uTJdpeElhThVdd6+7Y5cKBI2fg7twy2wwloChod6PMh/QINAzxpGeJNgV7w6qojVS2dRCKpZOxWNrNmzaJePXWS+q233iIwMJCnnnqKxMRE5s+f73ABawVBLcGnnIn/fOuJOqstGo1xDRFfqDV3Zt7RDoDVRxKIS7rOrkcikVwTdiubrl27MmDAAACCg4NZvXo1aWlpHDhwgI4dq1kW4mugUnKjGdBooP09ZfcJaOZ8ORxN497q35wUSInnhqaB9GkRhBDw19GEKhVNIpFULnLBQylMmDCB6Oho9u7dWzknDGlX+r4bJ0O3cZUjhyO583Pwb6S+j9kMQOdGdQCITcos7SiJRFIDsUnZ3HLLLezYsaPcfunp6bz//vvMmzfvmgWrdYR2sN7edyoMmqGuzL/e0GiLQ7XPbAIgPMATgNgr0o0mkdQmbFrUee+993Lffffh4+PD8OHD6dq1K2FhYbi7u5OcnEx0dDTbtm1j9erV3H777XzwwQfOlrvmEdIGRv8O3iGQeQXqhMPZHdCuHPdadadpPzWbQOw2ACJCfQDYH5dMVl4Bnq4VSmIhkUiuMxRhrYiKFfLy8li2bBlLly5l69atpKSkqAMoCm3atGHIkCE8/vjjREREOFPeSseQQSA1NRVfX9+qFuf6IzsF3i+KpGt5CwX3L6HbO/+QnJXPHZ3C+PiBzlUqnkQiscQZ9z2blU1JUlNTyc7OJjAwEJ3uOln7UQGksnEA003S/bx+mY3/pfDoQnUu7OAbg6hTVMNHIpFUD5xx36twgICfnx+hoaE1WtFIHESPp4rfXz3NgFZ1aV7XG4AXfjlURUJJJJLKREajSZzP0PcgsLn6/rdnARjWIQyA9ScSefTbPVZLYkskkpqDVDalUKnrbGoD7kWutHOq++yZgc2Nuzb+e5mTlzKqQiqJRFJJSGVTCpW+zqamc8t7xe/zMtVs1ibIKp4SSc1GKhtJ5dCwe7F1825DyEnju7Hdjbs3n7xcRYJJJJLKwG5lM2bMGLZs2eIMWSQ1HQ+1zACiEI78Qt+WwWx4vh8Au89cJTEtpwqFk0gkzsRuZZOens7gwYNp0aIFs2bN4vz5886QS1IT8Qwsfp92AYCmwd50aeRPgV5w4/sbKCjUV5FwEonEmditbJYvX8758+d55pln+OWXX2jcuDFDhw5l2bJl5OfLOiWSMugyqvj91v9BQR4Ao3s1BiC/ULDigHx4kUhqIhWaswkMDGTSpEkcPHiQPXv20Lx5c0aNGkVYWBhTpkzh1KlTjpZTUhOIHANDZhVvb1Lf39q+uLzCi8sPs/9sciULJpFInM01BQgkJCSwdu1a1q5di1ar5dZbb+XYsWO0adOGOXPmOEpGSU3CtAhcUclonVbD8qd6GZvv/nwH55Jlok6JpCZht7LJz89n+fLl3H777YSHh/PLL78wZcoUEhISWLRoEWvXruX7779n5syZzpBXcr3TtH/xe52n8W2XRv5MvrmFcfvwudRKFEoikTgbu1Pu1qtXD71ez8iRI9mzZw+dOnWy6DNkyBD8/f0dIJ6kxuHmDeO3wRe94eJhyEkFdz8URWHyzS05ej6Nf45f4nSiXOQpkdQk7LZs5syZw4ULF5g3b55VRQNQp04dYmJirlU2SU0lqGXx+x2fmO2KCFVzpl3JyK1MiSQSiZOxW9ls3LjRatRZZmYmY8eOdYhQkhqOixs07qO+3/IBxO8x7qrjqWaAXrTzLL8fulAV0kkkEidgt7JZtGgR2dnZFu3Z2dl89913DhGqOiBzozmZyDHF79dNMxZXMygbgGeXHKxkoSSSmsPfRy8y6aeDZOYWVLUogB3KJi0tjdTUVIQQpKenk5aWZnwlJyezevVq6tat60xZKxWZG83JtLmzOKNA3E5YeBsIgZ+HecmK8ymWDzYSiaR8xv+wn1+jLvDNtuoxpWFzgIC/vz+KoqAoCi1btrTYrygKM2bMcKhwkhqM1gUGvwW/Tihuy8+me9MA2tX35ej5NAD+OHSBJ/s1qyIhJZLrn7Sc6rHY3mZls3HjRoQQDBw4kOXLlxMQEGDc5+rqSnh4OGFhYU4RUlJDqd/VfPvUWnzb3skfz/bh/9af4qN1J/nr6EWpbCSSa8DbrXoUuLRZ2fTrpyZMjImJoVGjRiiKUs4REkk5BJWwkH8ZDenvww3jubF5EB+tO0lUfAo7Tl8hIsSHQG83AKLiU/jfmn959dbWtAmTpbolkrLwctNWtQiAjcrm8OHDtGvXDo1GQ2pqKkeOHCm1b4cOHRwmnKSGo9FA9ydhz5fFbX+/BD2eJMi7OFDgwa92U9/fg60vDkCjUbhz3nYAJi89yNop/Spbaomk2qPXF1e+9XazezmlU7BJik6dOnHx4kXq1q1Lp06dUBTFahlfRVEoLCx0uJCSGswt75krG4ArpwjwaWLWdD4lm5TsfAK8ipXQ1czq4YuWSKobWfnF92Gv60nZxMTEEBwcbHwvkTgMjUZNzrnm1eK29AS8g1rQMMCD+KvF0WhJGblmyibE160yJZVIrhuyTMKd3VyqR41Mm5RNeHi41fcSiUPoMV6dv/lnOlw6Csd/R2ncmy1TBzD+h/2sOXYJgDHf7uXLUZHGw1yryT+RRFLdMPU7VZf59Qot6vzzzz+N2y+++CL+/v706tWLs2fPOlQ4SS1Bo4UWg8BLtZ7Z+xX8PhFFUfhyVFe6N1EjH8+nZHP7J9uMh1WPfyGJRGILdiubWbNm4eHhAcDOnTv59NNPmT17NkFBQUyZMsXhAkpqEW4+xe8P/mB82yrUx0rn6vPEJpFUO0T1q3hrt7KJj4+nefPmAKxatYp77rmHJ554gnfffZetW7c6XEBJLcKtRBjzpWMAtC0lvFmqGonEChePEPxZBOO0q6taEjPsVjbe3t4kJSUBsHbtWm6++WYA3N3dreZMk0hsxs3bfPvzXhC3i0YBXla7n7iYzvTfjpFkkiE6PSefWz/eynM/RzlRUImkGvPbs2hy03hD90P5fSsRu5XNoEGDeOyxx3jsscc4efIkt912GwDHjh2jcePGjpZPUpvQeVi2bZtLo0BPy3YgI7eAhTti+WlvPNl5aqjnX0cuEp2QxooD57mamedMaSWS6om+eiTeLIndymbevHn07NmTy5cvs3z5cgIDAwHYv38/I0eOdLiAklqEi7tlm0cdQn2ttJvwwZp/aT99DQfiks3KSR86l+JgASWS64DC6qls7F7t4+/vz6effmrRXp2TcLq4uNCuXTsAunbtyoIFC6pYIolV3KwEAmRfRaspf3amQC+Y8Xs0XRr5G9vOXM5kQIQD5ZNIrgeqqWVToaWlKSkp7Nmzh8TERPT64qgHRVEYNWqUw4RzFP7+/kRFRVW1GJLy6PQQ7P4CFA0ERcCpNZCeAMBrt7Zm+YFzdG1chx92xVk9/FB8CofiU4zbcUmZlSG1RFJtOHo+leZ5+ZTtC6ga7FY2v//+Ow899BCZmZn4+PiYhZ9WV2UjuU7w8IdJh0FR4EJUkbJRF3Q+znIe53vW1fuO48q/vKxbwoz8RzgqmpY63BU5ZyOpRej1gts/2cZW10waVsP1znaL9PzzzzN27FjS09NJSUkhOTnZ+Lp69ardAmzZsoVhw4YRFhaGoiisWrXKos9nn31GkyZNcHd3JzIy0u4Q67S0NCIjI+nduzebN2+2W0ZJJWJ4ePEJVf9mJkJeFmx4G1LOcnPyLyx3m0E3zUm+dZ1d5lCmUWoSSU0nNVvNFahVqmd+Srstm/PnzzNx4kQ8Pa1HCNlLZmYmHTt25NFHH+Xuu++22L906VImT57MZ599xo033siXX37J0KFDiY6OplGjRgBERkaSm2t5Y1m7di1hYWHExsYSFhbG0aNHue222zhy5Ai+vjI1fbXGK1h1pwk9fNLF2Ky4FNfmCFbSjO/r+3tYVPU8FJ9KoV7YNOcjuc7Q62HdG1CvE3S4t6qlqRYkFVnyLlS/BZ1QAWUzZMgQ9u3bR9Ompbsv7GHo0KEMHTq01P0fffQR48aN47HHHgNg7ty5rFmzhs8//5x3330XUCPhysJQ1K1du3a0adOGkydP0rVrV6t9c3NzzRRXWlqa1X4SJ6PRgmcgZF42ztsAVoMInh/UkjZhvoxbtM+sPTu/kOMJabSr7+dsaSWVzcm/YGdRoJJUNgAkZ6nKRksNsWxuu+02pk6dSnR0NO3bt0enM68CN3z4cIcJl5eXx/79+3n55ZfN2gcPHsyOHTtsGiM5ORlPT0/c3Nw4d+4c0dHRZSrKd999t1pH1tUqMi9btpXIMvDJyM4M6xjGkXOpxrYP7+3InH9Oci45my82n+bdEe3xca8e1QolDiL1XFVLUO1INlo2NUTZPP744wDMnDnTYp+j69lcuXKFwsJCQkJCzNpDQkK4ePGiTWMcP36cJ598Eo1Gg6IofPzxx2YlrUvyyiuv8Nxzzxm309LSaNiwYcUuQHJtBDaHpP/M20zW4ggUhnVUrVbTcgO3dajHop2xnEvO5o/DCbSv7ydLS9c08mW2kpIUFBVM09YUN5ppqHNlUTLhohDC5iSMvXr1KrOyaEnc3Nxwc5N1UqoF93wDX/Y1bzNZQ6Boisvd1vV156P7OuLrrsNdp8VdV7xvb+xVqWxqGgUy+KMkeiGY5bIAbyWnqkWxyjUFyOXkOPeigoKC0Gq1FlZMYmKihbXjaObNm0ebNm3o1q2bU88jKYN6HaHrWPM20wVrinlt9RFdGnBzG/V34WGibLacukJBYfV82pNUkAJp2ZRErxc86LKhqsUoFbuVTWFhIW+99Rb169fH29ubM2fOAPDGG2/w9ddfO1Q4V1dXIiMjWbdunVn7unXr6NWrl0PPVZIJEyYQHR3N3r17nXoeSTmUTGGTdr74vcGySTwOmz+AvOJFnKaF1fIK9Kw4aHKc5Ponv3o+vVclQlTPuRoDdiubd955h4ULFzJ79mxcXYtL9LZv375CaWAyMjKIiooyrvCPiYkhKiqKuDh1lfhzzz3HggUL+Oabbzh+/DhTpkwhLi6O8ePH230uyXVIbrr59rY5xe/1Rf9cn90AG9+Gv16C+L0ghEX5gReXHWZf7FWeXXKQN1YddarIkkpAWjaWVMEUhz3YPWfz3XffMX/+fG666SazG36HDh04ceKE3QLs27ePAQMGGLcNk/OjR49m4cKF3H///SQlJTFz5kwSEhJo164dq1evluWpawt5ZaScKcyFPV8Vbx/8Xn09tBxF8Qfgds1OXtEtZkLeJO75orjrm8Pa4KI1edYqzAetGrFWUKhn07+XuZqVx5A2ofh5yki2aoecs7FAXw0LpplSoUWdhuJppuj1evLz8+0WoH///gghyuzz9NNP8/TTT9s99rUwb9485s2b59DoOkkFKEvZAKx+wbItehUujMKfdD51/QSAT3Sf0CfvY2OXF5cf5szlTG5uXZenfXeg+ftFGLkEmg3k620xvPuX+uC0qtl5Fj9+wzVdQn6hnge/2kWber7MuKPdNY0lKaKce0atIzOJmzfeWdVSlIndbrS2bdtaTRfzyy+/0LlzZ4cIVR2QczbVhPwsy7YG3UBTxnOSizuvnX+aKPcnjU3uivmTcPTBnbx48QU2rPsDzR8ToSAHlqnBCD/sPmvst+N0klnZAgO5BbY/hGz77wp7Y5NZtPNs+Z0lEmtciIKc1NL3b/sIn8zq/fuy27J58803GTVqFOfPn0ev17NixQr+/fdfvvvuO/744w9nyCipzYR1gtgSDze3/g/m9yv9mLxMwnLM1+foSzxXLXJ9jxAlhRXa6ca2QsUFLZau79Hf7GH98/2N238fTWDiT1FM6N+cSTe3KFWM3IJCVh44T55JJFxBod7cfSepGDYufagRnNkE390BdRrDpEPW+1h7KKtm2K1shg0bxtKlS5k1axaKojBt2jS6dOnC77//zqBBg5whY5Ug3WjVhH4vgas3nNsH/xVFJWpdyz7m0GKLpkITZdNIuUSIkmLR50o29Hj5T4v205fNXXnjfzgAwIKtZ5jUP5z87+5Co8/nSf0rRLZsxFP9m8HVGH7ceoqZO81dy5m5hfh5Ol7ZxF7JJMzfwywKr9YgRM1WPtG/qn+TY83bczOKS6nrq/99qkK/zCFDhrB582YyMjLIyspi27ZtDB482NGyVSnSjVZNcPOB/i9DaPviNhc3eMBSoZRFmHKVubpPaa6cY4vbFKt9Mgu1VttLIz23gHWb1qOL24b23G5yY3fx/t8n1EqJ/9eJsQfvxQPzEN20HPvnNctjy8nL9P/fJib9dNDhY1dfTJRLNZ8Yv2Y0VgJUjv8B79aH7f+nbl8Hn4HdyqZp06YkJSVZtKekpDgsOadEYoHpHI1WB61uM1dANnCndgffub5X6v78sgz9PV+RPSeS+Z+ZlzX4bcdh4/sA1KStN07/xdjmh7lVlJFbfhVFIQQ/7DrLYRvLWs/95yQAfx21LYVTjeM6uNFeExorD0Eri+Yj172h/r0OPgO7lU1sbKxV11Jubi7nz8uFcxInoTV5ujO40XT2l7kIU0qvuZRDGe651S/gkfofTyS+QxOlOAv1cG1xQthARV0T5FOQYmzTKebKJT2nACEEa45dJP6qdT/72uhLvL7qKMM/3W51/9Hzqfy0J84YxXkprRaGAZu6za4DFxIASafh0FL718OYKhvDtZaMxrsOPgOb52x+++034/s1a9bg51ectr2wsJD169fTuHFjhwonkRRjcnO5BmVTFpnCPFvBq7e2YtbqEyglEhs2UhKJEfWoRxKD8jcZ2wMVNVooSCmOGnLH3G2WlVfAgbhknvxeLYtx4q1bjHncEtNyCPJ240RCiYWsJbj9k20AhPi5MyCibrlLB2om16EbzViXSUDHB2w/ztSqz01XK9pS4ju/Dj4Dm5XNnXfeCahJMUePHm22T6fT0bhxYz788EOHCleVyACBaobp052TlI1AoXuTAPw8dPQMymHsldkcq9OB9cl1zfrVVZIBaKJJMGv3RbVU/MkwtrljXpo6J19PuklOwfvn7+L5QS3JyS/kie/3M3VIBJtOJtok7+nEDAZE1K1QUEBBoZ6Hv95NRIhPxdf+pF0AFPCtV7HjrwXTeIBqnqbFgnP7ylU2e2OvcuBsMk/0bYpiarXkZarKpqRyKeUzKPmgVJXYrGwM2Z6bNGnC3r17CQoKcppQ1YEJEyYwYcIE0tLSzKw4SRXh6l383qUoK7fWsSv73ZU8Gvh78NGICNjxKez5iY/5iV78n1m/BsoVminnecXFPEjBqyjbro5i15k7efz8ZE/mrDvJzjNJ5BYUkp1XfGM4FJ/CI9/swctVVaYfrPnXbMySGc6z8orH9nRV/33dXMoObBBCoBeYVSzdfjqJXWeusuvM1Yopm/xs+Ki1+v6NJNDaHdjqOK6Dp3ozXMrPKn/vFzsBaKxLZshZk9pdBqVS8ppLcaNpSlpAVYjdv5CYmBhnyCGRlI2rV/F7g1tBcWyYbzApNM87Du/0x9RN0UJjPhdZX7nCerepFseP0G7j1fxxuJjUgHdX8qhfx4O62nSe1a5g7yEXNl20VJKZedZvFll5hXi5Ff+bXk4vnp8RRTKWTDpa0tJ5/Lt9/HspnbWT++FRpNRy8q/RGkiJK36fnwnaogeyvCzIywDvutaPcxjX4ZyNgZLJZctgyNqbzBuszdl8cwvE7XSAYM6lQo8j69evZ/369SQmJlrUt/nmm28cIphEYoapsjE86Tt4bUUjzWWePm2Z4HWR6/tm2/dot5htZwk3PIsyFEx3WcQhUVw7x508vFy1TLjyNi11UUSdPsgPeW/ZLFNmboGZssnMVW82dUgjsyiyTadVP4eWSjx83AEGvARdRgFq2vl/jqtuua2nLjO4bSgABYXFNyt76kMVX7RJoEV+DrgXKZvPeqiKaOpp8Kok78f1NmdVirJJTM/hrT+O80jPMvI+Gi0ak2u+DhQNVCAabcaMGQwePJj169dz5coVkpOTzV4SiVMIaGKl0doNsvIX9yVT7OJ7wGWTWVnexspFfP54kpbZUQB00py2a+wdp82XGRTo9Tyg3cBB9/G0PfUlrJrADTlqwMBbum9xTY+H354B4FxyFmdNIt5yCoofDPNNshrkWav1c/EofNQWokpZz5RhEmZtWL2el1Vs8VyIsvEKHcD1MGdjqhBLcaM9+u1efj90gWcWHyhjHL3leNcJdls2X3zxBQsXLmTUqFHOkKfaIAMEqhn1OqppavwaFLdZexq/8zNY9VTxdpN+ELPZISJcEb4EKWkW7anCm/pKsVKYPKAJqPd/XtMthuiKn3Py0iju7FzfuJ1fKHhPp5byuDH+S4iHF4HPWGwWmHA5PZeBH24mz0TBJGUUu+AMJYQNY7qVvBMsfwzSzqmfZacHLQUzLf1QUBTwkHSquM3NG6dierOtznM2OWng7guFJoEipVg2xy6ov60yQ9kNbjSNFq6ze5Pdlk1eXp7TC5dVB2QGgWpI98chYqhJgxVl4xlovv3Ajw47vXewdffGFeFrth247c0yx/E0yyogeNNlEbvdnuYb3ewS+1QyTRaC5pdRcdS0ik/c1UwzRQPq/I8B08qlJfsBkF2Ol8I0xX9+UW0ZM9daUVt2Cvz9quMtHVMFY8OcTUGh3iy4olLY8Da81xD++8c8e3k5AQL1/T2AUiLJDNet2Jftojpgt7J57LHHWLzYvlQhEolTsGbZeASYbzswPFrn6kqasBzviGiCsCNYYZXrG8b3TZUEHnVZQ4iSwkBtFDdr9vOcy8/85foSk12W4UcGiSZBAQWFghxhPQrPNNlovpWs1KaKyjRAwKoCK684memTusGyMbN2imRePwN2zSs7cWpFMFU2Nlg2d8zbTptpa0jNcny6oFLZ8oH69+9Xij8jsJoRwFQRGpSNDitK9HpwGZaC3W60nJwc5s+fzz///EOHDh3Q6cx/+B999JHDhJNIysTaDd6zhLKxluqjoqcTekbmvcafbq+ZtecJHTz6F3wzxKZxWppEt9UtkRA0VLnKRJdVALTWxNNSOccD8wP5enQ3mgV7k6/Xk4vOYrEoQKGJZVOQa2khFZq4zrJMlI2ZZXP5X3UOJt8OZWOcsyl24xlvrhePlD1ORTFTNuXfgA0uqm3/XeG2DpW8Lsjd31zenDQ1m0BgcSCJ6XdgiCY0DaE3kpsOWz+yuVLpjZqjQI+KSO1w7FY2hw8fplOnTgAcPWpeXtfuiBaJ5Fqo28ayzd3KmqiXYuH8AfhhxDWdTiMKSPJpzYmchrTSxBvb83FBqaAFFYR5jZKmivlC0f6aQzydlsvtn2zjhqYBPHxDOLm4ApapbkwzW+fnWu7PLxTGbAOmNzdjgIAQMK+7bYIXmCqbMiyb8jJ0V5iKzdlcc8h3RfCoYy7jmlfU19O7oK66Vsl0Ds2Aq5UHCv6ZDvG7bT71d67vs45x9krsFOxWNhs3bnSGHBKJ/fQYD7lp0PxmWPcmuLiqczYPLVMLoQ1Xq3TiUaeUaDY70ReyasKN+C0JgYvFyqZdoyCbFuqZMlizF38lA9cST6/eivkTqx4FHQXcqd3GtjPteebMVba7WbfWTB/1CvIsn3zzC/Xc88VOCvWCG5oGmrUD5VdFNaXQZM7GqhutqK2sInclufKf+jn6Nyy/r5llY3tkVq61+SlnYCpTSWVj4PQGo7LRmygbgwVq1Y1mh6KpblThsl+J5BpxcYWBr6vvx/5dPIfTYhC8dBY0Jm42nZfl8faiLyDUzx26PACr9xmbb+3YyG5lM991DgCLCwaatftQUtloeFL7Oy/ofiHFxYtOuV+hFxorsRHC7OZUWGTZ9ArVM9xlF7PPteNiag77z6oT/0HexRaHy/m98NdHcONE24Q/tgp2fla8veopCI6wtGzO7jQvfFdW3ZnMJPg0Un0/vYyKlMax7AsQMFBplk3GpeL3PiHWFaLJb6bQZL++6L2rUskBDU7GZmUzYoRtLogVK1ZUWJjqhAx9vs4oeRPTlJjPcfO59nPoi/75u46FzCuwuahcgVYHWvuUjYHOGvOKov20h8229SgM0EYB4K+olkehlbgeFwpxMbGSvJKPA6G8n/UmDfNO84A7vHnpLUCdJ4i+UBzC3eyPe9V5j7Pbyhc44TD8Yp4bkcI8+KI3RNxW3JaTAj/cba4UCnJA52F93EST+HBbiqHZGSBgFMuOct7XhOlCS0VjXUaTEGjTRbYGZWN1zuY6xuYQGj8/P5teNQUZ+lzDcPWEep0s2x/5DR7927YxCov++TVaaH17cbvW1W7LxkBrTVyZ+zUIlBL5rfRWQr7dyDdbTNrn4HOAoGFe8SLS19JmEK5c5C/Xl+ieucHYrtgT4XS1jEWp/5pUOT2/X01jY0pZQQc5JtaM4cackwpfD4Zdn1v2tyNAwDQrdm5+JbjRhIBfxhRv6wusWzZZSeriWYoVDBTP31ids7mOsdmy+fbbb50ph0TifBr3hoQo87am/SD9kmXfJ7fAnq/g4PfFbXqTJ03TgACtzmkT4dbW3Vhzr7iTR1ONefE03xJBBK4U8J7LAlpr4pmr+ZRVBRVYL1delJqBRCsrWfMy4dIxuHAQej1rbr2YKht9garQd3+pzlHE74YO96tBHs0GqPvsWNRpGoXnEMsmP1u1Skqzvi6fKCFAgXUZ101TX4/8RoFPZPHwRXNotdaykUiue3xCzbfvmq/+tTaJ7RkEt5So6mmqbNxMFnIW5peeXLHLaOvtNuKiWNoxHliuMB/lss6iTQ17NcdPMbc2HtL+Y59AtiqbzCtWjs2CRber1SV3fALr3yruZ6ZsCov7G5jdBH68G6KKFunaMWdTaKaYbBO/VJJj4Z1Qc8ulJBklHl70pSgbAwcWmQUI5BcYLBupbCSS6xNTBTH8E+h4v/re2locVy/LlCumysY0yWR+lvUU+32nwrCPbZMt/EarzUf1jc22x2n/tKiRA3CfdpNF2+eulufWmrja3neZzzs6OxPn2qps8i1Dr83a1r0BW/8Hq55Wt03X7Rg+Z2sPAafWqql0/l1d3GaHZWPr8ow/Dydw12fbiUsqcR171VRBRK8q/WCL9P/lKJv8HDOFaAhFr2kBAlLZSGoPpq4ujcliZGs3NcN6nZE/FbeZPkErCtz1JbQYAh3us34+r2C1n5sNc5nNBlptDvbzNpuzeUP3Ix5FyqZbzmckC1Uhutno3w8wye12v8smm46hMB/idqt/bVU21sizooAME+lmlkoZyiYjEY78YtaUmmXpajTFXNnYJCkTFh/gYFwKI7/aVWIwGz7nkmWfy1M2hblmAQKGNVDSjSaRXK9oS1EwJW9qOs/iu5JpLjZ9iRtNxwfgoZ/VdRTWMMzrPLUdHignxVMpbjhPTT4lfT8aRd3OwZW8omlXU5fLyDzzDAemBFtJJFouf0yBbwarCwoN1kmLweAdWuZhFmQlWbblpsHVM+aT/PpCOLcf0hMs+1tZtPvEwl2W/UwwUzbliBh7JZPD51KM2+dTSijXgjKSZBooGbCgLyxb2RTkFgUIqC85ZyORXO+YWTYmrrOSyqa0MGl9Of/8wa3Nt12LlI1/Q2h1Gwx8A8J7Wz+2lMWPOn2u1UzTAE3qBeHuroYSm0YupQkHrCkyxRAksfPTYssmpB30fcG+cUrOZRhY/nhxpB+oEW8LBsL+hZZ9rdzsNaLs78Uey6b//zYx/NPtZQxWwoW55yuY215NP2Og5BxSOZZN7KWrrDt2kWWuM1iie8eY104qG4nkesU0PLk0xQOlK5vyXChPboEnTRYxllxI2vcFePRP62tyrpy0OqR7eiwNFCuT7YqW3yYNwMeryI1m4t/PwPZKkHZjsGx0nuZzYLaQftF6e0qcudWYeLz0MQosXWYu1lbam1BYIuz434vpHE+ogIUHlspu9Quq/OumFbdZWDYFlBWZkJGZyaKNh+iqOUlPbTSBhWqxOzepbGoH8+bNo02bNnTr1q2qRZE4ClM3ms7khlzycbf3lFIGKCeUycUVvENMzlHKAkbTc9frqP41K51gA0UuOo3OUrFkCScpG61b8c1e52HbQtkG3dVElADZV633yUyErR8Wb5flqrISeFCusjENfc7XM2TuFoZ+vNUs03L81Sx2nbF082lKWkKmlk2qSbnwsqLjyrFs2mlizTJ2B+vVhwtp2dQS5KLOGoipNeNSQhEY5h8GvgGdHqr4OUxv/lrrpQDo9pj6t80dMPoPeGy9mt+tIudxsVzfk4uOAuGEf+3CXDi9sfj8rqUkHzUoF4DmN6nzOwC5GVa7W5BTRroaK4qovBBhU2WTkVPcN93kfZ/ZG3lgvuXcj05b4nM0tW5NrRnT79rqnE3ZDyp1lOJUP0ZlU8Oi0WRuNEntwVTZlLQIHvxJLf7V/CbL4yJuVUNtbVFCphP9pRW4GvC6OocT2Fyt4tiga/njlsRgNZWSJicXHS5W1uNcM5mJRef3tFTYAD5hkH6heNvFrVgpmeZOK4uclNL3WXE3lmfZmAaHmbrUbAlMs1Q2pkXjTKws099WScVSXjQaUMekyqqnolqPNS2DgLRsJLUH06fPkjfKsM7WFQ3AiK/g/h/UstTlnsPUeiolq4BGA/UjrZdDsBWD/FbOkYYnLiWqPK4stL6Op8LoPKyn6Ok31XzbxaN47spWZRP9m12iuJRj2RSYaBtTK8cWbeOiLdHJ1LIxvX7TUHo73WhgXmXV4D6raW40adlIag9lWTZl4eYNrYfZ1ldRoPuT6tO9tVxsjsIgfwnL5srAj2C1gpti/lSc6eh5HJ2napmVpKQC9W8ImZfV93k2Kpu0c/aJopRj2VhZMGnz2CUtG1M3nkspLlNrAQLlKJvf3V4vPmeRpeZajsV2vSEtG0ntwUzZOK5ctAW3zlYtIacWEywau4R1EeTrwbePWga1DOzYzKLtmnBxV5Xw8ydh1Mri9pILWJv0s9+NZifdlH9h6cNwdLmxbdeZJN7/+wQFhXpM9Uu+ST2bkmsvraHTKBC7HdbPhLhdJVxnJgrG9LdlYdmUs86m5DmlZSORXO+Y3PxLy2VWXRj6Aax9zXJdhwHD03NJV5aiYUBEXYvuYcFBFm3XhEFZ+4SYz9HUCTfv5+Zd3NdJyuZ+l01wHDj+O7S7m5z8QuNkf/fGAdT1Lf6M8k00T8mQaGu4aDWw8FZ1wzRiDuDAd8Xvr9GyMcWgZFwVOWcjkVyfmN4ESgtLri70eAK8SigNUwVpeCy3uI5SrCl73Ia2YHper+Di96auNdei3HIGZWNwpzmZi6nFa3Gy8wvNLBhTN5oh+eWxC6VHvwlbM3cqmuKoM2sVT+1RNoq0bCSS6xvf+sXvnVQSwKH4NzKfvzBd52LIZhA5xvwJWynl+dEGt+GKwt4c1zfiNV05qXXAPOzZr4FaF8g7RHUdth0Bx1ZA78lFfR2c0aAcMnKLb9J6IcwCBAwZlQ37AG77v9KLxhUW2qFs/q8zpJw1bcS4NsuO0tWGUG7NNaeorl5IZSOpPbh5w5RoVdE4dT7FQfiGFb/v9SwcXQG5RU/hBmVTMi9badeVV/4alzfzx+BCgW3Kxr+Eu6xpv+L3d34OPcYXh3RXshVpun7mh11n6duy2PIytWzMItNKocCGPoCa9cBM0aBmpjB8TxVwo9U0pBtNUrvwqw/eweX3qwra3aP+bdBd/WvqNot81PyGZbAaPALMxyhV2VjJuFyCAjSk4F1uP26ebr0sgwGdOzTqUdzHmcEYVsg0sWx2nbnK7L//NW6bztnobbA2cvNtjAizZlGarrOyw7KRykYikTiXYXPVOjuGsgZm64LcwKde8XaXR9S/br6YzdOU5kbrNg5cy04vU4gWgYYsUU6J64hby95fEhvcaLnCcU4WUzdaSfJMo9FsuP/n5JSvpAHr9XtMFbKdlk0gqVaL5F3PSGVTCjI3mqTScfNRlYhXoLpdMrR2xFfQuA+MWlXcrtGYu6lKUzY+oTB+S5mnL1S0eLlqySwvkae9kXw2uNGyKUfB2UpuOullKBtTyyavQM+O01aSnJpg8w3fWlCAwbIpyCkuumYD9ZUk9rs/xcMu60vts7BgMML04eM6QM7ZlMKECROYMGECaWlp+Pldw0pvicQRaF0hqDmM+cP6PuOTdRlzUeUERfz3zm0oGg25cwIgtYz8ZKW4xbadusLRC6k82bepeUVMG9xoDiuBvPYNkj0nlLo732TC///Wn2JtdCllD4rwtFXZWLVsihR/QpRtYxRxgya63D4C5fqYdzRBWjYSSXXF1M9flqIwy8dWxr90OcpGKbo5unqWUzqgFEvl4a93895fJ1hX8gbubR7CvbOwjcWxDssDFruVy+mlKwjTAIHyFA1gViW1TKzNiZWWG68c3GxNwFnB8asKqWwkkmqLyY3OWh4y4z4TJWJN2XgGlr7PCkophdwMPPzdIc5cLj267cyVTM4lZxXPj5QoRZCPlkfzzHOouSj2pZEpFY2uTGWTb2e6GpvJt+ZGc97tVaAgnDi+M7i+pJVIahOmk8plRX+ZWTZWXCsToyz72ciigkEWbdtOpzB5aRSFesHdn+/gsUX7zPbvPpNE7/c3cs8XO4xtWzu+b3yvR8NGfSdG571kdlyhcIBbSOPC1axSsi4AKVlOWpVvzbIp6zu7RlQ3mrRsJBKJI7A1XNY0GafhaddQHye0vVrGANR1RsM/MT82tEOZQ+tLuUUcPpdKm2l/s/9sMv8cv2RcjQ+w8d/Lxj4GPttbXBmzEA2gsFnf0WzMQgfcjhIy8tkTU0qRNmdSkG3Z5kRlIIBkZylOJyGVjURSbbFR2bhYUTYjvoJBM+GhZeZ9299nvl2OsilLAeSahBGXt/gxXxTfeEtTYIVc+805Mb10q6bScaJlo0dDSvb1tR5HRqNJJNUVWy0bs/mcIleUZwDcOMmyb8n5mHJKO9tqbZQ3F5JvcqspbUxHWDbVCqfO2Vx/SGUjkVRXbF0IaGbZlDPvUfJp291a5FnxGAUm1saCgqHs0ltGkgEUlJJD7GpmHnU8dSWUjXUZHaFsbI4eqwycPWdznSGVjURSbbmGOZvSKKmMfELL7G6qJN4ueJjS1vF8ueW01fYub60DoLlSPE7pbjTHWgINlUu0VM6xXt8F24pAOxinTuAraHBSZJ2TqGF2q0RSg7D1Id0ey8YURQOdHoLmg2DQW1a75JmlkSl97M82WVc2Bkpzo6WI4lQ2SwoHliNw+ejRME77JyO169nqNoWvXT+kZzmLJD3IsWhrp5zhNZcf8FGsTPzbipPdaNdbVmipbCSS6oqtbjTTtDb23OAUraqoHl4GN040aS9WKvkOcn5km+RbM1U2SaLYjTe34J5rPk+y8OYN3Y+8q/va2NZaiSu1/y2aPRx3H8s47Z8AjOiilqH4w+11HndZzcsuSyosi3DiCn+BIpWNRCJxELYqDtNJf7uUTfl9CxwQIQbmuc9cTNw/SRQrm3xc2KVvfU3nCVTSLNqSROlBEHN18wB4Q/ej1f0RmvhrksdZCEDjqIWwlYRUNhJJdaX/y2q1zv6vlN3PbCLajqfpcjIFgAMtG4qzHJimpnkvfyQA3xYMAUB/jQs7reUy0ymllwnIwTyFT5PMQ9yq2VV8rLZ6TsTr0Vx3lo0MEJBIqiv+DeGFkzZEmFXQsik1WsrxbrQCk3FMk24eEC1pn7OAdNR8a9caZeWlWM6/lJW5ORed2fazZydiqn+uSRon6gJ1zkZaNtWOmJgYBgwYQJs2bWjfvj2ZmVbyGEkk1RFb/P4VdqOVP7bpYkxHUTLpZjqeGG7repPb+5z8uxnv8T+7xvbBMm1MWcomR1wH5cGtcD3O2dQKy2bMmDG8/fbb9OnTh6tXr+Lm5qDaGRJJdcBM2TjAjdawO5zbAzjOsjElp4zaNaaWzS+F/fDRNQY7AsK8rVo2pWcVKOlGcyQCZwZcK9VrTZEN1Hhlc+zYMXQ6HX369AEgICCgnCMkkuuMCls2pVgtA14Fd3/u3RLEEb0fZ/V1OSSaXZuMJpQ1YS/MXHhaFI3C6/mPMkSzlz7aoxU6n4dShmVjomw+e6gLLK/QKayiF8JpriPpRqsAW7ZsYdiwYYSFhaEoCqtWrbLo89lnn9GkSRPc3d2JjIxk69atNo9/6tQpvL29GT58OF26dGHWrFkOlF4iqQaYzr3Yu87GGq5e0G8qMUoDcnCjf95HTMx/9tpkNGG7vl3pIpk8rRegJTu/kB8KBzHnGsKibZ2zGdiqbqn9KkJZZRiuFSGkG81uMjMz6dixI48++ih33323xf6lS5cyefJkPvvsM2688Ua+/PJLhg4dSnR0NI0aNQIgMjKS3FzLH9TatWvJz89n69atREVFUbduXW655Ra6devGoEGWqdMBcnNzzcZKLapYmJZmGVIpkVQLsgsgt+jGk54J5f1WDX1dlTL7NvXTkJhkJXV+Bbk5703aamL4tbAjWJlbAcjS55OmVeXLzc0jIy0NfW4eOUoeaRW9uRZkoC+wfr5kPcbz5aWnk5drfo50RY/O1hx1JcjQF5KmcY5CyM7PJ6OwEI1S/viZGemkpZVfmtsUw/1OVPDarSKqEYBYuXKlWVv37t3F+PHjzdpatWolXn75ZZvG3LFjhxgyZIhxe/bs2WL27Nml9n/zzTcFqpUqX/IlX/JVq1/x8fG238DLocotm7LIy8tj//79vPzyy2btgwcPZseOHaUcZU63bt24dOkSycnJ+Pn5sWXLFp588slS+7/yyis899xzxm29Xs/Vq1cJDAw0r6tuQlpaGg0bNiQ+Ph5f33JK6tYQ5DXLa66J1LbrBevXLIQgPT2dsLAwh52nWiubK1euUFhYSEhIiFl7SEgIFy9etGkMFxcXZs2aRd++fRFCMHjwYG6//fZS+7u5uVlEq/n7+9t0Ll9f31rzAzUgr7l2UNuuubZdL1hes5+fn0PHr9bKxkBJi0IIUaqVYY2hQ4cydOhQR4slkUgkEhup8mi0sggKCkKr1VpYMYmJiRbWjkQikUiqL9Va2bi6uhIZGcm6devM2tetW0evXr2qSCpL3NzcePPNN2vVYlF5zbWD2nbNte16ofKuWRHCkbFt9pORkcF///0HQOfOnfnoo48YMGAAAQEBNGrUiKVLlzJq1Ci++OILevbsyfz58/nqq684duwY4eHhVSm6RCKRSGykypXNpk2bGDBggEX76NGjWbhwIaAu6pw9ezYJCQm0a9eOOXPm0Ldv30qWVCKRSCQVpcqVjUQikUhqPtV6zkYikUgkNQOpbCQSiUTidKSykUgkEonTkcqmFOzNNL1582YiIyNxd3enadOmfPHFFxZ9li9fTps2bXBzc6NNmzasXLnSWeLbjaOvd+HChSiKYvHKybGsN1JV2HPNCQkJPPjgg0RERKDRaJg8ebLVftX5OwbHX3NN+55XrFjBoEGDCA4OxtfXl549e7JmzRqLfjXpe7blmh3yPTssy1oN4qeffhI6nU589dVXIjo6WkyaNEl4eXmJs2fPWu1/5swZ4enpKSZNmiSio6PFV199JXQ6nVi2bJmxz44dO4RWqxWzZs0Sx48fF7NmzRIuLi5i165dlXVZpeKM6/3222+Fr6+vSEhIMHtVF+y95piYGDFx4kSxaNEi0alTJzFp0iSLPtX5OxbCOddc077nSZMmiffff1/s2bNHnDx5UrzyyitCp9OJAwcOGPvUtO/Zlmt2xPcslY0V7M00/eKLL4pWrVqZtT355JPihhtuMG7fd9994pZbbjHrM2TIEPHAAw84SOqK44zr/fbbb4Wfn5/DZXUU15JNvF+/flZvvNX5OxbCOddck79nA23atBEzZswwbtfk79lAyWt2xPcs3WglMGSaHjx4sFl7WZmmd+7cadF/yJAh7Nu3j/z8/DL72Jq92lk463pBXbAbHh5OgwYNuP322zl48KDjL6ACVOSabaG6fsfgvGuGmv096/V60tPTzSr81vTv2do1w7V/z1LZlKAimaYvXrxotX9BQQFXrlwps4+t2audhbOut1WrVixcuJDffvuNJUuW4O7uzo033sipU6eccyF24Ihs4taort8xOO+aa/r3/OGHH5KZmcl9991nbKvp37O1a3bE93xdZH2uCuzNNG2tf8n2a81e7Uwcfb033HADN9xwg3H/jTfeSJcuXfjkk0/4v//7P0eJfU044/uozt8xOF6+mvw9L1myhOnTp/Prr79St655yeia+j2Xds2O+J6lsilBRTJNh4aGWu3v4uJCYGBgmX2qOnu1s663JBqNhm7dulWLJ15nZROvrt8xVF4G9ZryPS9dupRx48bxyy+/cPPNN5vtq6nfc1nXXJKKfM/SjVaCimSa7tmzp0X/tWvX0rVrV3Q6XZl9qjp7tbOutyRCCKKioqhXr55jBL8GnJVNvLp+x1B5GdRrwve8ZMkSxowZw+LFi7ntttss9tfE77m8ay5Jhb7nawovqKEYQge//vprER0dLSZPniy8vLxEbGysEEKIl19+WYwaNcrY3xAKPGXKFBEdHS2+/vpri1Dg7du3C61WK9577z1x/Phx8d5771WbcElnXO/06dPF33//LU6fPi0OHjwoHn30UeHi4iJ2795d6ddnDXuvWQghDh48KA4ePCgiIyPFgw8+KA4ePCiOHTtm3F+dv2MhnHPNNe17Xrx4sXBxcRHz5s0zC/FNSUkx9qlp37Mt1+yI71kqm1KYN2+eCA8PF66urqJLly5i8+bNxn2jR48W/fr1M+u/adMm0blzZ+Hq6ioaN24sPv/8c4sxf/nlFxERESF0Op1o1aqVWL58ubMvw2Ycfb2TJ08WjRo1Eq6uriI4OFgMHjxY7NixozIuxWbsvWbA4hUeHm7Wpzp/x0I4/ppr2vfcr18/q9c8evRoszFr0vdsyzU74nuWWZ8lEolE4nTknI1EIpFInI5UNhKJRCJxOlLZSCQSicTpSGUjkUgkEqcjlY1EIpFInI5UNhKJRCJxOlLZSCQSicTpSGUjkUgkEqcjlY1EIpFInI5UNhJJLeKuu+6iTp063HPPPVUtiqSWIZWNRFKLmDhxIt99911ViyGphUhlI5E4maSkJOrWrUtsbGxVi8KAAQPw8fGxaL/nnnv46KOPqkAiSW1BKhuJxMm8++67DBs2jMaNG1e1KKUybdo03nnnHdLS0qpaFEkNRVbqlEicSHZ2Nl9//TWrV6+ulPNFRkaSm5tr0b527VrCwsJKPa5Dhw40btyYH3/8kaeeesqZIkpqKdKykUhsJDMzk0ceeQRvb2/q1avHhx9+SP/+/Zk8eXKpx/z111+4uLjQs2dPY1v//v2ZOHEiL774IgEBAYSGhjJ9+nSz4/r378+zzz7L5MmTqVOnDiEhIcyfP5/MzEweffRRfHx8aNasGX/99ZfZcfv37+fo0aMWr7IUjYHhw4ezZMkSuz4TicRWpLKRSGxk6tSpbNy4kZUrV7J27Vo2bdrE/v37yzxmy5YtdO3a1aJ90aJFeHl5sXv3bmbPns3MmTMtSvkuWrSIoKAg9uzZw7PPPstTTz3FvffeS69evThw4ABDhgxh1KhRZGVlOeT6unfvzp49e6xaRhLJNXNt9eAkktpBenq6cHV1FT/99JOxLSkpSXh4eIhJkyaVetwdd9whxo4da9bWr18/0bt3b7O2bt26iZdeeqnUPgUFBcLLy8usnG9CQoIAxM6dO22+jsGDB4ugoCDh4eEh6tevL/bs2WPcd+jQIQEYywdLJI5EztlIJDZw+vRp8vLyzNxhAQEBRERElHlcdnY27u7uFu0dOnQw265Xrx6JiYml9tFqtQQGBtK+fXtjW0hICIDFcWWxZs2aUvd5eHgAOMxSkkhMkW40icQGRAWrpwcFBZGcnGzRrtPpzLYVRUGv15fbx7RNURQAi+MqytWrVwEIDg52yHgSiSlS2UgkNtC8eXN0Oh27du0ytiUnJ3Py5Mkyj+vcuTPR0dHOFs8hHD16lAYNGhAUFFTVokhqIFLZSCQ24O3tzbhx45g6dSrr16/n6NGjjBkzBo2m7H+hIUOGcOzYMavWTXVj69atDB48uKrFkNRQ5JyNRGIjH3zwARkZGQwfPhwfHx+ef/55UlNTyzymffv2dO3alZ9//pknn3yykiS1n5ycHFauXFnmnI5Eci0ooqLOaIlEQv/+/enUqRNz584ttc/q1at54YUXOHr0aLmWUFUxb948fv31V9auXVvVokhqKNKykUiczK233sqpU6c4f/48DRs2rGpxrKLT6fjkk0+qWgxJDUYqG4mkEpg0aVJVi1AmTzzxRFWLIKnhSDeaRCKRSJxO9XQgSyQSiaRGIZWNRCKRSJyOVDYSiUQicTpS2UgkEonE6UhlI5FIJBKnI5WNRCKRSJyOVDYSiUQicTpS2UgkEonE6UhlI5FIJBKnI5WNRCKRSJyOVDYSiUQicTpS2UgkEonE6fw/bLzkXbluVp0AAAAASUVORK5CYII=\n",
+ "text/plain": [
+ "<Figure size 400x300 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.figure(figsize=(4,3))\n",
+ "plt.plot(az_unpump['q'], az_unpump.mean('bin_delay'), label='unpumped')\n",
+ "plt.plot(az_pump['q'], az_pump.sel({'bin_delay': slice(1., 5.)}).mean('bin_delay'),\n",
+ " label='pumped (1-5ps)')\n",
+ "plt.ylim([1e-6, None])\n",
+ "plt.semilogy()\n",
+ "plt.legend()\n",
+ "plt.xlabel('q (nm$^{-1}$)')\n",
+ "plt.ylabel('Intensity (arb. units)')\n",
+ "plt.title(f'proposal: {proposal} run: {runNB} dark: {darkrunNB}')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.0, 'proposal: 70003 run: 4 dark: 5')"
+ ]
+ },
+ "execution_count": 17,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 400x300 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "v = 0.0005\n",
+ "plt.figure(figsize=(4,3))\n",
+ "im = plt.pcolormesh(az_pump['q'], az_pump['bin_delay'],\n",
+ " az_pump-az_unpump,\n",
+ " vmin=-v, vmax=v, cmap='RdBu_r'\n",
+ " )\n",
+ "qlow = 0.035\n",
+ "qhigh = 0.05\n",
+ "plt.axvline(qlow, ls='--', c='k', alpha=0.2)\n",
+ "plt.axvline(qhigh, ls='--', c='k', alpha=0.2)\n",
+ "\n",
+ "plt.colorbar(label='intensity (arb. units)')\n",
+ "plt.xlabel('q (nm$^{-1}$)')\n",
+ "plt.ylabel('delay (ps)')\n",
+ "plt.title(f'proposal: {proposal} run: {runNB} dark: {darkrunNB}')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "pump_signal = az_pump.sel({'q': slice(qlow, qhigh)}).mean('q')\n",
+ "unpump_signal = az_unpump.sel({'q': slice(qlow, qhigh)}).mean('q')\n",
+ "\n",
+ "pump_signal_pret0 = pump_signal.sel({'bin_delay': slice(-4, -2)}).mean('bin_delay')\n",
+ "unpump_signal_pret0 = unpump_signal.sel({'bin_delay': slice(-4, -2)}).mean('bin_delay')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0.5, 1.0, 'proposal: 70003 run: 4 dark: 5')"
+ ]
+ },
+ "execution_count": 19,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 400x300 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.figure(figsize=(4,3))\n",
+ "plt.plot(az_pump['bin_delay'], pump_signal/pump_signal_pret0, label='pumped')\n",
+ "plt.plot(az_unpump['bin_delay'], unpump_signal/unpump_signal_pret0, label='unpumped')\n",
+ "plt.legend()\n",
+ "plt.axvline(0, ls='--', c='k', alpha=0.5)\n",
+ "plt.xlabel('delay (ps)')\n",
+ "plt.ylabel('normalized intensity (arb. units)')\n",
+ "plt.title(f'Run {runNB}')\n",
+ "plt.xlim([-2, 8])\n",
+ "plt.title(f'proposal: {proposal} run: {runNB} dark: {darkrunNB}')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "xfel (202301)",
+ "language": "python",
+ "name": "xfel-202301"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.16"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/doc/Dask DSSC module binning.ipynb b/doc/Dask DSSC module binning.ipynb
index 44d319ee112994752712d72bf9cad244da8ff9f6..7240e255e8e0ac8408bdf7c3f68fb9247240482a 100644
--- a/doc/Dask DSSC module binning.ipynb
+++ b/doc/Dask DSSC module binning.ipynb
@@ -22,7 +22,7 @@
"import dask\n",
"print(f'dask: {dask.__version__}')\n",
"import dask.array as da\n",
- "da.config.set({'array.chunk-size': '512MiB'})\n",
+ "dask.config.set({'array.chunk-size': '512MiB'})\n",
"\n",
"import xarray as xr"
]
diff --git a/doc/HRIXS.ipynb b/doc/HRIXS.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..e6f31903f9fdc073723dda50d40003c5d68bc483
--- /dev/null
+++ b/doc/HRIXS.ipynb
@@ -0,0 +1,1689 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "92e37c86-808e-4e58-97ad-257bf3daa38e",
+ "metadata": {},
+ "source": [
+ "# Analyzing HRIXS data\n",
+ "\n",
+ "HRIXS spectra are, at the base, one dimensional spectra. They are recorded on a 2 D camera. The complication is that due to abberations, the spectra do not show up as straight lines on the camera, but are curved. These abberations need to be corrected for data analyis.\n",
+ "\n",
+ "We start with importing all necessary:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "a5e27108-36d6-46c4-81b1-52c49899bb12",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import xarray as xa\n",
+ "\n",
+ "import matplotlib.pyplot as plt\n",
+ "%matplotlib inline\n",
+ "\n",
+ "%load_ext autoreload\n",
+ "%autoreload 2\n",
+ "from toolbox_scs.detectors.hrixs import hRIXS"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "cdcc96dd-e5c2-414e-9fd0-dde9673fdced",
+ "metadata": {
+ "tags": []
+ },
+ "source": [
+ "## Setting the stage\n",
+ "\n",
+ "we start by creating an hRIXS object. It contains all the gory details about the experiment, but no data.\n",
+ "\n",
+ "All those parameters need to be carefully calibrated whenever the spectrometer is moved, usually at the beginning of a beamtime."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "7b1423ae-c5ed-4371-adb7-76e9599ea472",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "h = hRIXS()\n",
+ "h.PROPOSAL = 3154 # the current proposal number\n",
+ "h.Y_RANGE = slice(700, 900) # the range of the camera the data is in. Y is the \"energy\" axis\n",
+ "h.CURVE_B = -3.695346575286939e-07 # the curvature as determined elsewhere (see later)\n",
+ "h.CURVE_A = 0.024084479232443695\n",
+ "h.ENERGY_SLOPE = 0.018387 # the energy calibration\n",
+ "h.ENERGY_INTERCEPT = 498.27\n",
+ "h.STD_THRESHOLD = 3.5 # threshold above which a peak is considered a peak, in standard deviations above noise level"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "40fcf3e2-45ee-4a15-82cc-ad3b6099a243",
+ "metadata": {},
+ "source": [
+ "## reading the data\n",
+ "\n",
+ "now we can read the data. There are two different ways to analyze the data: for low intensities, we can do single photon counting, for high intensities as simple integration is better. No matter which method, all data is read into an xarray DataSet, and further treated therein.\n",
+ "\n",
+ "### Centroiding\n",
+ "\n",
+ "The centroiding algorithm then finds single photons, creates as spectrum and adds that to the DataSet. The parameters for the centroiding only need to be set once."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "5980dc4c-0c23-4f3e-aa3b-9c7a09f6b397",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (energy: 500, trainId: 6, x: 2048, y: 2048)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1531618246 1531618389 ... 1531618962\n",
+ " * energy (energy) float64 511.1 511.1 511.2 511.2 ... 514.8 514.8 514.8\n",
+ "Dimensions without coordinates: x, y\n",
+ "Data variables:\n",
+ " hRIXS_det (trainId, x, y) uint16 595 561 595 588 603 ... 625 645 630 635\n",
+ " hRIXS_index (trainId) int32 6 6 6 6 6 6\n",
+ " hRIXS_delay (trainId) float32 0.15 0.15 0.15 0.15 0.15 0.15\n",
+ " hRIXS_norm (trainId) float32 7.0124035 7.4794917 ... 5.220501 4.259891\n",
+ " spectrum (trainId, energy) float64 0.0 0.0 0.0 1.0 ... 0.0 0.0 0.0 0.0\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p003154/raw/r0002</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-b9103d79-98c7-4a30-8e99-b93148c8d2f7' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b9103d79-98c7-4a30-8e99-b93148c8d2f7' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>energy</span>: 500</li><li><span class='xr-has-index'>trainId</span>: 6</li><li><span>x</span>: 2048</li><li><span>y</span>: 2048</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-75207f68-2439-49c0-80da-68cd534e24d4' class='xr-section-summary-in' type='checkbox' checked><label for='section-75207f68-2439-49c0-80da-68cd534e24d4' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>1531618246 ... 1531618962</div><input id='attrs-1358d9b3-7d90-48be-aeb9-4cc8bd14a417' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1358d9b3-7d90-48be-aeb9-4cc8bd14a417' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e80f487-f862-4efd-915e-39746c6fb53e' class='xr-var-data-in' type='checkbox'><label for='data-5e80f487-f862-4efd-915e-39746c6fb53e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1531618246, 1531618389, 1531618533, 1531618676, 1531618819, 1531618962],\n",
+ " dtype=uint64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>energy</span></div><div class='xr-var-dims'>(energy)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>511.1 511.1 511.2 ... 514.8 514.8</div><input id='attrs-9d97e66b-6f36-4e45-9433-57e28939c2f9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9d97e66b-6f36-4e45-9433-57e28939c2f9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ea5f1193-5ecd-4b90-b719-d4a68e1e7091' class='xr-var-data-in' type='checkbox'><label for='data-ea5f1193-5ecd-4b90-b719-d4a68e1e7091' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([511.1409 , 511.14827 , 511.155639, ..., 514.803561, 514.81093 ,\n",
+ " 514.8183 ])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6ab4b0a2-1448-4da6-8265-d65242ff6d7e' class='xr-section-summary-in' type='checkbox' checked><label for='section-6ab4b0a2-1448-4da6-8265-d65242ff6d7e' class='xr-section-summary' >Data variables: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>hRIXS_det</span></div><div class='xr-var-dims'>(trainId, x, y)</div><div class='xr-var-dtype'>uint16</div><div class='xr-var-preview xr-preview'>595 561 595 588 ... 625 645 630 635</div><input id='attrs-d4e7c6f7-0588-4629-9304-e6a269e03204' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d4e7c6f7-0588-4629-9304-e6a269e03204' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0fed23ba-3cdc-4b5d-ba76-825e2af01e91' class='xr-var-data-in' type='checkbox'><label for='data-0fed23ba-3cdc-4b5d-ba76-825e2af01e91' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[595, 561, 595, ..., 728, 710, 706],\n",
+ " [686, 623, 704, ..., 665, 654, 639],\n",
+ " [616, 584, 622, ..., 646, 639, 638],\n",
+ " ...,\n",
+ " [597, 549, 602, ..., 644, 633, 630],\n",
+ " [623, 556, 585, ..., 610, 628, 630],\n",
+ " [616, 540, 586, ..., 646, 615, 650]],\n",
+ "\n",
+ " [[601, 542, 595, ..., 713, 742, 687],\n",
+ " [682, 646, 691, ..., 633, 653, 652],\n",
+ " [620, 583, 629, ..., 624, 650, 641],\n",
+ " ...,\n",
+ " [613, 567, 592, ..., 622, 629, 625],\n",
+ " [615, 556, 589, ..., 637, 619, 632],\n",
+ " [599, 558, 605, ..., 633, 650, 625]],\n",
+ "\n",
+ " [[597, 552, 577, ..., 720, 724, 708],\n",
+ " [716, 627, 693, ..., 618, 640, 647],\n",
+ " [624, 589, 606, ..., 635, 646, 642],\n",
+ " ...,\n",
+ "...\n",
+ " ...,\n",
+ " [607, 545, 582, ..., 614, 633, 636],\n",
+ " [627, 568, 577, ..., 631, 645, 640],\n",
+ " [608, 558, 591, ..., 646, 633, 641]],\n",
+ "\n",
+ " [[617, 548, 594, ..., 725, 732, 700],\n",
+ " [720, 647, 685, ..., 649, 629, 653],\n",
+ " [633, 592, 606, ..., 648, 633, 650],\n",
+ " ...,\n",
+ " [614, 562, 561, ..., 632, 637, 625],\n",
+ " [620, 563, 597, ..., 637, 637, 631],\n",
+ " [595, 539, 586, ..., 639, 645, 619]],\n",
+ "\n",
+ " [[628, 549, 604, ..., 735, 715, 722],\n",
+ " [712, 634, 676, ..., 649, 655, 668],\n",
+ " [604, 586, 600, ..., 622, 645, 630],\n",
+ " ...,\n",
+ " [615, 554, 597, ..., 625, 637, 636],\n",
+ " [608, 556, 577, ..., 644, 624, 619],\n",
+ " [607, 567, 575, ..., 645, 630, 635]]], dtype=uint16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hRIXS_index</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>6 6 6 6 6 6</div><input id='attrs-b478a069-b0f1-47dd-baa4-a9c594c14f22' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b478a069-b0f1-47dd-baa4-a9c594c14f22' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-81404939-867c-41a5-82fc-a98bd922300d' class='xr-var-data-in' type='checkbox'><label for='data-81404939-867c-41a5-82fc-a98bd922300d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6, 6, 6, 6, 6, 6], dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hRIXS_delay</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.15 0.15 0.15 0.15 0.15 0.15</div><input id='attrs-fc1e271b-a26d-4810-af56-407b96e819b3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fc1e271b-a26d-4810-af56-407b96e819b3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4b846a5-04c3-4a9c-9726-84d3e503171c' class='xr-var-data-in' type='checkbox'><label for='data-f4b846a5-04c3-4a9c-9726-84d3e503171c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.15, 0.15, 0.15, 0.15, 0.15, 0.15], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hRIXS_norm</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>7.0124035 7.4794917 ... 4.259891</div><input id='attrs-3f24f25b-fc94-49c3-80ef-061513d71ffd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3f24f25b-fc94-49c3-80ef-061513d71ffd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fc180515-2adb-4f22-ac19-76277064445a' class='xr-var-data-in' type='checkbox'><label for='data-fc180515-2adb-4f22-ac19-76277064445a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([7.0124035, 7.4794917, 6.268197 , 7.865573 , 5.220501 , 4.259891 ],\n",
+ " dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spectrum</span></div><div class='xr-var-dims'>(trainId, energy)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 1.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-17cae4c9-f44d-48a7-8cbf-b9766248edfc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-17cae4c9-f44d-48a7-8cbf-b9766248edfc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fbc07ef4-394a-4192-b701-c7c3b4a3543c' class='xr-var-data-in' type='checkbox'><label for='data-fbc07ef4-394a-4192-b701-c7c3b4a3543c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+ " [0., 0., 0., ..., 0., 0., 0.],\n",
+ " [0., 0., 0., ..., 0., 0., 0.],\n",
+ " [0., 0., 0., ..., 0., 0., 0.],\n",
+ " [0., 0., 0., ..., 0., 0., 0.],\n",
+ " [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-afecb45d-cd24-48e0-9ce6-d9e1b92ef6c0' class='xr-section-summary-in' type='checkbox' checked><label for='section-afecb45d-cd24-48e0-9ce6-d9e1b92ef6c0' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202202/p003154/raw/r0002</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (energy: 500, trainId: 6, x: 2048, y: 2048)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1531618246 1531618389 ... 1531618962\n",
+ " * energy (energy) float64 511.1 511.1 511.2 511.2 ... 514.8 514.8 514.8\n",
+ "Dimensions without coordinates: x, y\n",
+ "Data variables:\n",
+ " hRIXS_det (trainId, x, y) uint16 595 561 595 588 603 ... 625 645 630 635\n",
+ " hRIXS_index (trainId) int32 6 6 6 6 6 6\n",
+ " hRIXS_delay (trainId) float32 0.15 0.15 0.15 0.15 0.15 0.15\n",
+ " hRIXS_norm (trainId) float32 7.0124035 7.4794917 ... 5.220501 4.259891\n",
+ " spectrum (trainId, energy) float64 0.0 0.0 0.0 1.0 ... 0.0 0.0 0.0 0.0\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p003154/raw/r0002"
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data = h.from_run(2) # just load run No 2\n",
+ "\n",
+ "h.BINS = 500 # number of bins to centroid into\n",
+ "\n",
+ "h.centroid(data)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "61d1b3b1-0839-4b77-993c-0edcd9921810",
+ "metadata": {},
+ "source": [
+ "### Integration\n",
+ "\n",
+ "for higher intensities, when single photons are not visible anymore, we just integrate over pixels with the same energy."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "4d12b045-4d1a-40a1-87b6-015aceaf741c",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (energy: 180, trainId: 6, x: 2048, y: 2048)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1531618246 1531618389 ... 1531618962\n",
+ " * energy (energy) float64 511.3 511.3 511.4 511.4 ... 514.6 514.6 514.6\n",
+ "Dimensions without coordinates: x, y\n",
+ "Data variables:\n",
+ " hRIXS_det (trainId, x, y) uint16 595 561 595 588 603 ... 625 645 630 635\n",
+ " hRIXS_index (trainId) int32 6 6 6 6 6 6\n",
+ " hRIXS_delay (trainId) float32 0.15 0.15 0.15 0.15 0.15 0.15\n",
+ " hRIXS_norm (trainId) float32 7.0124035 7.4794917 ... 5.220501 4.259891\n",
+ " spectrum (trainId, energy) float64 637.9 638.8 638.6 ... 640.0 639.3\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p003154/raw/r0002</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-2f9abe4f-6ef8-42af-88fe-e4cbb1b49efe' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-2f9abe4f-6ef8-42af-88fe-e4cbb1b49efe' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>energy</span>: 180</li><li><span class='xr-has-index'>trainId</span>: 6</li><li><span>x</span>: 2048</li><li><span>y</span>: 2048</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-d1c70a2a-e919-4644-91f9-0af9599b88ac' class='xr-section-summary-in' type='checkbox' checked><label for='section-d1c70a2a-e919-4644-91f9-0af9599b88ac' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>1531618246 ... 1531618962</div><input id='attrs-a07abfd2-9ede-45b0-abd9-082928bd21ae' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a07abfd2-9ede-45b0-abd9-082928bd21ae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6ff73d2a-7cf2-45e2-9541-3ef657b938b7' class='xr-var-data-in' type='checkbox'><label for='data-6ff73d2a-7cf2-45e2-9541-3ef657b938b7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1531618246, 1531618389, 1531618533, 1531618676, 1531618819, 1531618962],\n",
+ " dtype=uint64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>energy</span></div><div class='xr-var-dims'>(energy)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>511.3 511.3 511.4 ... 514.6 514.6</div><input id='attrs-bc1b4963-3c5f-45f0-9045-286fc7d1172e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bc1b4963-3c5f-45f0-9045-286fc7d1172e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-21ce01c5-c3b6-46f3-a433-c8e99f7ddf02' class='xr-var-data-in' type='checkbox'><label for='data-21ce01c5-c3b6-46f3-a433-c8e99f7ddf02' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([511.32477 , 511.343157, 511.361544, 511.379931, 511.398318, 511.416705,\n",
+ " 511.435092, 511.453479, 511.471866, 511.490253, 511.50864 , 511.527027,\n",
+ " 511.545414, 511.563801, 511.582188, 511.600575, 511.618962, 511.637349,\n",
+ " 511.655736, 511.674123, 511.69251 , 511.710897, 511.729284, 511.747671,\n",
+ " 511.766058, 511.784445, 511.802832, 511.821219, 511.839606, 511.857993,\n",
+ " 511.87638 , 511.894767, 511.913154, 511.931541, 511.949928, 511.968315,\n",
+ " 511.986702, 512.005089, 512.023476, 512.041863, 512.06025 , 512.078637,\n",
+ " 512.097024, 512.115411, 512.133798, 512.152185, 512.170572, 512.188959,\n",
+ " 512.207346, 512.225733, 512.24412 , 512.262507, 512.280894, 512.299281,\n",
+ " 512.317668, 512.336055, 512.354442, 512.372829, 512.391216, 512.409603,\n",
+ " 512.42799 , 512.446377, 512.464764, 512.483151, 512.501538, 512.519925,\n",
+ " 512.538312, 512.556699, 512.575086, 512.593473, 512.61186 , 512.630247,\n",
+ " 512.648634, 512.667021, 512.685408, 512.703795, 512.722182, 512.740569,\n",
+ " 512.758956, 512.777343, 512.79573 , 512.814117, 512.832504, 512.850891,\n",
+ " 512.869278, 512.887665, 512.906052, 512.924439, 512.942826, 512.961213,\n",
+ " 512.9796 , 512.997987, 513.016374, 513.034761, 513.053148, 513.071535,\n",
+ " 513.089922, 513.108309, 513.126696, 513.145083, 513.16347 , 513.181857,\n",
+ " 513.200244, 513.218631, 513.237018, 513.255405, 513.273792, 513.292179,\n",
+ " 513.310566, 513.328953, 513.34734 , 513.365727, 513.384114, 513.402501,\n",
+ " 513.420888, 513.439275, 513.457662, 513.476049, 513.494436, 513.512823,\n",
+ " 513.53121 , 513.549597, 513.567984, 513.586371, 513.604758, 513.623145,\n",
+ " 513.641532, 513.659919, 513.678306, 513.696693, 513.71508 , 513.733467,\n",
+ " 513.751854, 513.770241, 513.788628, 513.807015, 513.825402, 513.843789,\n",
+ " 513.862176, 513.880563, 513.89895 , 513.917337, 513.935724, 513.954111,\n",
+ " 513.972498, 513.990885, 514.009272, 514.027659, 514.046046, 514.064433,\n",
+ " 514.08282 , 514.101207, 514.119594, 514.137981, 514.156368, 514.174755,\n",
+ " 514.193142, 514.211529, 514.229916, 514.248303, 514.26669 , 514.285077,\n",
+ " 514.303464, 514.321851, 514.340238, 514.358625, 514.377012, 514.395399,\n",
+ " 514.413786, 514.432173, 514.45056 , 514.468947, 514.487334, 514.505721,\n",
+ " 514.524108, 514.542495, 514.560882, 514.579269, 514.597656, 514.616043])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-71a7eb27-a9f0-418e-8999-3fc2a0ca851c' class='xr-section-summary-in' type='checkbox' checked><label for='section-71a7eb27-a9f0-418e-8999-3fc2a0ca851c' class='xr-section-summary' >Data variables: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>hRIXS_det</span></div><div class='xr-var-dims'>(trainId, x, y)</div><div class='xr-var-dtype'>uint16</div><div class='xr-var-preview xr-preview'>595 561 595 588 ... 625 645 630 635</div><input id='attrs-09100e01-03f9-4f48-9a88-eb85029505b1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-09100e01-03f9-4f48-9a88-eb85029505b1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4706635f-ef52-4679-b997-468be060d358' class='xr-var-data-in' type='checkbox'><label for='data-4706635f-ef52-4679-b997-468be060d358' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[595, 561, 595, ..., 728, 710, 706],\n",
+ " [686, 623, 704, ..., 665, 654, 639],\n",
+ " [616, 584, 622, ..., 646, 639, 638],\n",
+ " ...,\n",
+ " [597, 549, 602, ..., 644, 633, 630],\n",
+ " [623, 556, 585, ..., 610, 628, 630],\n",
+ " [616, 540, 586, ..., 646, 615, 650]],\n",
+ "\n",
+ " [[601, 542, 595, ..., 713, 742, 687],\n",
+ " [682, 646, 691, ..., 633, 653, 652],\n",
+ " [620, 583, 629, ..., 624, 650, 641],\n",
+ " ...,\n",
+ " [613, 567, 592, ..., 622, 629, 625],\n",
+ " [615, 556, 589, ..., 637, 619, 632],\n",
+ " [599, 558, 605, ..., 633, 650, 625]],\n",
+ "\n",
+ " [[597, 552, 577, ..., 720, 724, 708],\n",
+ " [716, 627, 693, ..., 618, 640, 647],\n",
+ " [624, 589, 606, ..., 635, 646, 642],\n",
+ " ...,\n",
+ "...\n",
+ " ...,\n",
+ " [607, 545, 582, ..., 614, 633, 636],\n",
+ " [627, 568, 577, ..., 631, 645, 640],\n",
+ " [608, 558, 591, ..., 646, 633, 641]],\n",
+ "\n",
+ " [[617, 548, 594, ..., 725, 732, 700],\n",
+ " [720, 647, 685, ..., 649, 629, 653],\n",
+ " [633, 592, 606, ..., 648, 633, 650],\n",
+ " ...,\n",
+ " [614, 562, 561, ..., 632, 637, 625],\n",
+ " [620, 563, 597, ..., 637, 637, 631],\n",
+ " [595, 539, 586, ..., 639, 645, 619]],\n",
+ "\n",
+ " [[628, 549, 604, ..., 735, 715, 722],\n",
+ " [712, 634, 676, ..., 649, 655, 668],\n",
+ " [604, 586, 600, ..., 622, 645, 630],\n",
+ " ...,\n",
+ " [615, 554, 597, ..., 625, 637, 636],\n",
+ " [608, 556, 577, ..., 644, 624, 619],\n",
+ " [607, 567, 575, ..., 645, 630, 635]]], dtype=uint16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hRIXS_index</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>6 6 6 6 6 6</div><input id='attrs-91fdfa53-92ce-46eb-92fb-69b1e382e985' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-91fdfa53-92ce-46eb-92fb-69b1e382e985' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9aa5826a-efcc-48b6-b478-9c3ee437d5bc' class='xr-var-data-in' type='checkbox'><label for='data-9aa5826a-efcc-48b6-b478-9c3ee437d5bc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6, 6, 6, 6, 6, 6], dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hRIXS_delay</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.15 0.15 0.15 0.15 0.15 0.15</div><input id='attrs-05099e04-5d06-42d0-ad2d-f02d7b715bab' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-05099e04-5d06-42d0-ad2d-f02d7b715bab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-32dae147-b5b9-4168-a0b6-fc71de44a074' class='xr-var-data-in' type='checkbox'><label for='data-32dae147-b5b9-4168-a0b6-fc71de44a074' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.15, 0.15, 0.15, 0.15, 0.15, 0.15], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hRIXS_norm</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>7.0124035 7.4794917 ... 4.259891</div><input id='attrs-72aaf9e8-722f-46d5-a216-0994023eced9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-72aaf9e8-722f-46d5-a216-0994023eced9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ab4863c7-5c96-46f6-9380-589966ef973b' class='xr-var-data-in' type='checkbox'><label for='data-ab4863c7-5c96-46f6-9380-589966ef973b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([7.0124035, 7.4794917, 6.268197 , 7.865573 , 5.220501 , 4.259891 ],\n",
+ " dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spectrum</span></div><div class='xr-var-dims'>(trainId, energy)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>637.9 638.8 638.6 ... 640.0 639.3</div><input id='attrs-d90426ae-f739-4602-93c0-77c34579327b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d90426ae-f739-4602-93c0-77c34579327b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d63668b1-ab09-49bc-b0f3-3a31d793c800' class='xr-var-data-in' type='checkbox'><label for='data-d63668b1-ab09-49bc-b0f3-3a31d793c800' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[637.94752893, 638.79049542, 638.58968001, ..., 638.04656365,\n",
+ " 638.42933004, 638.79161647],\n",
+ " [638.62429325, 638.57901241, 638.42418185, ..., 637.79115906,\n",
+ " 638.74806385, 639.28137786],\n",
+ " [638.29826953, 638.42261666, 638.272642 , ..., 638.53740214,\n",
+ " 638.37720303, 639.02509478],\n",
+ " [638.99940487, 638.91825579, 638.84920975, ..., 639.00820865,\n",
+ " 639.11737212, 638.81298841],\n",
+ " [638.37130646, 638.27148812, 638.3679324 , ..., 638.65410763,\n",
+ " 638.87997339, 638.91133286],\n",
+ " [639.39048973, 639.2276897 , 639.12638728, ..., 639.76092019,\n",
+ " 639.95871205, 639.25183164]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-02ac5d6e-98aa-46ad-bc8a-6dc6f4cdaf8f' class='xr-section-summary-in' type='checkbox' checked><label for='section-02ac5d6e-98aa-46ad-bc8a-6dc6f4cdaf8f' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202202/p003154/raw/r0002</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (energy: 180, trainId: 6, x: 2048, y: 2048)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1531618246 1531618389 ... 1531618962\n",
+ " * energy (energy) float64 511.3 511.3 511.4 511.4 ... 514.6 514.6 514.6\n",
+ "Dimensions without coordinates: x, y\n",
+ "Data variables:\n",
+ " hRIXS_det (trainId, x, y) uint16 595 561 595 588 603 ... 625 645 630 635\n",
+ " hRIXS_index (trainId) int32 6 6 6 6 6 6\n",
+ " hRIXS_delay (trainId) float32 0.15 0.15 0.15 0.15 0.15 0.15\n",
+ " hRIXS_norm (trainId) float32 7.0124035 7.4794917 ... 5.220501 4.259891\n",
+ " spectrum (trainId, energy) float64 637.9 638.8 638.6 ... 640.0 639.3\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p003154/raw/r0002"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data = h.from_run(2) # just load run No 2\n",
+ "h.integrate(data)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6c06323e-2196-4464-8f33-0378df6534e1",
+ "metadata": {},
+ "source": [
+ "## Plotting\n",
+ "\n",
+ "we employ xarray also for plotting. As a first example, we just integrate over all trains in a run, thus ignoring any possible delay or energy scan."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "d5950652-b445-4823-8dfa-31ae4b59206b",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[<matplotlib.lines.Line2D at 0x2af499cc1390>]"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "agg = h.aggregate(data) # sum spectra for all trains\n",
+ "agg.spectrum.plot()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "942e2024-1986-4b06-9c85-f1c73e11719d",
+ "metadata": {},
+ "source": [
+ "## Delay scans\n",
+ "\n",
+ "we make full use of xarray to select for parameters we scan over, in this example a pump-probe dela. \"hRIXS_index\" is an index into the table of delays, as it is an integer it makes it easier to group the data. Ideally, this index should also be used for all other types of scans, like energy scans, this is why the nameOne may then reduce the data, summing all corresponding images."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "06029941-feff-481b-8be7-90ff855274b8",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (energy: 180, hRIXS_index: 1, x: 2048, y: 2048)\n",
+ "Coordinates:\n",
+ " * energy (energy) float64 511.3 511.3 511.4 511.4 ... 514.6 514.6 514.6\n",
+ " * hRIXS_index (hRIXS_index) int64 6\n",
+ "Dimensions without coordinates: x, y\n",
+ "Data variables:\n",
+ " hRIXS_det (hRIXS_index, x, y) uint64 3623 3320 3557 ... 3844 3816 3800\n",
+ " hRIXS_delay (hRIXS_index) float32 0.14999999\n",
+ " hRIXS_norm (hRIXS_index) float32 38.10606\n",
+ " spectrum (hRIXS_index, energy) float64 3.832e+03 3.832e+03 ... 3.834e+03</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-5bce9872-d5a4-42bb-83cd-606cf86e01ec' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5bce9872-d5a4-42bb-83cd-606cf86e01ec' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>energy</span>: 180</li><li><span class='xr-has-index'>hRIXS_index</span>: 1</li><li><span>x</span>: 2048</li><li><span>y</span>: 2048</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-a0068ea7-9062-4b09-9e42-e0b4beb5bf68' class='xr-section-summary-in' type='checkbox' checked><label for='section-a0068ea7-9062-4b09-9e42-e0b4beb5bf68' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>energy</span></div><div class='xr-var-dims'>(energy)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>511.3 511.3 511.4 ... 514.6 514.6</div><input id='attrs-c66be8bd-52a1-42b0-8611-f562c2b14bf9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c66be8bd-52a1-42b0-8611-f562c2b14bf9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1667708e-6ec0-4f7f-b313-9858be0a0775' class='xr-var-data-in' type='checkbox'><label for='data-1667708e-6ec0-4f7f-b313-9858be0a0775' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([511.32477 , 511.343157, 511.361544, 511.379931, 511.398318, 511.416705,\n",
+ " 511.435092, 511.453479, 511.471866, 511.490253, 511.50864 , 511.527027,\n",
+ " 511.545414, 511.563801, 511.582188, 511.600575, 511.618962, 511.637349,\n",
+ " 511.655736, 511.674123, 511.69251 , 511.710897, 511.729284, 511.747671,\n",
+ " 511.766058, 511.784445, 511.802832, 511.821219, 511.839606, 511.857993,\n",
+ " 511.87638 , 511.894767, 511.913154, 511.931541, 511.949928, 511.968315,\n",
+ " 511.986702, 512.005089, 512.023476, 512.041863, 512.06025 , 512.078637,\n",
+ " 512.097024, 512.115411, 512.133798, 512.152185, 512.170572, 512.188959,\n",
+ " 512.207346, 512.225733, 512.24412 , 512.262507, 512.280894, 512.299281,\n",
+ " 512.317668, 512.336055, 512.354442, 512.372829, 512.391216, 512.409603,\n",
+ " 512.42799 , 512.446377, 512.464764, 512.483151, 512.501538, 512.519925,\n",
+ " 512.538312, 512.556699, 512.575086, 512.593473, 512.61186 , 512.630247,\n",
+ " 512.648634, 512.667021, 512.685408, 512.703795, 512.722182, 512.740569,\n",
+ " 512.758956, 512.777343, 512.79573 , 512.814117, 512.832504, 512.850891,\n",
+ " 512.869278, 512.887665, 512.906052, 512.924439, 512.942826, 512.961213,\n",
+ " 512.9796 , 512.997987, 513.016374, 513.034761, 513.053148, 513.071535,\n",
+ " 513.089922, 513.108309, 513.126696, 513.145083, 513.16347 , 513.181857,\n",
+ " 513.200244, 513.218631, 513.237018, 513.255405, 513.273792, 513.292179,\n",
+ " 513.310566, 513.328953, 513.34734 , 513.365727, 513.384114, 513.402501,\n",
+ " 513.420888, 513.439275, 513.457662, 513.476049, 513.494436, 513.512823,\n",
+ " 513.53121 , 513.549597, 513.567984, 513.586371, 513.604758, 513.623145,\n",
+ " 513.641532, 513.659919, 513.678306, 513.696693, 513.71508 , 513.733467,\n",
+ " 513.751854, 513.770241, 513.788628, 513.807015, 513.825402, 513.843789,\n",
+ " 513.862176, 513.880563, 513.89895 , 513.917337, 513.935724, 513.954111,\n",
+ " 513.972498, 513.990885, 514.009272, 514.027659, 514.046046, 514.064433,\n",
+ " 514.08282 , 514.101207, 514.119594, 514.137981, 514.156368, 514.174755,\n",
+ " 514.193142, 514.211529, 514.229916, 514.248303, 514.26669 , 514.285077,\n",
+ " 514.303464, 514.321851, 514.340238, 514.358625, 514.377012, 514.395399,\n",
+ " 514.413786, 514.432173, 514.45056 , 514.468947, 514.487334, 514.505721,\n",
+ " 514.524108, 514.542495, 514.560882, 514.579269, 514.597656, 514.616043])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>hRIXS_index</span></div><div class='xr-var-dims'>(hRIXS_index)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>6</div><input id='attrs-9063c18f-7b2f-4775-a22d-6cca95446f8c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9063c18f-7b2f-4775-a22d-6cca95446f8c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f7e97ef6-e04a-4b4f-abdd-b2734b60efa7' class='xr-var-data-in' type='checkbox'><label for='data-f7e97ef6-e04a-4b4f-abdd-b2734b60efa7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2be23916-ab87-4cea-9c9e-8e1c0847ff68' class='xr-section-summary-in' type='checkbox' checked><label for='section-2be23916-ab87-4cea-9c9e-8e1c0847ff68' class='xr-section-summary' >Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>hRIXS_det</span></div><div class='xr-var-dims'>(hRIXS_index, x, y)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>3623 3320 3557 ... 3844 3816 3800</div><input id='attrs-a56c8dba-b0d5-451a-8b58-50fb25a44e39' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a56c8dba-b0d5-451a-8b58-50fb25a44e39' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-27e0fd03-e67f-4572-aa35-007f391a7048' class='xr-var-data-in' type='checkbox'><label for='data-27e0fd03-e67f-4572-aa35-007f391a7048' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[3623, 3320, 3557, ..., 4380, 4378, 4272],\n",
+ " [4201, 3823, 4131, ..., 3876, 3913, 3905],\n",
+ " [3749, 3543, 3685, ..., 3819, 3856, 3835],\n",
+ " ...,\n",
+ " [3641, 3348, 3509, ..., 3745, 3798, 3774],\n",
+ " [3689, 3361, 3520, ..., 3797, 3787, 3785],\n",
+ " [3625, 3301, 3528, ..., 3844, 3816, 3800]]], dtype=uint64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hRIXS_delay</span></div><div class='xr-var-dims'>(hRIXS_index)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.14999999</div><input id='attrs-1e7ce242-b734-4ffe-bf37-705efbd418d4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1e7ce242-b734-4ffe-bf37-705efbd418d4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-71e9add9-bd77-4d60-9797-fc5cd985e4f9' class='xr-var-data-in' type='checkbox'><label for='data-71e9add9-bd77-4d60-9797-fc5cd985e4f9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.14999999], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hRIXS_norm</span></div><div class='xr-var-dims'>(hRIXS_index)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>38.10606</div><input id='attrs-a67c84ee-82c3-4a4a-a1dd-22597e98c304' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a67c84ee-82c3-4a4a-a1dd-22597e98c304' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cf181050-a346-4e79-9e2b-46f3102cdcb3' class='xr-var-data-in' type='checkbox'><label for='data-cf181050-a346-4e79-9e2b-46f3102cdcb3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([38.10606], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spectrum</span></div><div class='xr-var-dims'>(hRIXS_index, energy)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.832e+03 3.832e+03 ... 3.834e+03</div><input id='attrs-cdbb3b0d-e587-41a3-9597-0d137fd32cd5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cdbb3b0d-e587-41a3-9597-0d137fd32cd5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-11e33a70-3e2a-4fde-bbc4-053b559d9bd4' class='xr-var-data-in' type='checkbox'><label for='data-11e33a70-3e2a-4fde-bbc4-053b559d9bd4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[3831.63129277, 3832.20955811, 3831.63003328, 3831.41054038,\n",
+ " 3831.63949212, 3831.30579896, 3831.75793828, 3831.33787609,\n",
+ " 3831.09818232, 3831.4891032 , 3831.04815842, 3830.72278012,\n",
+ " 3831.75151058, 3831.71726072, 3831.61928781, 3831.24111986,\n",
+ " 3830.42367417, 3831.47385247, 3831.76710872, 3831.66167668,\n",
+ " 3831.65765351, 3831.21159335, 3831.24785015, 3831.48870923,\n",
+ " 3830.98819101, 3831.11392219, 3832.06032167, 3831.42643266,\n",
+ " 3831.12159709, 3830.8658899 , 3830.96343873, 3830.56700391,\n",
+ " 3831.43024542, 3831.18107421, 3831.90898244, 3832.07559448,\n",
+ " 3830.86788831, 3831.04780914, 3832.01239699, 3831.85352729,\n",
+ " 3831.66611276, 3831.89966526, 3831.04070421, 3830.72679013,\n",
+ " 3831.68876152, 3831.43229215, 3831.21574105, 3831.45706845,\n",
+ " 3831.61677892, 3831.81540078, 3831.7531723 , 3830.69690167,\n",
+ " 3831.19219516, 3830.80647697, 3830.80187255, 3831.83375806,\n",
+ " 3831.04763525, 3830.44470301, 3831.45178376, 3830.20997858,\n",
+ " 3830.9671061 , 3831.38661976, 3831.06514235, 3831.27816574,\n",
+ " 3831.6367184 , 3831.15371548, 3831.61457093, 3830.83581547,\n",
+ " 3830.31876994, 3831.09705016, 3831.07020335, 3831.7513016 ,\n",
+ " 3831.00632598, 3830.70006033, 3830.937109 , 3830.59763462,\n",
+ " 3830.90613262, 3830.62793334, 3830.88599805, 3830.38978147,\n",
+ "...\n",
+ " 3831.13174074, 3831.02271075, 3830.04052127, 3830.45349948,\n",
+ " 3831.06060205, 3831.1063046 , 3831.00449962, 3830.91165041,\n",
+ " 3831.01348142, 3831.27409823, 3830.36255967, 3829.99870354,\n",
+ " 3831.1991301 , 3830.96925429, 3830.46297555, 3831.23982503,\n",
+ " 3830.2495295 , 3830.00289385, 3831.02884274, 3830.45012192,\n",
+ " 3830.82182053, 3831.46062972, 3830.93945168, 3830.81381629,\n",
+ " 3831.01357697, 3829.64352725, 3830.29712006, 3831.38656781,\n",
+ " 3830.48477985, 3830.68720545, 3830.22338528, 3830.70110065,\n",
+ " 3831.54148904, 3831.13732486, 3831.4286333 , 3831.63809527,\n",
+ " 3831.61185818, 3830.81552656, 3831.69046809, 3830.9980216 ,\n",
+ " 3830.27712997, 3830.27265272, 3830.71904377, 3832.06694195,\n",
+ " 3832.16034521, 3831.56515548, 3832.20846743, 3832.59327813,\n",
+ " 3833.01108178, 3833.87667662, 3833.54012543, 3834.11568055,\n",
+ " 3834.40318046, 3834.78819934, 3834.71665809, 3833.86690128,\n",
+ " 3835.08039973, 3834.96172145, 3834.67983078, 3834.10781392,\n",
+ " 3832.53901142, 3832.06430421, 3832.16951563, 3830.92469426,\n",
+ " 3831.58052226, 3831.40091498, 3829.88547013, 3830.15941306,\n",
+ " 3830.01320729, 3830.2633882 , 3831.70675429, 3830.87512839,\n",
+ " 3832.25028773, 3831.27545121, 3831.83342082, 3833.44117205,\n",
+ " 3831.16106349, 3831.79836132, 3833.51065449, 3834.07424202]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6b7274dd-1d81-4c79-a309-6f08c1ad7e36' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6b7274dd-1d81-4c79-a309-6f08c1ad7e36' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (energy: 180, hRIXS_index: 1, x: 2048, y: 2048)\n",
+ "Coordinates:\n",
+ " * energy (energy) float64 511.3 511.3 511.4 511.4 ... 514.6 514.6 514.6\n",
+ " * hRIXS_index (hRIXS_index) int64 6\n",
+ "Dimensions without coordinates: x, y\n",
+ "Data variables:\n",
+ " hRIXS_det (hRIXS_index, x, y) uint64 3623 3320 3557 ... 3844 3816 3800\n",
+ " hRIXS_delay (hRIXS_index) float32 0.14999999\n",
+ " hRIXS_norm (hRIXS_index) float32 38.10606\n",
+ " spectrum (hRIXS_index, energy) float64 3.832e+03 3.832e+03 ... 3.834e+03"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "gr = data.groupby('hRIXS_index', squeeze=True)\n",
+ "delays = gr.map(h.aggregate)\n",
+ "delays"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4af30a38-966a-40a0-9d5a-88b1c5a1ad1b",
+ "metadata": {},
+ "source": [
+ "Instead of reducing all data at once, one can also just look at one delay. The first axis (the 0 in the example) is the index in the delay scan table, so the 0 means: take the data for the 0th delay in the list of delays."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "af0f63e0-9cd3-433e-83df-6217fde4641b",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[<matplotlib.lines.Line2D at 0x2af49a02fc18>]"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "delays.spectrum[0, :].plot()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c8f6e254-caeb-4d12-8dd1-d9faa74a14db",
+ "metadata": {},
+ "source": [
+ "## adding up several runs\n",
+ "\n",
+ "Data of different runs can be concatenated"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "1306b827-d7ea-472c-b99a-7da792b6a505",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "data2 = h.from_run(3)\n",
+ "data2 = h.centroid(data2)\n",
+ "\n",
+ "datas = xa.concat((data, data2), 'trainId')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "acdf38e8-ee15-42ef-a5b0-74d374658aa6",
+ "metadata": {
+ "tags": []
+ },
+ "source": [
+ "## finding the curvature\n",
+ "\n",
+ "there is an automatic procedure to find the curvature for an HRIXS operation point.\n",
+ "The method `find_curvature` takes a run, integrates the images and fits the curvature parameters to it. During the fit, it will use the current curvature as starting values. It outputs the new curvature parameters, together with a plot of the curvature overlayed on top of the data, where the starting values are shown in blue, while the fitted curve is in orange.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "1c6a749f-a14e-44c2-8c17-ce0b2ef3aa77",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(0.01934392725990066, -3.2404000959549933e-07)"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 720x720 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "h.Y_RANGE = slice(700, 900) # tell the algorithm where the data actually is\n",
+ "h.find_curvature(1, 3485) # use run 1 of proposal 3485 to fit the curvature"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "xfel (Python 3.7)",
+ "language": "python",
+ "name": "xfel"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.7.3"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/doc/How to extract peaks from digitizer traces.ipynb b/doc/How to extract peaks from digitizer traces.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..005d11039394ef8d1a62310c08f1ce746f3b35e0
--- /dev/null
+++ b/doc/How to extract peaks from digitizer traces.ipynb
@@ -0,0 +1,7764 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "b3954c58",
+ "metadata": {},
+ "source": [
+ "# How to extract digitizer peaks with the SCS Toolbox"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "e8d99d6e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import toolbox_scs as tb\n",
+ "import matplotlib.pyplot as plt\n",
+ "%matplotlib notebook\n",
+ "plt.rcParams['figure.constrained_layout.use'] = True"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0dc88ec5",
+ "metadata": {},
+ "source": [
+ "First, to explore the data contained in a run, we open a `DataCollection` using `open_run()` which is equivalent to the `extra_data.open_run()` function:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "5653df96",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "proposal, runNB = 2956, 13\n",
+ "run = tb.open_run(proposal, runNB)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "78b464eb",
+ "metadata": {},
+ "source": [
+ "Each channel of each digitizer stores a string that is used to describe which device is connected to that channel. A dictionnary of all channels can be accessed as follows:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "24776895",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'FastADC_Ch0': 'CHEM DIAG X-ray PD',\n",
+ " 'FastADC_Ch1': 'PPL I0 at in-coupling window',\n",
+ " 'FastADC_Ch2': 'CHEM APD',\n",
+ " 'FastADC_Ch3': 'PPL Reflectometer PD',\n",
+ " 'FastADC_Ch4': '',\n",
+ " 'FastADC_Ch5': 'PPL 800 nm I0 ILH PD',\n",
+ " 'FastADC_Ch6': '',\n",
+ " 'FastADC_Ch7': 'No Description',\n",
+ " 'FastADC_Ch8': 'No Description',\n",
+ " 'FastADC_Ch9': 'CHEM DIAG Laser PD',\n",
+ " 'FastADC2_Ch0': 'No Description',\n",
+ " 'FastADC2_Ch1': 'No Description',\n",
+ " 'FastADC2_Ch2': 'No Description',\n",
+ " 'FastADC2_Ch3': 'No Description',\n",
+ " 'FastADC2_Ch4': 'No Description',\n",
+ " 'FastADC2_Ch5': 'diode 2 - diam = 5mm',\n",
+ " 'FastADC2_Ch6': 'I0_400 nm',\n",
+ " 'FastADC2_Ch7': 'diode 5 - diam = 3mm + Filter (Ti 400 nm / Polyimide 200 nm)',\n",
+ " 'FastADC2_Ch8': 'diode 6 - 10x10 mm + filter longpass > 550 nm',\n",
+ " 'FastADC2_Ch9': 'diode 8 - APD diam = 3 mm + Filter (Ti 400 nm / Polyimide 200 nm)'}"
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "tb.digitizer_signal_description(run)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8533a26e",
+ "metadata": {},
+ "source": [
+ "As is customary, we can always list the available mnemonics for the run as follows:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "fb343bd8",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "dict_keys(['sase3', 'sase2', 'sase1', 'maindump', 'bunchpattern', 'bunchPatternTable', 'npulses_sase3', 'npulses_sase1', 'BAM414', 'BAM1932M', 'BAM1932S', 'nrj', 'nrj_target', 'M2BEND', 'tpi', 'VSLIT', 'ESLIT', 'HSLIT', 'transmission', 'transmission_col2', 'GATT_pressure', 'UND', 'UND2', 'UND3', 'XTD10_photonFlux', 'XTD10_photonFlux_sigma', 'XTD10_XGM', 'XTD10_XGM_sigma', 'XTD10_SA3', 'XTD10_SA3_sigma', 'XTD10_SA1', 'XTD10_SA1_sigma', 'XTD10_slowTrain', 'XTD10_slowTrain_SA1', 'XTD10_slowTrain_SA3', 'SCS_photonFlux', 'SCS_photonFlux_sigma', 'SCS_XGM', 'SCS_XGM_sigma', 'SCS_SA1', 'SCS_SA1_sigma', 'SCS_SA3', 'SCS_SA3_sigma', 'SCS_slowTrain', 'SCS_slowTrain_SA1', 'SCS_slowTrain_SA3', 'HFM_BENDING', 'VFM_BENDING', 'AFS_DelayLine', 'AFS_FocusLens', 'PP800_PhaseShifter', 'PP800_SynchDelayLine', 'PP800_DelayLine', 'PP800_HalfWP', 'PP800_HWP_POWER', 'PP800_FocusLens', 'FFT_FocusLens', 'hRIXS_det', 'hRIXS_delay', 'hRIXS_index', 'hRIXS_norm', 'hRIXS_ABB', 'hRIXS_ABL', 'hRIXS_ABR', 'hRIXS_ABT', 'hRIXS_DRX', 'hRIXS_DTY1', 'hRIXS_DTZ', 'hRIXS_GMX', 'hRIXS_GRX', 'hRIXS_GTLY', 'hRIXS_GTRY', 'hRIXS_GTX', 'hRIXS_GTZ', 'XRD_DRY', 'XRD_SRX', 'XRD_SRY', 'XRD_SRZ', 'XRD_STX', 'XRD_STY', 'XRD_STZ', 'XRD_SXT1Y', 'XRD_SXT2Y', 'XRD_SXTX', 'XRD_SXTZ', 'FastADC0peaks', 'FastADC0raw', 'FastADC1peaks', 'FastADC1raw', 'FastADC2peaks', 'FastADC2raw', 'FastADC3peaks', 'FastADC3raw', 'FastADC4peaks', 'FastADC4raw', 'FastADC5peaks', 'FastADC5raw', 'FastADC6peaks', 'FastADC6raw', 'FastADC7peaks', 'FastADC7raw', 'FastADC8peaks', 'FastADC8raw', 'FastADC9peaks', 'FastADC9raw', 'FastADC2_0peaks', 'FastADC2_0raw', 'FastADC2_1peaks', 'FastADC2_1raw', 'FastADC2_2peaks', 'FastADC2_2raw', 'FastADC2_3peaks', 'FastADC2_3raw', 'FastADC2_4peaks', 'FastADC2_4raw', 'FastADC2_5peaks', 'FastADC2_5raw', 'FastADC2_6peaks', 'FastADC2_6raw', 'FastADC2_7peaks', 'FastADC2_7raw', 'FastADC2_8peaks', 'FastADC2_8raw', 'FastADC2_9peaks', 'FastADC2_9raw'])"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "tb.mnemonics_for_run(run).keys()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0b88c855",
+ "metadata": {},
+ "source": [
+ "Let's assume that we are interested in the APD signal on diode 8, which corresponds to Ch9 of Fast ADC 2. We will load the raw traces of this channel (mnemonic *FastADC2_9raw*) and extract the peaks.\n",
+ "\n",
+ "This is, in principle, all done automatically in the `load()` function. The only piece of information that is required is which bunch pattern to use for the extraction (`'sase3'` if the device is looking at the FEL or `'scs_ppl'` if the device is looking at the PP laser), so that all data loaded simultaneously (XGM, BAM, digitizer, ...) is pulse-aligned. By default, data from FastADC2 uses the 'sase3' bunch pattern (parameter `fadc2_bp`), so we can in this case omit this parameter in the `load` function.\n",
+ "\n",
+ "A peak-finding algorithm analyses the averaged trace and finds the location of the peaks and performs trapezoidal integration on the interval centered on the peak."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "addab039",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (pulse_slot: 2700, sa3_pId: 400, trainId: 7804)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1501374970 1501374971 ... 1501382869\n",
+ " * sa3_pId (sa3_pId) int64 772 776 780 784 ... 2356 2360 2364 2368\n",
+ "Dimensions without coordinates: pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2211625 0 ... 16777216\n",
+ " nrj (trainId) float64 931.6 931.6 931.5 ... 937.1 937.0 937.1\n",
+ " FastADC2_9peaks (trainId, sa3_pId) float64 -1.532e+04 ... -2.655e+03\n",
+ " SCS_SA3 (trainId, sa3_pId) float64 553.6 1.003e+03 ... 626.1\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p002956/raw/r0013</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-ceff61c0-3b8d-4eaa-876e-9edbcd951905' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-ceff61c0-3b8d-4eaa-876e-9edbcd951905' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>pulse_slot</span>: 2700</li><li><span class='xr-has-index'>sa3_pId</span>: 400</li><li><span class='xr-has-index'>trainId</span>: 7804</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-d02862a9-8aa4-413f-b03a-ea78c2f2a2bc' class='xr-section-summary-in' type='checkbox' checked><label for='section-d02862a9-8aa4-413f-b03a-ea78c2f2a2bc' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>1501374970 ... 1501382869</div><input id='attrs-121f08ad-d92e-40fa-98e0-18ae6000c1d7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-121f08ad-d92e-40fa-98e0-18ae6000c1d7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8bb57d9a-187c-4158-88b4-dbc8ab53b225' class='xr-var-data-in' type='checkbox'><label for='data-8bb57d9a-187c-4158-88b4-dbc8ab53b225' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1501374970, 1501374971, 1501374972, ..., 1501382867, 1501382868,\n",
+ " 1501382869], dtype=uint64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa3_pId</span></div><div class='xr-var-dims'>(sa3_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>772 776 780 784 ... 2360 2364 2368</div><input id='attrs-1a6d7e3f-ef1f-4ae2-bd82-8ae997b1d36e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1a6d7e3f-ef1f-4ae2-bd82-8ae997b1d36e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-888da014-026c-4862-95c3-6d9adc1e51b6' class='xr-var-data-in' type='checkbox'><label for='data-888da014-026c-4862-95c3-6d9adc1e51b6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 772, 776, 780, ..., 2360, 2364, 2368])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3e1ed5cb-2e36-423e-83a7-0eb623b6dea9' class='xr-section-summary-in' type='checkbox' checked><label for='section-3e1ed5cb-2e36-423e-83a7-0eb623b6dea9' class='xr-section-summary' >Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(trainId, pulse_slot)</div><div class='xr-var-dtype'>uint32</div><div class='xr-var-preview xr-preview'>2211625 0 ... 16777216 16777216</div><input id='attrs-5e1f770a-49d6-45c8-a035-30c2e3ba01e6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5e1f770a-49d6-45c8-a035-30c2e3ba01e6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-62d2527b-f53e-43a9-b0ec-d4c63b0e509f' class='xr-var-data-in' type='checkbox'><label for='data-62d2527b-f53e-43a9-b0ec-d4c63b0e509f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 2211625, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2144041, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " ...,\n",
+ " [ 2144041, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2144041, 0, 2097193, ..., 16777216, 16777216, 16777216]],\n",
+ " dtype=uint32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nrj</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>931.6 931.6 931.5 ... 937.0 937.1</div><input id='attrs-666ddee4-e219-4218-939f-7674b2149d4c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-666ddee4-e219-4218-939f-7674b2149d4c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d2e6ab4c-84d8-42e4-b6a5-93ac0aefac0d' class='xr-var-data-in' type='checkbox'><label for='data-d2e6ab4c-84d8-42e4-b6a5-93ac0aefac0d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([931.56104815, 931.58133731, 931.54481745, ..., 937.07140648,\n",
+ " 937.04266612, 937.05908897])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FastADC2_9peaks</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-1.532e+04 ... -2.655e+03</div><input id='attrs-f1a9cb03-ce61-4cde-ac5b-455367001750' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f1a9cb03-ce61-4cde-ac5b-455367001750' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-da1e650b-5dc8-4d12-8dce-9851ff85a556' class='xr-var-data-in' type='checkbox'><label for='data-da1e650b-5dc8-4d12-8dce-9851ff85a556' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-15322.5, -29118. , -16230. , ..., -3377. , -20600.5, -12762.5],\n",
+ " [-19830. , -6252. , -11845.5, ..., -8974. , -8157.5, -37125. ],\n",
+ " [-30643.5, -1225. , -31828. , ..., -20236.5, -11664.5, -18687.5],\n",
+ " ...,\n",
+ " [ -1367.5, 556.5, 325. , ..., -2096.5, -1793. , -812.5],\n",
+ " [ -1442. , -2169.5, 1108.5, ..., -2121.5, -3154.5, -535. ],\n",
+ " [ -2377. , -2471.5, -2109.5, ..., -469.5, -712. , -2655. ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SCS_SA3</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>553.6 1.003e+03 ... 625.2 626.1</div><input id='attrs-04e0f251-7cdb-4520-b71b-9a5fa8e03740' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-04e0f251-7cdb-4520-b71b-9a5fa8e03740' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3196e9f4-5a7a-4776-9865-81c75ebd6b19' class='xr-var-data-in' type='checkbox'><label for='data-3196e9f4-5a7a-4776-9865-81c75ebd6b19' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 553.58990479, 1002.7635498 , 588.21862793, ..., 159.72709656,\n",
+ " 584.90869141, 469.00732422],\n",
+ " [ 729.78295898, 197.31863403, 350.71511841, ..., 333.3782959 ,\n",
+ " 239.52154541, 1348.59741211],\n",
+ " [1012.35583496, 155.80020142, 1075.75500488, ..., 780.81335449,\n",
+ " 518.77160645, 652.95458984],\n",
+ " ...,\n",
+ " [ 712.21923828, 687.50018311, 623.03265381, ..., 995.31140137,\n",
+ " 853.53509521, 1076.88537598],\n",
+ " [ 337.43884277, 476.76254272, 561.50762939, ..., 634.65576172,\n",
+ " 1289.45837402, 382.07299805],\n",
+ " [ 313.94122314, 462.3732605 , 684.91363525, ..., 132.80506897,\n",
+ " 625.18811035, 626.13842773]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3710211f-06f9-4711-9ec0-fc6b80904fe4' class='xr-section-summary-in' type='checkbox' checked><label for='section-3710211f-06f9-4711-9ec0-fc6b80904fe4' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202202/p002956/raw/r0013</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (pulse_slot: 2700, sa3_pId: 400, trainId: 7804)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1501374970 1501374971 ... 1501382869\n",
+ " * sa3_pId (sa3_pId) int64 772 776 780 784 ... 2356 2360 2364 2368\n",
+ "Dimensions without coordinates: pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2211625 0 ... 16777216\n",
+ " nrj (trainId) float64 931.6 931.6 931.5 ... 937.1 937.0 937.1\n",
+ " FastADC2_9peaks (trainId, sa3_pId) float64 -1.532e+04 ... -2.655e+03\n",
+ " SCS_SA3 (trainId, sa3_pId) float64 553.6 1.003e+03 ... 626.1\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p002956/raw/r0013"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "proposal = 2956\n",
+ "fields = ['SCS_SA3', 'nrj', 'FastADC2_9raw']\n",
+ "run, ds = tb.load(proposal, 13, fields,)\n",
+ "ds"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "1eec684f",
+ "metadata": {},
+ "source": [
+ "We see here that `ds` has a variable `FastADC2_9peaks` which has dimensions `['trainId', 'sa3_pId']`, which is exactly what we wanted: the raw traces were automatically transformed into vectors of length `sa3_pId`.\n",
+ "\n",
+ "If, for instance, the recorded signal was an optical laser(OL) pulse and that the OL pattern was different from the sase 3 bunch pattern, we would need to specify `fadc2_bp='scs_ppl'` in the load function."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7b204c22",
+ "metadata": {},
+ "source": [
+ "We can always inspect how the peak extraction was performed by using the following function:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "946601a8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "bunch pattern sase3: 400 pulses, 96 samples between two pulses\n",
+ "Auto-find peak params: 400 pulses, 96 samples between two pulses\n"
+ ]
+ },
+ {
+ "data": {
+ "application/javascript": [
+ "/* Put everything inside the global mpl namespace */\n",
+ "window.mpl = {};\n",
+ "\n",
+ "\n",
+ "mpl.get_websocket_type = function() {\n",
+ " if (typeof(WebSocket) !== 'undefined') {\n",
+ " return WebSocket;\n",
+ " } else if (typeof(MozWebSocket) !== 'undefined') {\n",
+ " return MozWebSocket;\n",
+ " } else {\n",
+ " alert('Your browser does not have WebSocket support.' +\n",
+ " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
+ " 'Firefox 4 and 5 are also supported but you ' +\n",
+ " 'have to enable WebSockets in about:config.');\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
+ " this.id = figure_id;\n",
+ "\n",
+ " this.ws = websocket;\n",
+ "\n",
+ " this.supports_binary = (this.ws.binaryType != undefined);\n",
+ "\n",
+ " if (!this.supports_binary) {\n",
+ " var warnings = document.getElementById(\"mpl-warnings\");\n",
+ " if (warnings) {\n",
+ " warnings.style.display = 'block';\n",
+ " warnings.textContent = (\n",
+ " \"This browser does not support binary websocket messages. \" +\n",
+ " \"Performance may be slow.\");\n",
+ " }\n",
+ " }\n",
+ "\n",
+ " this.imageObj = new Image();\n",
+ "\n",
+ " this.context = undefined;\n",
+ " this.message = undefined;\n",
+ " this.canvas = undefined;\n",
+ " this.rubberband_canvas = undefined;\n",
+ " this.rubberband_context = undefined;\n",
+ " this.format_dropdown = undefined;\n",
+ "\n",
+ " this.image_mode = 'full';\n",
+ "\n",
+ " this.root = $('<div/>');\n",
+ " this._root_extra_style(this.root)\n",
+ " this.root.attr('style', 'display: inline-block');\n",
+ "\n",
+ " $(parent_element).append(this.root);\n",
+ "\n",
+ " this._init_header(this);\n",
+ " this._init_canvas(this);\n",
+ " this._init_toolbar(this);\n",
+ "\n",
+ " var fig = this;\n",
+ "\n",
+ " this.waiting = false;\n",
+ "\n",
+ " this.ws.onopen = function () {\n",
+ " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
+ " fig.send_message(\"send_image_mode\", {});\n",
+ " if (mpl.ratio != 1) {\n",
+ " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
+ " }\n",
+ " fig.send_message(\"refresh\", {});\n",
+ " }\n",
+ "\n",
+ " this.imageObj.onload = function() {\n",
+ " if (fig.image_mode == 'full') {\n",
+ " // Full images could contain transparency (where diff images\n",
+ " // almost always do), so we need to clear the canvas so that\n",
+ " // there is no ghosting.\n",
+ " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
+ " }\n",
+ " fig.context.drawImage(fig.imageObj, 0, 0);\n",
+ " };\n",
+ "\n",
+ " this.imageObj.onunload = function() {\n",
+ " fig.ws.close();\n",
+ " }\n",
+ "\n",
+ " this.ws.onmessage = this._make_on_message_function(this);\n",
+ "\n",
+ " this.ondownload = ondownload;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_header = function() {\n",
+ " var titlebar = $(\n",
+ " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
+ " 'ui-helper-clearfix\"/>');\n",
+ " var titletext = $(\n",
+ " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
+ " 'text-align: center; padding: 3px;\"/>');\n",
+ " titlebar.append(titletext)\n",
+ " this.root.append(titlebar);\n",
+ " this.header = titletext[0];\n",
+ "}\n",
+ "\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
+ "\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
+ "\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_canvas = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var canvas_div = $('<div/>');\n",
+ "\n",
+ " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
+ "\n",
+ " function canvas_keyboard_event(event) {\n",
+ " return fig.key_event(event, event['data']);\n",
+ " }\n",
+ "\n",
+ " canvas_div.keydown('key_press', canvas_keyboard_event);\n",
+ " canvas_div.keyup('key_release', canvas_keyboard_event);\n",
+ " this.canvas_div = canvas_div\n",
+ " this._canvas_extra_style(canvas_div)\n",
+ " this.root.append(canvas_div);\n",
+ "\n",
+ " var canvas = $('<canvas/>');\n",
+ " canvas.addClass('mpl-canvas');\n",
+ " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
+ "\n",
+ " this.canvas = canvas[0];\n",
+ " this.context = canvas[0].getContext(\"2d\");\n",
+ "\n",
+ " var backingStore = this.context.backingStorePixelRatio ||\n",
+ "\tthis.context.webkitBackingStorePixelRatio ||\n",
+ "\tthis.context.mozBackingStorePixelRatio ||\n",
+ "\tthis.context.msBackingStorePixelRatio ||\n",
+ "\tthis.context.oBackingStorePixelRatio ||\n",
+ "\tthis.context.backingStorePixelRatio || 1;\n",
+ "\n",
+ " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
+ "\n",
+ " var rubberband = $('<canvas/>');\n",
+ " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
+ "\n",
+ " var pass_mouse_events = true;\n",
+ "\n",
+ " canvas_div.resizable({\n",
+ " start: function(event, ui) {\n",
+ " pass_mouse_events = false;\n",
+ " },\n",
+ " resize: function(event, ui) {\n",
+ " fig.request_resize(ui.size.width, ui.size.height);\n",
+ " },\n",
+ " stop: function(event, ui) {\n",
+ " pass_mouse_events = true;\n",
+ " fig.request_resize(ui.size.width, ui.size.height);\n",
+ " },\n",
+ " });\n",
+ "\n",
+ " function mouse_event_fn(event) {\n",
+ " if (pass_mouse_events)\n",
+ " return fig.mouse_event(event, event['data']);\n",
+ " }\n",
+ "\n",
+ " rubberband.mousedown('button_press', mouse_event_fn);\n",
+ " rubberband.mouseup('button_release', mouse_event_fn);\n",
+ " // Throttle sequential mouse events to 1 every 20ms.\n",
+ " rubberband.mousemove('motion_notify', mouse_event_fn);\n",
+ "\n",
+ " rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
+ " rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
+ "\n",
+ " canvas_div.on(\"wheel\", function (event) {\n",
+ " event = event.originalEvent;\n",
+ " event['data'] = 'scroll'\n",
+ " if (event.deltaY < 0) {\n",
+ " event.step = 1;\n",
+ " } else {\n",
+ " event.step = -1;\n",
+ " }\n",
+ " mouse_event_fn(event);\n",
+ " });\n",
+ "\n",
+ " canvas_div.append(canvas);\n",
+ " canvas_div.append(rubberband);\n",
+ "\n",
+ " this.rubberband = rubberband;\n",
+ " this.rubberband_canvas = rubberband[0];\n",
+ " this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
+ " this.rubberband_context.strokeStyle = \"#000000\";\n",
+ "\n",
+ " this._resize_canvas = function(width, height) {\n",
+ " // Keep the size of the canvas, canvas container, and rubber band\n",
+ " // canvas in synch.\n",
+ " canvas_div.css('width', width)\n",
+ " canvas_div.css('height', height)\n",
+ "\n",
+ " canvas.attr('width', width * mpl.ratio);\n",
+ " canvas.attr('height', height * mpl.ratio);\n",
+ " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
+ "\n",
+ " rubberband.attr('width', width);\n",
+ " rubberband.attr('height', height);\n",
+ " }\n",
+ "\n",
+ " // Set the figure to an initial 600x600px, this will subsequently be updated\n",
+ " // upon first draw.\n",
+ " this._resize_canvas(600, 600);\n",
+ "\n",
+ " // Disable right mouse context menu.\n",
+ " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
+ " return false;\n",
+ " });\n",
+ "\n",
+ " function set_focus () {\n",
+ " canvas.focus();\n",
+ " canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " window.setTimeout(set_focus, 100);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var nav_element = $('<div/>')\n",
+ " nav_element.attr('style', 'width: 100%');\n",
+ " this.root.append(nav_element);\n",
+ "\n",
+ " // Define a callback function for later on.\n",
+ " function toolbar_event(event) {\n",
+ " return fig.toolbar_button_onclick(event['data']);\n",
+ " }\n",
+ " function toolbar_mouse_event(event) {\n",
+ " return fig.toolbar_button_onmouseover(event['data']);\n",
+ " }\n",
+ "\n",
+ " for(var toolbar_ind in mpl.toolbar_items) {\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) {\n",
+ " // put a spacer in here.\n",
+ " continue;\n",
+ " }\n",
+ " var button = $('<button/>');\n",
+ " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
+ " 'ui-button-icon-only');\n",
+ " button.attr('role', 'button');\n",
+ " button.attr('aria-disabled', 'false');\n",
+ " button.click(method_name, toolbar_event);\n",
+ " button.mouseover(tooltip, toolbar_mouse_event);\n",
+ "\n",
+ " var icon_img = $('<span/>');\n",
+ " icon_img.addClass('ui-button-icon-primary ui-icon');\n",
+ " icon_img.addClass(image);\n",
+ " icon_img.addClass('ui-corner-all');\n",
+ "\n",
+ " var tooltip_span = $('<span/>');\n",
+ " tooltip_span.addClass('ui-button-text');\n",
+ " tooltip_span.html(tooltip);\n",
+ "\n",
+ " button.append(icon_img);\n",
+ " button.append(tooltip_span);\n",
+ "\n",
+ " nav_element.append(button);\n",
+ " }\n",
+ "\n",
+ " var fmt_picker_span = $('<span/>');\n",
+ "\n",
+ " var fmt_picker = $('<select/>');\n",
+ " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
+ " fmt_picker_span.append(fmt_picker);\n",
+ " nav_element.append(fmt_picker_span);\n",
+ " this.format_dropdown = fmt_picker[0];\n",
+ "\n",
+ " for (var ind in mpl.extensions) {\n",
+ " var fmt = mpl.extensions[ind];\n",
+ " var option = $(\n",
+ " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
+ " fmt_picker.append(option)\n",
+ " }\n",
+ "\n",
+ " // Add hover states to the ui-buttons\n",
+ " $( \".ui-button\" ).hover(\n",
+ " function() { $(this).addClass(\"ui-state-hover\");},\n",
+ " function() { $(this).removeClass(\"ui-state-hover\");}\n",
+ " );\n",
+ "\n",
+ " var status_bar = $('<span class=\"mpl-message\"/>');\n",
+ " nav_element.append(status_bar);\n",
+ " this.message = status_bar[0];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
+ " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
+ " // which will in turn request a refresh of the image.\n",
+ " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.send_message = function(type, properties) {\n",
+ " properties['type'] = type;\n",
+ " properties['figure_id'] = this.id;\n",
+ " this.ws.send(JSON.stringify(properties));\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.send_draw_message = function() {\n",
+ " if (!this.waiting) {\n",
+ " this.waiting = true;\n",
+ " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
+ " var format_dropdown = fig.format_dropdown;\n",
+ " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
+ " fig.ondownload(fig, format);\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
+ " var size = msg['size'];\n",
+ " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
+ " fig._resize_canvas(size[0], size[1]);\n",
+ " fig.send_message(\"refresh\", {});\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
+ " var x0 = msg['x0'] / mpl.ratio;\n",
+ " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
+ " var x1 = msg['x1'] / mpl.ratio;\n",
+ " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
+ " x0 = Math.floor(x0) + 0.5;\n",
+ " y0 = Math.floor(y0) + 0.5;\n",
+ " x1 = Math.floor(x1) + 0.5;\n",
+ " y1 = Math.floor(y1) + 0.5;\n",
+ " var min_x = Math.min(x0, x1);\n",
+ " var min_y = Math.min(y0, y1);\n",
+ " var width = Math.abs(x1 - x0);\n",
+ " var height = Math.abs(y1 - y0);\n",
+ "\n",
+ " fig.rubberband_context.clearRect(\n",
+ " 0, 0, fig.canvas.width, fig.canvas.height);\n",
+ "\n",
+ " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
+ " // Updates the figure title.\n",
+ " fig.header.textContent = msg['label'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
+ " var cursor = msg['cursor'];\n",
+ " switch(cursor)\n",
+ " {\n",
+ " case 0:\n",
+ " cursor = 'pointer';\n",
+ " break;\n",
+ " case 1:\n",
+ " cursor = 'default';\n",
+ " break;\n",
+ " case 2:\n",
+ " cursor = 'crosshair';\n",
+ " break;\n",
+ " case 3:\n",
+ " cursor = 'move';\n",
+ " break;\n",
+ " }\n",
+ " fig.rubberband_canvas.style.cursor = cursor;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
+ " fig.message.textContent = msg['message'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
+ " // Request the server to send over a new figure.\n",
+ " fig.send_draw_message();\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
+ " fig.image_mode = msg['mode'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function() {\n",
+ " // Called whenever the canvas gets updated.\n",
+ " this.send_message(\"ack\", {});\n",
+ "}\n",
+ "\n",
+ "// A function to construct a web socket function for onmessage handling.\n",
+ "// Called in the figure constructor.\n",
+ "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
+ " return function socket_on_message(evt) {\n",
+ " if (evt.data instanceof Blob) {\n",
+ " /* FIXME: We get \"Resource interpreted as Image but\n",
+ " * transferred with MIME type text/plain:\" errors on\n",
+ " * Chrome. But how to set the MIME type? It doesn't seem\n",
+ " * to be part of the websocket stream */\n",
+ " evt.data.type = \"image/png\";\n",
+ "\n",
+ " /* Free the memory for the previous frames */\n",
+ " if (fig.imageObj.src) {\n",
+ " (window.URL || window.webkitURL).revokeObjectURL(\n",
+ " fig.imageObj.src);\n",
+ " }\n",
+ "\n",
+ " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
+ " evt.data);\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
+ " fig.imageObj.src = evt.data;\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var msg = JSON.parse(evt.data);\n",
+ " var msg_type = msg['type'];\n",
+ "\n",
+ " // Call the \"handle_{type}\" callback, which takes\n",
+ " // the figure and JSON message as its only arguments.\n",
+ " try {\n",
+ " var callback = fig[\"handle_\" + msg_type];\n",
+ " } catch (e) {\n",
+ " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " if (callback) {\n",
+ " try {\n",
+ " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
+ " callback(fig, msg);\n",
+ " } catch (e) {\n",
+ " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
+ " }\n",
+ " }\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
+ "mpl.findpos = function(e) {\n",
+ " //this section is from http://www.quirksmode.org/js/events_properties.html\n",
+ " var targ;\n",
+ " if (!e)\n",
+ " e = window.event;\n",
+ " if (e.target)\n",
+ " targ = e.target;\n",
+ " else if (e.srcElement)\n",
+ " targ = e.srcElement;\n",
+ " if (targ.nodeType == 3) // defeat Safari bug\n",
+ " targ = targ.parentNode;\n",
+ "\n",
+ " // jQuery normalizes the pageX and pageY\n",
+ " // pageX,Y are the mouse positions relative to the document\n",
+ " // offset() returns the position of the element relative to the document\n",
+ " var x = e.pageX - $(targ).offset().left;\n",
+ " var y = e.pageY - $(targ).offset().top;\n",
+ "\n",
+ " return {\"x\": x, \"y\": y};\n",
+ "};\n",
+ "\n",
+ "/*\n",
+ " * return a copy of an object with only non-object keys\n",
+ " * we need this to avoid circular references\n",
+ " * http://stackoverflow.com/a/24161582/3208463\n",
+ " */\n",
+ "function simpleKeys (original) {\n",
+ " return Object.keys(original).reduce(function (obj, key) {\n",
+ " if (typeof original[key] !== 'object')\n",
+ " obj[key] = original[key]\n",
+ " return obj;\n",
+ " }, {});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.mouse_event = function(event, name) {\n",
+ " var canvas_pos = mpl.findpos(event)\n",
+ "\n",
+ " if (name === 'button_press')\n",
+ " {\n",
+ " this.canvas.focus();\n",
+ " this.canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " var x = canvas_pos.x * mpl.ratio;\n",
+ " var y = canvas_pos.y * mpl.ratio;\n",
+ "\n",
+ " this.send_message(name, {x: x, y: y, button: event.button,\n",
+ " step: event.step,\n",
+ " guiEvent: simpleKeys(event)});\n",
+ "\n",
+ " /* This prevents the web browser from automatically changing to\n",
+ " * the text insertion cursor when the button is pressed. We want\n",
+ " * to control all of the cursor setting manually through the\n",
+ " * 'cursor' event from matplotlib */\n",
+ " event.preventDefault();\n",
+ " return false;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
+ " // Handle any extra behaviour associated with a key event\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.key_event = function(event, name) {\n",
+ "\n",
+ " // Prevent repeat events\n",
+ " if (name == 'key_press')\n",
+ " {\n",
+ " if (event.which === this._key)\n",
+ " return;\n",
+ " else\n",
+ " this._key = event.which;\n",
+ " }\n",
+ " if (name == 'key_release')\n",
+ " this._key = null;\n",
+ "\n",
+ " var value = '';\n",
+ " if (event.ctrlKey && event.which != 17)\n",
+ " value += \"ctrl+\";\n",
+ " if (event.altKey && event.which != 18)\n",
+ " value += \"alt+\";\n",
+ " if (event.shiftKey && event.which != 16)\n",
+ " value += \"shift+\";\n",
+ "\n",
+ " value += 'k';\n",
+ " value += event.which.toString();\n",
+ "\n",
+ " this._key_event_extra(event, name);\n",
+ "\n",
+ " this.send_message(name, {key: value,\n",
+ " guiEvent: simpleKeys(event)});\n",
+ " return false;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
+ " if (name == 'download') {\n",
+ " this.handle_save(this, null);\n",
+ " } else {\n",
+ " this.send_message(\"toolbar_button\", {name: name});\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
+ " this.message.textContent = tooltip;\n",
+ "};\n",
+ "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
+ "\n",
+ "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
+ "\n",
+ "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
+ " // Create a \"websocket\"-like object which calls the given IPython comm\n",
+ " // object with the appropriate methods. Currently this is a non binary\n",
+ " // socket, so there is still some room for performance tuning.\n",
+ " var ws = {};\n",
+ "\n",
+ " ws.close = function() {\n",
+ " comm.close()\n",
+ " };\n",
+ " ws.send = function(m) {\n",
+ " //console.log('sending', m);\n",
+ " comm.send(m);\n",
+ " };\n",
+ " // Register the callback with on_msg.\n",
+ " comm.on_msg(function(msg) {\n",
+ " //console.log('receiving', msg['content']['data'], msg);\n",
+ " // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
+ " ws.onmessage(msg['content']['data'])\n",
+ " });\n",
+ " return ws;\n",
+ "}\n",
+ "\n",
+ "mpl.mpl_figure_comm = function(comm, msg) {\n",
+ " // This is the function which gets called when the mpl process\n",
+ " // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
+ "\n",
+ " var id = msg.content.data.id;\n",
+ " // Get hold of the div created by the display call when the Comm\n",
+ " // socket was opened in Python.\n",
+ " var element = $(\"#\" + id);\n",
+ " var ws_proxy = comm_websocket_adapter(comm)\n",
+ "\n",
+ " function ondownload(figure, format) {\n",
+ " window.open(figure.imageObj.src);\n",
+ " }\n",
+ "\n",
+ " var fig = new mpl.figure(id, ws_proxy,\n",
+ " ondownload,\n",
+ " element.get(0));\n",
+ "\n",
+ " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
+ " // web socket which is closed, not our websocket->open comm proxy.\n",
+ " ws_proxy.onopen();\n",
+ "\n",
+ " fig.parent_element = element.get(0);\n",
+ " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
+ " if (!fig.cell_info) {\n",
+ " console.error(\"Failed to find cell for figure\", id, fig);\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var output_index = fig.cell_info[2]\n",
+ " var cell = fig.cell_info[0];\n",
+ "\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
+ " var width = fig.canvas.width/mpl.ratio\n",
+ " fig.root.unbind('remove')\n",
+ "\n",
+ " // Update the output cell to use the data from the current canvas.\n",
+ " fig.push_to_output();\n",
+ " var dataURL = fig.canvas.toDataURL();\n",
+ " // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
+ " // the notebook keyboard shortcuts fail.\n",
+ " IPython.keyboard_manager.enable()\n",
+ " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
+ " fig.close_ws(fig, msg);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.close_ws = function(fig, msg){\n",
+ " fig.send_message('closing', msg);\n",
+ " // fig.ws.close()\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
+ " // Turn the data on the canvas into data in the output cell.\n",
+ " var width = this.canvas.width/mpl.ratio\n",
+ " var dataURL = this.canvas.toDataURL();\n",
+ " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function() {\n",
+ " // Tell IPython that the notebook contents must change.\n",
+ " IPython.notebook.set_dirty(true);\n",
+ " this.send_message(\"ack\", {});\n",
+ " var fig = this;\n",
+ " // Wait a second, then push the new image to the DOM so\n",
+ " // that it is saved nicely (might be nice to debounce this).\n",
+ " setTimeout(function () { fig.push_to_output() }, 1000);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var nav_element = $('<div/>')\n",
+ " nav_element.attr('style', 'width: 100%');\n",
+ " this.root.append(nav_element);\n",
+ "\n",
+ " // Define a callback function for later on.\n",
+ " function toolbar_event(event) {\n",
+ " return fig.toolbar_button_onclick(event['data']);\n",
+ " }\n",
+ " function toolbar_mouse_event(event) {\n",
+ " return fig.toolbar_button_onmouseover(event['data']);\n",
+ " }\n",
+ "\n",
+ " for(var toolbar_ind in mpl.toolbar_items){\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) { continue; };\n",
+ "\n",
+ " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
+ " button.click(method_name, toolbar_event);\n",
+ " button.mouseover(tooltip, toolbar_mouse_event);\n",
+ " nav_element.append(button);\n",
+ " }\n",
+ "\n",
+ " // Add the status bar.\n",
+ " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
+ " nav_element.append(status_bar);\n",
+ " this.message = status_bar[0];\n",
+ "\n",
+ " // Add the close button to the window.\n",
+ " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
+ " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
+ " button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
+ " button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
+ " buttongrp.append(button);\n",
+ " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
+ " titlebar.prepend(buttongrp);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function(el){\n",
+ " var fig = this\n",
+ " el.on(\"remove\", function(){\n",
+ "\tfig.close_ws(fig, {});\n",
+ " });\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function(el){\n",
+ " // this is important to make the div 'focusable\n",
+ " el.attr('tabindex', 0)\n",
+ " // reach out to IPython and tell the keyboard manager to turn it's self\n",
+ " // off when our div gets focus\n",
+ "\n",
+ " // location in version 3\n",
+ " if (IPython.notebook.keyboard_manager) {\n",
+ " IPython.notebook.keyboard_manager.register_events(el);\n",
+ " }\n",
+ " else {\n",
+ " // location in version 2\n",
+ " IPython.keyboard_manager.register_events(el);\n",
+ " }\n",
+ "\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
+ " var manager = IPython.notebook.keyboard_manager;\n",
+ " if (!manager)\n",
+ " manager = IPython.keyboard_manager;\n",
+ "\n",
+ " // Check for shift+enter\n",
+ " if (event.shiftKey && event.which == 13) {\n",
+ " this.canvas_div.blur();\n",
+ " event.shiftKey = false;\n",
+ " // Send a \"J\" for go to next cell\n",
+ " event.which = 74;\n",
+ " event.keyCode = 74;\n",
+ " manager.command_mode();\n",
+ " manager.handle_keydown(event);\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
+ " fig.ondownload(fig, null);\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.find_output_cell = function(html_output) {\n",
+ " // Return the cell and output element which can be found *uniquely* in the notebook.\n",
+ " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
+ " // IPython event is triggered only after the cells have been serialised, which for\n",
+ " // our purposes (turning an active figure into a static one), is too late.\n",
+ " var cells = IPython.notebook.get_cells();\n",
+ " var ncells = cells.length;\n",
+ " for (var i=0; i<ncells; i++) {\n",
+ " var cell = cells[i];\n",
+ " if (cell.cell_type === 'code'){\n",
+ " for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
+ " var data = cell.output_area.outputs[j];\n",
+ " if (data.data) {\n",
+ " // IPython >= 3 moved mimebundle to data attribute of output\n",
+ " data = data.data;\n",
+ " }\n",
+ " if (data['text/html'] == html_output) {\n",
+ " return [cell, data, j];\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "// Register the function which deals with the matplotlib target/channel.\n",
+ "// The kernel may be null if the page has been refreshed.\n",
+ "if (IPython.notebook.kernel != null) {\n",
+ " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
+ "}\n"
+ ],
+ "text/plain": [
+ "<IPython.core.display.Javascript object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "<img src=\"data:image/png;base64,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\" width=\"600\">"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "{'pulseStart': 6759,\n",
+ " 'pulseStop': 6776,\n",
+ " 'baseStart': 6743,\n",
+ " 'baseStop': 6755,\n",
+ " 'period': 96,\n",
+ " 'npulses': 400}"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "good_params = tb.check_peak_params(run, 'FastADC2_9raw')\n",
+ "good_params"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8ab2e1fe",
+ "metadata": {},
+ "source": [
+ "This shows a plot with the first and last pulses identified by the peak-finding algorithm and displays the region of integration and the region for baseline subtraction. The function returns a dictionnary `good_params` that has all parameters necessary to perform the trapezoidal integration over the digitizer trace."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9aa9fca4",
+ "metadata": {},
+ "source": [
+ "## If the peak-finding algorithm fails"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "57bb528b",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "The period from the bunch pattern is different than that found by the peak-finding algorithm. Either the algorithm failed or the bunch pattern source (sase3) is not correct.\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (pulse_slot: 2700, sa3_pId: 400, trainId: 81)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1501384603 1501384604 ... 1501384683\n",
+ " * sa3_pId (sa3_pId) int64 772 776 780 784 ... 2356 2360 2364 2368\n",
+ "Dimensions without coordinates: pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2144041 0 ... 16777216\n",
+ " nrj (trainId) float64 925.4 925.5 925.5 ... 926.1 926.1 926.1\n",
+ " FastADC2_9peaks (trainId, sa3_pId) float64 -104.5 -541.0 ... -111.5\n",
+ " SCS_SA3 (trainId, sa3_pId) float64 96.74 318.3 ... 318.1 127.5\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p002956/raw/r0014</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-3c07123a-4595-4fa0-8f05-e79ffadbcf59' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-3c07123a-4595-4fa0-8f05-e79ffadbcf59' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>pulse_slot</span>: 2700</li><li><span class='xr-has-index'>sa3_pId</span>: 400</li><li><span class='xr-has-index'>trainId</span>: 81</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-c149570e-4ddc-4835-8db7-bcd86f9ff6f0' class='xr-section-summary-in' type='checkbox' checked><label for='section-c149570e-4ddc-4835-8db7-bcd86f9ff6f0' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>1501384603 ... 1501384683</div><input id='attrs-cb3b83d8-a21b-420d-bb70-f057038dc81f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cb3b83d8-a21b-420d-bb70-f057038dc81f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-55a633b1-b2aa-4ff5-869c-ae29e1351a54' class='xr-var-data-in' type='checkbox'><label for='data-55a633b1-b2aa-4ff5-869c-ae29e1351a54' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1501384603, 1501384604, 1501384605, 1501384606, 1501384607, 1501384608,\n",
+ " 1501384609, 1501384610, 1501384611, 1501384612, 1501384613, 1501384614,\n",
+ " 1501384615, 1501384616, 1501384617, 1501384618, 1501384619, 1501384620,\n",
+ " 1501384621, 1501384622, 1501384623, 1501384624, 1501384625, 1501384626,\n",
+ " 1501384627, 1501384628, 1501384629, 1501384630, 1501384631, 1501384632,\n",
+ " 1501384633, 1501384634, 1501384635, 1501384636, 1501384637, 1501384638,\n",
+ " 1501384639, 1501384640, 1501384641, 1501384642, 1501384643, 1501384644,\n",
+ " 1501384645, 1501384646, 1501384647, 1501384648, 1501384649, 1501384650,\n",
+ " 1501384651, 1501384652, 1501384653, 1501384654, 1501384655, 1501384656,\n",
+ " 1501384657, 1501384658, 1501384659, 1501384660, 1501384661, 1501384662,\n",
+ " 1501384663, 1501384664, 1501384665, 1501384666, 1501384667, 1501384668,\n",
+ " 1501384669, 1501384670, 1501384671, 1501384672, 1501384673, 1501384674,\n",
+ " 1501384675, 1501384676, 1501384677, 1501384678, 1501384679, 1501384680,\n",
+ " 1501384681, 1501384682, 1501384683], dtype=uint64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa3_pId</span></div><div class='xr-var-dims'>(sa3_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>772 776 780 784 ... 2360 2364 2368</div><input id='attrs-a303215d-9744-460b-a2ce-e5085d1eae23' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a303215d-9744-460b-a2ce-e5085d1eae23' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a7aa7a8c-5900-45da-a06d-0cc870fdd889' class='xr-var-data-in' type='checkbox'><label for='data-a7aa7a8c-5900-45da-a06d-0cc870fdd889' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 772, 776, 780, ..., 2360, 2364, 2368])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-48a47511-be72-45bb-a0ad-ba775bf269e3' class='xr-section-summary-in' type='checkbox' checked><label for='section-48a47511-be72-45bb-a0ad-ba775bf269e3' class='xr-section-summary' >Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(trainId, pulse_slot)</div><div class='xr-var-dtype'>uint32</div><div class='xr-var-preview xr-preview'>2144041 0 ... 16777216 16777216</div><input id='attrs-f078dd94-d9f7-406e-90bc-fdc8486bafd5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f078dd94-d9f7-406e-90bc-fdc8486bafd5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-40c77f96-3b7f-40d5-99b6-6c4eaa99e2ae' class='xr-var-data-in' type='checkbox'><label for='data-40c77f96-3b7f-40d5-99b6-6c4eaa99e2ae' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 2144041, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2144041, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " ...,\n",
+ " [ 2144041, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2144041, 0, 2097193, ..., 16777216, 16777216, 16777216]],\n",
+ " dtype=uint32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nrj</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>925.4 925.5 925.5 ... 926.1 926.1</div><input id='attrs-4ea995c6-5009-4b2a-ba38-70a8b0dfd336' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4ea995c6-5009-4b2a-ba38-70a8b0dfd336' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4c9a6973-adb0-4b22-b505-7b5ba8d04b23' class='xr-var-data-in' type='checkbox'><label for='data-4c9a6973-adb0-4b22-b505-7b5ba8d04b23' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([925.44986356, 925.45787299, 925.4819021 , 925.47789716,\n",
+ " 925.4819021 , 925.50593247, 925.50993765, 925.51394287,\n",
+ " 925.51394287, 925.5219534 , 925.52595872, 925.54999137,\n",
+ " 925.55800253, 925.55800253, 925.55800253, 925.55800253,\n",
+ " 925.55800253, 925.55800253, 925.55800253, 925.6421281 ,\n",
+ " 925.63411548, 925.63411548, 925.66616678, 925.65014085,\n",
+ " 925.66616678, 925.66216025, 925.68619997, 925.67818659,\n",
+ " 925.68219327, 925.6982203 , 925.71024095, 925.75031201,\n",
+ " 925.73829033, 925.74630475, 925.73027605, 925.75031201,\n",
+ " 925.75832664, 925.79038655, 925.80240958, 925.78237136,\n",
+ " 925.81844078, 925.79439419, 925.81844078, 925.81042511,\n",
+ " 925.82645659, 925.85050485, 925.85050485, 925.85451302,\n",
+ " 925.87054602, 925.87455436, 925.87455436, 925.87455436,\n",
+ " 925.87455436, 925.87455436, 925.87455436, 925.9346836 ,\n",
+ " 925.93067474, 925.94671038, 925.93869249, 925.95873748,\n",
+ " 925.97878334, 925.96675572, 925.97878334, 925.98279261,\n",
+ " 926.006849 , 926.006849 , 926.01486807, 926.03090663,\n",
+ " 926.01486807, 926.03892612, 926.05897545, 926.04694574,\n",
+ " 926.07100546, 926.07902564, 926.07501553, 926.08704597,\n",
+ " 926.11110776, 926.12313913, 926.11110776, 926.13918144,\n",
+ " 926.12313913])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FastADC2_9peaks</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-104.5 -541.0 ... -588.0 -111.5</div><input id='attrs-94a9319f-93e7-4f4d-9f76-e237eea711b7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-94a9319f-93e7-4f4d-9f76-e237eea711b7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c45b919d-2a29-4e63-bc87-c97511c605ea' class='xr-var-data-in' type='checkbox'><label for='data-c45b919d-2a29-4e63-bc87-c97511c605ea' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ -104.5, -541. , 346.5, ..., -452.5, -392.5, -409.5],\n",
+ " [ 904.5, -159.5, 89. , ..., -876. , 491.5, 326. ],\n",
+ " [ 224. , -728.5, 908.5, ..., -1197.5, -406. , 137. ],\n",
+ " ...,\n",
+ " [ 745. , 537. , -256. , ..., 442. , -368.5, 298. ],\n",
+ " [ 873. , 454.5, 295. , ..., 184. , -105. , -425. ],\n",
+ " [ 155.5, 591.5, 226.5, ..., 468.5, -588. , -111.5]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SCS_SA3</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>96.74 318.3 207.7 ... 318.1 127.5</div><input id='attrs-49e548a5-7f7d-4eeb-872f-aa3715f1301c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-49e548a5-7f7d-4eeb-872f-aa3715f1301c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd1be01d-b9d0-42c1-94b8-7f41385adc82' class='xr-var-data-in' type='checkbox'><label for='data-bd1be01d-b9d0-42c1-94b8-7f41385adc82' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 96.74268341, 318.27020264, 207.72872925, ..., 35.73929596,\n",
+ " 163.54811096, 174.30079651],\n",
+ " [299.78881836, 92.3753891 , 70.10060883, ..., 69.12624359,\n",
+ " 524.85430908, 87.67070007],\n",
+ " [404.20025635, 279.92312622, 314.24661255, ..., 172.837677 ,\n",
+ " 268.44836426, 64.08099365],\n",
+ " ...,\n",
+ " [189.83627319, 57.99938965, 23.51241302, ..., 145.43904114,\n",
+ " 465.1857605 , 183.91159058],\n",
+ " [409.84234619, 311.26708984, 343.91918945, ..., 346.11724854,\n",
+ " 174.09924316, 13.22632408],\n",
+ " [184.24003601, 28.4738636 , 332.86248779, ..., 1.58539009,\n",
+ " 318.09182739, 127.50392151]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-34f13d32-4ada-4e0c-9576-b5cf9f673846' class='xr-section-summary-in' type='checkbox' checked><label for='section-34f13d32-4ada-4e0c-9576-b5cf9f673846' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202202/p002956/raw/r0014</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (pulse_slot: 2700, sa3_pId: 400, trainId: 81)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1501384603 1501384604 ... 1501384683\n",
+ " * sa3_pId (sa3_pId) int64 772 776 780 784 ... 2356 2360 2364 2368\n",
+ "Dimensions without coordinates: pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2144041 0 ... 16777216\n",
+ " nrj (trainId) float64 925.4 925.5 925.5 ... 926.1 926.1 926.1\n",
+ " FastADC2_9peaks (trainId, sa3_pId) float64 -104.5 -541.0 ... -111.5\n",
+ " SCS_SA3 (trainId, sa3_pId) float64 96.74 318.3 ... 318.1 127.5\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p002956/raw/r0014"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "run_b, ds_b = tb.load(proposal, 14, fields,)\n",
+ "ds_b"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "750f5b79",
+ "metadata": {},
+ "source": [
+ "Here we get a warning that indicates that the peak-finding algorithm and the bunch pattern used to extract the peaks do not match. If the bunch pattern in the `load` function was set correctly, this is most likely due to a failure of the peak-finding algorithm. To check, we can plot the average trace and check the integration parameters:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "bfbfe9bc",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/javascript": [
+ "/* Put everything inside the global mpl namespace */\n",
+ "window.mpl = {};\n",
+ "\n",
+ "\n",
+ "mpl.get_websocket_type = function() {\n",
+ " if (typeof(WebSocket) !== 'undefined') {\n",
+ " return WebSocket;\n",
+ " } else if (typeof(MozWebSocket) !== 'undefined') {\n",
+ " return MozWebSocket;\n",
+ " } else {\n",
+ " alert('Your browser does not have WebSocket support.' +\n",
+ " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
+ " 'Firefox 4 and 5 are also supported but you ' +\n",
+ " 'have to enable WebSockets in about:config.');\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
+ " this.id = figure_id;\n",
+ "\n",
+ " this.ws = websocket;\n",
+ "\n",
+ " this.supports_binary = (this.ws.binaryType != undefined);\n",
+ "\n",
+ " if (!this.supports_binary) {\n",
+ " var warnings = document.getElementById(\"mpl-warnings\");\n",
+ " if (warnings) {\n",
+ " warnings.style.display = 'block';\n",
+ " warnings.textContent = (\n",
+ " \"This browser does not support binary websocket messages. \" +\n",
+ " \"Performance may be slow.\");\n",
+ " }\n",
+ " }\n",
+ "\n",
+ " this.imageObj = new Image();\n",
+ "\n",
+ " this.context = undefined;\n",
+ " this.message = undefined;\n",
+ " this.canvas = undefined;\n",
+ " this.rubberband_canvas = undefined;\n",
+ " this.rubberband_context = undefined;\n",
+ " this.format_dropdown = undefined;\n",
+ "\n",
+ " this.image_mode = 'full';\n",
+ "\n",
+ " this.root = $('<div/>');\n",
+ " this._root_extra_style(this.root)\n",
+ " this.root.attr('style', 'display: inline-block');\n",
+ "\n",
+ " $(parent_element).append(this.root);\n",
+ "\n",
+ " this._init_header(this);\n",
+ " this._init_canvas(this);\n",
+ " this._init_toolbar(this);\n",
+ "\n",
+ " var fig = this;\n",
+ "\n",
+ " this.waiting = false;\n",
+ "\n",
+ " this.ws.onopen = function () {\n",
+ " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
+ " fig.send_message(\"send_image_mode\", {});\n",
+ " if (mpl.ratio != 1) {\n",
+ " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
+ " }\n",
+ " fig.send_message(\"refresh\", {});\n",
+ " }\n",
+ "\n",
+ " this.imageObj.onload = function() {\n",
+ " if (fig.image_mode == 'full') {\n",
+ " // Full images could contain transparency (where diff images\n",
+ " // almost always do), so we need to clear the canvas so that\n",
+ " // there is no ghosting.\n",
+ " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
+ " }\n",
+ " fig.context.drawImage(fig.imageObj, 0, 0);\n",
+ " };\n",
+ "\n",
+ " this.imageObj.onunload = function() {\n",
+ " fig.ws.close();\n",
+ " }\n",
+ "\n",
+ " this.ws.onmessage = this._make_on_message_function(this);\n",
+ "\n",
+ " this.ondownload = ondownload;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_header = function() {\n",
+ " var titlebar = $(\n",
+ " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
+ " 'ui-helper-clearfix\"/>');\n",
+ " var titletext = $(\n",
+ " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
+ " 'text-align: center; padding: 3px;\"/>');\n",
+ " titlebar.append(titletext)\n",
+ " this.root.append(titlebar);\n",
+ " this.header = titletext[0];\n",
+ "}\n",
+ "\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
+ "\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
+ "\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_canvas = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var canvas_div = $('<div/>');\n",
+ "\n",
+ " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
+ "\n",
+ " function canvas_keyboard_event(event) {\n",
+ " return fig.key_event(event, event['data']);\n",
+ " }\n",
+ "\n",
+ " canvas_div.keydown('key_press', canvas_keyboard_event);\n",
+ " canvas_div.keyup('key_release', canvas_keyboard_event);\n",
+ " this.canvas_div = canvas_div\n",
+ " this._canvas_extra_style(canvas_div)\n",
+ " this.root.append(canvas_div);\n",
+ "\n",
+ " var canvas = $('<canvas/>');\n",
+ " canvas.addClass('mpl-canvas');\n",
+ " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
+ "\n",
+ " this.canvas = canvas[0];\n",
+ " this.context = canvas[0].getContext(\"2d\");\n",
+ "\n",
+ " var backingStore = this.context.backingStorePixelRatio ||\n",
+ "\tthis.context.webkitBackingStorePixelRatio ||\n",
+ "\tthis.context.mozBackingStorePixelRatio ||\n",
+ "\tthis.context.msBackingStorePixelRatio ||\n",
+ "\tthis.context.oBackingStorePixelRatio ||\n",
+ "\tthis.context.backingStorePixelRatio || 1;\n",
+ "\n",
+ " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
+ "\n",
+ " var rubberband = $('<canvas/>');\n",
+ " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
+ "\n",
+ " var pass_mouse_events = true;\n",
+ "\n",
+ " canvas_div.resizable({\n",
+ " start: function(event, ui) {\n",
+ " pass_mouse_events = false;\n",
+ " },\n",
+ " resize: function(event, ui) {\n",
+ " fig.request_resize(ui.size.width, ui.size.height);\n",
+ " },\n",
+ " stop: function(event, ui) {\n",
+ " pass_mouse_events = true;\n",
+ " fig.request_resize(ui.size.width, ui.size.height);\n",
+ " },\n",
+ " });\n",
+ "\n",
+ " function mouse_event_fn(event) {\n",
+ " if (pass_mouse_events)\n",
+ " return fig.mouse_event(event, event['data']);\n",
+ " }\n",
+ "\n",
+ " rubberband.mousedown('button_press', mouse_event_fn);\n",
+ " rubberband.mouseup('button_release', mouse_event_fn);\n",
+ " // Throttle sequential mouse events to 1 every 20ms.\n",
+ " rubberband.mousemove('motion_notify', mouse_event_fn);\n",
+ "\n",
+ " rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
+ " rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
+ "\n",
+ " canvas_div.on(\"wheel\", function (event) {\n",
+ " event = event.originalEvent;\n",
+ " event['data'] = 'scroll'\n",
+ " if (event.deltaY < 0) {\n",
+ " event.step = 1;\n",
+ " } else {\n",
+ " event.step = -1;\n",
+ " }\n",
+ " mouse_event_fn(event);\n",
+ " });\n",
+ "\n",
+ " canvas_div.append(canvas);\n",
+ " canvas_div.append(rubberband);\n",
+ "\n",
+ " this.rubberband = rubberband;\n",
+ " this.rubberband_canvas = rubberband[0];\n",
+ " this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
+ " this.rubberband_context.strokeStyle = \"#000000\";\n",
+ "\n",
+ " this._resize_canvas = function(width, height) {\n",
+ " // Keep the size of the canvas, canvas container, and rubber band\n",
+ " // canvas in synch.\n",
+ " canvas_div.css('width', width)\n",
+ " canvas_div.css('height', height)\n",
+ "\n",
+ " canvas.attr('width', width * mpl.ratio);\n",
+ " canvas.attr('height', height * mpl.ratio);\n",
+ " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
+ "\n",
+ " rubberband.attr('width', width);\n",
+ " rubberband.attr('height', height);\n",
+ " }\n",
+ "\n",
+ " // Set the figure to an initial 600x600px, this will subsequently be updated\n",
+ " // upon first draw.\n",
+ " this._resize_canvas(600, 600);\n",
+ "\n",
+ " // Disable right mouse context menu.\n",
+ " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
+ " return false;\n",
+ " });\n",
+ "\n",
+ " function set_focus () {\n",
+ " canvas.focus();\n",
+ " canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " window.setTimeout(set_focus, 100);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var nav_element = $('<div/>')\n",
+ " nav_element.attr('style', 'width: 100%');\n",
+ " this.root.append(nav_element);\n",
+ "\n",
+ " // Define a callback function for later on.\n",
+ " function toolbar_event(event) {\n",
+ " return fig.toolbar_button_onclick(event['data']);\n",
+ " }\n",
+ " function toolbar_mouse_event(event) {\n",
+ " return fig.toolbar_button_onmouseover(event['data']);\n",
+ " }\n",
+ "\n",
+ " for(var toolbar_ind in mpl.toolbar_items) {\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) {\n",
+ " // put a spacer in here.\n",
+ " continue;\n",
+ " }\n",
+ " var button = $('<button/>');\n",
+ " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
+ " 'ui-button-icon-only');\n",
+ " button.attr('role', 'button');\n",
+ " button.attr('aria-disabled', 'false');\n",
+ " button.click(method_name, toolbar_event);\n",
+ " button.mouseover(tooltip, toolbar_mouse_event);\n",
+ "\n",
+ " var icon_img = $('<span/>');\n",
+ " icon_img.addClass('ui-button-icon-primary ui-icon');\n",
+ " icon_img.addClass(image);\n",
+ " icon_img.addClass('ui-corner-all');\n",
+ "\n",
+ " var tooltip_span = $('<span/>');\n",
+ " tooltip_span.addClass('ui-button-text');\n",
+ " tooltip_span.html(tooltip);\n",
+ "\n",
+ " button.append(icon_img);\n",
+ " button.append(tooltip_span);\n",
+ "\n",
+ " nav_element.append(button);\n",
+ " }\n",
+ "\n",
+ " var fmt_picker_span = $('<span/>');\n",
+ "\n",
+ " var fmt_picker = $('<select/>');\n",
+ " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
+ " fmt_picker_span.append(fmt_picker);\n",
+ " nav_element.append(fmt_picker_span);\n",
+ " this.format_dropdown = fmt_picker[0];\n",
+ "\n",
+ " for (var ind in mpl.extensions) {\n",
+ " var fmt = mpl.extensions[ind];\n",
+ " var option = $(\n",
+ " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
+ " fmt_picker.append(option)\n",
+ " }\n",
+ "\n",
+ " // Add hover states to the ui-buttons\n",
+ " $( \".ui-button\" ).hover(\n",
+ " function() { $(this).addClass(\"ui-state-hover\");},\n",
+ " function() { $(this).removeClass(\"ui-state-hover\");}\n",
+ " );\n",
+ "\n",
+ " var status_bar = $('<span class=\"mpl-message\"/>');\n",
+ " nav_element.append(status_bar);\n",
+ " this.message = status_bar[0];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
+ " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
+ " // which will in turn request a refresh of the image.\n",
+ " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.send_message = function(type, properties) {\n",
+ " properties['type'] = type;\n",
+ " properties['figure_id'] = this.id;\n",
+ " this.ws.send(JSON.stringify(properties));\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.send_draw_message = function() {\n",
+ " if (!this.waiting) {\n",
+ " this.waiting = true;\n",
+ " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
+ " var format_dropdown = fig.format_dropdown;\n",
+ " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
+ " fig.ondownload(fig, format);\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
+ " var size = msg['size'];\n",
+ " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
+ " fig._resize_canvas(size[0], size[1]);\n",
+ " fig.send_message(\"refresh\", {});\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
+ " var x0 = msg['x0'] / mpl.ratio;\n",
+ " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
+ " var x1 = msg['x1'] / mpl.ratio;\n",
+ " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
+ " x0 = Math.floor(x0) + 0.5;\n",
+ " y0 = Math.floor(y0) + 0.5;\n",
+ " x1 = Math.floor(x1) + 0.5;\n",
+ " y1 = Math.floor(y1) + 0.5;\n",
+ " var min_x = Math.min(x0, x1);\n",
+ " var min_y = Math.min(y0, y1);\n",
+ " var width = Math.abs(x1 - x0);\n",
+ " var height = Math.abs(y1 - y0);\n",
+ "\n",
+ " fig.rubberband_context.clearRect(\n",
+ " 0, 0, fig.canvas.width, fig.canvas.height);\n",
+ "\n",
+ " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
+ " // Updates the figure title.\n",
+ " fig.header.textContent = msg['label'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
+ " var cursor = msg['cursor'];\n",
+ " switch(cursor)\n",
+ " {\n",
+ " case 0:\n",
+ " cursor = 'pointer';\n",
+ " break;\n",
+ " case 1:\n",
+ " cursor = 'default';\n",
+ " break;\n",
+ " case 2:\n",
+ " cursor = 'crosshair';\n",
+ " break;\n",
+ " case 3:\n",
+ " cursor = 'move';\n",
+ " break;\n",
+ " }\n",
+ " fig.rubberband_canvas.style.cursor = cursor;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
+ " fig.message.textContent = msg['message'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
+ " // Request the server to send over a new figure.\n",
+ " fig.send_draw_message();\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
+ " fig.image_mode = msg['mode'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function() {\n",
+ " // Called whenever the canvas gets updated.\n",
+ " this.send_message(\"ack\", {});\n",
+ "}\n",
+ "\n",
+ "// A function to construct a web socket function for onmessage handling.\n",
+ "// Called in the figure constructor.\n",
+ "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
+ " return function socket_on_message(evt) {\n",
+ " if (evt.data instanceof Blob) {\n",
+ " /* FIXME: We get \"Resource interpreted as Image but\n",
+ " * transferred with MIME type text/plain:\" errors on\n",
+ " * Chrome. But how to set the MIME type? It doesn't seem\n",
+ " * to be part of the websocket stream */\n",
+ " evt.data.type = \"image/png\";\n",
+ "\n",
+ " /* Free the memory for the previous frames */\n",
+ " if (fig.imageObj.src) {\n",
+ " (window.URL || window.webkitURL).revokeObjectURL(\n",
+ " fig.imageObj.src);\n",
+ " }\n",
+ "\n",
+ " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
+ " evt.data);\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
+ " fig.imageObj.src = evt.data;\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var msg = JSON.parse(evt.data);\n",
+ " var msg_type = msg['type'];\n",
+ "\n",
+ " // Call the \"handle_{type}\" callback, which takes\n",
+ " // the figure and JSON message as its only arguments.\n",
+ " try {\n",
+ " var callback = fig[\"handle_\" + msg_type];\n",
+ " } catch (e) {\n",
+ " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " if (callback) {\n",
+ " try {\n",
+ " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
+ " callback(fig, msg);\n",
+ " } catch (e) {\n",
+ " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
+ " }\n",
+ " }\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
+ "mpl.findpos = function(e) {\n",
+ " //this section is from http://www.quirksmode.org/js/events_properties.html\n",
+ " var targ;\n",
+ " if (!e)\n",
+ " e = window.event;\n",
+ " if (e.target)\n",
+ " targ = e.target;\n",
+ " else if (e.srcElement)\n",
+ " targ = e.srcElement;\n",
+ " if (targ.nodeType == 3) // defeat Safari bug\n",
+ " targ = targ.parentNode;\n",
+ "\n",
+ " // jQuery normalizes the pageX and pageY\n",
+ " // pageX,Y are the mouse positions relative to the document\n",
+ " // offset() returns the position of the element relative to the document\n",
+ " var x = e.pageX - $(targ).offset().left;\n",
+ " var y = e.pageY - $(targ).offset().top;\n",
+ "\n",
+ " return {\"x\": x, \"y\": y};\n",
+ "};\n",
+ "\n",
+ "/*\n",
+ " * return a copy of an object with only non-object keys\n",
+ " * we need this to avoid circular references\n",
+ " * http://stackoverflow.com/a/24161582/3208463\n",
+ " */\n",
+ "function simpleKeys (original) {\n",
+ " return Object.keys(original).reduce(function (obj, key) {\n",
+ " if (typeof original[key] !== 'object')\n",
+ " obj[key] = original[key]\n",
+ " return obj;\n",
+ " }, {});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.mouse_event = function(event, name) {\n",
+ " var canvas_pos = mpl.findpos(event)\n",
+ "\n",
+ " if (name === 'button_press')\n",
+ " {\n",
+ " this.canvas.focus();\n",
+ " this.canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " var x = canvas_pos.x * mpl.ratio;\n",
+ " var y = canvas_pos.y * mpl.ratio;\n",
+ "\n",
+ " this.send_message(name, {x: x, y: y, button: event.button,\n",
+ " step: event.step,\n",
+ " guiEvent: simpleKeys(event)});\n",
+ "\n",
+ " /* This prevents the web browser from automatically changing to\n",
+ " * the text insertion cursor when the button is pressed. We want\n",
+ " * to control all of the cursor setting manually through the\n",
+ " * 'cursor' event from matplotlib */\n",
+ " event.preventDefault();\n",
+ " return false;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
+ " // Handle any extra behaviour associated with a key event\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.key_event = function(event, name) {\n",
+ "\n",
+ " // Prevent repeat events\n",
+ " if (name == 'key_press')\n",
+ " {\n",
+ " if (event.which === this._key)\n",
+ " return;\n",
+ " else\n",
+ " this._key = event.which;\n",
+ " }\n",
+ " if (name == 'key_release')\n",
+ " this._key = null;\n",
+ "\n",
+ " var value = '';\n",
+ " if (event.ctrlKey && event.which != 17)\n",
+ " value += \"ctrl+\";\n",
+ " if (event.altKey && event.which != 18)\n",
+ " value += \"alt+\";\n",
+ " if (event.shiftKey && event.which != 16)\n",
+ " value += \"shift+\";\n",
+ "\n",
+ " value += 'k';\n",
+ " value += event.which.toString();\n",
+ "\n",
+ " this._key_event_extra(event, name);\n",
+ "\n",
+ " this.send_message(name, {key: value,\n",
+ " guiEvent: simpleKeys(event)});\n",
+ " return false;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
+ " if (name == 'download') {\n",
+ " this.handle_save(this, null);\n",
+ " } else {\n",
+ " this.send_message(\"toolbar_button\", {name: name});\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
+ " this.message.textContent = tooltip;\n",
+ "};\n",
+ "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
+ "\n",
+ "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
+ "\n",
+ "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
+ " // Create a \"websocket\"-like object which calls the given IPython comm\n",
+ " // object with the appropriate methods. Currently this is a non binary\n",
+ " // socket, so there is still some room for performance tuning.\n",
+ " var ws = {};\n",
+ "\n",
+ " ws.close = function() {\n",
+ " comm.close()\n",
+ " };\n",
+ " ws.send = function(m) {\n",
+ " //console.log('sending', m);\n",
+ " comm.send(m);\n",
+ " };\n",
+ " // Register the callback with on_msg.\n",
+ " comm.on_msg(function(msg) {\n",
+ " //console.log('receiving', msg['content']['data'], msg);\n",
+ " // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
+ " ws.onmessage(msg['content']['data'])\n",
+ " });\n",
+ " return ws;\n",
+ "}\n",
+ "\n",
+ "mpl.mpl_figure_comm = function(comm, msg) {\n",
+ " // This is the function which gets called when the mpl process\n",
+ " // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
+ "\n",
+ " var id = msg.content.data.id;\n",
+ " // Get hold of the div created by the display call when the Comm\n",
+ " // socket was opened in Python.\n",
+ " var element = $(\"#\" + id);\n",
+ " var ws_proxy = comm_websocket_adapter(comm)\n",
+ "\n",
+ " function ondownload(figure, format) {\n",
+ " window.open(figure.imageObj.src);\n",
+ " }\n",
+ "\n",
+ " var fig = new mpl.figure(id, ws_proxy,\n",
+ " ondownload,\n",
+ " element.get(0));\n",
+ "\n",
+ " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
+ " // web socket which is closed, not our websocket->open comm proxy.\n",
+ " ws_proxy.onopen();\n",
+ "\n",
+ " fig.parent_element = element.get(0);\n",
+ " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
+ " if (!fig.cell_info) {\n",
+ " console.error(\"Failed to find cell for figure\", id, fig);\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var output_index = fig.cell_info[2]\n",
+ " var cell = fig.cell_info[0];\n",
+ "\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
+ " var width = fig.canvas.width/mpl.ratio\n",
+ " fig.root.unbind('remove')\n",
+ "\n",
+ " // Update the output cell to use the data from the current canvas.\n",
+ " fig.push_to_output();\n",
+ " var dataURL = fig.canvas.toDataURL();\n",
+ " // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
+ " // the notebook keyboard shortcuts fail.\n",
+ " IPython.keyboard_manager.enable()\n",
+ " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
+ " fig.close_ws(fig, msg);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.close_ws = function(fig, msg){\n",
+ " fig.send_message('closing', msg);\n",
+ " // fig.ws.close()\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
+ " // Turn the data on the canvas into data in the output cell.\n",
+ " var width = this.canvas.width/mpl.ratio\n",
+ " var dataURL = this.canvas.toDataURL();\n",
+ " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function() {\n",
+ " // Tell IPython that the notebook contents must change.\n",
+ " IPython.notebook.set_dirty(true);\n",
+ " this.send_message(\"ack\", {});\n",
+ " var fig = this;\n",
+ " // Wait a second, then push the new image to the DOM so\n",
+ " // that it is saved nicely (might be nice to debounce this).\n",
+ " setTimeout(function () { fig.push_to_output() }, 1000);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var nav_element = $('<div/>')\n",
+ " nav_element.attr('style', 'width: 100%');\n",
+ " this.root.append(nav_element);\n",
+ "\n",
+ " // Define a callback function for later on.\n",
+ " function toolbar_event(event) {\n",
+ " return fig.toolbar_button_onclick(event['data']);\n",
+ " }\n",
+ " function toolbar_mouse_event(event) {\n",
+ " return fig.toolbar_button_onmouseover(event['data']);\n",
+ " }\n",
+ "\n",
+ " for(var toolbar_ind in mpl.toolbar_items){\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) { continue; };\n",
+ "\n",
+ " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
+ " button.click(method_name, toolbar_event);\n",
+ " button.mouseover(tooltip, toolbar_mouse_event);\n",
+ " nav_element.append(button);\n",
+ " }\n",
+ "\n",
+ " // Add the status bar.\n",
+ " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
+ " nav_element.append(status_bar);\n",
+ " this.message = status_bar[0];\n",
+ "\n",
+ " // Add the close button to the window.\n",
+ " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
+ " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
+ " button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
+ " button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
+ " buttongrp.append(button);\n",
+ " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
+ " titlebar.prepend(buttongrp);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function(el){\n",
+ " var fig = this\n",
+ " el.on(\"remove\", function(){\n",
+ "\tfig.close_ws(fig, {});\n",
+ " });\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function(el){\n",
+ " // this is important to make the div 'focusable\n",
+ " el.attr('tabindex', 0)\n",
+ " // reach out to IPython and tell the keyboard manager to turn it's self\n",
+ " // off when our div gets focus\n",
+ "\n",
+ " // location in version 3\n",
+ " if (IPython.notebook.keyboard_manager) {\n",
+ " IPython.notebook.keyboard_manager.register_events(el);\n",
+ " }\n",
+ " else {\n",
+ " // location in version 2\n",
+ " IPython.keyboard_manager.register_events(el);\n",
+ " }\n",
+ "\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
+ " var manager = IPython.notebook.keyboard_manager;\n",
+ " if (!manager)\n",
+ " manager = IPython.keyboard_manager;\n",
+ "\n",
+ " // Check for shift+enter\n",
+ " if (event.shiftKey && event.which == 13) {\n",
+ " this.canvas_div.blur();\n",
+ " event.shiftKey = false;\n",
+ " // Send a \"J\" for go to next cell\n",
+ " event.which = 74;\n",
+ " event.keyCode = 74;\n",
+ " manager.command_mode();\n",
+ " manager.handle_keydown(event);\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
+ " fig.ondownload(fig, null);\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.find_output_cell = function(html_output) {\n",
+ " // Return the cell and output element which can be found *uniquely* in the notebook.\n",
+ " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
+ " // IPython event is triggered only after the cells have been serialised, which for\n",
+ " // our purposes (turning an active figure into a static one), is too late.\n",
+ " var cells = IPython.notebook.get_cells();\n",
+ " var ncells = cells.length;\n",
+ " for (var i=0; i<ncells; i++) {\n",
+ " var cell = cells[i];\n",
+ " if (cell.cell_type === 'code'){\n",
+ " for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
+ " var data = cell.output_area.outputs[j];\n",
+ " if (data.data) {\n",
+ " // IPython >= 3 moved mimebundle to data attribute of output\n",
+ " data = data.data;\n",
+ " }\n",
+ " if (data['text/html'] == html_output) {\n",
+ " return [cell, data, j];\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "// Register the function which deals with the matplotlib target/channel.\n",
+ "// The kernel may be null if the page has been refreshed.\n",
+ "if (IPython.notebook.kernel != null) {\n",
+ " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
+ "}\n"
+ ],
+ "text/plain": [
+ "<IPython.core.display.Javascript object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "<img src=\"data:image/png;base64,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\" width=\"640\">"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "bunch pattern sase3: 400 pulses, 96 samples between two pulses\n",
+ "Auto-find peak params: 1820 pulses, 43 samples between two pulses\n"
+ ]
+ },
+ {
+ "data": {
+ "application/javascript": [
+ "/* Put everything inside the global mpl namespace */\n",
+ "window.mpl = {};\n",
+ "\n",
+ "\n",
+ "mpl.get_websocket_type = function() {\n",
+ " if (typeof(WebSocket) !== 'undefined') {\n",
+ " return WebSocket;\n",
+ " } else if (typeof(MozWebSocket) !== 'undefined') {\n",
+ " return MozWebSocket;\n",
+ " } else {\n",
+ " alert('Your browser does not have WebSocket support.' +\n",
+ " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
+ " 'Firefox 4 and 5 are also supported but you ' +\n",
+ " 'have to enable WebSockets in about:config.');\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
+ " this.id = figure_id;\n",
+ "\n",
+ " this.ws = websocket;\n",
+ "\n",
+ " this.supports_binary = (this.ws.binaryType != undefined);\n",
+ "\n",
+ " if (!this.supports_binary) {\n",
+ " var warnings = document.getElementById(\"mpl-warnings\");\n",
+ " if (warnings) {\n",
+ " warnings.style.display = 'block';\n",
+ " warnings.textContent = (\n",
+ " \"This browser does not support binary websocket messages. \" +\n",
+ " \"Performance may be slow.\");\n",
+ " }\n",
+ " }\n",
+ "\n",
+ " this.imageObj = new Image();\n",
+ "\n",
+ " this.context = undefined;\n",
+ " this.message = undefined;\n",
+ " this.canvas = undefined;\n",
+ " this.rubberband_canvas = undefined;\n",
+ " this.rubberband_context = undefined;\n",
+ " this.format_dropdown = undefined;\n",
+ "\n",
+ " this.image_mode = 'full';\n",
+ "\n",
+ " this.root = $('<div/>');\n",
+ " this._root_extra_style(this.root)\n",
+ " this.root.attr('style', 'display: inline-block');\n",
+ "\n",
+ " $(parent_element).append(this.root);\n",
+ "\n",
+ " this._init_header(this);\n",
+ " this._init_canvas(this);\n",
+ " this._init_toolbar(this);\n",
+ "\n",
+ " var fig = this;\n",
+ "\n",
+ " this.waiting = false;\n",
+ "\n",
+ " this.ws.onopen = function () {\n",
+ " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
+ " fig.send_message(\"send_image_mode\", {});\n",
+ " if (mpl.ratio != 1) {\n",
+ " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
+ " }\n",
+ " fig.send_message(\"refresh\", {});\n",
+ " }\n",
+ "\n",
+ " this.imageObj.onload = function() {\n",
+ " if (fig.image_mode == 'full') {\n",
+ " // Full images could contain transparency (where diff images\n",
+ " // almost always do), so we need to clear the canvas so that\n",
+ " // there is no ghosting.\n",
+ " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
+ " }\n",
+ " fig.context.drawImage(fig.imageObj, 0, 0);\n",
+ " };\n",
+ "\n",
+ " this.imageObj.onunload = function() {\n",
+ " fig.ws.close();\n",
+ " }\n",
+ "\n",
+ " this.ws.onmessage = this._make_on_message_function(this);\n",
+ "\n",
+ " this.ondownload = ondownload;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_header = function() {\n",
+ " var titlebar = $(\n",
+ " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
+ " 'ui-helper-clearfix\"/>');\n",
+ " var titletext = $(\n",
+ " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
+ " 'text-align: center; padding: 3px;\"/>');\n",
+ " titlebar.append(titletext)\n",
+ " this.root.append(titlebar);\n",
+ " this.header = titletext[0];\n",
+ "}\n",
+ "\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
+ "\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
+ "\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_canvas = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var canvas_div = $('<div/>');\n",
+ "\n",
+ " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
+ "\n",
+ " function canvas_keyboard_event(event) {\n",
+ " return fig.key_event(event, event['data']);\n",
+ " }\n",
+ "\n",
+ " canvas_div.keydown('key_press', canvas_keyboard_event);\n",
+ " canvas_div.keyup('key_release', canvas_keyboard_event);\n",
+ " this.canvas_div = canvas_div\n",
+ " this._canvas_extra_style(canvas_div)\n",
+ " this.root.append(canvas_div);\n",
+ "\n",
+ " var canvas = $('<canvas/>');\n",
+ " canvas.addClass('mpl-canvas');\n",
+ " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
+ "\n",
+ " this.canvas = canvas[0];\n",
+ " this.context = canvas[0].getContext(\"2d\");\n",
+ "\n",
+ " var backingStore = this.context.backingStorePixelRatio ||\n",
+ "\tthis.context.webkitBackingStorePixelRatio ||\n",
+ "\tthis.context.mozBackingStorePixelRatio ||\n",
+ "\tthis.context.msBackingStorePixelRatio ||\n",
+ "\tthis.context.oBackingStorePixelRatio ||\n",
+ "\tthis.context.backingStorePixelRatio || 1;\n",
+ "\n",
+ " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
+ "\n",
+ " var rubberband = $('<canvas/>');\n",
+ " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
+ "\n",
+ " var pass_mouse_events = true;\n",
+ "\n",
+ " canvas_div.resizable({\n",
+ " start: function(event, ui) {\n",
+ " pass_mouse_events = false;\n",
+ " },\n",
+ " resize: function(event, ui) {\n",
+ " fig.request_resize(ui.size.width, ui.size.height);\n",
+ " },\n",
+ " stop: function(event, ui) {\n",
+ " pass_mouse_events = true;\n",
+ " fig.request_resize(ui.size.width, ui.size.height);\n",
+ " },\n",
+ " });\n",
+ "\n",
+ " function mouse_event_fn(event) {\n",
+ " if (pass_mouse_events)\n",
+ " return fig.mouse_event(event, event['data']);\n",
+ " }\n",
+ "\n",
+ " rubberband.mousedown('button_press', mouse_event_fn);\n",
+ " rubberband.mouseup('button_release', mouse_event_fn);\n",
+ " // Throttle sequential mouse events to 1 every 20ms.\n",
+ " rubberband.mousemove('motion_notify', mouse_event_fn);\n",
+ "\n",
+ " rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
+ " rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
+ "\n",
+ " canvas_div.on(\"wheel\", function (event) {\n",
+ " event = event.originalEvent;\n",
+ " event['data'] = 'scroll'\n",
+ " if (event.deltaY < 0) {\n",
+ " event.step = 1;\n",
+ " } else {\n",
+ " event.step = -1;\n",
+ " }\n",
+ " mouse_event_fn(event);\n",
+ " });\n",
+ "\n",
+ " canvas_div.append(canvas);\n",
+ " canvas_div.append(rubberband);\n",
+ "\n",
+ " this.rubberband = rubberband;\n",
+ " this.rubberband_canvas = rubberband[0];\n",
+ " this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
+ " this.rubberband_context.strokeStyle = \"#000000\";\n",
+ "\n",
+ " this._resize_canvas = function(width, height) {\n",
+ " // Keep the size of the canvas, canvas container, and rubber band\n",
+ " // canvas in synch.\n",
+ " canvas_div.css('width', width)\n",
+ " canvas_div.css('height', height)\n",
+ "\n",
+ " canvas.attr('width', width * mpl.ratio);\n",
+ " canvas.attr('height', height * mpl.ratio);\n",
+ " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
+ "\n",
+ " rubberband.attr('width', width);\n",
+ " rubberband.attr('height', height);\n",
+ " }\n",
+ "\n",
+ " // Set the figure to an initial 600x600px, this will subsequently be updated\n",
+ " // upon first draw.\n",
+ " this._resize_canvas(600, 600);\n",
+ "\n",
+ " // Disable right mouse context menu.\n",
+ " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
+ " return false;\n",
+ " });\n",
+ "\n",
+ " function set_focus () {\n",
+ " canvas.focus();\n",
+ " canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " window.setTimeout(set_focus, 100);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var nav_element = $('<div/>')\n",
+ " nav_element.attr('style', 'width: 100%');\n",
+ " this.root.append(nav_element);\n",
+ "\n",
+ " // Define a callback function for later on.\n",
+ " function toolbar_event(event) {\n",
+ " return fig.toolbar_button_onclick(event['data']);\n",
+ " }\n",
+ " function toolbar_mouse_event(event) {\n",
+ " return fig.toolbar_button_onmouseover(event['data']);\n",
+ " }\n",
+ "\n",
+ " for(var toolbar_ind in mpl.toolbar_items) {\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) {\n",
+ " // put a spacer in here.\n",
+ " continue;\n",
+ " }\n",
+ " var button = $('<button/>');\n",
+ " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
+ " 'ui-button-icon-only');\n",
+ " button.attr('role', 'button');\n",
+ " button.attr('aria-disabled', 'false');\n",
+ " button.click(method_name, toolbar_event);\n",
+ " button.mouseover(tooltip, toolbar_mouse_event);\n",
+ "\n",
+ " var icon_img = $('<span/>');\n",
+ " icon_img.addClass('ui-button-icon-primary ui-icon');\n",
+ " icon_img.addClass(image);\n",
+ " icon_img.addClass('ui-corner-all');\n",
+ "\n",
+ " var tooltip_span = $('<span/>');\n",
+ " tooltip_span.addClass('ui-button-text');\n",
+ " tooltip_span.html(tooltip);\n",
+ "\n",
+ " button.append(icon_img);\n",
+ " button.append(tooltip_span);\n",
+ "\n",
+ " nav_element.append(button);\n",
+ " }\n",
+ "\n",
+ " var fmt_picker_span = $('<span/>');\n",
+ "\n",
+ " var fmt_picker = $('<select/>');\n",
+ " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
+ " fmt_picker_span.append(fmt_picker);\n",
+ " nav_element.append(fmt_picker_span);\n",
+ " this.format_dropdown = fmt_picker[0];\n",
+ "\n",
+ " for (var ind in mpl.extensions) {\n",
+ " var fmt = mpl.extensions[ind];\n",
+ " var option = $(\n",
+ " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
+ " fmt_picker.append(option)\n",
+ " }\n",
+ "\n",
+ " // Add hover states to the ui-buttons\n",
+ " $( \".ui-button\" ).hover(\n",
+ " function() { $(this).addClass(\"ui-state-hover\");},\n",
+ " function() { $(this).removeClass(\"ui-state-hover\");}\n",
+ " );\n",
+ "\n",
+ " var status_bar = $('<span class=\"mpl-message\"/>');\n",
+ " nav_element.append(status_bar);\n",
+ " this.message = status_bar[0];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
+ " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
+ " // which will in turn request a refresh of the image.\n",
+ " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.send_message = function(type, properties) {\n",
+ " properties['type'] = type;\n",
+ " properties['figure_id'] = this.id;\n",
+ " this.ws.send(JSON.stringify(properties));\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.send_draw_message = function() {\n",
+ " if (!this.waiting) {\n",
+ " this.waiting = true;\n",
+ " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
+ " var format_dropdown = fig.format_dropdown;\n",
+ " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
+ " fig.ondownload(fig, format);\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
+ " var size = msg['size'];\n",
+ " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
+ " fig._resize_canvas(size[0], size[1]);\n",
+ " fig.send_message(\"refresh\", {});\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
+ " var x0 = msg['x0'] / mpl.ratio;\n",
+ " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
+ " var x1 = msg['x1'] / mpl.ratio;\n",
+ " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
+ " x0 = Math.floor(x0) + 0.5;\n",
+ " y0 = Math.floor(y0) + 0.5;\n",
+ " x1 = Math.floor(x1) + 0.5;\n",
+ " y1 = Math.floor(y1) + 0.5;\n",
+ " var min_x = Math.min(x0, x1);\n",
+ " var min_y = Math.min(y0, y1);\n",
+ " var width = Math.abs(x1 - x0);\n",
+ " var height = Math.abs(y1 - y0);\n",
+ "\n",
+ " fig.rubberband_context.clearRect(\n",
+ " 0, 0, fig.canvas.width, fig.canvas.height);\n",
+ "\n",
+ " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
+ " // Updates the figure title.\n",
+ " fig.header.textContent = msg['label'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
+ " var cursor = msg['cursor'];\n",
+ " switch(cursor)\n",
+ " {\n",
+ " case 0:\n",
+ " cursor = 'pointer';\n",
+ " break;\n",
+ " case 1:\n",
+ " cursor = 'default';\n",
+ " break;\n",
+ " case 2:\n",
+ " cursor = 'crosshair';\n",
+ " break;\n",
+ " case 3:\n",
+ " cursor = 'move';\n",
+ " break;\n",
+ " }\n",
+ " fig.rubberband_canvas.style.cursor = cursor;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
+ " fig.message.textContent = msg['message'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
+ " // Request the server to send over a new figure.\n",
+ " fig.send_draw_message();\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
+ " fig.image_mode = msg['mode'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function() {\n",
+ " // Called whenever the canvas gets updated.\n",
+ " this.send_message(\"ack\", {});\n",
+ "}\n",
+ "\n",
+ "// A function to construct a web socket function for onmessage handling.\n",
+ "// Called in the figure constructor.\n",
+ "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
+ " return function socket_on_message(evt) {\n",
+ " if (evt.data instanceof Blob) {\n",
+ " /* FIXME: We get \"Resource interpreted as Image but\n",
+ " * transferred with MIME type text/plain:\" errors on\n",
+ " * Chrome. But how to set the MIME type? It doesn't seem\n",
+ " * to be part of the websocket stream */\n",
+ " evt.data.type = \"image/png\";\n",
+ "\n",
+ " /* Free the memory for the previous frames */\n",
+ " if (fig.imageObj.src) {\n",
+ " (window.URL || window.webkitURL).revokeObjectURL(\n",
+ " fig.imageObj.src);\n",
+ " }\n",
+ "\n",
+ " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
+ " evt.data);\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
+ " fig.imageObj.src = evt.data;\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var msg = JSON.parse(evt.data);\n",
+ " var msg_type = msg['type'];\n",
+ "\n",
+ " // Call the \"handle_{type}\" callback, which takes\n",
+ " // the figure and JSON message as its only arguments.\n",
+ " try {\n",
+ " var callback = fig[\"handle_\" + msg_type];\n",
+ " } catch (e) {\n",
+ " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " if (callback) {\n",
+ " try {\n",
+ " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
+ " callback(fig, msg);\n",
+ " } catch (e) {\n",
+ " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
+ " }\n",
+ " }\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
+ "mpl.findpos = function(e) {\n",
+ " //this section is from http://www.quirksmode.org/js/events_properties.html\n",
+ " var targ;\n",
+ " if (!e)\n",
+ " e = window.event;\n",
+ " if (e.target)\n",
+ " targ = e.target;\n",
+ " else if (e.srcElement)\n",
+ " targ = e.srcElement;\n",
+ " if (targ.nodeType == 3) // defeat Safari bug\n",
+ " targ = targ.parentNode;\n",
+ "\n",
+ " // jQuery normalizes the pageX and pageY\n",
+ " // pageX,Y are the mouse positions relative to the document\n",
+ " // offset() returns the position of the element relative to the document\n",
+ " var x = e.pageX - $(targ).offset().left;\n",
+ " var y = e.pageY - $(targ).offset().top;\n",
+ "\n",
+ " return {\"x\": x, \"y\": y};\n",
+ "};\n",
+ "\n",
+ "/*\n",
+ " * return a copy of an object with only non-object keys\n",
+ " * we need this to avoid circular references\n",
+ " * http://stackoverflow.com/a/24161582/3208463\n",
+ " */\n",
+ "function simpleKeys (original) {\n",
+ " return Object.keys(original).reduce(function (obj, key) {\n",
+ " if (typeof original[key] !== 'object')\n",
+ " obj[key] = original[key]\n",
+ " return obj;\n",
+ " }, {});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.mouse_event = function(event, name) {\n",
+ " var canvas_pos = mpl.findpos(event)\n",
+ "\n",
+ " if (name === 'button_press')\n",
+ " {\n",
+ " this.canvas.focus();\n",
+ " this.canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " var x = canvas_pos.x * mpl.ratio;\n",
+ " var y = canvas_pos.y * mpl.ratio;\n",
+ "\n",
+ " this.send_message(name, {x: x, y: y, button: event.button,\n",
+ " step: event.step,\n",
+ " guiEvent: simpleKeys(event)});\n",
+ "\n",
+ " /* This prevents the web browser from automatically changing to\n",
+ " * the text insertion cursor when the button is pressed. We want\n",
+ " * to control all of the cursor setting manually through the\n",
+ " * 'cursor' event from matplotlib */\n",
+ " event.preventDefault();\n",
+ " return false;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
+ " // Handle any extra behaviour associated with a key event\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.key_event = function(event, name) {\n",
+ "\n",
+ " // Prevent repeat events\n",
+ " if (name == 'key_press')\n",
+ " {\n",
+ " if (event.which === this._key)\n",
+ " return;\n",
+ " else\n",
+ " this._key = event.which;\n",
+ " }\n",
+ " if (name == 'key_release')\n",
+ " this._key = null;\n",
+ "\n",
+ " var value = '';\n",
+ " if (event.ctrlKey && event.which != 17)\n",
+ " value += \"ctrl+\";\n",
+ " if (event.altKey && event.which != 18)\n",
+ " value += \"alt+\";\n",
+ " if (event.shiftKey && event.which != 16)\n",
+ " value += \"shift+\";\n",
+ "\n",
+ " value += 'k';\n",
+ " value += event.which.toString();\n",
+ "\n",
+ " this._key_event_extra(event, name);\n",
+ "\n",
+ " this.send_message(name, {key: value,\n",
+ " guiEvent: simpleKeys(event)});\n",
+ " return false;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
+ " if (name == 'download') {\n",
+ " this.handle_save(this, null);\n",
+ " } else {\n",
+ " this.send_message(\"toolbar_button\", {name: name});\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
+ " this.message.textContent = tooltip;\n",
+ "};\n",
+ "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
+ "\n",
+ "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
+ "\n",
+ "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
+ " // Create a \"websocket\"-like object which calls the given IPython comm\n",
+ " // object with the appropriate methods. Currently this is a non binary\n",
+ " // socket, so there is still some room for performance tuning.\n",
+ " var ws = {};\n",
+ "\n",
+ " ws.close = function() {\n",
+ " comm.close()\n",
+ " };\n",
+ " ws.send = function(m) {\n",
+ " //console.log('sending', m);\n",
+ " comm.send(m);\n",
+ " };\n",
+ " // Register the callback with on_msg.\n",
+ " comm.on_msg(function(msg) {\n",
+ " //console.log('receiving', msg['content']['data'], msg);\n",
+ " // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
+ " ws.onmessage(msg['content']['data'])\n",
+ " });\n",
+ " return ws;\n",
+ "}\n",
+ "\n",
+ "mpl.mpl_figure_comm = function(comm, msg) {\n",
+ " // This is the function which gets called when the mpl process\n",
+ " // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
+ "\n",
+ " var id = msg.content.data.id;\n",
+ " // Get hold of the div created by the display call when the Comm\n",
+ " // socket was opened in Python.\n",
+ " var element = $(\"#\" + id);\n",
+ " var ws_proxy = comm_websocket_adapter(comm)\n",
+ "\n",
+ " function ondownload(figure, format) {\n",
+ " window.open(figure.imageObj.src);\n",
+ " }\n",
+ "\n",
+ " var fig = new mpl.figure(id, ws_proxy,\n",
+ " ondownload,\n",
+ " element.get(0));\n",
+ "\n",
+ " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
+ " // web socket which is closed, not our websocket->open comm proxy.\n",
+ " ws_proxy.onopen();\n",
+ "\n",
+ " fig.parent_element = element.get(0);\n",
+ " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
+ " if (!fig.cell_info) {\n",
+ " console.error(\"Failed to find cell for figure\", id, fig);\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var output_index = fig.cell_info[2]\n",
+ " var cell = fig.cell_info[0];\n",
+ "\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
+ " var width = fig.canvas.width/mpl.ratio\n",
+ " fig.root.unbind('remove')\n",
+ "\n",
+ " // Update the output cell to use the data from the current canvas.\n",
+ " fig.push_to_output();\n",
+ " var dataURL = fig.canvas.toDataURL();\n",
+ " // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
+ " // the notebook keyboard shortcuts fail.\n",
+ " IPython.keyboard_manager.enable()\n",
+ " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
+ " fig.close_ws(fig, msg);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.close_ws = function(fig, msg){\n",
+ " fig.send_message('closing', msg);\n",
+ " // fig.ws.close()\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
+ " // Turn the data on the canvas into data in the output cell.\n",
+ " var width = this.canvas.width/mpl.ratio\n",
+ " var dataURL = this.canvas.toDataURL();\n",
+ " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function() {\n",
+ " // Tell IPython that the notebook contents must change.\n",
+ " IPython.notebook.set_dirty(true);\n",
+ " this.send_message(\"ack\", {});\n",
+ " var fig = this;\n",
+ " // Wait a second, then push the new image to the DOM so\n",
+ " // that it is saved nicely (might be nice to debounce this).\n",
+ " setTimeout(function () { fig.push_to_output() }, 1000);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var nav_element = $('<div/>')\n",
+ " nav_element.attr('style', 'width: 100%');\n",
+ " this.root.append(nav_element);\n",
+ "\n",
+ " // Define a callback function for later on.\n",
+ " function toolbar_event(event) {\n",
+ " return fig.toolbar_button_onclick(event['data']);\n",
+ " }\n",
+ " function toolbar_mouse_event(event) {\n",
+ " return fig.toolbar_button_onmouseover(event['data']);\n",
+ " }\n",
+ "\n",
+ " for(var toolbar_ind in mpl.toolbar_items){\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) { continue; };\n",
+ "\n",
+ " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
+ " button.click(method_name, toolbar_event);\n",
+ " button.mouseover(tooltip, toolbar_mouse_event);\n",
+ " nav_element.append(button);\n",
+ " }\n",
+ "\n",
+ " // Add the status bar.\n",
+ " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
+ " nav_element.append(status_bar);\n",
+ " this.message = status_bar[0];\n",
+ "\n",
+ " // Add the close button to the window.\n",
+ " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
+ " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
+ " button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
+ " button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
+ " buttongrp.append(button);\n",
+ " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
+ " titlebar.prepend(buttongrp);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function(el){\n",
+ " var fig = this\n",
+ " el.on(\"remove\", function(){\n",
+ "\tfig.close_ws(fig, {});\n",
+ " });\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function(el){\n",
+ " // this is important to make the div 'focusable\n",
+ " el.attr('tabindex', 0)\n",
+ " // reach out to IPython and tell the keyboard manager to turn it's self\n",
+ " // off when our div gets focus\n",
+ "\n",
+ " // location in version 3\n",
+ " if (IPython.notebook.keyboard_manager) {\n",
+ " IPython.notebook.keyboard_manager.register_events(el);\n",
+ " }\n",
+ " else {\n",
+ " // location in version 2\n",
+ " IPython.keyboard_manager.register_events(el);\n",
+ " }\n",
+ "\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
+ " var manager = IPython.notebook.keyboard_manager;\n",
+ " if (!manager)\n",
+ " manager = IPython.keyboard_manager;\n",
+ "\n",
+ " // Check for shift+enter\n",
+ " if (event.shiftKey && event.which == 13) {\n",
+ " this.canvas_div.blur();\n",
+ " event.shiftKey = false;\n",
+ " // Send a \"J\" for go to next cell\n",
+ " event.which = 74;\n",
+ " event.keyCode = 74;\n",
+ " manager.command_mode();\n",
+ " manager.handle_keydown(event);\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
+ " fig.ondownload(fig, null);\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.find_output_cell = function(html_output) {\n",
+ " // Return the cell and output element which can be found *uniquely* in the notebook.\n",
+ " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
+ " // IPython event is triggered only after the cells have been serialised, which for\n",
+ " // our purposes (turning an active figure into a static one), is too late.\n",
+ " var cells = IPython.notebook.get_cells();\n",
+ " var ncells = cells.length;\n",
+ " for (var i=0; i<ncells; i++) {\n",
+ " var cell = cells[i];\n",
+ " if (cell.cell_type === 'code'){\n",
+ " for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
+ " var data = cell.output_area.outputs[j];\n",
+ " if (data.data) {\n",
+ " // IPython >= 3 moved mimebundle to data attribute of output\n",
+ " data = data.data;\n",
+ " }\n",
+ " if (data['text/html'] == html_output) {\n",
+ " return [cell, data, j];\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "// Register the function which deals with the matplotlib target/channel.\n",
+ "// The kernel may be null if the page has been refreshed.\n",
+ "if (IPython.notebook.kernel != null) {\n",
+ " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
+ "}\n"
+ ],
+ "text/plain": [
+ "<IPython.core.display.Javascript object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "<img src=\"data:image/png;base64,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\" width=\"600\">"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "{'pulseStart': 0,\n",
+ " 'pulseStop': 12,\n",
+ " 'baseStart': 0,\n",
+ " 'baseStop': 1,\n",
+ " 'period': 43,\n",
+ " 'npulses': 1820}"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "plt.figure()\n",
+ "tb.get_dig_avg_trace(run_b, 'FastADC2_9raw').plot()\n",
+ "\n",
+ "bad_params = tb.check_peak_params(run_b, 'FastADC2_9raw')\n",
+ "bad_params"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9974f9b8",
+ "metadata": {},
+ "source": [
+ "We see that the peaks are very weak and this lead to a bad assignment of the pulse parameters by the peak-finding algorithm. From here, we can redefine the integration parameters according to the position on the average trace. We also know that the integration parameters of the previously loaded run are good. We will now use these integration parameters to extract the data from run 14.\n",
+ "\n",
+ "We first load the fields, but specify to the `load` function that we want to keep the raw trace without performing peak integration (`extract_fadc2=False`)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "e97c52cd",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (fadc2_samplesId: 100000, pulse_slot: 2700, sa3_pId: 400, trainId: 7804)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1501374970 1501374971 ... 1501382869\n",
+ " * sa3_pId (sa3_pId) int64 772 776 780 784 ... 2356 2360 2364 2368\n",
+ "Dimensions without coordinates: fadc2_samplesId, pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2211625 0 ... 16777216\n",
+ " nrj (trainId) float64 931.6 931.6 931.5 ... 937.1 937.0 937.1\n",
+ " FastADC2_9raw (trainId, fadc2_samplesId) int16 -458 -425 ... -463 -470\n",
+ " SCS_SA3 (trainId, sa3_pId) float64 553.6 1.003e+03 ... 626.1\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p002956/raw/r0013</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-2fad4339-13b0-4e78-8733-1a2ed0072cb1' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-2fad4339-13b0-4e78-8733-1a2ed0072cb1' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>fadc2_samplesId</span>: 100000</li><li><span>pulse_slot</span>: 2700</li><li><span class='xr-has-index'>sa3_pId</span>: 400</li><li><span class='xr-has-index'>trainId</span>: 7804</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-b47191bd-36ce-4c6e-9eff-f668f29e2cc5' class='xr-section-summary-in' type='checkbox' checked><label for='section-b47191bd-36ce-4c6e-9eff-f668f29e2cc5' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>1501374970 ... 1501382869</div><input id='attrs-147d54fb-631b-4498-83b6-647937ef0a5d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-147d54fb-631b-4498-83b6-647937ef0a5d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9af56f8c-a999-44ae-933a-bf1fdef4e37f' class='xr-var-data-in' type='checkbox'><label for='data-9af56f8c-a999-44ae-933a-bf1fdef4e37f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1501374970, 1501374971, 1501374972, ..., 1501382867, 1501382868,\n",
+ " 1501382869], dtype=uint64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa3_pId</span></div><div class='xr-var-dims'>(sa3_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>772 776 780 784 ... 2360 2364 2368</div><input id='attrs-2e458acd-66f0-40ab-92d4-6b6a4bf7b7ca' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2e458acd-66f0-40ab-92d4-6b6a4bf7b7ca' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ac17c446-1dcd-4f52-9d29-9d207b28e873' class='xr-var-data-in' type='checkbox'><label for='data-ac17c446-1dcd-4f52-9d29-9d207b28e873' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 772, 776, 780, ..., 2360, 2364, 2368])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-86f0ed7d-83cc-40c3-96fe-6a394f9e0f64' class='xr-section-summary-in' type='checkbox' checked><label for='section-86f0ed7d-83cc-40c3-96fe-6a394f9e0f64' class='xr-section-summary' >Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(trainId, pulse_slot)</div><div class='xr-var-dtype'>uint32</div><div class='xr-var-preview xr-preview'>2211625 0 ... 16777216 16777216</div><input id='attrs-ac04360b-8545-484e-adf8-c277b774ddb4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ac04360b-8545-484e-adf8-c277b774ddb4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a5df71a3-1a24-47cb-aa23-5527e52c8c7a' class='xr-var-data-in' type='checkbox'><label for='data-a5df71a3-1a24-47cb-aa23-5527e52c8c7a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 2211625, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2144041, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " ...,\n",
+ " [ 2144041, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2144041, 0, 2097193, ..., 16777216, 16777216, 16777216]],\n",
+ " dtype=uint32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nrj</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>931.6 931.6 931.5 ... 937.0 937.1</div><input id='attrs-08807b62-67ec-4fc4-86eb-c2212cae249b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-08807b62-67ec-4fc4-86eb-c2212cae249b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6fbf4748-01c7-4bf2-b85d-b1859dee13be' class='xr-var-data-in' type='checkbox'><label for='data-6fbf4748-01c7-4bf2-b85d-b1859dee13be' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([931.56104815, 931.58133731, 931.54481745, ..., 937.07140648,\n",
+ " 937.04266612, 937.05908897])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FastADC2_9raw</span></div><div class='xr-var-dims'>(trainId, fadc2_samplesId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-458 -425 -437 ... -491 -463 -470</div><input id='attrs-c7001c2e-ebe5-43f8-9ad7-948140bfbbc0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c7001c2e-ebe5-43f8-9ad7-948140bfbbc0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f6b485bc-bd9d-4eeb-aa23-821083ef452c' class='xr-var-data-in' type='checkbox'><label for='data-f6b485bc-bd9d-4eeb-aa23-821083ef452c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-458, -425, -437, ..., -355, -357, -363],\n",
+ " [-400, -393, -382, ..., -410, -410, -423],\n",
+ " [-448, -474, -453, ..., -337, -362, -363],\n",
+ " ...,\n",
+ " [-374, -384, -380, ..., -472, -475, -478],\n",
+ " [-460, -452, -452, ..., -345, -348, -358],\n",
+ " [-426, -439, -461, ..., -491, -463, -470]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SCS_SA3</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>553.6 1.003e+03 ... 625.2 626.1</div><input id='attrs-cea2b99a-b38c-4de6-9dd0-44ba47530e9c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cea2b99a-b38c-4de6-9dd0-44ba47530e9c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8fcc6829-f175-4ff4-9331-c6cf62883e74' class='xr-var-data-in' type='checkbox'><label for='data-8fcc6829-f175-4ff4-9331-c6cf62883e74' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 553.58990479, 1002.7635498 , 588.21862793, ..., 159.72709656,\n",
+ " 584.90869141, 469.00732422],\n",
+ " [ 729.78295898, 197.31863403, 350.71511841, ..., 333.3782959 ,\n",
+ " 239.52154541, 1348.59741211],\n",
+ " [1012.35583496, 155.80020142, 1075.75500488, ..., 780.81335449,\n",
+ " 518.77160645, 652.95458984],\n",
+ " ...,\n",
+ " [ 712.21923828, 687.50018311, 623.03265381, ..., 995.31140137,\n",
+ " 853.53509521, 1076.88537598],\n",
+ " [ 337.43884277, 476.76254272, 561.50762939, ..., 634.65576172,\n",
+ " 1289.45837402, 382.07299805],\n",
+ " [ 313.94122314, 462.3732605 , 684.91363525, ..., 132.80506897,\n",
+ " 625.18811035, 626.13842773]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-fa21cc1f-a37b-4fc4-ad18-e69cf90d27dc' class='xr-section-summary-in' type='checkbox' checked><label for='section-fa21cc1f-a37b-4fc4-ad18-e69cf90d27dc' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202202/p002956/raw/r0013</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (fadc2_samplesId: 100000, pulse_slot: 2700, sa3_pId: 400, trainId: 7804)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1501374970 1501374971 ... 1501382869\n",
+ " * sa3_pId (sa3_pId) int64 772 776 780 784 ... 2356 2360 2364 2368\n",
+ "Dimensions without coordinates: fadc2_samplesId, pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2211625 0 ... 16777216\n",
+ " nrj (trainId) float64 931.6 931.6 931.5 ... 937.1 937.0 937.1\n",
+ " FastADC2_9raw (trainId, fadc2_samplesId) int16 -458 -425 ... -463 -470\n",
+ " SCS_SA3 (trainId, sa3_pId) float64 553.6 1.003e+03 ... 626.1\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p002956/raw/r0013"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "new_params = good_params\n",
+ "\n",
+ "# or we can define the new parameters manually:\n",
+ "# new_params = {'pulseStart': 6759,\n",
+ "# 'pulseStop': 6776,\n",
+ "# 'baseStart': 6743,\n",
+ "# 'baseStop': 6755,\n",
+ "# 'period': 96,\n",
+ "# 'npulses': 400}\n",
+ "\n",
+ "run_b, ds_b = tb.load(proposal, runNB, fields, extract_fadc2=False)\n",
+ "ds_b"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d4ac83a7",
+ "metadata": {},
+ "source": [
+ "In `ds_b`, `FastADC2_9raw` is the raw trace with dimensions `['trainId, 'fadc2_samplesId']`. We can now call `get_digitizer_peaks()`: "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "ab494efd",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (sa3_pId: 400, trainId: 7898)\n",
+ "Coordinates:\n",
+ " * sa3_pId (sa3_pId) int64 772 776 780 784 788 ... 2356 2360 2364 2368\n",
+ " * trainId (trainId) uint64 1501374970 1501374971 ... 1501382869\n",
+ "Data variables:\n",
+ " FastADC2_9peaks (trainId, sa3_pId) float64 -1.565e+04 ... -2.689e+03</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-1a580b1b-8420-4bd0-9924-a83b078504d3' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-1a580b1b-8420-4bd0-9924-a83b078504d3' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>sa3_pId</span>: 400</li><li><span class='xr-has-index'>trainId</span>: 7898</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-961b0992-4e33-4603-b0f1-0af25155c443' class='xr-section-summary-in' type='checkbox' checked><label for='section-961b0992-4e33-4603-b0f1-0af25155c443' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa3_pId</span></div><div class='xr-var-dims'>(sa3_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>772 776 780 784 ... 2360 2364 2368</div><input id='attrs-d5199f6a-e89d-4483-81fb-17f91f53eedc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d5199f6a-e89d-4483-81fb-17f91f53eedc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c4965141-5905-4d4f-a588-d9e69daab4c8' class='xr-var-data-in' type='checkbox'><label for='data-c4965141-5905-4d4f-a588-d9e69daab4c8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 772, 776, 780, ..., 2360, 2364, 2368])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>1501374970 ... 1501382869</div><input id='attrs-46a1d522-342f-4f73-a874-ed1298fdda5a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-46a1d522-342f-4f73-a874-ed1298fdda5a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7faed2b3-e7d3-4e2a-9b97-73f6e7ab8686' class='xr-var-data-in' type='checkbox'><label for='data-7faed2b3-e7d3-4e2a-9b97-73f6e7ab8686' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1501374970, 1501374971, 1501374972, ..., 1501382867, 1501382868,\n",
+ " 1501382869], dtype=uint64)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0d0ac157-3802-4886-904c-6d9577da8e21' class='xr-section-summary-in' type='checkbox' checked><label for='section-0d0ac157-3802-4886-904c-6d9577da8e21' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>FastADC2_9peaks</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-1.565e+04 ... -2.689e+03</div><input id='attrs-9f0959a7-5022-4d7d-9b6a-b7270d04c702' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9f0959a7-5022-4d7d-9b6a-b7270d04c702' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-50862483-4c69-4615-883c-d67e8d04aac5' class='xr-var-data-in' type='checkbox'><label for='data-50862483-4c69-4615-883c-d67e8d04aac5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-15648.5, -29868.5, -16662.5, ..., -3587.5, -21078.5, -13057.5],\n",
+ " [-20308.5, -6250.5, -12165. , ..., -9081.5, -8160.5, -37829. ],\n",
+ " [-31327.5, -1469.5, -32350. , ..., -20526.5, -11936.5, -18997.5],\n",
+ " ...,\n",
+ " [ -1415.5, 451.5, 250. , ..., -2123.5, -1804.5, -835. ],\n",
+ " [ -1453.5, -2112. , 1057. , ..., -2213.5, -3012.5, -583.5],\n",
+ " [ -2324. , -2395.5, -2104.5, ..., -542.5, -850.5, -2689. ]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-021ce0e9-d80c-4624-937c-269deb846ac2' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-021ce0e9-d80c-4624-937c-269deb846ac2' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (sa3_pId: 400, trainId: 7898)\n",
+ "Coordinates:\n",
+ " * sa3_pId (sa3_pId) int64 772 776 780 784 788 ... 2356 2360 2364 2368\n",
+ " * trainId (trainId) uint64 1501374970 1501374971 ... 1501382869\n",
+ "Data variables:\n",
+ " FastADC2_9peaks (trainId, sa3_pId) float64 -1.565e+04 ... -2.689e+03"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "peaks = tb.get_digitizer_peaks(run_b, 'FastADC2_9raw', \n",
+ " integParams=good_params, bunchPattern='sase3')\n",
+ "peaks"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "1fa35662",
+ "metadata": {},
+ "source": [
+ "`peaks` is an xarray Dataset that contains the extracted peaks from the variables contained in `mnemonics` argument (here `mnemonics='FastADC2_9raw'`).\n",
+ "\n",
+ "`get_digitizer_peaks()` gives the option to merge the resulting data into an existing dataset (`merge_with`). This can be conveniently used to create the final dataset with extracted peaks:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "1e1c6b19",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (pulse_slot: 2700, sa3_pId: 400, trainId: 7804)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1501374970 1501374971 ... 1501382869\n",
+ " * sa3_pId (sa3_pId) int64 772 776 780 784 ... 2356 2360 2364 2368\n",
+ "Dimensions without coordinates: pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2211625 0 ... 16777216\n",
+ " nrj (trainId) float64 931.6 931.6 931.5 ... 937.1 937.0 937.1\n",
+ " SCS_SA3 (trainId, sa3_pId) float64 553.6 1.003e+03 ... 626.1\n",
+ " FastADC2_9peaks (trainId, sa3_pId) float64 -1.565e+04 ... -2.689e+03\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p002956/raw/r0013</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-19337e33-b6b2-436f-a2d4-49e80c3ed7f7' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-19337e33-b6b2-436f-a2d4-49e80c3ed7f7' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>pulse_slot</span>: 2700</li><li><span class='xr-has-index'>sa3_pId</span>: 400</li><li><span class='xr-has-index'>trainId</span>: 7804</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-469ebbbc-6056-4539-92d9-4efc1a3f99f0' class='xr-section-summary-in' type='checkbox' checked><label for='section-469ebbbc-6056-4539-92d9-4efc1a3f99f0' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>1501374970 ... 1501382869</div><input id='attrs-a8bc57cc-7476-4231-80d5-a05cb0f78cd2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a8bc57cc-7476-4231-80d5-a05cb0f78cd2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-766d0c6b-7b10-4e22-bbe5-432cef9c8783' class='xr-var-data-in' type='checkbox'><label for='data-766d0c6b-7b10-4e22-bbe5-432cef9c8783' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1501374970, 1501374971, 1501374972, ..., 1501382867, 1501382868,\n",
+ " 1501382869], dtype=uint64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa3_pId</span></div><div class='xr-var-dims'>(sa3_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>772 776 780 784 ... 2360 2364 2368</div><input id='attrs-75cd7ad6-1be4-4998-a137-82789fefccca' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-75cd7ad6-1be4-4998-a137-82789fefccca' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1b308b6d-5eb4-4ece-bcd4-39f151b4eec2' class='xr-var-data-in' type='checkbox'><label for='data-1b308b6d-5eb4-4ece-bcd4-39f151b4eec2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 772, 776, 780, ..., 2360, 2364, 2368])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-33893be8-6696-496a-bebc-8e64c804fc5e' class='xr-section-summary-in' type='checkbox' checked><label for='section-33893be8-6696-496a-bebc-8e64c804fc5e' class='xr-section-summary' >Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(trainId, pulse_slot)</div><div class='xr-var-dtype'>uint32</div><div class='xr-var-preview xr-preview'>2211625 0 ... 16777216 16777216</div><input id='attrs-f76b34a4-25a4-4fbf-89a2-7c959bac2e30' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f76b34a4-25a4-4fbf-89a2-7c959bac2e30' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ad14389d-080f-4ed2-be79-99f2a20a3604' class='xr-var-data-in' type='checkbox'><label for='data-ad14389d-080f-4ed2-be79-99f2a20a3604' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 2211625, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2144041, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " ...,\n",
+ " [ 2144041, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2144041, 0, 2097193, ..., 16777216, 16777216, 16777216]],\n",
+ " dtype=uint32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nrj</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>931.6 931.6 931.5 ... 937.0 937.1</div><input id='attrs-662af322-123f-4139-aee1-113ecf70c923' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-662af322-123f-4139-aee1-113ecf70c923' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5a9e44a6-25e8-4265-a02b-29a4d5829302' class='xr-var-data-in' type='checkbox'><label for='data-5a9e44a6-25e8-4265-a02b-29a4d5829302' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([931.56104815, 931.58133731, 931.54481745, ..., 937.07140648,\n",
+ " 937.04266612, 937.05908897])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SCS_SA3</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>553.6 1.003e+03 ... 625.2 626.1</div><input id='attrs-206b90ee-d45c-44ff-aeca-5f5036ba2f77' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-206b90ee-d45c-44ff-aeca-5f5036ba2f77' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b4c06095-66bc-4fae-a5d9-86e9f32306fa' class='xr-var-data-in' type='checkbox'><label for='data-b4c06095-66bc-4fae-a5d9-86e9f32306fa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 553.58990479, 1002.7635498 , 588.21862793, ..., 159.72709656,\n",
+ " 584.90869141, 469.00732422],\n",
+ " [ 729.78295898, 197.31863403, 350.71511841, ..., 333.3782959 ,\n",
+ " 239.52154541, 1348.59741211],\n",
+ " [1012.35583496, 155.80020142, 1075.75500488, ..., 780.81335449,\n",
+ " 518.77160645, 652.95458984],\n",
+ " ...,\n",
+ " [ 712.21923828, 687.50018311, 623.03265381, ..., 995.31140137,\n",
+ " 853.53509521, 1076.88537598],\n",
+ " [ 337.43884277, 476.76254272, 561.50762939, ..., 634.65576172,\n",
+ " 1289.45837402, 382.07299805],\n",
+ " [ 313.94122314, 462.3732605 , 684.91363525, ..., 132.80506897,\n",
+ " 625.18811035, 626.13842773]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FastADC2_9peaks</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-1.565e+04 ... -2.689e+03</div><input id='attrs-deea3c25-4479-4637-94ed-2b1aca0bd0b1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-deea3c25-4479-4637-94ed-2b1aca0bd0b1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e73f0537-a69d-40b5-be74-a5699c06a8ff' class='xr-var-data-in' type='checkbox'><label for='data-e73f0537-a69d-40b5-be74-a5699c06a8ff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-15648.5, -29868.5, -16662.5, ..., -3587.5, -21078.5, -13057.5],\n",
+ " [-20308.5, -6250.5, -12165. , ..., -9081.5, -8160.5, -37829. ],\n",
+ " [-31327.5, -1469.5, -32350. , ..., -20526.5, -11936.5, -18997.5],\n",
+ " ...,\n",
+ " [ -1415.5, 451.5, 250. , ..., -2123.5, -1804.5, -835. ],\n",
+ " [ -1453.5, -2112. , 1057. , ..., -2213.5, -3012.5, -583.5],\n",
+ " [ -2324. , -2395.5, -2104.5, ..., -542.5, -850.5, -2689. ]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e76c6655-9452-4887-83e0-62bb59fae273' class='xr-section-summary-in' type='checkbox' checked><label for='section-e76c6655-9452-4887-83e0-62bb59fae273' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202202/p002956/raw/r0013</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (pulse_slot: 2700, sa3_pId: 400, trainId: 7804)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1501374970 1501374971 ... 1501382869\n",
+ " * sa3_pId (sa3_pId) int64 772 776 780 784 ... 2356 2360 2364 2368\n",
+ "Dimensions without coordinates: pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2211625 0 ... 16777216\n",
+ " nrj (trainId) float64 931.6 931.6 931.5 ... 937.1 937.0 937.1\n",
+ " SCS_SA3 (trainId, sa3_pId) float64 553.6 1.003e+03 ... 626.1\n",
+ " FastADC2_9peaks (trainId, sa3_pId) float64 -1.565e+04 ... -2.689e+03\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p002956/raw/r0013"
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "ds_c = tb.get_digitizer_peaks(run_b, 'FastADC2_9raw', merge_with=ds_b,\n",
+ " integParams=good_params, bunchPattern='sase3')\n",
+ "ds_c"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b12ce20d",
+ "metadata": {},
+ "source": [
+ "## Summary with another example"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9323274f",
+ "metadata": {},
+ "source": [
+ "### Check digitizer signal descriptions and load data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "7bae6ce6",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "{'FastADC_Ch0': 'CHEM DIAG X-ray PD', 'FastADC_Ch1': 'PPL I0 at in-coupling window', 'FastADC_Ch2': 'CHEM APD', 'FastADC_Ch3': 'PPL Reflectometer PD', 'FastADC_Ch4': '', 'FastADC_Ch5': 'PPL 800 nm I0 ILH PD', 'FastADC_Ch6': '', 'FastADC_Ch7': 'No Description', 'FastADC_Ch8': 'No Description', 'FastADC_Ch9': 'CHEM DIAG Laser PD'}\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "The period from the bunch pattern is different than that found by the peak-finding algorithm. Either the algorithm failed or the bunch pattern source (sase3) is not correct.\n"
+ ]
+ }
+ ],
+ "source": [
+ "proposal, runNB = 2953, 1\n",
+ "print(tb.digitizer_signal_description(tb.open_run(proposal, runNB)))\n",
+ "\n",
+ "fields = ['FastADC0raw', 'chem_Y']\n",
+ "run, ds = tb.load(proposal, runNB, fields, fadc_bp='sase3')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ea3ceae2",
+ "metadata": {},
+ "source": [
+ "### Check integration parameters"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "228e2851",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "bunch pattern sase3: 400 pulses, 96 samples between two pulses\n",
+ "Auto-find peak params: 521 pulses, 93 samples between two pulses\n"
+ ]
+ },
+ {
+ "data": {
+ "application/javascript": [
+ "/* Put everything inside the global mpl namespace */\n",
+ "window.mpl = {};\n",
+ "\n",
+ "\n",
+ "mpl.get_websocket_type = function() {\n",
+ " if (typeof(WebSocket) !== 'undefined') {\n",
+ " return WebSocket;\n",
+ " } else if (typeof(MozWebSocket) !== 'undefined') {\n",
+ " return MozWebSocket;\n",
+ " } else {\n",
+ " alert('Your browser does not have WebSocket support.' +\n",
+ " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
+ " 'Firefox 4 and 5 are also supported but you ' +\n",
+ " 'have to enable WebSockets in about:config.');\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
+ " this.id = figure_id;\n",
+ "\n",
+ " this.ws = websocket;\n",
+ "\n",
+ " this.supports_binary = (this.ws.binaryType != undefined);\n",
+ "\n",
+ " if (!this.supports_binary) {\n",
+ " var warnings = document.getElementById(\"mpl-warnings\");\n",
+ " if (warnings) {\n",
+ " warnings.style.display = 'block';\n",
+ " warnings.textContent = (\n",
+ " \"This browser does not support binary websocket messages. \" +\n",
+ " \"Performance may be slow.\");\n",
+ " }\n",
+ " }\n",
+ "\n",
+ " this.imageObj = new Image();\n",
+ "\n",
+ " this.context = undefined;\n",
+ " this.message = undefined;\n",
+ " this.canvas = undefined;\n",
+ " this.rubberband_canvas = undefined;\n",
+ " this.rubberband_context = undefined;\n",
+ " this.format_dropdown = undefined;\n",
+ "\n",
+ " this.image_mode = 'full';\n",
+ "\n",
+ " this.root = $('<div/>');\n",
+ " this._root_extra_style(this.root)\n",
+ " this.root.attr('style', 'display: inline-block');\n",
+ "\n",
+ " $(parent_element).append(this.root);\n",
+ "\n",
+ " this._init_header(this);\n",
+ " this._init_canvas(this);\n",
+ " this._init_toolbar(this);\n",
+ "\n",
+ " var fig = this;\n",
+ "\n",
+ " this.waiting = false;\n",
+ "\n",
+ " this.ws.onopen = function () {\n",
+ " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
+ " fig.send_message(\"send_image_mode\", {});\n",
+ " if (mpl.ratio != 1) {\n",
+ " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
+ " }\n",
+ " fig.send_message(\"refresh\", {});\n",
+ " }\n",
+ "\n",
+ " this.imageObj.onload = function() {\n",
+ " if (fig.image_mode == 'full') {\n",
+ " // Full images could contain transparency (where diff images\n",
+ " // almost always do), so we need to clear the canvas so that\n",
+ " // there is no ghosting.\n",
+ " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
+ " }\n",
+ " fig.context.drawImage(fig.imageObj, 0, 0);\n",
+ " };\n",
+ "\n",
+ " this.imageObj.onunload = function() {\n",
+ " fig.ws.close();\n",
+ " }\n",
+ "\n",
+ " this.ws.onmessage = this._make_on_message_function(this);\n",
+ "\n",
+ " this.ondownload = ondownload;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_header = function() {\n",
+ " var titlebar = $(\n",
+ " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
+ " 'ui-helper-clearfix\"/>');\n",
+ " var titletext = $(\n",
+ " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
+ " 'text-align: center; padding: 3px;\"/>');\n",
+ " titlebar.append(titletext)\n",
+ " this.root.append(titlebar);\n",
+ " this.header = titletext[0];\n",
+ "}\n",
+ "\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
+ "\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
+ "\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_canvas = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var canvas_div = $('<div/>');\n",
+ "\n",
+ " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
+ "\n",
+ " function canvas_keyboard_event(event) {\n",
+ " return fig.key_event(event, event['data']);\n",
+ " }\n",
+ "\n",
+ " canvas_div.keydown('key_press', canvas_keyboard_event);\n",
+ " canvas_div.keyup('key_release', canvas_keyboard_event);\n",
+ " this.canvas_div = canvas_div\n",
+ " this._canvas_extra_style(canvas_div)\n",
+ " this.root.append(canvas_div);\n",
+ "\n",
+ " var canvas = $('<canvas/>');\n",
+ " canvas.addClass('mpl-canvas');\n",
+ " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
+ "\n",
+ " this.canvas = canvas[0];\n",
+ " this.context = canvas[0].getContext(\"2d\");\n",
+ "\n",
+ " var backingStore = this.context.backingStorePixelRatio ||\n",
+ "\tthis.context.webkitBackingStorePixelRatio ||\n",
+ "\tthis.context.mozBackingStorePixelRatio ||\n",
+ "\tthis.context.msBackingStorePixelRatio ||\n",
+ "\tthis.context.oBackingStorePixelRatio ||\n",
+ "\tthis.context.backingStorePixelRatio || 1;\n",
+ "\n",
+ " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
+ "\n",
+ " var rubberband = $('<canvas/>');\n",
+ " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
+ "\n",
+ " var pass_mouse_events = true;\n",
+ "\n",
+ " canvas_div.resizable({\n",
+ " start: function(event, ui) {\n",
+ " pass_mouse_events = false;\n",
+ " },\n",
+ " resize: function(event, ui) {\n",
+ " fig.request_resize(ui.size.width, ui.size.height);\n",
+ " },\n",
+ " stop: function(event, ui) {\n",
+ " pass_mouse_events = true;\n",
+ " fig.request_resize(ui.size.width, ui.size.height);\n",
+ " },\n",
+ " });\n",
+ "\n",
+ " function mouse_event_fn(event) {\n",
+ " if (pass_mouse_events)\n",
+ " return fig.mouse_event(event, event['data']);\n",
+ " }\n",
+ "\n",
+ " rubberband.mousedown('button_press', mouse_event_fn);\n",
+ " rubberband.mouseup('button_release', mouse_event_fn);\n",
+ " // Throttle sequential mouse events to 1 every 20ms.\n",
+ " rubberband.mousemove('motion_notify', mouse_event_fn);\n",
+ "\n",
+ " rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
+ " rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
+ "\n",
+ " canvas_div.on(\"wheel\", function (event) {\n",
+ " event = event.originalEvent;\n",
+ " event['data'] = 'scroll'\n",
+ " if (event.deltaY < 0) {\n",
+ " event.step = 1;\n",
+ " } else {\n",
+ " event.step = -1;\n",
+ " }\n",
+ " mouse_event_fn(event);\n",
+ " });\n",
+ "\n",
+ " canvas_div.append(canvas);\n",
+ " canvas_div.append(rubberband);\n",
+ "\n",
+ " this.rubberband = rubberband;\n",
+ " this.rubberband_canvas = rubberband[0];\n",
+ " this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
+ " this.rubberband_context.strokeStyle = \"#000000\";\n",
+ "\n",
+ " this._resize_canvas = function(width, height) {\n",
+ " // Keep the size of the canvas, canvas container, and rubber band\n",
+ " // canvas in synch.\n",
+ " canvas_div.css('width', width)\n",
+ " canvas_div.css('height', height)\n",
+ "\n",
+ " canvas.attr('width', width * mpl.ratio);\n",
+ " canvas.attr('height', height * mpl.ratio);\n",
+ " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
+ "\n",
+ " rubberband.attr('width', width);\n",
+ " rubberband.attr('height', height);\n",
+ " }\n",
+ "\n",
+ " // Set the figure to an initial 600x600px, this will subsequently be updated\n",
+ " // upon first draw.\n",
+ " this._resize_canvas(600, 600);\n",
+ "\n",
+ " // Disable right mouse context menu.\n",
+ " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
+ " return false;\n",
+ " });\n",
+ "\n",
+ " function set_focus () {\n",
+ " canvas.focus();\n",
+ " canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " window.setTimeout(set_focus, 100);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var nav_element = $('<div/>')\n",
+ " nav_element.attr('style', 'width: 100%');\n",
+ " this.root.append(nav_element);\n",
+ "\n",
+ " // Define a callback function for later on.\n",
+ " function toolbar_event(event) {\n",
+ " return fig.toolbar_button_onclick(event['data']);\n",
+ " }\n",
+ " function toolbar_mouse_event(event) {\n",
+ " return fig.toolbar_button_onmouseover(event['data']);\n",
+ " }\n",
+ "\n",
+ " for(var toolbar_ind in mpl.toolbar_items) {\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) {\n",
+ " // put a spacer in here.\n",
+ " continue;\n",
+ " }\n",
+ " var button = $('<button/>');\n",
+ " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
+ " 'ui-button-icon-only');\n",
+ " button.attr('role', 'button');\n",
+ " button.attr('aria-disabled', 'false');\n",
+ " button.click(method_name, toolbar_event);\n",
+ " button.mouseover(tooltip, toolbar_mouse_event);\n",
+ "\n",
+ " var icon_img = $('<span/>');\n",
+ " icon_img.addClass('ui-button-icon-primary ui-icon');\n",
+ " icon_img.addClass(image);\n",
+ " icon_img.addClass('ui-corner-all');\n",
+ "\n",
+ " var tooltip_span = $('<span/>');\n",
+ " tooltip_span.addClass('ui-button-text');\n",
+ " tooltip_span.html(tooltip);\n",
+ "\n",
+ " button.append(icon_img);\n",
+ " button.append(tooltip_span);\n",
+ "\n",
+ " nav_element.append(button);\n",
+ " }\n",
+ "\n",
+ " var fmt_picker_span = $('<span/>');\n",
+ "\n",
+ " var fmt_picker = $('<select/>');\n",
+ " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
+ " fmt_picker_span.append(fmt_picker);\n",
+ " nav_element.append(fmt_picker_span);\n",
+ " this.format_dropdown = fmt_picker[0];\n",
+ "\n",
+ " for (var ind in mpl.extensions) {\n",
+ " var fmt = mpl.extensions[ind];\n",
+ " var option = $(\n",
+ " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
+ " fmt_picker.append(option)\n",
+ " }\n",
+ "\n",
+ " // Add hover states to the ui-buttons\n",
+ " $( \".ui-button\" ).hover(\n",
+ " function() { $(this).addClass(\"ui-state-hover\");},\n",
+ " function() { $(this).removeClass(\"ui-state-hover\");}\n",
+ " );\n",
+ "\n",
+ " var status_bar = $('<span class=\"mpl-message\"/>');\n",
+ " nav_element.append(status_bar);\n",
+ " this.message = status_bar[0];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
+ " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
+ " // which will in turn request a refresh of the image.\n",
+ " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.send_message = function(type, properties) {\n",
+ " properties['type'] = type;\n",
+ " properties['figure_id'] = this.id;\n",
+ " this.ws.send(JSON.stringify(properties));\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.send_draw_message = function() {\n",
+ " if (!this.waiting) {\n",
+ " this.waiting = true;\n",
+ " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
+ " var format_dropdown = fig.format_dropdown;\n",
+ " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
+ " fig.ondownload(fig, format);\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
+ " var size = msg['size'];\n",
+ " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
+ " fig._resize_canvas(size[0], size[1]);\n",
+ " fig.send_message(\"refresh\", {});\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
+ " var x0 = msg['x0'] / mpl.ratio;\n",
+ " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
+ " var x1 = msg['x1'] / mpl.ratio;\n",
+ " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
+ " x0 = Math.floor(x0) + 0.5;\n",
+ " y0 = Math.floor(y0) + 0.5;\n",
+ " x1 = Math.floor(x1) + 0.5;\n",
+ " y1 = Math.floor(y1) + 0.5;\n",
+ " var min_x = Math.min(x0, x1);\n",
+ " var min_y = Math.min(y0, y1);\n",
+ " var width = Math.abs(x1 - x0);\n",
+ " var height = Math.abs(y1 - y0);\n",
+ "\n",
+ " fig.rubberband_context.clearRect(\n",
+ " 0, 0, fig.canvas.width, fig.canvas.height);\n",
+ "\n",
+ " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
+ " // Updates the figure title.\n",
+ " fig.header.textContent = msg['label'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
+ " var cursor = msg['cursor'];\n",
+ " switch(cursor)\n",
+ " {\n",
+ " case 0:\n",
+ " cursor = 'pointer';\n",
+ " break;\n",
+ " case 1:\n",
+ " cursor = 'default';\n",
+ " break;\n",
+ " case 2:\n",
+ " cursor = 'crosshair';\n",
+ " break;\n",
+ " case 3:\n",
+ " cursor = 'move';\n",
+ " break;\n",
+ " }\n",
+ " fig.rubberband_canvas.style.cursor = cursor;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
+ " fig.message.textContent = msg['message'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
+ " // Request the server to send over a new figure.\n",
+ " fig.send_draw_message();\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
+ " fig.image_mode = msg['mode'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function() {\n",
+ " // Called whenever the canvas gets updated.\n",
+ " this.send_message(\"ack\", {});\n",
+ "}\n",
+ "\n",
+ "// A function to construct a web socket function for onmessage handling.\n",
+ "// Called in the figure constructor.\n",
+ "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
+ " return function socket_on_message(evt) {\n",
+ " if (evt.data instanceof Blob) {\n",
+ " /* FIXME: We get \"Resource interpreted as Image but\n",
+ " * transferred with MIME type text/plain:\" errors on\n",
+ " * Chrome. But how to set the MIME type? It doesn't seem\n",
+ " * to be part of the websocket stream */\n",
+ " evt.data.type = \"image/png\";\n",
+ "\n",
+ " /* Free the memory for the previous frames */\n",
+ " if (fig.imageObj.src) {\n",
+ " (window.URL || window.webkitURL).revokeObjectURL(\n",
+ " fig.imageObj.src);\n",
+ " }\n",
+ "\n",
+ " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
+ " evt.data);\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
+ " fig.imageObj.src = evt.data;\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var msg = JSON.parse(evt.data);\n",
+ " var msg_type = msg['type'];\n",
+ "\n",
+ " // Call the \"handle_{type}\" callback, which takes\n",
+ " // the figure and JSON message as its only arguments.\n",
+ " try {\n",
+ " var callback = fig[\"handle_\" + msg_type];\n",
+ " } catch (e) {\n",
+ " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " if (callback) {\n",
+ " try {\n",
+ " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
+ " callback(fig, msg);\n",
+ " } catch (e) {\n",
+ " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
+ " }\n",
+ " }\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
+ "mpl.findpos = function(e) {\n",
+ " //this section is from http://www.quirksmode.org/js/events_properties.html\n",
+ " var targ;\n",
+ " if (!e)\n",
+ " e = window.event;\n",
+ " if (e.target)\n",
+ " targ = e.target;\n",
+ " else if (e.srcElement)\n",
+ " targ = e.srcElement;\n",
+ " if (targ.nodeType == 3) // defeat Safari bug\n",
+ " targ = targ.parentNode;\n",
+ "\n",
+ " // jQuery normalizes the pageX and pageY\n",
+ " // pageX,Y are the mouse positions relative to the document\n",
+ " // offset() returns the position of the element relative to the document\n",
+ " var x = e.pageX - $(targ).offset().left;\n",
+ " var y = e.pageY - $(targ).offset().top;\n",
+ "\n",
+ " return {\"x\": x, \"y\": y};\n",
+ "};\n",
+ "\n",
+ "/*\n",
+ " * return a copy of an object with only non-object keys\n",
+ " * we need this to avoid circular references\n",
+ " * http://stackoverflow.com/a/24161582/3208463\n",
+ " */\n",
+ "function simpleKeys (original) {\n",
+ " return Object.keys(original).reduce(function (obj, key) {\n",
+ " if (typeof original[key] !== 'object')\n",
+ " obj[key] = original[key]\n",
+ " return obj;\n",
+ " }, {});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.mouse_event = function(event, name) {\n",
+ " var canvas_pos = mpl.findpos(event)\n",
+ "\n",
+ " if (name === 'button_press')\n",
+ " {\n",
+ " this.canvas.focus();\n",
+ " this.canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " var x = canvas_pos.x * mpl.ratio;\n",
+ " var y = canvas_pos.y * mpl.ratio;\n",
+ "\n",
+ " this.send_message(name, {x: x, y: y, button: event.button,\n",
+ " step: event.step,\n",
+ " guiEvent: simpleKeys(event)});\n",
+ "\n",
+ " /* This prevents the web browser from automatically changing to\n",
+ " * the text insertion cursor when the button is pressed. We want\n",
+ " * to control all of the cursor setting manually through the\n",
+ " * 'cursor' event from matplotlib */\n",
+ " event.preventDefault();\n",
+ " return false;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
+ " // Handle any extra behaviour associated with a key event\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.key_event = function(event, name) {\n",
+ "\n",
+ " // Prevent repeat events\n",
+ " if (name == 'key_press')\n",
+ " {\n",
+ " if (event.which === this._key)\n",
+ " return;\n",
+ " else\n",
+ " this._key = event.which;\n",
+ " }\n",
+ " if (name == 'key_release')\n",
+ " this._key = null;\n",
+ "\n",
+ " var value = '';\n",
+ " if (event.ctrlKey && event.which != 17)\n",
+ " value += \"ctrl+\";\n",
+ " if (event.altKey && event.which != 18)\n",
+ " value += \"alt+\";\n",
+ " if (event.shiftKey && event.which != 16)\n",
+ " value += \"shift+\";\n",
+ "\n",
+ " value += 'k';\n",
+ " value += event.which.toString();\n",
+ "\n",
+ " this._key_event_extra(event, name);\n",
+ "\n",
+ " this.send_message(name, {key: value,\n",
+ " guiEvent: simpleKeys(event)});\n",
+ " return false;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
+ " if (name == 'download') {\n",
+ " this.handle_save(this, null);\n",
+ " } else {\n",
+ " this.send_message(\"toolbar_button\", {name: name});\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
+ " this.message.textContent = tooltip;\n",
+ "};\n",
+ "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
+ "\n",
+ "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
+ "\n",
+ "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
+ " // Create a \"websocket\"-like object which calls the given IPython comm\n",
+ " // object with the appropriate methods. Currently this is a non binary\n",
+ " // socket, so there is still some room for performance tuning.\n",
+ " var ws = {};\n",
+ "\n",
+ " ws.close = function() {\n",
+ " comm.close()\n",
+ " };\n",
+ " ws.send = function(m) {\n",
+ " //console.log('sending', m);\n",
+ " comm.send(m);\n",
+ " };\n",
+ " // Register the callback with on_msg.\n",
+ " comm.on_msg(function(msg) {\n",
+ " //console.log('receiving', msg['content']['data'], msg);\n",
+ " // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
+ " ws.onmessage(msg['content']['data'])\n",
+ " });\n",
+ " return ws;\n",
+ "}\n",
+ "\n",
+ "mpl.mpl_figure_comm = function(comm, msg) {\n",
+ " // This is the function which gets called when the mpl process\n",
+ " // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
+ "\n",
+ " var id = msg.content.data.id;\n",
+ " // Get hold of the div created by the display call when the Comm\n",
+ " // socket was opened in Python.\n",
+ " var element = $(\"#\" + id);\n",
+ " var ws_proxy = comm_websocket_adapter(comm)\n",
+ "\n",
+ " function ondownload(figure, format) {\n",
+ " window.open(figure.imageObj.src);\n",
+ " }\n",
+ "\n",
+ " var fig = new mpl.figure(id, ws_proxy,\n",
+ " ondownload,\n",
+ " element.get(0));\n",
+ "\n",
+ " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
+ " // web socket which is closed, not our websocket->open comm proxy.\n",
+ " ws_proxy.onopen();\n",
+ "\n",
+ " fig.parent_element = element.get(0);\n",
+ " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
+ " if (!fig.cell_info) {\n",
+ " console.error(\"Failed to find cell for figure\", id, fig);\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var output_index = fig.cell_info[2]\n",
+ " var cell = fig.cell_info[0];\n",
+ "\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
+ " var width = fig.canvas.width/mpl.ratio\n",
+ " fig.root.unbind('remove')\n",
+ "\n",
+ " // Update the output cell to use the data from the current canvas.\n",
+ " fig.push_to_output();\n",
+ " var dataURL = fig.canvas.toDataURL();\n",
+ " // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
+ " // the notebook keyboard shortcuts fail.\n",
+ " IPython.keyboard_manager.enable()\n",
+ " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
+ " fig.close_ws(fig, msg);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.close_ws = function(fig, msg){\n",
+ " fig.send_message('closing', msg);\n",
+ " // fig.ws.close()\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
+ " // Turn the data on the canvas into data in the output cell.\n",
+ " var width = this.canvas.width/mpl.ratio\n",
+ " var dataURL = this.canvas.toDataURL();\n",
+ " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function() {\n",
+ " // Tell IPython that the notebook contents must change.\n",
+ " IPython.notebook.set_dirty(true);\n",
+ " this.send_message(\"ack\", {});\n",
+ " var fig = this;\n",
+ " // Wait a second, then push the new image to the DOM so\n",
+ " // that it is saved nicely (might be nice to debounce this).\n",
+ " setTimeout(function () { fig.push_to_output() }, 1000);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var nav_element = $('<div/>')\n",
+ " nav_element.attr('style', 'width: 100%');\n",
+ " this.root.append(nav_element);\n",
+ "\n",
+ " // Define a callback function for later on.\n",
+ " function toolbar_event(event) {\n",
+ " return fig.toolbar_button_onclick(event['data']);\n",
+ " }\n",
+ " function toolbar_mouse_event(event) {\n",
+ " return fig.toolbar_button_onmouseover(event['data']);\n",
+ " }\n",
+ "\n",
+ " for(var toolbar_ind in mpl.toolbar_items){\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) { continue; };\n",
+ "\n",
+ " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
+ " button.click(method_name, toolbar_event);\n",
+ " button.mouseover(tooltip, toolbar_mouse_event);\n",
+ " nav_element.append(button);\n",
+ " }\n",
+ "\n",
+ " // Add the status bar.\n",
+ " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
+ " nav_element.append(status_bar);\n",
+ " this.message = status_bar[0];\n",
+ "\n",
+ " // Add the close button to the window.\n",
+ " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
+ " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
+ " button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
+ " button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
+ " buttongrp.append(button);\n",
+ " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
+ " titlebar.prepend(buttongrp);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function(el){\n",
+ " var fig = this\n",
+ " el.on(\"remove\", function(){\n",
+ "\tfig.close_ws(fig, {});\n",
+ " });\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function(el){\n",
+ " // this is important to make the div 'focusable\n",
+ " el.attr('tabindex', 0)\n",
+ " // reach out to IPython and tell the keyboard manager to turn it's self\n",
+ " // off when our div gets focus\n",
+ "\n",
+ " // location in version 3\n",
+ " if (IPython.notebook.keyboard_manager) {\n",
+ " IPython.notebook.keyboard_manager.register_events(el);\n",
+ " }\n",
+ " else {\n",
+ " // location in version 2\n",
+ " IPython.keyboard_manager.register_events(el);\n",
+ " }\n",
+ "\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
+ " var manager = IPython.notebook.keyboard_manager;\n",
+ " if (!manager)\n",
+ " manager = IPython.keyboard_manager;\n",
+ "\n",
+ " // Check for shift+enter\n",
+ " if (event.shiftKey && event.which == 13) {\n",
+ " this.canvas_div.blur();\n",
+ " event.shiftKey = false;\n",
+ " // Send a \"J\" for go to next cell\n",
+ " event.which = 74;\n",
+ " event.keyCode = 74;\n",
+ " manager.command_mode();\n",
+ " manager.handle_keydown(event);\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
+ " fig.ondownload(fig, null);\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.find_output_cell = function(html_output) {\n",
+ " // Return the cell and output element which can be found *uniquely* in the notebook.\n",
+ " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
+ " // IPython event is triggered only after the cells have been serialised, which for\n",
+ " // our purposes (turning an active figure into a static one), is too late.\n",
+ " var cells = IPython.notebook.get_cells();\n",
+ " var ncells = cells.length;\n",
+ " for (var i=0; i<ncells; i++) {\n",
+ " var cell = cells[i];\n",
+ " if (cell.cell_type === 'code'){\n",
+ " for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
+ " var data = cell.output_area.outputs[j];\n",
+ " if (data.data) {\n",
+ " // IPython >= 3 moved mimebundle to data attribute of output\n",
+ " data = data.data;\n",
+ " }\n",
+ " if (data['text/html'] == html_output) {\n",
+ " return [cell, data, j];\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "// Register the function which deals with the matplotlib target/channel.\n",
+ "// The kernel may be null if the page has been refreshed.\n",
+ "if (IPython.notebook.kernel != null) {\n",
+ " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
+ "}\n"
+ ],
+ "text/plain": [
+ "<IPython.core.display.Javascript object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "<img src=\"data:image/png;base64,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\" width=\"600\">"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/javascript": [
+ "/* Put everything inside the global mpl namespace */\n",
+ "window.mpl = {};\n",
+ "\n",
+ "\n",
+ "mpl.get_websocket_type = function() {\n",
+ " if (typeof(WebSocket) !== 'undefined') {\n",
+ " return WebSocket;\n",
+ " } else if (typeof(MozWebSocket) !== 'undefined') {\n",
+ " return MozWebSocket;\n",
+ " } else {\n",
+ " alert('Your browser does not have WebSocket support.' +\n",
+ " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
+ " 'Firefox 4 and 5 are also supported but you ' +\n",
+ " 'have to enable WebSockets in about:config.');\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
+ " this.id = figure_id;\n",
+ "\n",
+ " this.ws = websocket;\n",
+ "\n",
+ " this.supports_binary = (this.ws.binaryType != undefined);\n",
+ "\n",
+ " if (!this.supports_binary) {\n",
+ " var warnings = document.getElementById(\"mpl-warnings\");\n",
+ " if (warnings) {\n",
+ " warnings.style.display = 'block';\n",
+ " warnings.textContent = (\n",
+ " \"This browser does not support binary websocket messages. \" +\n",
+ " \"Performance may be slow.\");\n",
+ " }\n",
+ " }\n",
+ "\n",
+ " this.imageObj = new Image();\n",
+ "\n",
+ " this.context = undefined;\n",
+ " this.message = undefined;\n",
+ " this.canvas = undefined;\n",
+ " this.rubberband_canvas = undefined;\n",
+ " this.rubberband_context = undefined;\n",
+ " this.format_dropdown = undefined;\n",
+ "\n",
+ " this.image_mode = 'full';\n",
+ "\n",
+ " this.root = $('<div/>');\n",
+ " this._root_extra_style(this.root)\n",
+ " this.root.attr('style', 'display: inline-block');\n",
+ "\n",
+ " $(parent_element).append(this.root);\n",
+ "\n",
+ " this._init_header(this);\n",
+ " this._init_canvas(this);\n",
+ " this._init_toolbar(this);\n",
+ "\n",
+ " var fig = this;\n",
+ "\n",
+ " this.waiting = false;\n",
+ "\n",
+ " this.ws.onopen = function () {\n",
+ " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
+ " fig.send_message(\"send_image_mode\", {});\n",
+ " if (mpl.ratio != 1) {\n",
+ " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
+ " }\n",
+ " fig.send_message(\"refresh\", {});\n",
+ " }\n",
+ "\n",
+ " this.imageObj.onload = function() {\n",
+ " if (fig.image_mode == 'full') {\n",
+ " // Full images could contain transparency (where diff images\n",
+ " // almost always do), so we need to clear the canvas so that\n",
+ " // there is no ghosting.\n",
+ " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
+ " }\n",
+ " fig.context.drawImage(fig.imageObj, 0, 0);\n",
+ " };\n",
+ "\n",
+ " this.imageObj.onunload = function() {\n",
+ " fig.ws.close();\n",
+ " }\n",
+ "\n",
+ " this.ws.onmessage = this._make_on_message_function(this);\n",
+ "\n",
+ " this.ondownload = ondownload;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_header = function() {\n",
+ " var titlebar = $(\n",
+ " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
+ " 'ui-helper-clearfix\"/>');\n",
+ " var titletext = $(\n",
+ " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
+ " 'text-align: center; padding: 3px;\"/>');\n",
+ " titlebar.append(titletext)\n",
+ " this.root.append(titlebar);\n",
+ " this.header = titletext[0];\n",
+ "}\n",
+ "\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
+ "\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
+ "\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_canvas = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var canvas_div = $('<div/>');\n",
+ "\n",
+ " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
+ "\n",
+ " function canvas_keyboard_event(event) {\n",
+ " return fig.key_event(event, event['data']);\n",
+ " }\n",
+ "\n",
+ " canvas_div.keydown('key_press', canvas_keyboard_event);\n",
+ " canvas_div.keyup('key_release', canvas_keyboard_event);\n",
+ " this.canvas_div = canvas_div\n",
+ " this._canvas_extra_style(canvas_div)\n",
+ " this.root.append(canvas_div);\n",
+ "\n",
+ " var canvas = $('<canvas/>');\n",
+ " canvas.addClass('mpl-canvas');\n",
+ " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
+ "\n",
+ " this.canvas = canvas[0];\n",
+ " this.context = canvas[0].getContext(\"2d\");\n",
+ "\n",
+ " var backingStore = this.context.backingStorePixelRatio ||\n",
+ "\tthis.context.webkitBackingStorePixelRatio ||\n",
+ "\tthis.context.mozBackingStorePixelRatio ||\n",
+ "\tthis.context.msBackingStorePixelRatio ||\n",
+ "\tthis.context.oBackingStorePixelRatio ||\n",
+ "\tthis.context.backingStorePixelRatio || 1;\n",
+ "\n",
+ " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
+ "\n",
+ " var rubberband = $('<canvas/>');\n",
+ " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
+ "\n",
+ " var pass_mouse_events = true;\n",
+ "\n",
+ " canvas_div.resizable({\n",
+ " start: function(event, ui) {\n",
+ " pass_mouse_events = false;\n",
+ " },\n",
+ " resize: function(event, ui) {\n",
+ " fig.request_resize(ui.size.width, ui.size.height);\n",
+ " },\n",
+ " stop: function(event, ui) {\n",
+ " pass_mouse_events = true;\n",
+ " fig.request_resize(ui.size.width, ui.size.height);\n",
+ " },\n",
+ " });\n",
+ "\n",
+ " function mouse_event_fn(event) {\n",
+ " if (pass_mouse_events)\n",
+ " return fig.mouse_event(event, event['data']);\n",
+ " }\n",
+ "\n",
+ " rubberband.mousedown('button_press', mouse_event_fn);\n",
+ " rubberband.mouseup('button_release', mouse_event_fn);\n",
+ " // Throttle sequential mouse events to 1 every 20ms.\n",
+ " rubberband.mousemove('motion_notify', mouse_event_fn);\n",
+ "\n",
+ " rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
+ " rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
+ "\n",
+ " canvas_div.on(\"wheel\", function (event) {\n",
+ " event = event.originalEvent;\n",
+ " event['data'] = 'scroll'\n",
+ " if (event.deltaY < 0) {\n",
+ " event.step = 1;\n",
+ " } else {\n",
+ " event.step = -1;\n",
+ " }\n",
+ " mouse_event_fn(event);\n",
+ " });\n",
+ "\n",
+ " canvas_div.append(canvas);\n",
+ " canvas_div.append(rubberband);\n",
+ "\n",
+ " this.rubberband = rubberband;\n",
+ " this.rubberband_canvas = rubberband[0];\n",
+ " this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
+ " this.rubberband_context.strokeStyle = \"#000000\";\n",
+ "\n",
+ " this._resize_canvas = function(width, height) {\n",
+ " // Keep the size of the canvas, canvas container, and rubber band\n",
+ " // canvas in synch.\n",
+ " canvas_div.css('width', width)\n",
+ " canvas_div.css('height', height)\n",
+ "\n",
+ " canvas.attr('width', width * mpl.ratio);\n",
+ " canvas.attr('height', height * mpl.ratio);\n",
+ " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
+ "\n",
+ " rubberband.attr('width', width);\n",
+ " rubberband.attr('height', height);\n",
+ " }\n",
+ "\n",
+ " // Set the figure to an initial 600x600px, this will subsequently be updated\n",
+ " // upon first draw.\n",
+ " this._resize_canvas(600, 600);\n",
+ "\n",
+ " // Disable right mouse context menu.\n",
+ " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
+ " return false;\n",
+ " });\n",
+ "\n",
+ " function set_focus () {\n",
+ " canvas.focus();\n",
+ " canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " window.setTimeout(set_focus, 100);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var nav_element = $('<div/>')\n",
+ " nav_element.attr('style', 'width: 100%');\n",
+ " this.root.append(nav_element);\n",
+ "\n",
+ " // Define a callback function for later on.\n",
+ " function toolbar_event(event) {\n",
+ " return fig.toolbar_button_onclick(event['data']);\n",
+ " }\n",
+ " function toolbar_mouse_event(event) {\n",
+ " return fig.toolbar_button_onmouseover(event['data']);\n",
+ " }\n",
+ "\n",
+ " for(var toolbar_ind in mpl.toolbar_items) {\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) {\n",
+ " // put a spacer in here.\n",
+ " continue;\n",
+ " }\n",
+ " var button = $('<button/>');\n",
+ " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
+ " 'ui-button-icon-only');\n",
+ " button.attr('role', 'button');\n",
+ " button.attr('aria-disabled', 'false');\n",
+ " button.click(method_name, toolbar_event);\n",
+ " button.mouseover(tooltip, toolbar_mouse_event);\n",
+ "\n",
+ " var icon_img = $('<span/>');\n",
+ " icon_img.addClass('ui-button-icon-primary ui-icon');\n",
+ " icon_img.addClass(image);\n",
+ " icon_img.addClass('ui-corner-all');\n",
+ "\n",
+ " var tooltip_span = $('<span/>');\n",
+ " tooltip_span.addClass('ui-button-text');\n",
+ " tooltip_span.html(tooltip);\n",
+ "\n",
+ " button.append(icon_img);\n",
+ " button.append(tooltip_span);\n",
+ "\n",
+ " nav_element.append(button);\n",
+ " }\n",
+ "\n",
+ " var fmt_picker_span = $('<span/>');\n",
+ "\n",
+ " var fmt_picker = $('<select/>');\n",
+ " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
+ " fmt_picker_span.append(fmt_picker);\n",
+ " nav_element.append(fmt_picker_span);\n",
+ " this.format_dropdown = fmt_picker[0];\n",
+ "\n",
+ " for (var ind in mpl.extensions) {\n",
+ " var fmt = mpl.extensions[ind];\n",
+ " var option = $(\n",
+ " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
+ " fmt_picker.append(option)\n",
+ " }\n",
+ "\n",
+ " // Add hover states to the ui-buttons\n",
+ " $( \".ui-button\" ).hover(\n",
+ " function() { $(this).addClass(\"ui-state-hover\");},\n",
+ " function() { $(this).removeClass(\"ui-state-hover\");}\n",
+ " );\n",
+ "\n",
+ " var status_bar = $('<span class=\"mpl-message\"/>');\n",
+ " nav_element.append(status_bar);\n",
+ " this.message = status_bar[0];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
+ " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
+ " // which will in turn request a refresh of the image.\n",
+ " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.send_message = function(type, properties) {\n",
+ " properties['type'] = type;\n",
+ " properties['figure_id'] = this.id;\n",
+ " this.ws.send(JSON.stringify(properties));\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.send_draw_message = function() {\n",
+ " if (!this.waiting) {\n",
+ " this.waiting = true;\n",
+ " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
+ " var format_dropdown = fig.format_dropdown;\n",
+ " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
+ " fig.ondownload(fig, format);\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
+ " var size = msg['size'];\n",
+ " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
+ " fig._resize_canvas(size[0], size[1]);\n",
+ " fig.send_message(\"refresh\", {});\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
+ " var x0 = msg['x0'] / mpl.ratio;\n",
+ " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
+ " var x1 = msg['x1'] / mpl.ratio;\n",
+ " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
+ " x0 = Math.floor(x0) + 0.5;\n",
+ " y0 = Math.floor(y0) + 0.5;\n",
+ " x1 = Math.floor(x1) + 0.5;\n",
+ " y1 = Math.floor(y1) + 0.5;\n",
+ " var min_x = Math.min(x0, x1);\n",
+ " var min_y = Math.min(y0, y1);\n",
+ " var width = Math.abs(x1 - x0);\n",
+ " var height = Math.abs(y1 - y0);\n",
+ "\n",
+ " fig.rubberband_context.clearRect(\n",
+ " 0, 0, fig.canvas.width, fig.canvas.height);\n",
+ "\n",
+ " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
+ " // Updates the figure title.\n",
+ " fig.header.textContent = msg['label'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
+ " var cursor = msg['cursor'];\n",
+ " switch(cursor)\n",
+ " {\n",
+ " case 0:\n",
+ " cursor = 'pointer';\n",
+ " break;\n",
+ " case 1:\n",
+ " cursor = 'default';\n",
+ " break;\n",
+ " case 2:\n",
+ " cursor = 'crosshair';\n",
+ " break;\n",
+ " case 3:\n",
+ " cursor = 'move';\n",
+ " break;\n",
+ " }\n",
+ " fig.rubberband_canvas.style.cursor = cursor;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
+ " fig.message.textContent = msg['message'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
+ " // Request the server to send over a new figure.\n",
+ " fig.send_draw_message();\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
+ " fig.image_mode = msg['mode'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function() {\n",
+ " // Called whenever the canvas gets updated.\n",
+ " this.send_message(\"ack\", {});\n",
+ "}\n",
+ "\n",
+ "// A function to construct a web socket function for onmessage handling.\n",
+ "// Called in the figure constructor.\n",
+ "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
+ " return function socket_on_message(evt) {\n",
+ " if (evt.data instanceof Blob) {\n",
+ " /* FIXME: We get \"Resource interpreted as Image but\n",
+ " * transferred with MIME type text/plain:\" errors on\n",
+ " * Chrome. But how to set the MIME type? It doesn't seem\n",
+ " * to be part of the websocket stream */\n",
+ " evt.data.type = \"image/png\";\n",
+ "\n",
+ " /* Free the memory for the previous frames */\n",
+ " if (fig.imageObj.src) {\n",
+ " (window.URL || window.webkitURL).revokeObjectURL(\n",
+ " fig.imageObj.src);\n",
+ " }\n",
+ "\n",
+ " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
+ " evt.data);\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
+ " fig.imageObj.src = evt.data;\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var msg = JSON.parse(evt.data);\n",
+ " var msg_type = msg['type'];\n",
+ "\n",
+ " // Call the \"handle_{type}\" callback, which takes\n",
+ " // the figure and JSON message as its only arguments.\n",
+ " try {\n",
+ " var callback = fig[\"handle_\" + msg_type];\n",
+ " } catch (e) {\n",
+ " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " if (callback) {\n",
+ " try {\n",
+ " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
+ " callback(fig, msg);\n",
+ " } catch (e) {\n",
+ " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
+ " }\n",
+ " }\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
+ "mpl.findpos = function(e) {\n",
+ " //this section is from http://www.quirksmode.org/js/events_properties.html\n",
+ " var targ;\n",
+ " if (!e)\n",
+ " e = window.event;\n",
+ " if (e.target)\n",
+ " targ = e.target;\n",
+ " else if (e.srcElement)\n",
+ " targ = e.srcElement;\n",
+ " if (targ.nodeType == 3) // defeat Safari bug\n",
+ " targ = targ.parentNode;\n",
+ "\n",
+ " // jQuery normalizes the pageX and pageY\n",
+ " // pageX,Y are the mouse positions relative to the document\n",
+ " // offset() returns the position of the element relative to the document\n",
+ " var x = e.pageX - $(targ).offset().left;\n",
+ " var y = e.pageY - $(targ).offset().top;\n",
+ "\n",
+ " return {\"x\": x, \"y\": y};\n",
+ "};\n",
+ "\n",
+ "/*\n",
+ " * return a copy of an object with only non-object keys\n",
+ " * we need this to avoid circular references\n",
+ " * http://stackoverflow.com/a/24161582/3208463\n",
+ " */\n",
+ "function simpleKeys (original) {\n",
+ " return Object.keys(original).reduce(function (obj, key) {\n",
+ " if (typeof original[key] !== 'object')\n",
+ " obj[key] = original[key]\n",
+ " return obj;\n",
+ " }, {});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.mouse_event = function(event, name) {\n",
+ " var canvas_pos = mpl.findpos(event)\n",
+ "\n",
+ " if (name === 'button_press')\n",
+ " {\n",
+ " this.canvas.focus();\n",
+ " this.canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " var x = canvas_pos.x * mpl.ratio;\n",
+ " var y = canvas_pos.y * mpl.ratio;\n",
+ "\n",
+ " this.send_message(name, {x: x, y: y, button: event.button,\n",
+ " step: event.step,\n",
+ " guiEvent: simpleKeys(event)});\n",
+ "\n",
+ " /* This prevents the web browser from automatically changing to\n",
+ " * the text insertion cursor when the button is pressed. We want\n",
+ " * to control all of the cursor setting manually through the\n",
+ " * 'cursor' event from matplotlib */\n",
+ " event.preventDefault();\n",
+ " return false;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
+ " // Handle any extra behaviour associated with a key event\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.key_event = function(event, name) {\n",
+ "\n",
+ " // Prevent repeat events\n",
+ " if (name == 'key_press')\n",
+ " {\n",
+ " if (event.which === this._key)\n",
+ " return;\n",
+ " else\n",
+ " this._key = event.which;\n",
+ " }\n",
+ " if (name == 'key_release')\n",
+ " this._key = null;\n",
+ "\n",
+ " var value = '';\n",
+ " if (event.ctrlKey && event.which != 17)\n",
+ " value += \"ctrl+\";\n",
+ " if (event.altKey && event.which != 18)\n",
+ " value += \"alt+\";\n",
+ " if (event.shiftKey && event.which != 16)\n",
+ " value += \"shift+\";\n",
+ "\n",
+ " value += 'k';\n",
+ " value += event.which.toString();\n",
+ "\n",
+ " this._key_event_extra(event, name);\n",
+ "\n",
+ " this.send_message(name, {key: value,\n",
+ " guiEvent: simpleKeys(event)});\n",
+ " return false;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
+ " if (name == 'download') {\n",
+ " this.handle_save(this, null);\n",
+ " } else {\n",
+ " this.send_message(\"toolbar_button\", {name: name});\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
+ " this.message.textContent = tooltip;\n",
+ "};\n",
+ "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
+ "\n",
+ "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
+ "\n",
+ "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
+ " // Create a \"websocket\"-like object which calls the given IPython comm\n",
+ " // object with the appropriate methods. Currently this is a non binary\n",
+ " // socket, so there is still some room for performance tuning.\n",
+ " var ws = {};\n",
+ "\n",
+ " ws.close = function() {\n",
+ " comm.close()\n",
+ " };\n",
+ " ws.send = function(m) {\n",
+ " //console.log('sending', m);\n",
+ " comm.send(m);\n",
+ " };\n",
+ " // Register the callback with on_msg.\n",
+ " comm.on_msg(function(msg) {\n",
+ " //console.log('receiving', msg['content']['data'], msg);\n",
+ " // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
+ " ws.onmessage(msg['content']['data'])\n",
+ " });\n",
+ " return ws;\n",
+ "}\n",
+ "\n",
+ "mpl.mpl_figure_comm = function(comm, msg) {\n",
+ " // This is the function which gets called when the mpl process\n",
+ " // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
+ "\n",
+ " var id = msg.content.data.id;\n",
+ " // Get hold of the div created by the display call when the Comm\n",
+ " // socket was opened in Python.\n",
+ " var element = $(\"#\" + id);\n",
+ " var ws_proxy = comm_websocket_adapter(comm)\n",
+ "\n",
+ " function ondownload(figure, format) {\n",
+ " window.open(figure.imageObj.src);\n",
+ " }\n",
+ "\n",
+ " var fig = new mpl.figure(id, ws_proxy,\n",
+ " ondownload,\n",
+ " element.get(0));\n",
+ "\n",
+ " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
+ " // web socket which is closed, not our websocket->open comm proxy.\n",
+ " ws_proxy.onopen();\n",
+ "\n",
+ " fig.parent_element = element.get(0);\n",
+ " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
+ " if (!fig.cell_info) {\n",
+ " console.error(\"Failed to find cell for figure\", id, fig);\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var output_index = fig.cell_info[2]\n",
+ " var cell = fig.cell_info[0];\n",
+ "\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
+ " var width = fig.canvas.width/mpl.ratio\n",
+ " fig.root.unbind('remove')\n",
+ "\n",
+ " // Update the output cell to use the data from the current canvas.\n",
+ " fig.push_to_output();\n",
+ " var dataURL = fig.canvas.toDataURL();\n",
+ " // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
+ " // the notebook keyboard shortcuts fail.\n",
+ " IPython.keyboard_manager.enable()\n",
+ " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
+ " fig.close_ws(fig, msg);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.close_ws = function(fig, msg){\n",
+ " fig.send_message('closing', msg);\n",
+ " // fig.ws.close()\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
+ " // Turn the data on the canvas into data in the output cell.\n",
+ " var width = this.canvas.width/mpl.ratio\n",
+ " var dataURL = this.canvas.toDataURL();\n",
+ " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function() {\n",
+ " // Tell IPython that the notebook contents must change.\n",
+ " IPython.notebook.set_dirty(true);\n",
+ " this.send_message(\"ack\", {});\n",
+ " var fig = this;\n",
+ " // Wait a second, then push the new image to the DOM so\n",
+ " // that it is saved nicely (might be nice to debounce this).\n",
+ " setTimeout(function () { fig.push_to_output() }, 1000);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var nav_element = $('<div/>')\n",
+ " nav_element.attr('style', 'width: 100%');\n",
+ " this.root.append(nav_element);\n",
+ "\n",
+ " // Define a callback function for later on.\n",
+ " function toolbar_event(event) {\n",
+ " return fig.toolbar_button_onclick(event['data']);\n",
+ " }\n",
+ " function toolbar_mouse_event(event) {\n",
+ " return fig.toolbar_button_onmouseover(event['data']);\n",
+ " }\n",
+ "\n",
+ " for(var toolbar_ind in mpl.toolbar_items){\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) { continue; };\n",
+ "\n",
+ " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
+ " button.click(method_name, toolbar_event);\n",
+ " button.mouseover(tooltip, toolbar_mouse_event);\n",
+ " nav_element.append(button);\n",
+ " }\n",
+ "\n",
+ " // Add the status bar.\n",
+ " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
+ " nav_element.append(status_bar);\n",
+ " this.message = status_bar[0];\n",
+ "\n",
+ " // Add the close button to the window.\n",
+ " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
+ " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
+ " button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
+ " button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
+ " buttongrp.append(button);\n",
+ " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
+ " titlebar.prepend(buttongrp);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function(el){\n",
+ " var fig = this\n",
+ " el.on(\"remove\", function(){\n",
+ "\tfig.close_ws(fig, {});\n",
+ " });\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function(el){\n",
+ " // this is important to make the div 'focusable\n",
+ " el.attr('tabindex', 0)\n",
+ " // reach out to IPython and tell the keyboard manager to turn it's self\n",
+ " // off when our div gets focus\n",
+ "\n",
+ " // location in version 3\n",
+ " if (IPython.notebook.keyboard_manager) {\n",
+ " IPython.notebook.keyboard_manager.register_events(el);\n",
+ " }\n",
+ " else {\n",
+ " // location in version 2\n",
+ " IPython.keyboard_manager.register_events(el);\n",
+ " }\n",
+ "\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
+ " var manager = IPython.notebook.keyboard_manager;\n",
+ " if (!manager)\n",
+ " manager = IPython.keyboard_manager;\n",
+ "\n",
+ " // Check for shift+enter\n",
+ " if (event.shiftKey && event.which == 13) {\n",
+ " this.canvas_div.blur();\n",
+ " event.shiftKey = false;\n",
+ " // Send a \"J\" for go to next cell\n",
+ " event.which = 74;\n",
+ " event.keyCode = 74;\n",
+ " manager.command_mode();\n",
+ " manager.handle_keydown(event);\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
+ " fig.ondownload(fig, null);\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.find_output_cell = function(html_output) {\n",
+ " // Return the cell and output element which can be found *uniquely* in the notebook.\n",
+ " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
+ " // IPython event is triggered only after the cells have been serialised, which for\n",
+ " // our purposes (turning an active figure into a static one), is too late.\n",
+ " var cells = IPython.notebook.get_cells();\n",
+ " var ncells = cells.length;\n",
+ " for (var i=0; i<ncells; i++) {\n",
+ " var cell = cells[i];\n",
+ " if (cell.cell_type === 'code'){\n",
+ " for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
+ " var data = cell.output_area.outputs[j];\n",
+ " if (data.data) {\n",
+ " // IPython >= 3 moved mimebundle to data attribute of output\n",
+ " data = data.data;\n",
+ " }\n",
+ " if (data['text/html'] == html_output) {\n",
+ " return [cell, data, j];\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "// Register the function which deals with the matplotlib target/channel.\n",
+ "// The kernel may be null if the page has been refreshed.\n",
+ "if (IPython.notebook.kernel != null) {\n",
+ " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
+ "}\n"
+ ],
+ "text/plain": [
+ "<IPython.core.display.Javascript object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "<img src=\"data:image/png;base64,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\" width=\"640\">"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "[<matplotlib.lines.Line2D at 0x2b57b8d0d588>]"
+ ]
+ },
+ "execution_count": 13,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "params = tb.check_peak_params(run, 'FastADC0raw', bunchPattern='sase3')\n",
+ "plt.figure()\n",
+ "tb.get_dig_avg_trace(run, 'FastADC0raw').plot()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5c732409",
+ "metadata": {},
+ "source": [
+ "### Define and check new integration parameters"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "ccbfd22e",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "bunch pattern sase3: 400 pulses, 96 samples between two pulses\n",
+ "Auto-find peak params: 400 pulses, 96 samples between two pulses\n"
+ ]
+ },
+ {
+ "data": {
+ "application/javascript": [
+ "/* Put everything inside the global mpl namespace */\n",
+ "window.mpl = {};\n",
+ "\n",
+ "\n",
+ "mpl.get_websocket_type = function() {\n",
+ " if (typeof(WebSocket) !== 'undefined') {\n",
+ " return WebSocket;\n",
+ " } else if (typeof(MozWebSocket) !== 'undefined') {\n",
+ " return MozWebSocket;\n",
+ " } else {\n",
+ " alert('Your browser does not have WebSocket support.' +\n",
+ " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
+ " 'Firefox 4 and 5 are also supported but you ' +\n",
+ " 'have to enable WebSockets in about:config.');\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
+ " this.id = figure_id;\n",
+ "\n",
+ " this.ws = websocket;\n",
+ "\n",
+ " this.supports_binary = (this.ws.binaryType != undefined);\n",
+ "\n",
+ " if (!this.supports_binary) {\n",
+ " var warnings = document.getElementById(\"mpl-warnings\");\n",
+ " if (warnings) {\n",
+ " warnings.style.display = 'block';\n",
+ " warnings.textContent = (\n",
+ " \"This browser does not support binary websocket messages. \" +\n",
+ " \"Performance may be slow.\");\n",
+ " }\n",
+ " }\n",
+ "\n",
+ " this.imageObj = new Image();\n",
+ "\n",
+ " this.context = undefined;\n",
+ " this.message = undefined;\n",
+ " this.canvas = undefined;\n",
+ " this.rubberband_canvas = undefined;\n",
+ " this.rubberband_context = undefined;\n",
+ " this.format_dropdown = undefined;\n",
+ "\n",
+ " this.image_mode = 'full';\n",
+ "\n",
+ " this.root = $('<div/>');\n",
+ " this._root_extra_style(this.root)\n",
+ " this.root.attr('style', 'display: inline-block');\n",
+ "\n",
+ " $(parent_element).append(this.root);\n",
+ "\n",
+ " this._init_header(this);\n",
+ " this._init_canvas(this);\n",
+ " this._init_toolbar(this);\n",
+ "\n",
+ " var fig = this;\n",
+ "\n",
+ " this.waiting = false;\n",
+ "\n",
+ " this.ws.onopen = function () {\n",
+ " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
+ " fig.send_message(\"send_image_mode\", {});\n",
+ " if (mpl.ratio != 1) {\n",
+ " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
+ " }\n",
+ " fig.send_message(\"refresh\", {});\n",
+ " }\n",
+ "\n",
+ " this.imageObj.onload = function() {\n",
+ " if (fig.image_mode == 'full') {\n",
+ " // Full images could contain transparency (where diff images\n",
+ " // almost always do), so we need to clear the canvas so that\n",
+ " // there is no ghosting.\n",
+ " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
+ " }\n",
+ " fig.context.drawImage(fig.imageObj, 0, 0);\n",
+ " };\n",
+ "\n",
+ " this.imageObj.onunload = function() {\n",
+ " fig.ws.close();\n",
+ " }\n",
+ "\n",
+ " this.ws.onmessage = this._make_on_message_function(this);\n",
+ "\n",
+ " this.ondownload = ondownload;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_header = function() {\n",
+ " var titlebar = $(\n",
+ " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
+ " 'ui-helper-clearfix\"/>');\n",
+ " var titletext = $(\n",
+ " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
+ " 'text-align: center; padding: 3px;\"/>');\n",
+ " titlebar.append(titletext)\n",
+ " this.root.append(titlebar);\n",
+ " this.header = titletext[0];\n",
+ "}\n",
+ "\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
+ "\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
+ "\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_canvas = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var canvas_div = $('<div/>');\n",
+ "\n",
+ " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
+ "\n",
+ " function canvas_keyboard_event(event) {\n",
+ " return fig.key_event(event, event['data']);\n",
+ " }\n",
+ "\n",
+ " canvas_div.keydown('key_press', canvas_keyboard_event);\n",
+ " canvas_div.keyup('key_release', canvas_keyboard_event);\n",
+ " this.canvas_div = canvas_div\n",
+ " this._canvas_extra_style(canvas_div)\n",
+ " this.root.append(canvas_div);\n",
+ "\n",
+ " var canvas = $('<canvas/>');\n",
+ " canvas.addClass('mpl-canvas');\n",
+ " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
+ "\n",
+ " this.canvas = canvas[0];\n",
+ " this.context = canvas[0].getContext(\"2d\");\n",
+ "\n",
+ " var backingStore = this.context.backingStorePixelRatio ||\n",
+ "\tthis.context.webkitBackingStorePixelRatio ||\n",
+ "\tthis.context.mozBackingStorePixelRatio ||\n",
+ "\tthis.context.msBackingStorePixelRatio ||\n",
+ "\tthis.context.oBackingStorePixelRatio ||\n",
+ "\tthis.context.backingStorePixelRatio || 1;\n",
+ "\n",
+ " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
+ "\n",
+ " var rubberband = $('<canvas/>');\n",
+ " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
+ "\n",
+ " var pass_mouse_events = true;\n",
+ "\n",
+ " canvas_div.resizable({\n",
+ " start: function(event, ui) {\n",
+ " pass_mouse_events = false;\n",
+ " },\n",
+ " resize: function(event, ui) {\n",
+ " fig.request_resize(ui.size.width, ui.size.height);\n",
+ " },\n",
+ " stop: function(event, ui) {\n",
+ " pass_mouse_events = true;\n",
+ " fig.request_resize(ui.size.width, ui.size.height);\n",
+ " },\n",
+ " });\n",
+ "\n",
+ " function mouse_event_fn(event) {\n",
+ " if (pass_mouse_events)\n",
+ " return fig.mouse_event(event, event['data']);\n",
+ " }\n",
+ "\n",
+ " rubberband.mousedown('button_press', mouse_event_fn);\n",
+ " rubberband.mouseup('button_release', mouse_event_fn);\n",
+ " // Throttle sequential mouse events to 1 every 20ms.\n",
+ " rubberband.mousemove('motion_notify', mouse_event_fn);\n",
+ "\n",
+ " rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
+ " rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
+ "\n",
+ " canvas_div.on(\"wheel\", function (event) {\n",
+ " event = event.originalEvent;\n",
+ " event['data'] = 'scroll'\n",
+ " if (event.deltaY < 0) {\n",
+ " event.step = 1;\n",
+ " } else {\n",
+ " event.step = -1;\n",
+ " }\n",
+ " mouse_event_fn(event);\n",
+ " });\n",
+ "\n",
+ " canvas_div.append(canvas);\n",
+ " canvas_div.append(rubberband);\n",
+ "\n",
+ " this.rubberband = rubberband;\n",
+ " this.rubberband_canvas = rubberband[0];\n",
+ " this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
+ " this.rubberband_context.strokeStyle = \"#000000\";\n",
+ "\n",
+ " this._resize_canvas = function(width, height) {\n",
+ " // Keep the size of the canvas, canvas container, and rubber band\n",
+ " // canvas in synch.\n",
+ " canvas_div.css('width', width)\n",
+ " canvas_div.css('height', height)\n",
+ "\n",
+ " canvas.attr('width', width * mpl.ratio);\n",
+ " canvas.attr('height', height * mpl.ratio);\n",
+ " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
+ "\n",
+ " rubberband.attr('width', width);\n",
+ " rubberband.attr('height', height);\n",
+ " }\n",
+ "\n",
+ " // Set the figure to an initial 600x600px, this will subsequently be updated\n",
+ " // upon first draw.\n",
+ " this._resize_canvas(600, 600);\n",
+ "\n",
+ " // Disable right mouse context menu.\n",
+ " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
+ " return false;\n",
+ " });\n",
+ "\n",
+ " function set_focus () {\n",
+ " canvas.focus();\n",
+ " canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " window.setTimeout(set_focus, 100);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var nav_element = $('<div/>')\n",
+ " nav_element.attr('style', 'width: 100%');\n",
+ " this.root.append(nav_element);\n",
+ "\n",
+ " // Define a callback function for later on.\n",
+ " function toolbar_event(event) {\n",
+ " return fig.toolbar_button_onclick(event['data']);\n",
+ " }\n",
+ " function toolbar_mouse_event(event) {\n",
+ " return fig.toolbar_button_onmouseover(event['data']);\n",
+ " }\n",
+ "\n",
+ " for(var toolbar_ind in mpl.toolbar_items) {\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) {\n",
+ " // put a spacer in here.\n",
+ " continue;\n",
+ " }\n",
+ " var button = $('<button/>');\n",
+ " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
+ " 'ui-button-icon-only');\n",
+ " button.attr('role', 'button');\n",
+ " button.attr('aria-disabled', 'false');\n",
+ " button.click(method_name, toolbar_event);\n",
+ " button.mouseover(tooltip, toolbar_mouse_event);\n",
+ "\n",
+ " var icon_img = $('<span/>');\n",
+ " icon_img.addClass('ui-button-icon-primary ui-icon');\n",
+ " icon_img.addClass(image);\n",
+ " icon_img.addClass('ui-corner-all');\n",
+ "\n",
+ " var tooltip_span = $('<span/>');\n",
+ " tooltip_span.addClass('ui-button-text');\n",
+ " tooltip_span.html(tooltip);\n",
+ "\n",
+ " button.append(icon_img);\n",
+ " button.append(tooltip_span);\n",
+ "\n",
+ " nav_element.append(button);\n",
+ " }\n",
+ "\n",
+ " var fmt_picker_span = $('<span/>');\n",
+ "\n",
+ " var fmt_picker = $('<select/>');\n",
+ " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
+ " fmt_picker_span.append(fmt_picker);\n",
+ " nav_element.append(fmt_picker_span);\n",
+ " this.format_dropdown = fmt_picker[0];\n",
+ "\n",
+ " for (var ind in mpl.extensions) {\n",
+ " var fmt = mpl.extensions[ind];\n",
+ " var option = $(\n",
+ " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
+ " fmt_picker.append(option)\n",
+ " }\n",
+ "\n",
+ " // Add hover states to the ui-buttons\n",
+ " $( \".ui-button\" ).hover(\n",
+ " function() { $(this).addClass(\"ui-state-hover\");},\n",
+ " function() { $(this).removeClass(\"ui-state-hover\");}\n",
+ " );\n",
+ "\n",
+ " var status_bar = $('<span class=\"mpl-message\"/>');\n",
+ " nav_element.append(status_bar);\n",
+ " this.message = status_bar[0];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
+ " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
+ " // which will in turn request a refresh of the image.\n",
+ " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.send_message = function(type, properties) {\n",
+ " properties['type'] = type;\n",
+ " properties['figure_id'] = this.id;\n",
+ " this.ws.send(JSON.stringify(properties));\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.send_draw_message = function() {\n",
+ " if (!this.waiting) {\n",
+ " this.waiting = true;\n",
+ " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
+ " var format_dropdown = fig.format_dropdown;\n",
+ " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
+ " fig.ondownload(fig, format);\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
+ " var size = msg['size'];\n",
+ " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
+ " fig._resize_canvas(size[0], size[1]);\n",
+ " fig.send_message(\"refresh\", {});\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
+ " var x0 = msg['x0'] / mpl.ratio;\n",
+ " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
+ " var x1 = msg['x1'] / mpl.ratio;\n",
+ " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
+ " x0 = Math.floor(x0) + 0.5;\n",
+ " y0 = Math.floor(y0) + 0.5;\n",
+ " x1 = Math.floor(x1) + 0.5;\n",
+ " y1 = Math.floor(y1) + 0.5;\n",
+ " var min_x = Math.min(x0, x1);\n",
+ " var min_y = Math.min(y0, y1);\n",
+ " var width = Math.abs(x1 - x0);\n",
+ " var height = Math.abs(y1 - y0);\n",
+ "\n",
+ " fig.rubberband_context.clearRect(\n",
+ " 0, 0, fig.canvas.width, fig.canvas.height);\n",
+ "\n",
+ " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
+ " // Updates the figure title.\n",
+ " fig.header.textContent = msg['label'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
+ " var cursor = msg['cursor'];\n",
+ " switch(cursor)\n",
+ " {\n",
+ " case 0:\n",
+ " cursor = 'pointer';\n",
+ " break;\n",
+ " case 1:\n",
+ " cursor = 'default';\n",
+ " break;\n",
+ " case 2:\n",
+ " cursor = 'crosshair';\n",
+ " break;\n",
+ " case 3:\n",
+ " cursor = 'move';\n",
+ " break;\n",
+ " }\n",
+ " fig.rubberband_canvas.style.cursor = cursor;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_message = function(fig, msg) {\n",
+ " fig.message.textContent = msg['message'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
+ " // Request the server to send over a new figure.\n",
+ " fig.send_draw_message();\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
+ " fig.image_mode = msg['mode'];\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function() {\n",
+ " // Called whenever the canvas gets updated.\n",
+ " this.send_message(\"ack\", {});\n",
+ "}\n",
+ "\n",
+ "// A function to construct a web socket function for onmessage handling.\n",
+ "// Called in the figure constructor.\n",
+ "mpl.figure.prototype._make_on_message_function = function(fig) {\n",
+ " return function socket_on_message(evt) {\n",
+ " if (evt.data instanceof Blob) {\n",
+ " /* FIXME: We get \"Resource interpreted as Image but\n",
+ " * transferred with MIME type text/plain:\" errors on\n",
+ " * Chrome. But how to set the MIME type? It doesn't seem\n",
+ " * to be part of the websocket stream */\n",
+ " evt.data.type = \"image/png\";\n",
+ "\n",
+ " /* Free the memory for the previous frames */\n",
+ " if (fig.imageObj.src) {\n",
+ " (window.URL || window.webkitURL).revokeObjectURL(\n",
+ " fig.imageObj.src);\n",
+ " }\n",
+ "\n",
+ " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
+ " evt.data);\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
+ " fig.imageObj.src = evt.data;\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var msg = JSON.parse(evt.data);\n",
+ " var msg_type = msg['type'];\n",
+ "\n",
+ " // Call the \"handle_{type}\" callback, which takes\n",
+ " // the figure and JSON message as its only arguments.\n",
+ " try {\n",
+ " var callback = fig[\"handle_\" + msg_type];\n",
+ " } catch (e) {\n",
+ " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " if (callback) {\n",
+ " try {\n",
+ " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
+ " callback(fig, msg);\n",
+ " } catch (e) {\n",
+ " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
+ " }\n",
+ " }\n",
+ " };\n",
+ "}\n",
+ "\n",
+ "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
+ "mpl.findpos = function(e) {\n",
+ " //this section is from http://www.quirksmode.org/js/events_properties.html\n",
+ " var targ;\n",
+ " if (!e)\n",
+ " e = window.event;\n",
+ " if (e.target)\n",
+ " targ = e.target;\n",
+ " else if (e.srcElement)\n",
+ " targ = e.srcElement;\n",
+ " if (targ.nodeType == 3) // defeat Safari bug\n",
+ " targ = targ.parentNode;\n",
+ "\n",
+ " // jQuery normalizes the pageX and pageY\n",
+ " // pageX,Y are the mouse positions relative to the document\n",
+ " // offset() returns the position of the element relative to the document\n",
+ " var x = e.pageX - $(targ).offset().left;\n",
+ " var y = e.pageY - $(targ).offset().top;\n",
+ "\n",
+ " return {\"x\": x, \"y\": y};\n",
+ "};\n",
+ "\n",
+ "/*\n",
+ " * return a copy of an object with only non-object keys\n",
+ " * we need this to avoid circular references\n",
+ " * http://stackoverflow.com/a/24161582/3208463\n",
+ " */\n",
+ "function simpleKeys (original) {\n",
+ " return Object.keys(original).reduce(function (obj, key) {\n",
+ " if (typeof original[key] !== 'object')\n",
+ " obj[key] = original[key]\n",
+ " return obj;\n",
+ " }, {});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.mouse_event = function(event, name) {\n",
+ " var canvas_pos = mpl.findpos(event)\n",
+ "\n",
+ " if (name === 'button_press')\n",
+ " {\n",
+ " this.canvas.focus();\n",
+ " this.canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " var x = canvas_pos.x * mpl.ratio;\n",
+ " var y = canvas_pos.y * mpl.ratio;\n",
+ "\n",
+ " this.send_message(name, {x: x, y: y, button: event.button,\n",
+ " step: event.step,\n",
+ " guiEvent: simpleKeys(event)});\n",
+ "\n",
+ " /* This prevents the web browser from automatically changing to\n",
+ " * the text insertion cursor when the button is pressed. We want\n",
+ " * to control all of the cursor setting manually through the\n",
+ " * 'cursor' event from matplotlib */\n",
+ " event.preventDefault();\n",
+ " return false;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
+ " // Handle any extra behaviour associated with a key event\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.key_event = function(event, name) {\n",
+ "\n",
+ " // Prevent repeat events\n",
+ " if (name == 'key_press')\n",
+ " {\n",
+ " if (event.which === this._key)\n",
+ " return;\n",
+ " else\n",
+ " this._key = event.which;\n",
+ " }\n",
+ " if (name == 'key_release')\n",
+ " this._key = null;\n",
+ "\n",
+ " var value = '';\n",
+ " if (event.ctrlKey && event.which != 17)\n",
+ " value += \"ctrl+\";\n",
+ " if (event.altKey && event.which != 18)\n",
+ " value += \"alt+\";\n",
+ " if (event.shiftKey && event.which != 16)\n",
+ " value += \"shift+\";\n",
+ "\n",
+ " value += 'k';\n",
+ " value += event.which.toString();\n",
+ "\n",
+ " this._key_event_extra(event, name);\n",
+ "\n",
+ " this.send_message(name, {key: value,\n",
+ " guiEvent: simpleKeys(event)});\n",
+ " return false;\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
+ " if (name == 'download') {\n",
+ " this.handle_save(this, null);\n",
+ " } else {\n",
+ " this.send_message(\"toolbar_button\", {name: name});\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
+ " this.message.textContent = tooltip;\n",
+ "};\n",
+ "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
+ "\n",
+ "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
+ "\n",
+ "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
+ " // Create a \"websocket\"-like object which calls the given IPython comm\n",
+ " // object with the appropriate methods. Currently this is a non binary\n",
+ " // socket, so there is still some room for performance tuning.\n",
+ " var ws = {};\n",
+ "\n",
+ " ws.close = function() {\n",
+ " comm.close()\n",
+ " };\n",
+ " ws.send = function(m) {\n",
+ " //console.log('sending', m);\n",
+ " comm.send(m);\n",
+ " };\n",
+ " // Register the callback with on_msg.\n",
+ " comm.on_msg(function(msg) {\n",
+ " //console.log('receiving', msg['content']['data'], msg);\n",
+ " // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
+ " ws.onmessage(msg['content']['data'])\n",
+ " });\n",
+ " return ws;\n",
+ "}\n",
+ "\n",
+ "mpl.mpl_figure_comm = function(comm, msg) {\n",
+ " // This is the function which gets called when the mpl process\n",
+ " // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
+ "\n",
+ " var id = msg.content.data.id;\n",
+ " // Get hold of the div created by the display call when the Comm\n",
+ " // socket was opened in Python.\n",
+ " var element = $(\"#\" + id);\n",
+ " var ws_proxy = comm_websocket_adapter(comm)\n",
+ "\n",
+ " function ondownload(figure, format) {\n",
+ " window.open(figure.imageObj.src);\n",
+ " }\n",
+ "\n",
+ " var fig = new mpl.figure(id, ws_proxy,\n",
+ " ondownload,\n",
+ " element.get(0));\n",
+ "\n",
+ " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
+ " // web socket which is closed, not our websocket->open comm proxy.\n",
+ " ws_proxy.onopen();\n",
+ "\n",
+ " fig.parent_element = element.get(0);\n",
+ " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
+ " if (!fig.cell_info) {\n",
+ " console.error(\"Failed to find cell for figure\", id, fig);\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var output_index = fig.cell_info[2]\n",
+ " var cell = fig.cell_info[0];\n",
+ "\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_close = function(fig, msg) {\n",
+ " var width = fig.canvas.width/mpl.ratio\n",
+ " fig.root.unbind('remove')\n",
+ "\n",
+ " // Update the output cell to use the data from the current canvas.\n",
+ " fig.push_to_output();\n",
+ " var dataURL = fig.canvas.toDataURL();\n",
+ " // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
+ " // the notebook keyboard shortcuts fail.\n",
+ " IPython.keyboard_manager.enable()\n",
+ " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
+ " fig.close_ws(fig, msg);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.close_ws = function(fig, msg){\n",
+ " fig.send_message('closing', msg);\n",
+ " // fig.ws.close()\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
+ " // Turn the data on the canvas into data in the output cell.\n",
+ " var width = this.canvas.width/mpl.ratio\n",
+ " var dataURL = this.canvas.toDataURL();\n",
+ " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function() {\n",
+ " // Tell IPython that the notebook contents must change.\n",
+ " IPython.notebook.set_dirty(true);\n",
+ " this.send_message(\"ack\", {});\n",
+ " var fig = this;\n",
+ " // Wait a second, then push the new image to the DOM so\n",
+ " // that it is saved nicely (might be nice to debounce this).\n",
+ " setTimeout(function () { fig.push_to_output() }, 1000);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function() {\n",
+ " var fig = this;\n",
+ "\n",
+ " var nav_element = $('<div/>')\n",
+ " nav_element.attr('style', 'width: 100%');\n",
+ " this.root.append(nav_element);\n",
+ "\n",
+ " // Define a callback function for later on.\n",
+ " function toolbar_event(event) {\n",
+ " return fig.toolbar_button_onclick(event['data']);\n",
+ " }\n",
+ " function toolbar_mouse_event(event) {\n",
+ " return fig.toolbar_button_onmouseover(event['data']);\n",
+ " }\n",
+ "\n",
+ " for(var toolbar_ind in mpl.toolbar_items){\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) { continue; };\n",
+ "\n",
+ " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
+ " button.click(method_name, toolbar_event);\n",
+ " button.mouseover(tooltip, toolbar_mouse_event);\n",
+ " nav_element.append(button);\n",
+ " }\n",
+ "\n",
+ " // Add the status bar.\n",
+ " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
+ " nav_element.append(status_bar);\n",
+ " this.message = status_bar[0];\n",
+ "\n",
+ " // Add the close button to the window.\n",
+ " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
+ " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
+ " button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
+ " button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
+ " buttongrp.append(button);\n",
+ " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
+ " titlebar.prepend(buttongrp);\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function(el){\n",
+ " var fig = this\n",
+ " el.on(\"remove\", function(){\n",
+ "\tfig.close_ws(fig, {});\n",
+ " });\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function(el){\n",
+ " // this is important to make the div 'focusable\n",
+ " el.attr('tabindex', 0)\n",
+ " // reach out to IPython and tell the keyboard manager to turn it's self\n",
+ " // off when our div gets focus\n",
+ "\n",
+ " // location in version 3\n",
+ " if (IPython.notebook.keyboard_manager) {\n",
+ " IPython.notebook.keyboard_manager.register_events(el);\n",
+ " }\n",
+ " else {\n",
+ " // location in version 2\n",
+ " IPython.keyboard_manager.register_events(el);\n",
+ " }\n",
+ "\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function(event, name) {\n",
+ " var manager = IPython.notebook.keyboard_manager;\n",
+ " if (!manager)\n",
+ " manager = IPython.keyboard_manager;\n",
+ "\n",
+ " // Check for shift+enter\n",
+ " if (event.shiftKey && event.which == 13) {\n",
+ " this.canvas_div.blur();\n",
+ " event.shiftKey = false;\n",
+ " // Send a \"J\" for go to next cell\n",
+ " event.which = 74;\n",
+ " event.keyCode = 74;\n",
+ " manager.command_mode();\n",
+ " manager.handle_keydown(event);\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function(fig, msg) {\n",
+ " fig.ondownload(fig, null);\n",
+ "}\n",
+ "\n",
+ "\n",
+ "mpl.find_output_cell = function(html_output) {\n",
+ " // Return the cell and output element which can be found *uniquely* in the notebook.\n",
+ " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
+ " // IPython event is triggered only after the cells have been serialised, which for\n",
+ " // our purposes (turning an active figure into a static one), is too late.\n",
+ " var cells = IPython.notebook.get_cells();\n",
+ " var ncells = cells.length;\n",
+ " for (var i=0; i<ncells; i++) {\n",
+ " var cell = cells[i];\n",
+ " if (cell.cell_type === 'code'){\n",
+ " for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
+ " var data = cell.output_area.outputs[j];\n",
+ " if (data.data) {\n",
+ " // IPython >= 3 moved mimebundle to data attribute of output\n",
+ " data = data.data;\n",
+ " }\n",
+ " if (data['text/html'] == html_output) {\n",
+ " return [cell, data, j];\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "// Register the function which deals with the matplotlib target/channel.\n",
+ "// The kernel may be null if the page has been refreshed.\n",
+ "if (IPython.notebook.kernel != null) {\n",
+ " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
+ "}\n"
+ ],
+ "text/plain": [
+ "<IPython.core.display.Javascript object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "<img src=\"data:image/png;base64,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\" width=\"600\">"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/plain": [
+ "{'pulseStart': 22491,\n",
+ " 'pulseStop': 22525,\n",
+ " 'baseStart': 22480,\n",
+ " 'baseStop': 22485,\n",
+ " 'period': 96,\n",
+ " 'npulses': 400}"
+ ]
+ },
+ "execution_count": 14,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "params['period'] = 96\n",
+ "params['npulses'] = 400\n",
+ "params['pulseStart'] = 22491\n",
+ "params['pulseStop'] = 22525\n",
+ "params['baseStart'] = 22480\n",
+ "params['baseStop'] = 22485\n",
+ "\n",
+ "params = tb.check_peak_params(run, 'FastADC0raw',\n",
+ " bunchPattern='sase3', params=params, )\n",
+ "params"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ff86780b",
+ "metadata": {},
+ "source": [
+ "### Reload data with raw trace and extract peaks using the new integration parameters"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "4225c153",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (pulse_slot: 2700, sa3_pId: 400, trainId: 1817)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1471028273 1471028274 ... 1471028272\n",
+ " * sa3_pId (sa3_pId) int64 1056 1060 1064 1068 ... 2644 2648 2652\n",
+ "Dimensions without coordinates: pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2146089 0 ... 16777216\n",
+ " chem_Y (trainId) float32 224.2802 224.28229 ... 224.2802\n",
+ " FastADC0peaks (trainId, sa3_pId) float64 239.0 9.5 ... -69.0 101.5\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p002953/raw/r0001</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-7043deee-5aef-45da-854f-b40f215a1e5d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7043deee-5aef-45da-854f-b40f215a1e5d' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>pulse_slot</span>: 2700</li><li><span class='xr-has-index'>sa3_pId</span>: 400</li><li><span class='xr-has-index'>trainId</span>: 1817</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-6946dfbb-b9b1-4c34-a41c-152823ce8335' class='xr-section-summary-in' type='checkbox' checked><label for='section-6946dfbb-b9b1-4c34-a41c-152823ce8335' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>1471028273 ... 1471028272</div><input id='attrs-089b892b-26da-440a-8129-9aa107dd06d6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-089b892b-26da-440a-8129-9aa107dd06d6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-97c15a34-3e19-45f5-873c-004b27af5348' class='xr-var-data-in' type='checkbox'><label for='data-97c15a34-3e19-45f5-873c-004b27af5348' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1471028273, 1471028274, 1471028275, ..., 1471028270, 1471028271,\n",
+ " 1471028272], dtype=uint64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa3_pId</span></div><div class='xr-var-dims'>(sa3_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1056 1060 1064 ... 2644 2648 2652</div><input id='attrs-d7cf2147-06e5-4273-97a9-d611559007e6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d7cf2147-06e5-4273-97a9-d611559007e6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e28a03eb-8ca5-4583-8253-d249b35237ef' class='xr-var-data-in' type='checkbox'><label for='data-e28a03eb-8ca5-4583-8253-d249b35237ef' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1056, 1060, 1064, ..., 2644, 2648, 2652])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2d9e7a87-b051-4aaf-8a17-8cd129970e59' class='xr-section-summary-in' type='checkbox' checked><label for='section-2d9e7a87-b051-4aaf-8a17-8cd129970e59' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(trainId, pulse_slot)</div><div class='xr-var-dtype'>uint32</div><div class='xr-var-preview xr-preview'>2146089 0 ... 16777216 16777216</div><input id='attrs-dcd2e909-e64a-4705-af8b-df1850052314' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dcd2e909-e64a-4705-af8b-df1850052314' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-51a128df-9baf-46ac-9aad-85ee9e968f28' class='xr-var-data-in' type='checkbox'><label for='data-51a128df-9baf-46ac-9aad-85ee9e968f28' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 2146089, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " ...,\n",
+ " [ 2146089, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2146089, 0, 2097193, ..., 16777216, 16777216, 16777216],\n",
+ " [ 2211625, 0, 2097193, ..., 16777216, 16777216, 16777216]],\n",
+ " dtype=uint32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>chem_Y</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>224.2802 224.28229 ... 224.2802</div><input id='attrs-d90379bd-f8fd-4c16-8a59-17f380df81bf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d90379bd-f8fd-4c16-8a59-17f380df81bf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0d46a78b-af53-4734-8116-257139ab8aff' class='xr-var-data-in' type='checkbox'><label for='data-0d46a78b-af53-4734-8116-257139ab8aff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([224.2802 , 224.28229, 224.28229, ..., 224.2802 , 224.2802 ,\n",
+ " 224.2802 ], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FastADC0peaks</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>239.0 9.5 -169.0 ... -69.0 101.5</div><input id='attrs-c5b16cb2-b990-4a3d-8908-b9873de9d990' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c5b16cb2-b990-4a3d-8908-b9873de9d990' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1e948a55-3e65-463a-b5a1-b42fabcc297d' class='xr-var-data-in' type='checkbox'><label for='data-1e948a55-3e65-463a-b5a1-b42fabcc297d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 239. , 9.5, -169. , ..., 53.5, 51.5, 113. ],\n",
+ " [-127.5, 47. , -22. , ..., 297.5, 115. , 322. ],\n",
+ " [ 209.5, -281. , -221.5, ..., 33.5, -19.5, 31.5],\n",
+ " ...,\n",
+ " [ 186. , 117. , -55.5, ..., -3. , -91. , -61. ],\n",
+ " [-284.5, -129. , -23.5, ..., 16. , -126. , 120.5],\n",
+ " [-100.5, -339. , 11. , ..., -126. , -69. , 101.5]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-928505e0-a653-4fc4-94ba-fe76bdf2fe37' class='xr-section-summary-in' type='checkbox' checked><label for='section-928505e0-a653-4fc4-94ba-fe76bdf2fe37' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202202/p002953/raw/r0001</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (pulse_slot: 2700, sa3_pId: 400, trainId: 1817)\n",
+ "Coordinates:\n",
+ " * trainId (trainId) uint64 1471028273 1471028274 ... 1471028272\n",
+ " * sa3_pId (sa3_pId) int64 1056 1060 1064 1068 ... 2644 2648 2652\n",
+ "Dimensions without coordinates: pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2146089 0 ... 16777216\n",
+ " chem_Y (trainId) float32 224.2802 224.28229 ... 224.2802\n",
+ " FastADC0peaks (trainId, sa3_pId) float64 239.0 9.5 ... -69.0 101.5\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202202/p002953/raw/r0001"
+ ]
+ },
+ "execution_count": 15,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "run, ds = tb.load(proposal, runNB, fields, extract_fadc=False)\n",
+ "ds = tb.get_digitizer_peaks(run, 'FastADC0raw', merge_with=ds,\n",
+ " integParams=params, bunchPattern='sase3')\n",
+ "ds"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3d0d64a0",
+ "metadata": {},
+ "source": [
+ "Note that the `mnemonics` parameter in `get_digitizer_peaks` can take a list of mnemonics, so this peak extraction can be simultaneoulsy applied to various channels of a same digitizer (`mnemonics=['FastADC2_5raw', 'FastADC2_9raw']` for instance)."
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "xfel (Python 3.7)",
+ "language": "python",
+ "name": "xfel"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.7.3"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/doc/Loading_data_in_memory.ipynb b/doc/Loading_data_in_memory.ipynb
index 0b9fabebedcf2f4e36eb27c763c9abafae1c3e4e..aaea61bf2674093a802d14b169643511ca8287f6 100644
--- a/doc/Loading_data_in_memory.ipynb
+++ b/doc/Loading_data_in_memory.ipynb
@@ -28,6 +28,13 @@
"execution_count": 1,
"metadata": {},
"outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Cupy is not installed in this environment, no access to the GPU\n"
+ ]
+ },
{
"data": {
"text/plain": [
@@ -60,10 +67,10 @@
"outputs": [],
"source": [
"# providing the proposal and run numbers\n",
- "run_mnemonics = tb.mnemonics_for_run(2212, 213)\n",
+ "run_mnemonics = tb.mnemonics_for_run(3485, 52)\n",
"\n",
"# alternative, providing the DataCollection as input argument\n",
- "run = tb.open_run(2212, 213)\n",
+ "run = tb.open_run(3485, 52)\n",
"run_mnemonics = tb.mnemonics_for_run(run)"
]
},
@@ -75,7 +82,7 @@
{
"data": {
"text/plain": [
- "dict_keys(['sase3', 'sase2', 'sase1', 'maindump', 'bunchpattern', 'bunchPatternTable', 'npulses_sase3', 'npulses_sase1', 'nrj', 'XTD10_photonFlux', 'XTD10_photonFlux_sigma', 'XTD10_XGM', 'XTD10_XGM_sigma', 'XTD10_SA3', 'XTD10_SA3_sigma', 'XTD10_SA1', 'XTD10_SA1_sigma', 'XTD10_slowTrain', 'XTD10_slowTrain_SA1', 'XTD10_slowTrain_SA3', 'SCS_photonFlux', 'SCS_photonFlux_sigma', 'SCS_XGM', 'SCS_XGM_sigma', 'SCS_SA1', 'SCS_SA1_sigma', 'SCS_SA3', 'SCS_SA3_sigma', 'SCS_slowTrain', 'SCS_slowTrain_SA1', 'SCS_slowTrain_SA3', 'AFS_FocusLens', 'PP800_PhaseShifter', 'PP800_DelayLine', 'PP800_HalfWP', 'PP800_FocusLens', 'PP800_TeleLens', 'MCP1apd', 'MCP1raw', 'MCP2apd', 'MCP2raw', 'MCP3apd', 'MCP3raw', 'MCP4apd', 'MCP4raw', 'FastADC0peaks', 'FastADC0raw', 'FastADC1peaks', 'FastADC1raw', 'FastADC2peaks', 'FastADC2raw', 'FastADC3peaks', 'FastADC3raw', 'FastADC4peaks', 'FastADC4raw', 'FastADC5peaks', 'FastADC5raw', 'FastADC6peaks', 'FastADC6raw', 'FastADC7peaks', 'FastADC7raw', 'FastADC8peaks', 'FastADC8raw', 'FastADC9peaks', 'FastADC9raw'])"
+ "dict_keys(['sase3', 'sase2', 'sase1', 'laser', 'maindump', 'bunchpattern', 'bunchPatternTable', 'npulses_sase3', 'npulses_sase1', 'npulses_laser', 'BAM414', 'BAM1932M', 'BAM1932S', 'nrj', 'nrj_target', 'mono_order', 'M2BEND', 'tpi', 'VSLIT', 'ESLIT', 'HSLIT', 'transmission', 'transmission_setpoint', 'transmission_col2', 'GATT_pressure', 'UND', 'UND2', 'UND3', 'XTD10_photonFlux', 'XTD10_photonFlux_sigma', 'XTD10_XGM', 'XTD10_XGM_sigma', 'XTD10_SA3', 'XTD10_SA3_sigma', 'XTD10_SA1', 'XTD10_SA1_sigma', 'XTD10_slowTrain', 'XTD10_slowTrain_SA1', 'XTD10_slowTrain_SA3', 'SCS_photonFlux', 'SCS_photonFlux_sigma', 'SCS_HAMP_HV', 'SCS_XGM', 'SCS_XGM_sigma', 'SCS_SA1', 'SCS_SA1_sigma', 'SCS_SA3', 'SCS_SA3_sigma', 'SCS_slowTrain', 'SCS_slowTrain_SA1', 'SCS_slowTrain_SA3', 'AFS_DelayLine', 'AFS_FocusLens', 'PP800_PhaseShifter', 'PP800_SynchDelayLine', 'PP800_DelayLine', 'PP800_HalfWP', 'PP800_FocusLens', 'FFT_FocusLens', 'hRIXS_det', 'hRIXS_exposure', 'hRIXS_delay', 'hRIXS_index', 'hRIXS_norm', 'hRIXS_ABB', 'hRIXS_ABL', 'hRIXS_ABR', 'hRIXS_ABT', 'hRIXS_DRX', 'hRIXS_DTY1', 'hRIXS_DTZ', 'hRIXS_GMX', 'hRIXS_GRX', 'hRIXS_GTLY', 'hRIXS_GTRY', 'hRIXS_GTX', 'hRIXS_GTZ', 'XRD_DRY', 'XRD_SRX', 'XRD_SRY', 'XRD_SRZ', 'XRD_STX', 'XRD_STY', 'XRD_STZ', 'XRD_SXT1Y', 'XRD_SXT2Y', 'XRD_SXTX', 'XRD_SXTZ', 'FastADC0peaks', 'FastADC0raw', 'FastADC1peaks', 'FastADC1raw', 'FastADC2peaks', 'FastADC2raw', 'FastADC3peaks', 'FastADC3raw', 'FastADC4peaks', 'FastADC4raw', 'FastADC5peaks', 'FastADC5raw', 'FastADC6peaks', 'FastADC6raw', 'FastADC7peaks', 'FastADC7raw', 'FastADC8peaks', 'FastADC8raw', 'FastADC9peaks', 'FastADC9raw', 'FastADC2_0peaks', 'FastADC2_0raw', 'FastADC2_1peaks', 'FastADC2_1raw', 'FastADC2_2peaks', 'FastADC2_2raw', 'FastADC2_3peaks', 'FastADC2_3raw', 'FastADC2_4peaks', 'FastADC2_4raw', 'FastADC2_5peaks', 'FastADC2_5raw', 'FastADC2_6peaks', 'FastADC2_6raw', 'FastADC2_7peaks', 'FastADC2_7raw', 'FastADC2_8peaks', 'FastADC2_8raw', 'FastADC2_9peaks', 'FastADC2_9raw'])"
]
},
"execution_count": 3,
@@ -98,6 +105,175 @@
"</div>"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "It is possible to extract the \"run value\" (see EXtra-Data [get_run_value()](https://extra-data.readthedocs.io/en/latest/reading_files.html#extra_data.DataCollection.get_run_value) for details) of a source/key combination by using the function `load_run_values()`.\n",
+ "\n",
+ "This is a convenient way of quickly checking the values of the most relevant parameters of a run, like the opening of the exit slit of the monochromator ('ESLIT' im mm) or the transmission of the gas attenuator ('transmission' in %) without loading the full data, which would take much more time and require large memory.\n",
+ "\n",
+ "The run value is indeed only one value. This means that the variables that have more than one values like digitizer or 2D detectors do not have a run value. The corresponding mnemonics get a run value of `None`, as in the following example:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'sase3': array([612, 616, 620, ..., 1, 1, 1], dtype=int32),\n",
+ " 'sase2': array([150, 0, 0, ..., 0, 0, 0], dtype=int32),\n",
+ " 'sase1': array([610, 674, 738, ..., 1, 1, 1], dtype=int32),\n",
+ " 'laser': array([ 0, 40, 80, ..., 0, 0, 0], dtype=int32),\n",
+ " 'maindump': array([0, 2, 4, ..., 1, 1, 1], dtype=int32),\n",
+ " 'bunchpattern': 1,\n",
+ " 'bunchPatternTable': None,\n",
+ " 'npulses_sase3': 500,\n",
+ " 'npulses_sase1': 30,\n",
+ " 'npulses_laser': 22,\n",
+ " 'BAM414': None,\n",
+ " 'BAM1932M': None,\n",
+ " 'BAM1932S': None,\n",
+ " 'nrj': 927.9717888233587,\n",
+ " 'nrj_target': 928.0,\n",
+ " 'mono_order': 1,\n",
+ " 'M2BEND': 116.0004793503568,\n",
+ " 'tpi': 1,\n",
+ " 'VSLIT': 2.148199999999999,\n",
+ " 'ESLIT': 0.10432264111327783,\n",
+ " 'HSLIT': 31.00000573730469,\n",
+ " 'transmission': 1.1666694088238525,\n",
+ " 'transmission_setpoint': 2.0,\n",
+ " 'transmission_col2': 2.3306329751092547,\n",
+ " 'GATT_pressure': 0.6412954330444336,\n",
+ " 'UND': 0.9271398,\n",
+ " 'UND2': 0.5390185,\n",
+ " 'UND3': 0.9,\n",
+ " 'XTD10_photonFlux': 1561.6473,\n",
+ " 'XTD10_photonFlux_sigma': 71.602005,\n",
+ " 'XTD10_XGM': None,\n",
+ " 'XTD10_XGM_sigma': None,\n",
+ " 'XTD10_SA3': None,\n",
+ " 'XTD10_SA3_sigma': None,\n",
+ " 'XTD10_SA1': None,\n",
+ " 'XTD10_SA1_sigma': None,\n",
+ " 'XTD10_slowTrain': 1574.1066,\n",
+ " 'XTD10_slowTrain_SA1': 3.0236197,\n",
+ " 'XTD10_slowTrain_SA3': 1668.3716,\n",
+ " 'SCS_photonFlux': 0.051418982,\n",
+ " 'SCS_photonFlux_sigma': 0.0027955994,\n",
+ " 'SCS_HAMP_HV': -8.5229,\n",
+ " 'SCS_XGM': None,\n",
+ " 'SCS_XGM_sigma': None,\n",
+ " 'SCS_SA1': None,\n",
+ " 'SCS_SA1_sigma': None,\n",
+ " 'SCS_SA3': None,\n",
+ " 'SCS_SA3_sigma': None,\n",
+ " 'SCS_slowTrain': 0.13026054,\n",
+ " 'SCS_slowTrain_SA1': -0.50622654,\n",
+ " 'SCS_slowTrain_SA3': 0.16844976,\n",
+ " 'AFS_DelayLine': 240.84901428222656,\n",
+ " 'AFS_FocusLens': 131.0,\n",
+ " 'PP800_PhaseShifter': -3936.0,\n",
+ " 'PP800_SynchDelayLine': -825.388,\n",
+ " 'PP800_DelayLine': 240.84901428222656,\n",
+ " 'PP800_HalfWP': 7.0893707,\n",
+ " 'PP800_FocusLens': 131.0,\n",
+ " 'FFT_FocusLens': 22.336018,\n",
+ " 'hRIXS_det': None,\n",
+ " 'hRIXS_exposure': 10000.0,\n",
+ " 'hRIXS_delay': -0.5,\n",
+ " 'hRIXS_index': 0,\n",
+ " 'hRIXS_norm': 0.0,\n",
+ " 'hRIXS_ABB': 0.0,\n",
+ " 'hRIXS_ABL': 21.564609375,\n",
+ " 'hRIXS_ABR': 0.0,\n",
+ " 'hRIXS_ABT': 0.0,\n",
+ " 'hRIXS_DRX': -5.2644210820501485,\n",
+ " 'hRIXS_DTY1': 240.3821333740234,\n",
+ " 'hRIXS_DTZ': 4382.85261953125,\n",
+ " 'hRIXS_GMX': 208862.66475,\n",
+ " 'hRIXS_GRX': 1.6500045224951094,\n",
+ " 'hRIXS_GTLY': -0.4431999999999334,\n",
+ " 'hRIXS_GTRY': -0.5559499999999389,\n",
+ " 'hRIXS_GTX': 59.27243333333334,\n",
+ " 'hRIXS_GTZ': 1774.0199662109371,\n",
+ " 'XRD_DRY': 123.662302995,\n",
+ " 'XRD_SRX': -1.8002418199998829,\n",
+ " 'XRD_SRY': 25.37062886099997,\n",
+ " 'XRD_SRZ': 1.2223084440011007,\n",
+ " 'XRD_STX': -6.502829999999449,\n",
+ " 'XRD_STY': 0.6200250000001688,\n",
+ " 'XRD_STZ': -2.2999949999993987,\n",
+ " 'XRD_SXT1Y': 1.3053499999999758,\n",
+ " 'XRD_SXT2Y': 1.2957000000000107,\n",
+ " 'XRD_SXTX': 1.3077499999999418,\n",
+ " 'XRD_SXTZ': 4.061200000001918,\n",
+ " 'FastADC0peaks': None,\n",
+ " 'FastADC0raw': None,\n",
+ " 'FastADC1peaks': None,\n",
+ " 'FastADC1raw': None,\n",
+ " 'FastADC2peaks': None,\n",
+ " 'FastADC2raw': None,\n",
+ " 'FastADC3peaks': None,\n",
+ " 'FastADC3raw': None,\n",
+ " 'FastADC4peaks': None,\n",
+ " 'FastADC4raw': None,\n",
+ " 'FastADC5peaks': None,\n",
+ " 'FastADC5raw': None,\n",
+ " 'FastADC6peaks': None,\n",
+ " 'FastADC6raw': None,\n",
+ " 'FastADC7peaks': None,\n",
+ " 'FastADC7raw': None,\n",
+ " 'FastADC8peaks': None,\n",
+ " 'FastADC8raw': None,\n",
+ " 'FastADC9peaks': None,\n",
+ " 'FastADC9raw': None,\n",
+ " 'FastADC2_0peaks': None,\n",
+ " 'FastADC2_0raw': None,\n",
+ " 'FastADC2_1peaks': None,\n",
+ " 'FastADC2_1raw': None,\n",
+ " 'FastADC2_2peaks': None,\n",
+ " 'FastADC2_2raw': None,\n",
+ " 'FastADC2_3peaks': None,\n",
+ " 'FastADC2_3raw': None,\n",
+ " 'FastADC2_4peaks': None,\n",
+ " 'FastADC2_4raw': None,\n",
+ " 'FastADC2_5peaks': None,\n",
+ " 'FastADC2_5raw': None,\n",
+ " 'FastADC2_6peaks': None,\n",
+ " 'FastADC2_6raw': None,\n",
+ " 'FastADC2_7peaks': None,\n",
+ " 'FastADC2_7raw': None,\n",
+ " 'FastADC2_8peaks': None,\n",
+ " 'FastADC2_8raw': None,\n",
+ " 'FastADC2_9peaks': None,\n",
+ " 'FastADC2_9raw': None}"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "run_values = tb.load_run_values(run)\n",
+ "run_values"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "<div class=\"alert alert-info\">\n",
+ "\n",
+ "The run value of a source/key combination is stored at the beginning of the run. **The run value DOES NOT show nor it checks the variations of a variable in a run** and can only be representative if the value has not changed. The full check can be done with EXtra-Data [as_single_value()](https://extra-data.readthedocs.io/en/latest/reading_files.html#extra_data.KeyData.as_single_value) function or using the `load` function described below.\n",
+ "</div>"
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -116,7 +292,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
@@ -479,13 +655,13 @@
" * sa3_pId (sa3_pId) int64 1040 1048 1056 1064 ... 2016 2024 2032\n",
"Dimensions without coordinates: pulse_slot\n",
"Data variables:\n",
- " bunchPatternTable (trainId, pulse_slot) uint32 2139945 0 2129961 ... 0 0 0\n",
" nrj (trainId) float64 778.6 778.6 778.5 ... 783.4 783.4 783.4\n",
" MCP3peaks (trainId, sa3_pId) float64 -197.7 -34.67 ... -1.213e+03\n",
- " SCS_SA3 (trainId, sa3_pId) float64 2.839e+03 897.9 ... 8.069e+03\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2139945 0 2129961 ... 0 0 0\n",
+ " SCS_SA3 (trainId, sa3_pId) float32 2838.6826 ... 8069.3115\n",
"Attributes:\n",
- " runFolder: /gpfs/exfel/exp/SCS/201901/p002212/raw/r0208</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-9fd6588a-6d8d-4ffa-a5e4-0a30f40ae81c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-9fd6588a-6d8d-4ffa-a5e4-0a30f40ae81c' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>pulse_slot</span>: 2700</li><li><span class='xr-has-index'>sa3_pId</span>: 125</li><li><span class='xr-has-index'>trainId</span>: 3066</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-a1ac8cc9-d3d1-4ed7-bba1-cdb4caedd52d' class='xr-section-summary-in' type='checkbox' checked><label for='section-a1ac8cc9-d3d1-4ed7-bba1-cdb4caedd52d' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>520069541 520069542 ... 520072606</div><input id='attrs-475c6f77-b69a-44ef-a4dd-2d922e44e021' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-475c6f77-b69a-44ef-a4dd-2d922e44e021' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-06fc8160-10a7-4209-9546-cfbbef37bd5a' class='xr-var-data-in' type='checkbox'><label for='data-06fc8160-10a7-4209-9546-cfbbef37bd5a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([520069541, 520069542, 520069543, ..., 520072604, 520072605, 520072606],\n",
- " dtype=uint64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa3_pId</span></div><div class='xr-var-dims'>(sa3_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1040 1048 1056 ... 2016 2024 2032</div><input id='attrs-0894ec57-d93d-4630-8b77-31568e72e9cf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0894ec57-d93d-4630-8b77-31568e72e9cf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48cd168f-2ab1-4acb-862a-00879f2a260e' class='xr-var-data-in' type='checkbox'><label for='data-48cd168f-2ab1-4acb-862a-00879f2a260e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1040, 1048, 1056, 1064, 1072, 1080, 1088, 1096, 1104, 1112, 1120, 1128,\n",
+ " runFolder: /gpfs/exfel/exp/SCS/201901/p002212/raw/r0208</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-7b443b30-243c-41a0-9f1b-2a7e0fa45493' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7b443b30-243c-41a0-9f1b-2a7e0fa45493' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>pulse_slot</span>: 2700</li><li><span class='xr-has-index'>sa3_pId</span>: 125</li><li><span class='xr-has-index'>trainId</span>: 3066</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-f27ccb8a-f60c-4c85-8fea-5d46ba0caff2' class='xr-section-summary-in' type='checkbox' checked><label for='section-f27ccb8a-f60c-4c85-8fea-5d46ba0caff2' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>520069541 520069542 ... 520072606</div><input id='attrs-b2803417-862a-4320-b177-9a83c61d6a6b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b2803417-862a-4320-b177-9a83c61d6a6b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-270a486e-a90f-4c3b-a728-55294ef5c24d' class='xr-var-data-in' type='checkbox'><label for='data-270a486e-a90f-4c3b-a728-55294ef5c24d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([520069541, 520069542, 520069543, ..., 520072604, 520072605, 520072606],\n",
+ " dtype=uint64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa3_pId</span></div><div class='xr-var-dims'>(sa3_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1040 1048 1056 ... 2016 2024 2032</div><input id='attrs-e5183157-9c1e-4cc3-a26a-1507270db8a0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e5183157-9c1e-4cc3-a26a-1507270db8a0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-369fc1a8-cf9f-42d1-9696-1972aa188934' class='xr-var-data-in' type='checkbox'><label for='data-369fc1a8-cf9f-42d1-9696-1972aa188934' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1040, 1048, 1056, 1064, 1072, 1080, 1088, 1096, 1104, 1112, 1120, 1128,\n",
" 1136, 1144, 1152, 1160, 1168, 1176, 1184, 1192, 1200, 1208, 1216, 1224,\n",
" 1232, 1240, 1248, 1256, 1264, 1272, 1280, 1288, 1296, 1304, 1312, 1320,\n",
" 1328, 1336, 1344, 1352, 1360, 1368, 1376, 1384, 1392, 1400, 1408, 1416,\n",
@@ -495,15 +671,8 @@
" 1712, 1720, 1728, 1736, 1744, 1752, 1760, 1768, 1776, 1784, 1792, 1800,\n",
" 1808, 1816, 1824, 1832, 1840, 1848, 1856, 1864, 1872, 1880, 1888, 1896,\n",
" 1904, 1912, 1920, 1928, 1936, 1944, 1952, 1960, 1968, 1976, 1984, 1992,\n",
- " 2000, 2008, 2016, 2024, 2032])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-68742532-f169-49c7-982d-3b5ef2962fac' class='xr-section-summary-in' type='checkbox' checked><label for='section-68742532-f169-49c7-982d-3b5ef2962fac' class='xr-section-summary' >Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(trainId, pulse_slot)</div><div class='xr-var-dtype'>uint32</div><div class='xr-var-preview xr-preview'>2139945 0 2129961 0 ... 0 0 0 0</div><input id='attrs-d9140a9e-19f5-4d93-a8d0-b80fe4ca26e9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d9140a9e-19f5-4d93-a8d0-b80fe4ca26e9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bb6e5207-2903-4718-894f-7f4d597bc8ba' class='xr-var-data-in' type='checkbox'><label for='data-bb6e5207-2903-4718-894f-7f4d597bc8ba' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[2139945, 0, 2129961, ..., 0, 0, 0],\n",
- " [2141993, 0, 2129961, ..., 0, 0, 0],\n",
- " [2139945, 0, 2129961, ..., 0, 0, 0],\n",
- " ...,\n",
- " [2141993, 0, 2129961, ..., 0, 0, 0],\n",
- " [2139945, 0, 2129961, ..., 0, 0, 0],\n",
- " [2141993, 0, 2129961, ..., 0, 0, 0]],\n",
- " dtype=uint32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>nrj</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>778.6 778.6 778.5 ... 783.4 783.4</div><input id='attrs-d6e0b5fc-1319-4d95-99a1-54c9ddd6c5b0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d6e0b5fc-1319-4d95-99a1-54c9ddd6c5b0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-af94d504-7788-4754-a6a5-055c106af92c' class='xr-var-data-in' type='checkbox'><label for='data-af94d504-7788-4754-a6a5-055c106af92c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([778.62824057, 778.55124428, 778.52251822, ..., 783.36562112,\n",
- " 783.3947057 , 783.37531574])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MCP3peaks</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-197.7 -34.67 ... -1.213e+03</div><input id='attrs-775ac114-f6f1-4892-a739-0df13a7db2fc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-775ac114-f6f1-4892-a739-0df13a7db2fc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-56907357-ebc7-4dbf-bd9d-61154a108cba' class='xr-var-data-in' type='checkbox'><label for='data-56907357-ebc7-4dbf-bd9d-61154a108cba' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-1.97666667e+02, -3.46666667e+01, 1.83333333e+01, ...,\n",
+ " 2000, 2008, 2016, 2024, 2032])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3434caeb-972e-47a8-9f46-4b8610f92daf' class='xr-section-summary-in' type='checkbox' checked><label for='section-3434caeb-972e-47a8-9f46-4b8610f92daf' class='xr-section-summary' >Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>nrj</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>778.6 778.6 778.5 ... 783.4 783.4</div><input id='attrs-ecba691a-03ec-4a14-b508-c80036bb2cae' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ecba691a-03ec-4a14-b508-c80036bb2cae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0e5357da-afba-4b6b-8fe2-87e4e3077b59' class='xr-var-data-in' type='checkbox'><label for='data-0e5357da-afba-4b6b-8fe2-87e4e3077b59' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([778.62824057, 778.55124428, 778.52251822, ..., 783.36562112,\n",
+ " 783.3947057 , 783.37531574])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MCP3peaks</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-197.7 -34.67 ... -1.213e+03</div><input id='attrs-42928d54-0c07-4806-8c72-41f94340fe88' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-42928d54-0c07-4806-8c72-41f94340fe88' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be1aacef-7d53-48f9-a0a4-b8b8248b57ad' class='xr-var-data-in' type='checkbox'><label for='data-be1aacef-7d53-48f9-a0a4-b8b8248b57ad' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-1.97666667e+02, -3.46666667e+01, 1.83333333e+01, ...,\n",
" -4.95533333e+03, -2.58333333e+03, -3.64000000e+03],\n",
" [-1.14000000e+02, -4.00000000e+02, -2.75000000e+02, ...,\n",
" -1.89733333e+03, -1.63966667e+03, -9.57000000e+02],\n",
@@ -515,19 +684,26 @@
" [-6.08666667e+02, -7.73333333e+01, 2.33333333e+00, ...,\n",
" -1.58466667e+03, -9.06333333e+02, -1.04700000e+03],\n",
" [-4.16666667e+01, -4.10333333e+02, 5.00000000e+01, ...,\n",
- " -9.43666667e+02, -2.86800000e+03, -1.21266667e+03]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SCS_SA3</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.839e+03 897.9 ... 8.069e+03</div><input id='attrs-790807f1-7273-47dd-a373-807d4a90b140' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-790807f1-7273-47dd-a373-807d4a90b140' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e973abe3-f710-4b2f-bba9-0df5ecd36ea7' class='xr-var-data-in' type='checkbox'><label for='data-e973abe3-f710-4b2f-bba9-0df5ecd36ea7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 2838.68261719, 897.93481445, 1270.12817383, ...,\n",
- " 33158.98046875, 19836.09570312, 27724.03515625],\n",
- " [ 2088.77197266, 861.36578369, 3565.16918945, ...,\n",
- " 16303.64941406, 12787.91503906, 6092.00097656],\n",
- " [ 603.07495117, 4487.36669922, 2917.90380859, ...,\n",
- " 7453.79638672, 11550.72070312, 10727.46191406],\n",
+ " -9.43666667e+02, -2.86800000e+03, -1.21266667e+03]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(trainId, pulse_slot)</div><div class='xr-var-dtype'>uint32</div><div class='xr-var-preview xr-preview'>2139945 0 2129961 0 ... 0 0 0 0</div><input id='attrs-ba43929a-151c-418f-ba9e-48fc9aa3033f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ba43929a-151c-418f-ba9e-48fc9aa3033f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fa84ae0f-d9fb-4c65-baff-c888a7b052c7' class='xr-var-data-in' type='checkbox'><label for='data-fa84ae0f-d9fb-4c65-baff-c888a7b052c7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[2139945, 0, 2129961, ..., 0, 0, 0],\n",
+ " [2141993, 0, 2129961, ..., 0, 0, 0],\n",
+ " [2139945, 0, 2129961, ..., 0, 0, 0],\n",
+ " ...,\n",
+ " [2141993, 0, 2129961, ..., 0, 0, 0],\n",
+ " [2139945, 0, 2129961, ..., 0, 0, 0],\n",
+ " [2141993, 0, 2129961, ..., 0, 0, 0]],\n",
+ " dtype=uint32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>SCS_SA3</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>2838.6826 897.9348 ... 8069.3115</div><input id='attrs-b75ea6ce-ad24-4db2-9b4a-2a9468f8bc51' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b75ea6ce-ad24-4db2-9b4a-2a9468f8bc51' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fcc9ecf1-e020-4c3a-9060-818742731193' class='xr-var-data-in' type='checkbox'><label for='data-fcc9ecf1-e020-4c3a-9060-818742731193' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 2838.6826 , 897.9348 , 1270.1282 , ..., 33158.98 ,\n",
+ " 19836.096 , 27724.035 ],\n",
+ " [ 2088.772 , 861.3658 , 3565.1692 , ..., 16303.649 ,\n",
+ " 12787.915 , 6092.001 ],\n",
+ " [ 603.07495, 4487.3667 , 2917.9038 , ..., 7453.7964 ,\n",
+ " 11550.721 , 10727.462 ],\n",
" ...,\n",
- " [ 1868.02709961, 1402.94287109, 1433.98071289, ...,\n",
- " 7914.3984375 , 4954.84765625, 6647.52441406],\n",
- " [ 3646.75048828, 2033.26245117, 569.56018066, ...,\n",
- " 9144.62402344, 7623.27978516, 4444.45361328],\n",
- " [ 708.95373535, 1963.84277344, 912.64025879, ...,\n",
- " 5079.55371094, 12632.79003906, 8069.31152344]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2d21710e-2503-447e-806b-3508c0edac69' class='xr-section-summary-in' type='checkbox' checked><label for='section-2d21710e-2503-447e-806b-3508c0edac69' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/201901/p002212/raw/r0208</dd></dl></div></li></ul></div></div>"
+ " [ 1868.0271 , 1402.9429 , 1433.9807 , ..., 7914.3984 ,\n",
+ " 4954.8477 , 6647.5244 ],\n",
+ " [ 3646.7505 , 2033.2625 , 569.5602 , ..., 9144.624 ,\n",
+ " 7623.28 , 4444.4536 ],\n",
+ " [ 708.95374, 1963.8428 , 912.64026, ..., 5079.5537 ,\n",
+ " 12632.79 , 8069.3115 ]], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3a76cdd2-c54c-4828-a3b6-be448931b99b' class='xr-section-summary-in' type='checkbox' checked><label for='section-3a76cdd2-c54c-4828-a3b6-be448931b99b' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/201901/p002212/raw/r0208</dd></dl></div></li></ul></div></div>"
],
"text/plain": [
"<xarray.Dataset>\n",
@@ -537,15 +713,15 @@
" * sa3_pId (sa3_pId) int64 1040 1048 1056 1064 ... 2016 2024 2032\n",
"Dimensions without coordinates: pulse_slot\n",
"Data variables:\n",
- " bunchPatternTable (trainId, pulse_slot) uint32 2139945 0 2129961 ... 0 0 0\n",
" nrj (trainId) float64 778.6 778.6 778.5 ... 783.4 783.4 783.4\n",
" MCP3peaks (trainId, sa3_pId) float64 -197.7 -34.67 ... -1.213e+03\n",
- " SCS_SA3 (trainId, sa3_pId) float64 2.839e+03 897.9 ... 8.069e+03\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2139945 0 2129961 ... 0 0 0\n",
+ " SCS_SA3 (trainId, sa3_pId) float32 2838.6826 ... 8069.3115\n",
"Attributes:\n",
" runFolder: /gpfs/exfel/exp/SCS/201901/p002212/raw/r0208"
]
},
- "execution_count": 4,
+ "execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
@@ -555,6 +731,7 @@
"runNB = 208\n",
"fields = ['SCS_SA3', 'MCP3apd', 'nrj']\n",
"run, data = tb.load(proposalNB, runNB, fields)\n",
+ "run_mnemonics = tb.mnemonics_for_run(run)\n",
"data"
]
},
@@ -566,7 +743,7 @@
"\n",
"* Dimensions `pulse_slot`, `trainId`, `sa3_pId`\n",
"* Coordinates: `trainId` and `sa3_pId`: the train Id values and the SASE 3 pulse Id values.\n",
- "* Data variables: The loaded data arrays. In this example, nrj is the monochromator energy, in eV, for each train. MCP3peaks is one of the MCPs of the TIM detector, SCS_SA3 is the pulse energy of the SASE 3 pulses measured by the XGM in the SCS hutch. The bunchPatternTable is loaded by default. It is an array of 2700 values per train (the maximum number of pulses at 4.5 MHz provided by the machine) and contains information on how the pulses are distributed among SASE 1, 2, 3, and the various lasers at European XFEL. The `sa3_pId` coordinates are extracted from this table. \n",
+ "* Data variables: The loaded data arrays. In this example, nrj is the monochromator energy, in eV, for each train. MCP3peaks is one of the MCPs of the TIM detector, SCS_SA3 is the pulse energy of the SASE 3 pulses measured by the XGM in the SCS hutch. The bunchPatternTable is loaded if the number of pulses has changed during the run. It is an array of 2700 values per train (the maximum number of pulses at 4.5 MHz provided by the machine) and contains information on how the pulses are distributed among SASE 1, 2, 3, and the various lasers at European XFEL. The `sa3_pId` coordinates are extracted from this table. \n",
"* Attribute `runFolder`, the name of the folder that contains the raw files of the run. It can be accessed via: `data.attrs['runFolder']`."
]
},
@@ -593,7 +770,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 6,
"metadata": {},
"outputs": [
{
@@ -959,14 +1136,14 @@
" [1499, 1502, 1508, ..., 1508, 1502, 1500]], dtype=int16)\n",
"Coordinates:\n",
" * trainId (trainId) uint64 520069541 520069542 ... 520072605 520072606\n",
- "Dimensions without coordinates: samplesId</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'SCS_UTC1_ADQ/ADC/1:network.digitizers.channel_1_C.raw.samples'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>trainId</span>: 3066</li><li><span>samplesId</span>: 600000</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-04c49329-5850-46c0-9b41-0c15f47e6817' class='xr-array-in' type='checkbox' checked><label for='section-04c49329-5850-46c0-9b41-0c15f47e6817' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>1515 1500 1507 1506 1497 1505 1510 ... 1506 1508 1513 1508 1502 1500</span></div><div class='xr-array-data'><pre>array([[1515, 1500, 1507, ..., 1505, 1498, 1500],\n",
+ "Dimensions without coordinates: samplesId</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'SCS_UTC1_ADQ/ADC/1:network.digitizers.channel_1_C.raw.samples'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>trainId</span>: 3066</li><li><span>samplesId</span>: 600000</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-e89ac97a-c2e4-4b1d-99bb-5edfce654d53' class='xr-array-in' type='checkbox' checked><label for='section-e89ac97a-c2e4-4b1d-99bb-5edfce654d53' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>1515 1500 1507 1506 1497 1505 1510 ... 1506 1508 1513 1508 1502 1500</span></div><div class='xr-array-data'><pre>array([[1515, 1500, 1507, ..., 1505, 1498, 1500],\n",
" [1500, 1502, 1498, ..., 1504, 1490, 1499],\n",
" [1503, 1508, 1507, ..., 1512, 1500, 1496],\n",
" ...,\n",
" [1502, 1515, 1517, ..., 1503, 1498, 1509],\n",
" [1512, 1511, 1513, ..., 1506, 1504, 1506],\n",
- " [1499, 1502, 1508, ..., 1508, 1502, 1500]], dtype=int16)</pre></div></div></li><li class='xr-section-item'><input id='section-3f04f9f4-e464-4d1c-848c-edcb6b3c2f8a' class='xr-section-summary-in' type='checkbox' checked><label for='section-3f04f9f4-e464-4d1c-848c-edcb6b3c2f8a' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>520069541 520069542 ... 520072606</div><input id='attrs-3247f641-0199-4d4a-ab67-429c74de456e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3247f641-0199-4d4a-ab67-429c74de456e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cee87eb8-5a66-4ece-8bc9-b18d39370c4d' class='xr-var-data-in' type='checkbox'><label for='data-cee87eb8-5a66-4ece-8bc9-b18d39370c4d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([520069541, 520069542, 520069543, ..., 520072604, 520072605, 520072606],\n",
- " dtype=uint64)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e03d72bc-82e3-43aa-af0a-c4d45c357d79' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-e03d72bc-82e3-43aa-af0a-c4d45c357d79' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+ " [1499, 1502, 1508, ..., 1508, 1502, 1500]], dtype=int16)</pre></div></div></li><li class='xr-section-item'><input id='section-eabc90ed-d5f6-4169-8fa7-e663893e1b52' class='xr-section-summary-in' type='checkbox' checked><label for='section-eabc90ed-d5f6-4169-8fa7-e663893e1b52' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>520069541 520069542 ... 520072606</div><input id='attrs-28daacc8-e419-423f-bfd3-cbf55767f679' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-28daacc8-e419-423f-bfd3-cbf55767f679' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ff1ee4e2-cbca-48b7-bde1-91b283cca006' class='xr-var-data-in' type='checkbox'><label for='data-ff1ee4e2-cbca-48b7-bde1-91b283cca006' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([520069541, 520069542, 520069543, ..., 520072604, 520072605, 520072606],\n",
+ " dtype=uint64)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-9ad4ca76-f7f6-4278-bf81-bfe4f41cdfb7' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-9ad4ca76-f7f6-4278-bf81-bfe4f41cdfb7' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
],
"text/plain": [
"<xarray.DataArray 'SCS_UTC1_ADQ/ADC/1:network.digitizers.channel_1_C.raw.samples' (trainId: 3066, samplesId: 600000)>\n",
@@ -982,7 +1159,7 @@
"Dimensions without coordinates: samplesId"
]
},
- "execution_count": 5,
+ "execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
@@ -1001,22 +1178,22 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "[<matplotlib.lines.Line2D at 0x2b3d82127c88>]"
+ "[<matplotlib.lines.Line2D at 0x2b2ef42ca320>]"
]
},
- "execution_count": 6,
+ "execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": "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\n",
+ "image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
@@ -1030,11 +1207,200 @@
"source": [
"raw_traces.isel(trainId=0).plot()"
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Missing trains"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "The data rate, or percentage of trains containing data, is checked in the `load` function, and a warning is displayed if less than 95% of data is present. This can be useful to identify DAQ problems during a beamtime."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "SCS_SA3: only 85.6% of trains (2122 out of 2479) contain data.\n"
+ ]
+ }
+ ],
+ "source": [
+ "fields = ['SCS_HAMP_HV', 'SCS_SA3']\n",
+ "run, ds = tb.load(5836, 162, fields)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "A function `check_data_rate` allows to extract the fraction of trains containing data for given mnemonics:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'SCS_HAMP_HV': 1.0, 'SCS_SA3': 0.8559903186768858}"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "tb.check_data_rate(run, fields)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "It will return the data rate for all mnemonics in the run if `fields` is omitted"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'sase3': 1.0,\n",
+ " 'sase2': 1.0,\n",
+ " 'sase1': 1.0,\n",
+ " 'laser': 1.0,\n",
+ " 'maindump': 1.0,\n",
+ " 'bunchpattern': 1.0,\n",
+ " 'bunchPatternTable': 1.0,\n",
+ " 'npulses_sase3': 1.0,\n",
+ " 'npulses_sase1': 1.0,\n",
+ " 'npulses_laser': 1.0,\n",
+ " 'BAM414': 0.9693424768051634,\n",
+ " 'BAM1932M': 0.982654296087132,\n",
+ " 'BAM1932S': 0.9669221460266236,\n",
+ " 'DPS2CAM2': 0.0,\n",
+ " 'XTD10_photonFlux': 1.0,\n",
+ " 'XTD10_photonFlux_sigma': 1.0,\n",
+ " 'XTD10_XGM': 0.9983864461476402,\n",
+ " 'XTD10_XGM_sigma': 0.9983864461476402,\n",
+ " 'XTD10_SA3': 0.9983864461476402,\n",
+ " 'XTD10_SA3_sigma': 0.9983864461476402,\n",
+ " 'XTD10_SA1': 0.9983864461476402,\n",
+ " 'XTD10_SA1_sigma': 0.9983864461476402,\n",
+ " 'XTD10_slowTrain': 1.0,\n",
+ " 'XTD10_slowTrain_SA1': 1.0,\n",
+ " 'XTD10_slowTrain_SA3': 1.0,\n",
+ " 'SCS_photonFlux': 1.0,\n",
+ " 'SCS_photonFlux_sigma': 1.0,\n",
+ " 'SCS_HAMP_HV': 1.0,\n",
+ " 'SCS_XGM': 0.8559903186768858,\n",
+ " 'SCS_XGM_sigma': 0.8559903186768858,\n",
+ " 'SCS_SA1': 0.8559903186768858,\n",
+ " 'SCS_SA1_sigma': 0.8559903186768858,\n",
+ " 'SCS_SA3': 0.8559903186768858,\n",
+ " 'SCS_SA3_sigma': 0.8559903186768858,\n",
+ " 'SCS_slowTrain': 1.0,\n",
+ " 'SCS_slowTrain_SA1': 1.0,\n",
+ " 'SCS_slowTrain_SA3': 1.0,\n",
+ " 'AFS_DelayLine': 1.0,\n",
+ " 'AFS_FocusLens': 1.0,\n",
+ " 'PP800_PhaseShifter': 1.0,\n",
+ " 'PP800_SynchDelayLine': 1.0,\n",
+ " 'PP800_DelayLine': 1.0,\n",
+ " 'PP800_HalfWP': 1.0,\n",
+ " 'PP800_FocusLens': 1.0,\n",
+ " 'FFT_FocusLens': 1.0,\n",
+ " 'ZABER110_ODL': 1.0,\n",
+ " 'FastADC0peaks': 0.0,\n",
+ " 'FastADC0raw': 0.0,\n",
+ " 'FastADC1peaks': 0.0,\n",
+ " 'FastADC1raw': 0.0,\n",
+ " 'FastADC2peaks': 0.0,\n",
+ " 'FastADC2raw': 0.0,\n",
+ " 'FastADC3peaks': 1.0,\n",
+ " 'FastADC3raw': 1.0,\n",
+ " 'FastADC4peaks': 0.0,\n",
+ " 'FastADC4raw': 0.0,\n",
+ " 'FastADC5peaks': 1.0,\n",
+ " 'FastADC5raw': 1.0,\n",
+ " 'FastADC6peaks': 0.0,\n",
+ " 'FastADC6raw': 0.0,\n",
+ " 'FastADC7peaks': 0.0,\n",
+ " 'FastADC7raw': 0.0,\n",
+ " 'FastADC8peaks': 0.0,\n",
+ " 'FastADC8raw': 0.0,\n",
+ " 'FastADC9peaks': 1.0,\n",
+ " 'FastADC9raw': 1.0,\n",
+ " 'FastADC2_0peaks': 0.0,\n",
+ " 'FastADC2_0raw': 0.0,\n",
+ " 'FastADC2_1peaks': 0.0,\n",
+ " 'FastADC2_1raw': 0.0,\n",
+ " 'FastADC2_2peaks': 0.0,\n",
+ " 'FastADC2_2raw': 0.0,\n",
+ " 'FastADC2_3peaks': 0.0,\n",
+ " 'FastADC2_3raw': 0.0,\n",
+ " 'FastADC2_4peaks': 0.0,\n",
+ " 'FastADC2_4raw': 0.0,\n",
+ " 'FastADC2_5peaks': 0.0,\n",
+ " 'FastADC2_5raw': 0.0,\n",
+ " 'FastADC2_6peaks': 1.0,\n",
+ " 'FastADC2_6raw': 1.0,\n",
+ " 'FastADC2_7peaks': 1.0,\n",
+ " 'FastADC2_7raw': 1.0,\n",
+ " 'FastADC2_8peaks': 0.0,\n",
+ " 'FastADC2_8raw': 0.0,\n",
+ " 'FastADC2_9peaks': 0.0,\n",
+ " 'FastADC2_9raw': 0.0,\n",
+ " 'Gotthard1': 1.0,\n",
+ " 'Gotthard2': 0.0}"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "tb.check_data_rate(run)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "There is also an unreleased function from `extra_data`, called `plot_missing_trains()`, to be released in version 1.13.0 (see [here](https://extra-data.readthedocs.io/en/latest/reading_files.html#extra_data.DataCollection.plot_missing_data)) that should shows similar quantities."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {
"kernelspec": {
- "display_name": "xfel",
+ "display_name": "xfel (Python 3.7)",
"language": "python",
"name": "xfel"
},
diff --git a/doc/Transient reflectivity measurement.ipynb b/doc/Transient reflectivity measurement.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..12473d0a38e124fb75409363fa86970dea93868b
--- /dev/null
+++ b/doc/Transient reflectivity measurement.ipynb
@@ -0,0 +1,1933 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "17b3f8a2",
+ "metadata": {},
+ "source": [
+ "# Transient optical laser reflectivity measurement: finding FEL and OL time overlap"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e6013ff8",
+ "metadata": {},
+ "source": [
+ "Transient optical laser reflectivity is a technique to determine the temporal overlap between the FEL and the optical laser (OL). The FEL is pumping a large band gap material (usually a 1 micrometer thick Si$_3$N$_4$ membrane) and the OL, spatially overlaped with the FEL, is reflected off the sample. The incoming ($I_0$) and reflected ($I_r$) laser beams are monitored by photodiodes. The FEL pump alters the electronic properties of the material, which in turn modifies the reflectivity. By varying the delay between OL and FEL through the scanning of the optical delay line, the transient response of the material is measured and the exact time overlap between the two beams can be extracted.\n",
+ "\n",
+ "To increase the signal to noise ratio, pumped and unpumped signals acquired closely in time are compared. The reflectivity is then defined as:\n",
+ "\n",
+ "$\\Delta R [\\%] = 100\\times(\\frac{R(pumped)}{R(unpumped)} - 1)$, with $R = I_r / I_0$\n",
+ "\n",
+ "In the `toolbox_scs`, there is a convenience function `reflectivity` that allows the quick calculation of $\\Delta R$. It performs binning along the motor position axis and sorts the data according to the bunch pattern and the sequence of pumped, unpumped.\n",
+ "\n",
+ "Below is an example, where $I_0$ ($I_r$) is measured a by photodiode on the Fast ADC channel 5 (channel 3), respectively. The pump FEL is set at half the repetition rate of the OL, to have alternating pumped/unpumped/pumped/unpumped/... pulses within each train."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "9d1bd5bf",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (delay: 133)\n",
+ "Coordinates:\n",
+ " * delay (delay) float64 228.2 228.2 228.2 ... 229.5 229.5\n",
+ "Data variables:\n",
+ " FastADC5peaks (delay) float64 2.009e+05 1.958e+05 ... 1.937e+05\n",
+ " FastADC3peaks (delay) float64 7.286e+04 6.932e+04 ... 7.36e+04\n",
+ " FastADC5peaks_unpumped (delay) float64 2.007e+05 1.955e+05 ... 1.935e+05\n",
+ " FastADC3peaks_unpumped (delay) float64 7.226e+04 6.872e+04 ... 7.293e+04\n",
+ " PP800_DelayLine_binned (delay) float64 228.2 228.2 228.2 ... 229.5 229.5\n",
+ " deltaR (delay) float64 0.7039 0.7426 ... 0.8043 0.8176\n",
+ " deltaR_std (delay) float64 0.8555 0.9384 ... 0.9011 0.9902\n",
+ " deltaR_stderr (delay) float64 0.07418 0.06808 ... 0.09245 0.08032\n",
+ " counts (delay) int64 133 190 114 266 304 ... 114 380 95 152\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202201/p002769/raw/r0425</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-f0700d5d-1d0d-456f-bf7b-d3b4d2e3140a' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f0700d5d-1d0d-456f-bf7b-d3b4d2e3140a' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>delay</span>: 133</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-c1ec0c89-ecc8-49f1-892b-51c0dc41028e' class='xr-section-summary-in' type='checkbox' checked><label for='section-c1ec0c89-ecc8-49f1-892b-51c0dc41028e' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>delay</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>228.2 228.2 228.2 ... 229.5 229.5</div><input id='attrs-010ed992-ac4a-4958-8c9b-f5a1ac142f26' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-010ed992-ac4a-4958-8c9b-f5a1ac142f26' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a5142a3f-cd30-42b9-a3ef-3d3ee7d33f16' class='xr-var-data-in' type='checkbox'><label for='data-a5142a3f-cd30-42b9-a3ef-3d3ee7d33f16' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([228.19, 228.2 , 228.21, 228.22, 228.23, 228.24, 228.25, 228.26, 228.27,\n",
+ " 228.28, 228.29, 228.3 , 228.31, 228.32, 228.33, 228.34, 228.35, 228.36,\n",
+ " 228.37, 228.38, 228.39, 228.4 , 228.41, 228.42, 228.43, 228.44, 228.45,\n",
+ " 228.46, 228.47, 228.48, 228.49, 228.5 , 228.51, 228.52, 228.53, 228.54,\n",
+ " 228.55, 228.56, 228.57, 228.58, 228.59, 228.6 , 228.61, 228.62, 228.63,\n",
+ " 228.64, 228.65, 228.66, 228.67, 228.68, 228.69, 228.7 , 228.71, 228.72,\n",
+ " 228.73, 228.74, 228.75, 228.76, 228.77, 228.78, 228.79, 228.8 , 228.81,\n",
+ " 228.82, 228.83, 228.84, 228.85, 228.86, 228.87, 228.88, 228.89, 228.9 ,\n",
+ " 228.91, 228.92, 228.93, 228.94, 228.95, 228.96, 228.97, 228.98, 228.99,\n",
+ " 229. , 229.01, 229.02, 229.03, 229.04, 229.05, 229.06, 229.07, 229.08,\n",
+ " 229.09, 229.1 , 229.11, 229.12, 229.13, 229.14, 229.15, 229.16, 229.17,\n",
+ " 229.18, 229.19, 229.2 , 229.21, 229.22, 229.23, 229.24, 229.25, 229.26,\n",
+ " 229.27, 229.28, 229.29, 229.3 , 229.31, 229.32, 229.33, 229.34, 229.35,\n",
+ " 229.36, 229.37, 229.38, 229.39, 229.4 , 229.41, 229.42, 229.43, 229.44,\n",
+ " 229.45, 229.46, 229.47, 229.48, 229.49, 229.5 , 229.51])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-03428c8b-6273-4745-8143-d4cc437aaa98' class='xr-section-summary-in' type='checkbox' checked><label for='section-03428c8b-6273-4745-8143-d4cc437aaa98' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>FastADC5peaks</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.009e+05 1.958e+05 ... 1.937e+05</div><input id='attrs-db1d8f43-7906-4d2d-b9a4-37ce9ff688aa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-db1d8f43-7906-4d2d-b9a4-37ce9ff688aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6731be6c-a11a-4932-af21-7e9696f0db1a' class='xr-var-data-in' type='checkbox'><label for='data-6731be6c-a11a-4932-af21-7e9696f0db1a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([200920.80827068, 195825.84736842, 189510.48684211, 188501.2406015 ,\n",
+ " 188378.09210526, 178347.77631579, 172510.37559809, 180592.78229665,\n",
+ " 177619.125 , 188322.56725146, 188552.62128146, 182600.14327485,\n",
+ " 179260.08133971, 173384.92105263, 181677.9122807 , 173940.15311005,\n",
+ " 189150.84398496, 197525. , 192838.81578947, 192767.60588972,\n",
+ " 200930.50292398, 192317.79605263, 189984.51476252, 187612.27368421,\n",
+ " 187279.29554656, 182917.86984353, 188577.37559809, 183137.38815789,\n",
+ " 187506.92748538, 187692.29605263, 197161.31359649, 186850.98079659,\n",
+ " 191139.19298246, 183116.69736842, 185739.84586466, 181913.284689 ,\n",
+ " 190850.95614035, 189357.39314195, 180145.93117409, 187107.35087719,\n",
+ " 182932.89927405, 178612.57894737, 197816.58421053, 181232.96710526,\n",
+ " 186243.5877193 , 185072.10651629, 183689.51674641, 189223.09649123,\n",
+ " 184499.76461988, 189261.23916409, 189302.44078947, 201999.93660287,\n",
+ " 188284.12440191, 193327.71929825, 194833.64035088, 190444.93233083,\n",
+ " 188375.27192982, 191503.24285714, 191733.3377193 , 193085.35964912,\n",
+ " 188390.34210526, 200583.54489164, 191159.43859649, 191823.12753036,\n",
+ " 188113.84375 , 192676.14473684, 196094.08133971, 194363.0430622 ,\n",
+ " 179547.44736842, 191910.14819945, 192854.11403509, 184552.23976608,\n",
+ " 199775.16412742, 193359.28947368, 179800.69605263, 200066.39633174,\n",
+ " 195319.82894737, 182674.09758772, 195655.54276316, 186347. ,\n",
+ " 188683.27339181, 194058.23421053, 193583.84210526, 196854.35387812,\n",
+ " 201428.38815789, 194367.72368421, 194212.37055477, 206466.89164087,\n",
+ " 202257.77894737, 191893.76973684, 192610.90191388, 183270.17293233,\n",
+ " 195644.79949875, 192862.02631579, 188519.87763158, 191419.30959752,\n",
+ " 192627.44736842, 186425.55509868, 182790.13157895, 190021.81578947,\n",
+ " 193938.71052632, 197611.14035088, 185728.43421053, 203261.91689751,\n",
+ " 198541.83947368, 206242.96929825, 184223.10087719, 186485.88947368,\n",
+ " 196665.40789474, 191610.07578947, 186898.57142857, 190856.82748538,\n",
+ " 190029.75858124, 193314.24736842, 205812.34210526, 196283.98574561,\n",
+ " 204917.97368421, 204331.94736842, 184858.6622807 , 196732.83223684,\n",
+ " 202482.06390977, 195409.64210526, 189902.76315789, 186521.84210526,\n",
+ " 183957.52105263, 195779.66917293, 200891.96240602, 191778.62828947,\n",
+ " 195179.25 , 195449.13596491, 184506.06052632, 190612.88421053,\n",
+ " 193726.34210526])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FastADC3peaks</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.286e+04 6.932e+04 ... 7.36e+04</div><input id='attrs-4d55edce-3045-44c1-8498-cec339c36332' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4d55edce-3045-44c1-8498-cec339c36332' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7dd1167d-6d74-4452-81af-51346d36f2e7' class='xr-var-data-in' type='checkbox'><label for='data-7dd1167d-6d74-4452-81af-51346d36f2e7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([72856.94736842, 69320.45789474, 65163.81578947, 65712.34962406,\n",
+ " 65466.56578947, 59836.97368421, 56723.22488038, 60682.44617225,\n",
+ " 63105.80592105, 68624.78947368, 65546.69908467, 62159.0877193 ,\n",
+ " 60646.50239234, 56972.43355263, 61569.13450292, 57006.35645933,\n",
+ " 64891.44799499, 74590.20300752, 70388.3708134 , 69410.52506266,\n",
+ " 74529.08479532, 69272.17434211, 67872.14762516, 67641.01578947,\n",
+ " 65823.5951417 , 62037.55405405, 65903.47607656, 61076.13815789,\n",
+ " 65717.6497076 , 64752.94736842, 70336.92982456, 64022.44736842,\n",
+ " 65919.71929825, 62369.47532895, 63710.83383459, 61651.38755981,\n",
+ " 65728.10526316, 65805.31259968, 59630.70242915, 65816.33991228,\n",
+ " 63220.61433757, 59650.04035088, 75057.16710526, 62443.51785714,\n",
+ " 65161.93859649, 64979.57769424, 63049.64114833, 67905.80701754,\n",
+ " 63343.08625731, 67658.85758514, 66645.46710526, 75850.80502392,\n",
+ " 65682.94417863, 70237.10526316, 70576.00584795, 68002.45394737,\n",
+ " 65730.43859649, 68008.1593985 , 68256.3245614 , 69237.14035088,\n",
+ " 66743.81983806, 74070.8250774 , 65874.04385965, 66345.39203779,\n",
+ " 63851.84375 , 67526.69078947, 68314.92643541, 68100.3277512 ,\n",
+ " 57057.98684211, 64602.88642659, 66557.24561404, 62893.44005848,\n",
+ " 72320.7098338 , 68318.89473684, 61111.61710526, 74585.01594896,\n",
+ " 70878.75 , 63732.32017544, 70684.27549342, 66751.86842105,\n",
+ " 68464.04605263, 70226.39078947, 69473.26315789, 73670.37811634,\n",
+ " 74887.55526316, 75554.13157895, 71704.23897582, 76393.81733746,\n",
+ " 72372.25789474, 67687.82090643, 68657.34210526, 63098.15037594,\n",
+ " 72445.66165414, 71142.93421053, 67072.68157895, 69393.92260062,\n",
+ " 66224.47368421, 64661.50575658, 59763.68421053, 66291.94078947,\n",
+ " 69328.44482173, 74323.99122807, 66339.72180451, 75884.17313019,\n",
+ " 75811.38684211, 80378. , 65301.96820175, 66485.62368421,\n",
+ " 73480.75 , 69350.80526316, 68246.83458647, 69184.29239766,\n",
+ " 70283.79405034, 71150.48421053, 79372.39473684, 70509.36184211,\n",
+ " 80602.79934211, 78262.32894737, 63466.9627193 , 73199.79605263,\n",
+ " 75885.94736842, 70899.70526316, 70328.36466165, 65183.76973684,\n",
+ " 64047.02421053, 70102.63157895, 76442.21428571, 69687.48684211,\n",
+ " 73643.92982456, 73165.25 , 66983.13289474, 70555.86315789,\n",
+ " 73600.03289474])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FastADC5peaks_unpumped</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.007e+05 1.955e+05 ... 1.935e+05</div><input id='attrs-5ffb3a56-0d2b-4fb1-81d3-4b96696d98c1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5ffb3a56-0d2b-4fb1-81d3-4b96696d98c1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bcb4fb5e-ecf9-48ce-84b7-345fbf467d21' class='xr-var-data-in' type='checkbox'><label for='data-bcb4fb5e-ecf9-48ce-84b7-345fbf467d21' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([200694.83458647, 195514.69473684, 189227.92982456, 187790.19736842,\n",
+ " 187953.26809211, 177604.73245614, 172034.61244019, 180130.63157895,\n",
+ " 177259.54276316, 187929.04385965, 188007.41533181, 181952.4619883 ,\n",
+ " 178861.65550239, 172836.59473684, 181117.24853801, 173360.22488038,\n",
+ " 188746.0858396 , 197224.45112782, 192317.35167464, 192330.67293233,\n",
+ " 200344.16959064, 191837.80263158, 189574.24775353, 187415.01052632,\n",
+ " 186859.79149798, 182356.79871977, 188098.89712919, 182419.07894737,\n",
+ " 187010.6502924 , 186778.33552632, 196525.86842105, 186379.80369844,\n",
+ " 190684.72807018, 182624.29111842, 185207.22857143, 181195.3062201 ,\n",
+ " 190059.79824561, 189051.35326954, 179828.0465587 , 186593.45175439,\n",
+ " 182213.34482759, 178333.35438596, 197498.12368421, 180725.71616541,\n",
+ " 185644.26315789, 184536.4235589 , 183362.29585327, 188552.94736842,\n",
+ " 183860.20467836, 188857.51083591, 189332.57236842, 201740.62200957,\n",
+ " 187716.30143541, 193076.52631579, 194376.00584795, 189818.75469925,\n",
+ " 187266.53508772, 191055.23383459, 190971.43859649, 192383.68421053,\n",
+ " 188091.2145749 , 200226.3993808 , 190363.00877193, 191284.71592443,\n",
+ " 187636.53782895, 192679.59210526, 195681.7888756 , 194135.10047847,\n",
+ " 179222.42434211, 191471.56648199, 191703.79824561, 183994.07017544,\n",
+ " 199336.78878116, 192943.54385965, 179239.58552632, 199585.28628389,\n",
+ " 194555.97368421, 182331.26425439, 195267.46052632, 185590.5877193 ,\n",
+ " 188152.98538012, 193465.84736842, 192769.02631579, 196444.60872576,\n",
+ " 201143.46973684, 193225.85526316, 193947.40327169, 206039.19504644,\n",
+ " 201794.16315789, 191361.20102339, 192294.14354067, 182721.53947368,\n",
+ " 195173.45864662, 192232.57894737, 188264.06710526, 190931.79411765,\n",
+ " 192739. , 186124.78865132, 182381.03508772, 189245.05263158,\n",
+ " 193306.60950764, 197997.85964912, 185259.27255639, 202629.70498615,\n",
+ " 197956.64473684, 205554.84210526, 183575.36513158, 185874.69736842,\n",
+ " 196401.53947368, 191149.12842105, 185993.93609023, 190067.2748538 ,\n",
+ " 189583.86498856, 192791.53421053, 205283.07142857, 195779.65679825,\n",
+ " 204519.40460526, 203922.07565789, 184360.11951754, 196346.75657895,\n",
+ " 202086. , 194966.75368421, 189266.0075188 , 186279.40789474,\n",
+ " 183627.37473684, 195389.94736842, 200592.60526316, 191638.30372807,\n",
+ " 194755.84210526, 194759.74122807, 184065.14605263, 190230.07894737,\n",
+ " 193532.18421053])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FastADC3peaks_unpumped</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.226e+04 6.872e+04 ... 7.293e+04</div><input id='attrs-e1862777-9f21-4393-ae12-8173a2949739' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e1862777-9f21-4393-ae12-8173a2949739' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-03c899f4-e8cb-47a8-894f-cf9581a71074' class='xr-var-data-in' type='checkbox'><label for='data-03c899f4-e8cb-47a8-894f-cf9581a71074' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([72262.08646617, 68715.23947368, 64584.20175439, 64910.38157895,\n",
+ " 64833.49342105, 59106.03947368, 56142.70574163, 60049.11363636,\n",
+ " 62547.86513158, 67968.01461988, 64835.23340961, 61410.92397661,\n",
+ " 60035.79425837, 56307.29210526, 60912.39181287, 56334.40669856,\n",
+ " 64290.58145363, 73954.81954887, 69602.3062201 , 68747.07330827,\n",
+ " 73756.76315789, 68501.36513158, 67171.10590501, 67085.43684211,\n",
+ " 65139.84412955, 61356.56899004, 65240.95454545, 60270.40789474,\n",
+ " 65060.14795322, 63931.81578947, 69509.25438596, 63370.50924609,\n",
+ " 65276.53508772, 61682.54111842, 63032.59398496, 60885.36602871,\n",
+ " 64811.21052632, 65174.12200957, 59047.29959514, 65140.74122807,\n",
+ " 62407.18602541, 59100.0877193 , 74451.58157895, 61769.08082707,\n",
+ " 64408.19298246, 64258.52005013, 62484.62679426, 67085.78947368,\n",
+ " 62560.12573099, 66987.68343653, 66205.17763158, 75253.58732057,\n",
+ " 64950.70414673, 69664.80701754, 69905.63840156, 67168.31109023,\n",
+ " 64805.73684211, 67350.6481203 , 67421.03654971, 68223.87719298,\n",
+ " 66152.13495277, 73418.97213622, 65013.28070175, 65595.4925776 ,\n",
+ " 63168.81085526, 67104.56578947, 68583.23624402, 68974.40909091,\n",
+ " 57950.04605263, 65383.96952909, 66946.88596491, 63264.74561404,\n",
+ " 72609.42243767, 68591.45614035, 61185.63552632, 74705.59888357,\n",
+ " 70767.28947368, 63788.25328947, 70662.82401316, 66433.33333333,\n",
+ " 68244.16008772, 69994.31710526, 69007.31578947, 73454.33448753,\n",
+ " 74729.07894737, 74920.73684211, 71491.28307255, 76140.02167183,\n",
+ " 71930.71578947, 67287.52997076, 68302.85167464, 62664.63909774,\n",
+ " 72003.86716792, 70552.96052632, 66759.21842105, 68895.63931889,\n",
+ " 66216.18421053, 64270.41036184, 59248.26315789, 65624.38815789,\n",
+ " 68693.34974533, 74345.26315789, 65766.31390977, 75203.19806094,\n",
+ " 75142.10789474, 79718.27631579, 64620.84758772, 65860.70789474,\n",
+ " 72925.60087719, 68719.71052632, 67388.46992481, 68395.48538012,\n",
+ " 69628.96453089, 70454.28947368, 78628.03007519, 69799.50109649,\n",
+ " 79918.22368421, 77523.79605263, 62848.68969298, 72544.64802632,\n",
+ " 75206.12030075, 70235.92421053, 69488.56390977, 64681.32236842,\n",
+ " 63473.79578947, 69390.87218045, 75703.09398496, 69123.03508772,\n",
+ " 72850.02631579, 72288.59649123, 66261.175 , 69864.12105263,\n",
+ " 72929.83552632])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PP800_DelayLine_binned</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>228.2 228.2 228.2 ... 229.5 229.5</div><input id='attrs-5c0aaa1a-1cbf-4a4a-983d-b0b3eb6a4e11' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5c0aaa1a-1cbf-4a4a-983d-b0b3eb6a4e11' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc39071a-bd78-4394-8c73-116d30b3035b' class='xr-var-data-in' type='checkbox'><label for='data-dc39071a-bd78-4394-8c73-116d30b3035b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([228.19, 228.2 , 228.21, 228.22, 228.23, 228.24, 228.25, 228.26,\n",
+ " 228.27, 228.28, 228.29, 228.3 , 228.31, 228.32, 228.33, 228.34,\n",
+ " 228.35, 228.36, 228.37, 228.38, 228.39, 228.4 , 228.41, 228.42,\n",
+ " 228.43, 228.44, 228.45, 228.46, 228.47, 228.48, 228.49, 228.5 ,\n",
+ " 228.51, 228.52, 228.53, 228.54, 228.55, 228.56, 228.57, 228.58,\n",
+ " 228.59, 228.6 , 228.61, 228.62, 228.63, 228.64, 228.65, 228.66,\n",
+ " 228.67, 228.68, 228.69, 228.7 , 228.71, 228.72, 228.73, 228.74,\n",
+ " 228.75, 228.76, 228.77, 228.78, 228.79, 228.8 , 228.81, 228.82,\n",
+ " 228.83, 228.84, 228.85, 228.86, 228.87, 228.88, 228.89, 228.9 ,\n",
+ " 228.91, 228.92, 228.93, 228.94, 228.95, 228.96, 228.97, 228.98,\n",
+ " 228.99, 229. , 229.01, 229.02, 229.03, 229.04, 229.05, 229.06,\n",
+ " 229.07, 229.08, 229.09, 229.1 , 229.11, 229.12, 229.13, 229.14,\n",
+ " 229.15, 229.16, 229.17, 229.18, 229.19, 229.2 , 229.21, 229.22,\n",
+ " 229.23, 229.24, 229.25, 229.26, 229.27, 229.28, 229.29, 229.3 ,\n",
+ " 229.31, 229.32, 229.33, 229.34, 229.35, 229.36, 229.37, 229.38,\n",
+ " 229.39, 229.4 , 229.41, 229.42, 229.43, 229.44, 229.45, 229.46,\n",
+ " 229.47, 229.48, 229.49, 229.5 , 229.51])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>deltaR</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.7039 0.7426 ... 0.8043 0.8176</div><input id='attrs-020cecb2-d363-4208-bd3d-b4bc823e8fa4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-020cecb2-d363-4208-bd3d-b4bc823e8fa4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0ab89866-9425-485b-bc77-346213c688fe' class='xr-var-data-in' type='checkbox'><label for='data-0ab89866-9425-485b-bc77-346213c688fe' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0.70385124, 0.74255221, 0.77766998, 0.87017641, 0.74800608,\n",
+ " 0.86592472, 0.77128721, 0.80402254, 0.72950695, 0.75897156,\n",
+ " 0.83430226, 0.91101336, 0.78813673, 0.90790016, 0.79596252,\n",
+ " 0.87665395, 0.71683061, 0.71309442, 0.87295462, 0.75857596,\n",
+ " 0.77615089, 0.89693514, 0.83722401, 0.7661077 , 0.83756665,\n",
+ " 0.80458832, 0.78111814, 0.90833003, 0.76409443, 0.84349968,\n",
+ " 0.887969 , 0.79121062, 0.76239562, 0.83904305, 0.80538514,\n",
+ " 0.89965652, 1.00601237, 0.81416877, 0.80146468, 0.78085243,\n",
+ " 0.93731413, 0.76565696, 0.66771189, 0.82960754, 0.80956486,\n",
+ " 0.81472271, 0.7364535 , 0.86384325, 0.9037318 , 0.79830365,\n",
+ " 0.6533153 , 0.66037838, 0.84896043, 0.71070147, 0.73876342,\n",
+ " 0.92704938, 0.84830079, 0.76066275, 0.84390484, 1.09900499,\n",
+ " 0.75314225, 0.7053432 , 0.91964663, 0.88049906, 0.8337061 ,\n",
+ " 0.61332073, -0.4908297 , -1.38092418, -1.71694534, -1.41272649,\n",
+ " -1.12163788, -0.88495334, -0.62656642, -0.57221739, -0.43261207,\n",
+ " -0.4023655 , -0.21184841, -0.25310234, -0.17742998, 0.0979598 ,\n",
+ " 0.0878335 , 0.04662353, 0.29446724, 0.08987701, 0.06824385,\n",
+ " 0.31115536, 0.17084691, 0.12668076, 0.38790246, 0.34540416,\n",
+ " 0.38015566, 0.39309014, 0.39800717, 0.47889755, 0.32988133,\n",
+ " 0.48823219, 0.08986072, 0.45616356, 0.64689386, 0.6260554 ,\n",
+ " 0.63195432, 0.16682678, 0.62454736, 0.60145391, 0.61497957,\n",
+ " 0.52936518, 0.71623744, 0.65510835, 0.62349348, 0.68527502,\n",
+ " 0.79377491, 0.77646893, 0.72685078, 0.75086669, 0.71044156,\n",
+ " 0.78726658, 0.73096593, 0.75446749, 0.77079654, 0.75317538,\n",
+ " 0.71045167, 0.75575987, 0.8700996 , 0.68470576, 0.74954458,\n",
+ " 0.81708488, 0.82238396, 0.77003303, 0.90494369, 0.87380964,\n",
+ " 0.84730445, 0.80425014, 0.81763735])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>deltaR_std</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.8555 0.9384 ... 0.9011 0.9902</div><input id='attrs-0d757cdd-02c7-4cea-9e66-3032d2046e67' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0d757cdd-02c7-4cea-9e66-3032d2046e67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2787a4d0-e153-47e3-a4ac-116af0584acc' class='xr-var-data-in' type='checkbox'><label for='data-2787a4d0-e153-47e3-a4ac-116af0584acc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.85545177, 0.93841195, 1.06069793, 0.97009039, 1.00235237,\n",
+ " 1.02465659, 1.08881174, 1.18354284, 1.10105758, 0.94419448,\n",
+ " 1.10333812, 1.25044795, 1.24834482, 1.38789353, 1.20968082,\n",
+ " 1.34141326, 1.32929632, 0.96091553, 1.13292954, 1.25282489,\n",
+ " 0.84890623, 1.14230059, 1.22441956, 1.11944006, 1.14878082,\n",
+ " 1.25239186, 1.10905762, 1.2463384 , 1.09378785, 0.86490763,\n",
+ " 0.9842779 , 0.97680361, 0.95354097, 1.11267323, 1.15434373,\n",
+ " 1.31644897, 1.22174905, 1.13620792, 1.34936305, 1.12999776,\n",
+ " 1.1443804 , 1.22406337, 1.10262927, 1.15136924, 1.22047518,\n",
+ " 1.04570819, 1.03606003, 1.11332781, 1.25878664, 1.06410925,\n",
+ " 1.01493852, 0.90763132, 1.18090303, 1.06900719, 1.08604532,\n",
+ " 1.05785876, 1.21670241, 1.11325976, 0.92150781, 1.02190008,\n",
+ " 1.17968835, 0.90456589, 1.19403934, 1.1603307 , 1.23112739,\n",
+ " 1.16134584, 1.70470913, 1.56421405, 1.38444676, 1.28389825,\n",
+ " 1.22478851, 1.2201193 , 0.99338145, 0.93029468, 1.12040987,\n",
+ " 0.92498353, 0.85140904, 1.10356919, 0.91579844, 1.09458168,\n",
+ " 1.02056374, 0.96768949, 0.88250351, 1.01015428, 0.95041354,\n",
+ " 0.83544882, 1.11615574, 1.03195493, 1.09973941, 1.03368069,\n",
+ " 1.06273812, 1.28234581, 0.96711403, 1.02144782, 1.17379835,\n",
+ " 1.06847914, 1.42512259, 1.29904952, 1.47429674, 1.18975112,\n",
+ " 1.18065232, 0.95923865, 0.94490389, 1.0050778 , 0.91978474,\n",
+ " 0.82042184, 1.0577044 , 1.03664646, 0.9958693 , 1.01540754,\n",
+ " 0.95103977, 0.97075627, 1.11194096, 0.99553242, 0.7820403 ,\n",
+ " 1.01667655, 0.84189865, 0.94093226, 1.12411352, 0.95974614,\n",
+ " 1.02574266, 1.06979631, 1.15320017, 1.10202532, 1.14919617,\n",
+ " 1.14551393, 0.91429609, 0.97152907, 0.93846568, 0.88445555,\n",
+ " 1.02541101, 0.90108751, 0.99023653])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>deltaR_stderr</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.07418 0.06808 ... 0.09245 0.08032</div><input id='attrs-749c4320-c7fb-4668-9889-d2e86313a5b1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-749c4320-c7fb-4668-9889-d2e86313a5b1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-73e083a2-9245-464d-972d-a4cd11d4d575' class='xr-var-data-in' type='checkbox'><label for='data-73e083a2-9245-464d-972d-a4cd11d4d575' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.07417708, 0.06807956, 0.09934346, 0.05948006, 0.05748885,\n",
+ " 0.09596788, 0.07531468, 0.05788897, 0.08930756, 0.07220436,\n",
+ " 0.05277982, 0.09562414, 0.08634982, 0.05034419, 0.0925066 ,\n",
+ " 0.0927875 , 0.04705658, 0.08332194, 0.07836638, 0.04434952,\n",
+ " 0.06491748, 0.09265281, 0.04386938, 0.11485213, 0.07309517,\n",
+ " 0.04723485, 0.07671512, 0.14296482, 0.03740676, 0.09921171,\n",
+ " 0.0651854 , 0.03684085, 0.12629959, 0.06381619, 0.04476353,\n",
+ " 0.09106068, 0.11442728, 0.04537577, 0.08585792, 0.07483593,\n",
+ " 0.04875224, 0.07250726, 0.05656369, 0.04991819, 0.16165589,\n",
+ " 0.05235089, 0.04137625, 0.14746387, 0.06806739, 0.04186682,\n",
+ " 0.11642143, 0.0443937 , 0.04716072, 0.14159346, 0.04795007,\n",
+ " 0.04586399, 0.16115617, 0.04317036, 0.04982944, 0.13535397,\n",
+ " 0.04333693, 0.05033139, 0.15815437, 0.04262581, 0.07061 ,\n",
+ " 0.1332155 , 0.0589586 , 0.10819895, 0.07940347, 0.04778175,\n",
+ " 0.1622272 , 0.0659765 , 0.03696983, 0.12322054, 0.05747581,\n",
+ " 0.03694028, 0.09766331, 0.05167936, 0.03714053, 0.14498089,\n",
+ " 0.03902223, 0.04964142, 0.20246019, 0.03759405, 0.04875519,\n",
+ " 0.13552769, 0.04209661, 0.05741951, 0.11283088, 0.03952377,\n",
+ " 0.07351113, 0.07862567, 0.04841626, 0.16570072, 0.06021459,\n",
+ " 0.05945177, 0.32694554, 0.05268341, 0.19527537, 0.13647381,\n",
+ " 0.04864793, 0.12705426, 0.05793577, 0.05289883, 0.0667282 ,\n",
+ " 0.07683955, 0.04953155, 0.07520624, 0.09327171, 0.04659009,\n",
+ " 0.08246561, 0.07423559, 0.05319135, 0.07222351, 0.06781149,\n",
+ " 0.04761024, 0.068287 , 0.07631968, 0.05264144, 0.07784569,\n",
+ " 0.08894317, 0.04908562, 0.09999514, 0.08938606, 0.05272874,\n",
+ " 0.09932866, 0.07927953, 0.04549602, 0.08789536, 0.08283685,\n",
+ " 0.05260248, 0.09244963, 0.08031879])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>counts</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>133 190 114 266 ... 114 380 95 152</div><input id='attrs-87eac02b-3517-4db1-99b2-6d96dc6cd99b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-87eac02b-3517-4db1-99b2-6d96dc6cd99b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-25b62ad5-a01b-4523-9ada-093e0c708146' class='xr-var-data-in' type='checkbox'><label for='data-25b62ad5-a01b-4523-9ada-093e0c708146' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([133, 190, 114, 266, 304, 114, 209, 418, 152, 171, 437, 171, 209,\n",
+ " 760, 171, 209, 798, 133, 209, 798, 171, 152, 779, 95, 247, 703,\n",
+ " 209, 76, 855, 76, 228, 703, 57, 304, 665, 209, 114, 627, 247,\n",
+ " 228, 551, 285, 380, 532, 57, 399, 627, 57, 342, 646, 76, 418,\n",
+ " 627, 57, 513, 532, 57, 665, 342, 57, 741, 323, 57, 741, 304,\n",
+ " 76, 836, 209, 304, 722, 57, 342, 722, 57, 380, 627, 76, 456,\n",
+ " 608, 57, 684, 380, 19, 722, 380, 38, 703, 323, 95, 684, 209,\n",
+ " 266, 399, 38, 380, 323, 19, 608, 57, 76, 589, 57, 266, 361,\n",
+ " 190, 114, 456, 190, 114, 475, 133, 171, 437, 190, 133, 456, 152,\n",
+ " 152, 456, 152, 133, 475, 133, 152, 475, 133, 133, 456, 114, 114,\n",
+ " 380, 95, 152])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d57cf439-b71e-4558-a766-eb4f7917e471' class='xr-section-summary-in' type='checkbox' checked><label for='section-d57cf439-b71e-4558-a766-eb4f7917e471' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202201/p002769/raw/r0425</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (delay: 133)\n",
+ "Coordinates:\n",
+ " * delay (delay) float64 228.2 228.2 228.2 ... 229.5 229.5\n",
+ "Data variables:\n",
+ " FastADC5peaks (delay) float64 2.009e+05 1.958e+05 ... 1.937e+05\n",
+ " FastADC3peaks (delay) float64 7.286e+04 6.932e+04 ... 7.36e+04\n",
+ " FastADC5peaks_unpumped (delay) float64 2.007e+05 1.955e+05 ... 1.935e+05\n",
+ " FastADC3peaks_unpumped (delay) float64 7.226e+04 6.872e+04 ... 7.293e+04\n",
+ " PP800_DelayLine_binned (delay) float64 228.2 228.2 228.2 ... 229.5 229.5\n",
+ " deltaR (delay) float64 0.7039 0.7426 ... 0.8043 0.8176\n",
+ " deltaR_std (delay) float64 0.8555 0.9384 ... 0.9011 0.9902\n",
+ " deltaR_stderr (delay) float64 0.07418 0.06808 ... 0.09245 0.08032\n",
+ " counts (delay) int64 133 190 114 266 304 ... 114 380 95 152\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202201/p002769/raw/r0425"
+ ]
+ },
+ "execution_count": 1,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import toolbox_scs as tb\n",
+ "proposal, runNB = 2769, 425\n",
+ "fields = ['FastADC5raw', 'FastADC3raw', 'PP800_DelayLine', 'BAM1932S']\n",
+ "run, ds = tb.load(proposal, runNB, fields)\n",
+ "\n",
+ "refl = tb.reflectivity(ds, Iokey='FastADC5peaks', Irkey='FastADC3peaks',\n",
+ " delaykey='PP800_DelayLine',\n",
+ " binWidth=0.01, plot=True)\n",
+ "refl"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6258228f",
+ "metadata": {},
+ "source": [
+ "The output is an `xarray.Dataset` that contains the binned `deltaR`, its standard deviation and standard error, as well as the delay line position bins and the counts per bin."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4c26f2df",
+ "metadata": {},
+ "source": [
+ "One can also convert the motor position axis in mm into temporal axis in ps. For this, the argument `positionToDelay` can be used, in combination with `origin` which gives the motor position for time zero and `invert`, which gives the sign of time axis relative to the motor axis. In this case, `binWidth` is the width in picosecond, and the output has a new coordinate `delay_ps`."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "162c731e",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (delay: 133)\n",
+ "Coordinates:\n",
+ " * delay (delay) float64 228.2 228.2 228.2 ... 229.5 229.5\n",
+ "Data variables:\n",
+ " FastADC5peaks (delay) float64 2.009e+05 1.958e+05 ... 1.937e+05\n",
+ " FastADC3peaks (delay) float64 7.286e+04 6.932e+04 ... 7.36e+04\n",
+ " FastADC5peaks_unpumped (delay) float64 2.007e+05 1.955e+05 ... 1.935e+05\n",
+ " FastADC3peaks_unpumped (delay) float64 7.226e+04 6.872e+04 ... 7.293e+04\n",
+ " PP800_DelayLine_binned (delay) float64 228.2 228.2 228.2 ... 229.5 229.5\n",
+ " deltaR (delay) float64 0.7039 0.7426 ... 0.8043 0.8176\n",
+ " deltaR_std (delay) float64 0.8555 0.9384 ... 0.9011 0.9902\n",
+ " deltaR_stderr (delay) float64 0.07418 0.06808 ... 0.09245 0.08032\n",
+ " counts (delay) int64 133 190 114 266 304 ... 114 380 95 152\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202201/p002769/raw/r0425</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-bbcbed29-bcd0-4297-8b02-cb1293afa20d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-bbcbed29-bcd0-4297-8b02-cb1293afa20d' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>delay</span>: 133</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-ae4747ae-1e19-48cd-906e-4c2dfd9f1a89' class='xr-section-summary-in' type='checkbox' checked><label for='section-ae4747ae-1e19-48cd-906e-4c2dfd9f1a89' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>delay</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>228.2 228.2 228.2 ... 229.5 229.5</div><input id='attrs-b3d5669a-e82b-468a-9a17-12c34016a42b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b3d5669a-e82b-468a-9a17-12c34016a42b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ee1a5c54-be59-479a-807d-cfb37ea8a6e5' class='xr-var-data-in' type='checkbox'><label for='data-ee1a5c54-be59-479a-807d-cfb37ea8a6e5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([228.19, 228.2 , 228.21, 228.22, 228.23, 228.24, 228.25, 228.26, 228.27,\n",
+ " 228.28, 228.29, 228.3 , 228.31, 228.32, 228.33, 228.34, 228.35, 228.36,\n",
+ " 228.37, 228.38, 228.39, 228.4 , 228.41, 228.42, 228.43, 228.44, 228.45,\n",
+ " 228.46, 228.47, 228.48, 228.49, 228.5 , 228.51, 228.52, 228.53, 228.54,\n",
+ " 228.55, 228.56, 228.57, 228.58, 228.59, 228.6 , 228.61, 228.62, 228.63,\n",
+ " 228.64, 228.65, 228.66, 228.67, 228.68, 228.69, 228.7 , 228.71, 228.72,\n",
+ " 228.73, 228.74, 228.75, 228.76, 228.77, 228.78, 228.79, 228.8 , 228.81,\n",
+ " 228.82, 228.83, 228.84, 228.85, 228.86, 228.87, 228.88, 228.89, 228.9 ,\n",
+ " 228.91, 228.92, 228.93, 228.94, 228.95, 228.96, 228.97, 228.98, 228.99,\n",
+ " 229. , 229.01, 229.02, 229.03, 229.04, 229.05, 229.06, 229.07, 229.08,\n",
+ " 229.09, 229.1 , 229.11, 229.12, 229.13, 229.14, 229.15, 229.16, 229.17,\n",
+ " 229.18, 229.19, 229.2 , 229.21, 229.22, 229.23, 229.24, 229.25, 229.26,\n",
+ " 229.27, 229.28, 229.29, 229.3 , 229.31, 229.32, 229.33, 229.34, 229.35,\n",
+ " 229.36, 229.37, 229.38, 229.39, 229.4 , 229.41, 229.42, 229.43, 229.44,\n",
+ " 229.45, 229.46, 229.47, 229.48, 229.49, 229.5 , 229.51])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-421259cb-0097-494b-8018-c278cc38ec5e' class='xr-section-summary-in' type='checkbox' checked><label for='section-421259cb-0097-494b-8018-c278cc38ec5e' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>FastADC5peaks</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.009e+05 1.958e+05 ... 1.937e+05</div><input id='attrs-336355a5-6397-4ff1-8dc7-9febdc5eac72' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-336355a5-6397-4ff1-8dc7-9febdc5eac72' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1f411006-5c3f-4af9-bb82-878f9193fce9' class='xr-var-data-in' type='checkbox'><label for='data-1f411006-5c3f-4af9-bb82-878f9193fce9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([200920.80827068, 195825.84736842, 189510.48684211, 188501.2406015 ,\n",
+ " 188378.09210526, 178347.77631579, 172510.37559809, 180592.78229665,\n",
+ " 177619.125 , 188322.56725146, 188552.62128146, 182600.14327485,\n",
+ " 179260.08133971, 173384.92105263, 181677.9122807 , 173940.15311005,\n",
+ " 189150.84398496, 197525. , 192838.81578947, 192767.60588972,\n",
+ " 200930.50292398, 192317.79605263, 189984.51476252, 187612.27368421,\n",
+ " 187279.29554656, 182917.86984353, 188577.37559809, 183137.38815789,\n",
+ " 187506.92748538, 187692.29605263, 197161.31359649, 186850.98079659,\n",
+ " 191139.19298246, 183116.69736842, 185739.84586466, 181913.284689 ,\n",
+ " 190850.95614035, 189357.39314195, 180145.93117409, 187107.35087719,\n",
+ " 182932.89927405, 178612.57894737, 197816.58421053, 181232.96710526,\n",
+ " 186243.5877193 , 185072.10651629, 183689.51674641, 189223.09649123,\n",
+ " 184499.76461988, 189261.23916409, 189302.44078947, 201999.93660287,\n",
+ " 188284.12440191, 193327.71929825, 194833.64035088, 190444.93233083,\n",
+ " 188375.27192982, 191503.24285714, 191733.3377193 , 193085.35964912,\n",
+ " 188390.34210526, 200583.54489164, 191159.43859649, 191823.12753036,\n",
+ " 188113.84375 , 192676.14473684, 196094.08133971, 194363.0430622 ,\n",
+ " 179547.44736842, 191910.14819945, 192854.11403509, 184552.23976608,\n",
+ " 199775.16412742, 193359.28947368, 179800.69605263, 200066.39633174,\n",
+ " 195319.82894737, 182674.09758772, 195655.54276316, 186347. ,\n",
+ " 188683.27339181, 194058.23421053, 193583.84210526, 196854.35387812,\n",
+ " 201428.38815789, 194367.72368421, 194212.37055477, 206466.89164087,\n",
+ " 202257.77894737, 191893.76973684, 192610.90191388, 183270.17293233,\n",
+ " 195644.79949875, 192862.02631579, 188519.87763158, 191419.30959752,\n",
+ " 192627.44736842, 186425.55509868, 182790.13157895, 190021.81578947,\n",
+ " 193938.71052632, 197611.14035088, 185728.43421053, 203261.91689751,\n",
+ " 198541.83947368, 206242.96929825, 184223.10087719, 186485.88947368,\n",
+ " 196665.40789474, 191610.07578947, 186898.57142857, 190856.82748538,\n",
+ " 190029.75858124, 193314.24736842, 205812.34210526, 196283.98574561,\n",
+ " 204917.97368421, 204331.94736842, 184858.6622807 , 196732.83223684,\n",
+ " 202482.06390977, 195409.64210526, 189902.76315789, 186521.84210526,\n",
+ " 183957.52105263, 195779.66917293, 200891.96240602, 191778.62828947,\n",
+ " 195179.25 , 195449.13596491, 184506.06052632, 190612.88421053,\n",
+ " 193726.34210526])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FastADC3peaks</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.286e+04 6.932e+04 ... 7.36e+04</div><input id='attrs-9142076a-f88b-432c-ab70-eaeb83ca457f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9142076a-f88b-432c-ab70-eaeb83ca457f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cd5ea06b-d269-4d6c-adc3-75a54fe4b16a' class='xr-var-data-in' type='checkbox'><label for='data-cd5ea06b-d269-4d6c-adc3-75a54fe4b16a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([72856.94736842, 69320.45789474, 65163.81578947, 65712.34962406,\n",
+ " 65466.56578947, 59836.97368421, 56723.22488038, 60682.44617225,\n",
+ " 63105.80592105, 68624.78947368, 65546.69908467, 62159.0877193 ,\n",
+ " 60646.50239234, 56972.43355263, 61569.13450292, 57006.35645933,\n",
+ " 64891.44799499, 74590.20300752, 70388.3708134 , 69410.52506266,\n",
+ " 74529.08479532, 69272.17434211, 67872.14762516, 67641.01578947,\n",
+ " 65823.5951417 , 62037.55405405, 65903.47607656, 61076.13815789,\n",
+ " 65717.6497076 , 64752.94736842, 70336.92982456, 64022.44736842,\n",
+ " 65919.71929825, 62369.47532895, 63710.83383459, 61651.38755981,\n",
+ " 65728.10526316, 65805.31259968, 59630.70242915, 65816.33991228,\n",
+ " 63220.61433757, 59650.04035088, 75057.16710526, 62443.51785714,\n",
+ " 65161.93859649, 64979.57769424, 63049.64114833, 67905.80701754,\n",
+ " 63343.08625731, 67658.85758514, 66645.46710526, 75850.80502392,\n",
+ " 65682.94417863, 70237.10526316, 70576.00584795, 68002.45394737,\n",
+ " 65730.43859649, 68008.1593985 , 68256.3245614 , 69237.14035088,\n",
+ " 66743.81983806, 74070.8250774 , 65874.04385965, 66345.39203779,\n",
+ " 63851.84375 , 67526.69078947, 68314.92643541, 68100.3277512 ,\n",
+ " 57057.98684211, 64602.88642659, 66557.24561404, 62893.44005848,\n",
+ " 72320.7098338 , 68318.89473684, 61111.61710526, 74585.01594896,\n",
+ " 70878.75 , 63732.32017544, 70684.27549342, 66751.86842105,\n",
+ " 68464.04605263, 70226.39078947, 69473.26315789, 73670.37811634,\n",
+ " 74887.55526316, 75554.13157895, 71704.23897582, 76393.81733746,\n",
+ " 72372.25789474, 67687.82090643, 68657.34210526, 63098.15037594,\n",
+ " 72445.66165414, 71142.93421053, 67072.68157895, 69393.92260062,\n",
+ " 66224.47368421, 64661.50575658, 59763.68421053, 66291.94078947,\n",
+ " 69328.44482173, 74323.99122807, 66339.72180451, 75884.17313019,\n",
+ " 75811.38684211, 80378. , 65301.96820175, 66485.62368421,\n",
+ " 73480.75 , 69350.80526316, 68246.83458647, 69184.29239766,\n",
+ " 70283.79405034, 71150.48421053, 79372.39473684, 70509.36184211,\n",
+ " 80602.79934211, 78262.32894737, 63466.9627193 , 73199.79605263,\n",
+ " 75885.94736842, 70899.70526316, 70328.36466165, 65183.76973684,\n",
+ " 64047.02421053, 70102.63157895, 76442.21428571, 69687.48684211,\n",
+ " 73643.92982456, 73165.25 , 66983.13289474, 70555.86315789,\n",
+ " 73600.03289474])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FastADC5peaks_unpumped</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.007e+05 1.955e+05 ... 1.935e+05</div><input id='attrs-912836b3-0034-497e-8ab6-f9b4329460f0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-912836b3-0034-497e-8ab6-f9b4329460f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8f6d7289-a8eb-4f12-b503-26a52beec6e9' class='xr-var-data-in' type='checkbox'><label for='data-8f6d7289-a8eb-4f12-b503-26a52beec6e9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([200694.83458647, 195514.69473684, 189227.92982456, 187790.19736842,\n",
+ " 187953.26809211, 177604.73245614, 172034.61244019, 180130.63157895,\n",
+ " 177259.54276316, 187929.04385965, 188007.41533181, 181952.4619883 ,\n",
+ " 178861.65550239, 172836.59473684, 181117.24853801, 173360.22488038,\n",
+ " 188746.0858396 , 197224.45112782, 192317.35167464, 192330.67293233,\n",
+ " 200344.16959064, 191837.80263158, 189574.24775353, 187415.01052632,\n",
+ " 186859.79149798, 182356.79871977, 188098.89712919, 182419.07894737,\n",
+ " 187010.6502924 , 186778.33552632, 196525.86842105, 186379.80369844,\n",
+ " 190684.72807018, 182624.29111842, 185207.22857143, 181195.3062201 ,\n",
+ " 190059.79824561, 189051.35326954, 179828.0465587 , 186593.45175439,\n",
+ " 182213.34482759, 178333.35438596, 197498.12368421, 180725.71616541,\n",
+ " 185644.26315789, 184536.4235589 , 183362.29585327, 188552.94736842,\n",
+ " 183860.20467836, 188857.51083591, 189332.57236842, 201740.62200957,\n",
+ " 187716.30143541, 193076.52631579, 194376.00584795, 189818.75469925,\n",
+ " 187266.53508772, 191055.23383459, 190971.43859649, 192383.68421053,\n",
+ " 188091.2145749 , 200226.3993808 , 190363.00877193, 191284.71592443,\n",
+ " 187636.53782895, 192679.59210526, 195681.7888756 , 194135.10047847,\n",
+ " 179222.42434211, 191471.56648199, 191703.79824561, 183994.07017544,\n",
+ " 199336.78878116, 192943.54385965, 179239.58552632, 199585.28628389,\n",
+ " 194555.97368421, 182331.26425439, 195267.46052632, 185590.5877193 ,\n",
+ " 188152.98538012, 193465.84736842, 192769.02631579, 196444.60872576,\n",
+ " 201143.46973684, 193225.85526316, 193947.40327169, 206039.19504644,\n",
+ " 201794.16315789, 191361.20102339, 192294.14354067, 182721.53947368,\n",
+ " 195173.45864662, 192232.57894737, 188264.06710526, 190931.79411765,\n",
+ " 192739. , 186124.78865132, 182381.03508772, 189245.05263158,\n",
+ " 193306.60950764, 197997.85964912, 185259.27255639, 202629.70498615,\n",
+ " 197956.64473684, 205554.84210526, 183575.36513158, 185874.69736842,\n",
+ " 196401.53947368, 191149.12842105, 185993.93609023, 190067.2748538 ,\n",
+ " 189583.86498856, 192791.53421053, 205283.07142857, 195779.65679825,\n",
+ " 204519.40460526, 203922.07565789, 184360.11951754, 196346.75657895,\n",
+ " 202086. , 194966.75368421, 189266.0075188 , 186279.40789474,\n",
+ " 183627.37473684, 195389.94736842, 200592.60526316, 191638.30372807,\n",
+ " 194755.84210526, 194759.74122807, 184065.14605263, 190230.07894737,\n",
+ " 193532.18421053])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FastADC3peaks_unpumped</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.226e+04 6.872e+04 ... 7.293e+04</div><input id='attrs-12f07414-9070-4428-8b9d-4e662507c86a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-12f07414-9070-4428-8b9d-4e662507c86a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4df09ae4-03c1-4637-8a58-5cfd98b3880a' class='xr-var-data-in' type='checkbox'><label for='data-4df09ae4-03c1-4637-8a58-5cfd98b3880a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([72262.08646617, 68715.23947368, 64584.20175439, 64910.38157895,\n",
+ " 64833.49342105, 59106.03947368, 56142.70574163, 60049.11363636,\n",
+ " 62547.86513158, 67968.01461988, 64835.23340961, 61410.92397661,\n",
+ " 60035.79425837, 56307.29210526, 60912.39181287, 56334.40669856,\n",
+ " 64290.58145363, 73954.81954887, 69602.3062201 , 68747.07330827,\n",
+ " 73756.76315789, 68501.36513158, 67171.10590501, 67085.43684211,\n",
+ " 65139.84412955, 61356.56899004, 65240.95454545, 60270.40789474,\n",
+ " 65060.14795322, 63931.81578947, 69509.25438596, 63370.50924609,\n",
+ " 65276.53508772, 61682.54111842, 63032.59398496, 60885.36602871,\n",
+ " 64811.21052632, 65174.12200957, 59047.29959514, 65140.74122807,\n",
+ " 62407.18602541, 59100.0877193 , 74451.58157895, 61769.08082707,\n",
+ " 64408.19298246, 64258.52005013, 62484.62679426, 67085.78947368,\n",
+ " 62560.12573099, 66987.68343653, 66205.17763158, 75253.58732057,\n",
+ " 64950.70414673, 69664.80701754, 69905.63840156, 67168.31109023,\n",
+ " 64805.73684211, 67350.6481203 , 67421.03654971, 68223.87719298,\n",
+ " 66152.13495277, 73418.97213622, 65013.28070175, 65595.4925776 ,\n",
+ " 63168.81085526, 67104.56578947, 68583.23624402, 68974.40909091,\n",
+ " 57950.04605263, 65383.96952909, 66946.88596491, 63264.74561404,\n",
+ " 72609.42243767, 68591.45614035, 61185.63552632, 74705.59888357,\n",
+ " 70767.28947368, 63788.25328947, 70662.82401316, 66433.33333333,\n",
+ " 68244.16008772, 69994.31710526, 69007.31578947, 73454.33448753,\n",
+ " 74729.07894737, 74920.73684211, 71491.28307255, 76140.02167183,\n",
+ " 71930.71578947, 67287.52997076, 68302.85167464, 62664.63909774,\n",
+ " 72003.86716792, 70552.96052632, 66759.21842105, 68895.63931889,\n",
+ " 66216.18421053, 64270.41036184, 59248.26315789, 65624.38815789,\n",
+ " 68693.34974533, 74345.26315789, 65766.31390977, 75203.19806094,\n",
+ " 75142.10789474, 79718.27631579, 64620.84758772, 65860.70789474,\n",
+ " 72925.60087719, 68719.71052632, 67388.46992481, 68395.48538012,\n",
+ " 69628.96453089, 70454.28947368, 78628.03007519, 69799.50109649,\n",
+ " 79918.22368421, 77523.79605263, 62848.68969298, 72544.64802632,\n",
+ " 75206.12030075, 70235.92421053, 69488.56390977, 64681.32236842,\n",
+ " 63473.79578947, 69390.87218045, 75703.09398496, 69123.03508772,\n",
+ " 72850.02631579, 72288.59649123, 66261.175 , 69864.12105263,\n",
+ " 72929.83552632])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PP800_DelayLine_binned</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>228.2 228.2 228.2 ... 229.5 229.5</div><input id='attrs-b7d0666c-3891-4429-8c57-5fa9ec15b260' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b7d0666c-3891-4429-8c57-5fa9ec15b260' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e2cab933-3819-499a-b553-7fe01900ccd7' class='xr-var-data-in' type='checkbox'><label for='data-e2cab933-3819-499a-b553-7fe01900ccd7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([228.19, 228.2 , 228.21, 228.22, 228.23, 228.24, 228.25, 228.26,\n",
+ " 228.27, 228.28, 228.29, 228.3 , 228.31, 228.32, 228.33, 228.34,\n",
+ " 228.35, 228.36, 228.37, 228.38, 228.39, 228.4 , 228.41, 228.42,\n",
+ " 228.43, 228.44, 228.45, 228.46, 228.47, 228.48, 228.49, 228.5 ,\n",
+ " 228.51, 228.52, 228.53, 228.54, 228.55, 228.56, 228.57, 228.58,\n",
+ " 228.59, 228.6 , 228.61, 228.62, 228.63, 228.64, 228.65, 228.66,\n",
+ " 228.67, 228.68, 228.69, 228.7 , 228.71, 228.72, 228.73, 228.74,\n",
+ " 228.75, 228.76, 228.77, 228.78, 228.79, 228.8 , 228.81, 228.82,\n",
+ " 228.83, 228.84, 228.85, 228.86, 228.87, 228.88, 228.89, 228.9 ,\n",
+ " 228.91, 228.92, 228.93, 228.94, 228.95, 228.96, 228.97, 228.98,\n",
+ " 228.99, 229. , 229.01, 229.02, 229.03, 229.04, 229.05, 229.06,\n",
+ " 229.07, 229.08, 229.09, 229.1 , 229.11, 229.12, 229.13, 229.14,\n",
+ " 229.15, 229.16, 229.17, 229.18, 229.19, 229.2 , 229.21, 229.22,\n",
+ " 229.23, 229.24, 229.25, 229.26, 229.27, 229.28, 229.29, 229.3 ,\n",
+ " 229.31, 229.32, 229.33, 229.34, 229.35, 229.36, 229.37, 229.38,\n",
+ " 229.39, 229.4 , 229.41, 229.42, 229.43, 229.44, 229.45, 229.46,\n",
+ " 229.47, 229.48, 229.49, 229.5 , 229.51])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>deltaR</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.7039 0.7426 ... 0.8043 0.8176</div><input id='attrs-9de14aef-08b5-4fc2-b8b2-c607dbcf807b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9de14aef-08b5-4fc2-b8b2-c607dbcf807b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-254b9031-6daa-47ed-9ace-52b5b957e31e' class='xr-var-data-in' type='checkbox'><label for='data-254b9031-6daa-47ed-9ace-52b5b957e31e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0.70385124, 0.74255221, 0.77766998, 0.87017641, 0.74800608,\n",
+ " 0.86592472, 0.77128721, 0.80402254, 0.72950695, 0.75897156,\n",
+ " 0.83430226, 0.91101336, 0.78813673, 0.90790016, 0.79596252,\n",
+ " 0.87665395, 0.71683061, 0.71309442, 0.87295462, 0.75857596,\n",
+ " 0.77615089, 0.89693514, 0.83722401, 0.7661077 , 0.83756665,\n",
+ " 0.80458832, 0.78111814, 0.90833003, 0.76409443, 0.84349968,\n",
+ " 0.887969 , 0.79121062, 0.76239562, 0.83904305, 0.80538514,\n",
+ " 0.89965652, 1.00601237, 0.81416877, 0.80146468, 0.78085243,\n",
+ " 0.93731413, 0.76565696, 0.66771189, 0.82960754, 0.80956486,\n",
+ " 0.81472271, 0.7364535 , 0.86384325, 0.9037318 , 0.79830365,\n",
+ " 0.6533153 , 0.66037838, 0.84896043, 0.71070147, 0.73876342,\n",
+ " 0.92704938, 0.84830079, 0.76066275, 0.84390484, 1.09900499,\n",
+ " 0.75314225, 0.7053432 , 0.91964663, 0.88049906, 0.8337061 ,\n",
+ " 0.61332073, -0.4908297 , -1.38092418, -1.71694534, -1.41272649,\n",
+ " -1.12163788, -0.88495334, -0.62656642, -0.57221739, -0.43261207,\n",
+ " -0.4023655 , -0.21184841, -0.25310234, -0.17742998, 0.0979598 ,\n",
+ " 0.0878335 , 0.04662353, 0.29446724, 0.08987701, 0.06824385,\n",
+ " 0.31115536, 0.17084691, 0.12668076, 0.38790246, 0.34540416,\n",
+ " 0.38015566, 0.39309014, 0.39800717, 0.47889755, 0.32988133,\n",
+ " 0.48823219, 0.08986072, 0.45616356, 0.64689386, 0.6260554 ,\n",
+ " 0.63195432, 0.16682678, 0.62454736, 0.60145391, 0.61497957,\n",
+ " 0.52936518, 0.71623744, 0.65510835, 0.62349348, 0.68527502,\n",
+ " 0.79377491, 0.77646893, 0.72685078, 0.75086669, 0.71044156,\n",
+ " 0.78726658, 0.73096593, 0.75446749, 0.77079654, 0.75317538,\n",
+ " 0.71045167, 0.75575987, 0.8700996 , 0.68470576, 0.74954458,\n",
+ " 0.81708488, 0.82238396, 0.77003303, 0.90494369, 0.87380964,\n",
+ " 0.84730445, 0.80425014, 0.81763735])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>deltaR_std</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.8555 0.9384 ... 0.9011 0.9902</div><input id='attrs-dcdaac0a-6e49-4672-a502-0f0013d0d8b1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dcdaac0a-6e49-4672-a502-0f0013d0d8b1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c1139164-64f1-4624-a117-980505cad8d4' class='xr-var-data-in' type='checkbox'><label for='data-c1139164-64f1-4624-a117-980505cad8d4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.85545177, 0.93841195, 1.06069793, 0.97009039, 1.00235237,\n",
+ " 1.02465659, 1.08881174, 1.18354284, 1.10105758, 0.94419448,\n",
+ " 1.10333812, 1.25044795, 1.24834482, 1.38789353, 1.20968082,\n",
+ " 1.34141326, 1.32929632, 0.96091553, 1.13292954, 1.25282489,\n",
+ " 0.84890623, 1.14230059, 1.22441956, 1.11944006, 1.14878082,\n",
+ " 1.25239186, 1.10905762, 1.2463384 , 1.09378785, 0.86490763,\n",
+ " 0.9842779 , 0.97680361, 0.95354097, 1.11267323, 1.15434373,\n",
+ " 1.31644897, 1.22174905, 1.13620792, 1.34936305, 1.12999776,\n",
+ " 1.1443804 , 1.22406337, 1.10262927, 1.15136924, 1.22047518,\n",
+ " 1.04570819, 1.03606003, 1.11332781, 1.25878664, 1.06410925,\n",
+ " 1.01493852, 0.90763132, 1.18090303, 1.06900719, 1.08604532,\n",
+ " 1.05785876, 1.21670241, 1.11325976, 0.92150781, 1.02190008,\n",
+ " 1.17968835, 0.90456589, 1.19403934, 1.1603307 , 1.23112739,\n",
+ " 1.16134584, 1.70470913, 1.56421405, 1.38444676, 1.28389825,\n",
+ " 1.22478851, 1.2201193 , 0.99338145, 0.93029468, 1.12040987,\n",
+ " 0.92498353, 0.85140904, 1.10356919, 0.91579844, 1.09458168,\n",
+ " 1.02056374, 0.96768949, 0.88250351, 1.01015428, 0.95041354,\n",
+ " 0.83544882, 1.11615574, 1.03195493, 1.09973941, 1.03368069,\n",
+ " 1.06273812, 1.28234581, 0.96711403, 1.02144782, 1.17379835,\n",
+ " 1.06847914, 1.42512259, 1.29904952, 1.47429674, 1.18975112,\n",
+ " 1.18065232, 0.95923865, 0.94490389, 1.0050778 , 0.91978474,\n",
+ " 0.82042184, 1.0577044 , 1.03664646, 0.9958693 , 1.01540754,\n",
+ " 0.95103977, 0.97075627, 1.11194096, 0.99553242, 0.7820403 ,\n",
+ " 1.01667655, 0.84189865, 0.94093226, 1.12411352, 0.95974614,\n",
+ " 1.02574266, 1.06979631, 1.15320017, 1.10202532, 1.14919617,\n",
+ " 1.14551393, 0.91429609, 0.97152907, 0.93846568, 0.88445555,\n",
+ " 1.02541101, 0.90108751, 0.99023653])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>deltaR_stderr</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.07418 0.06808 ... 0.09245 0.08032</div><input id='attrs-7a2f82bc-4fad-4d0d-ba41-e8be61c58c03' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7a2f82bc-4fad-4d0d-ba41-e8be61c58c03' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-83278f27-9d16-4f22-9bc3-45de7991bc1d' class='xr-var-data-in' type='checkbox'><label for='data-83278f27-9d16-4f22-9bc3-45de7991bc1d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.07417708, 0.06807956, 0.09934346, 0.05948006, 0.05748885,\n",
+ " 0.09596788, 0.07531468, 0.05788897, 0.08930756, 0.07220436,\n",
+ " 0.05277982, 0.09562414, 0.08634982, 0.05034419, 0.0925066 ,\n",
+ " 0.0927875 , 0.04705658, 0.08332194, 0.07836638, 0.04434952,\n",
+ " 0.06491748, 0.09265281, 0.04386938, 0.11485213, 0.07309517,\n",
+ " 0.04723485, 0.07671512, 0.14296482, 0.03740676, 0.09921171,\n",
+ " 0.0651854 , 0.03684085, 0.12629959, 0.06381619, 0.04476353,\n",
+ " 0.09106068, 0.11442728, 0.04537577, 0.08585792, 0.07483593,\n",
+ " 0.04875224, 0.07250726, 0.05656369, 0.04991819, 0.16165589,\n",
+ " 0.05235089, 0.04137625, 0.14746387, 0.06806739, 0.04186682,\n",
+ " 0.11642143, 0.0443937 , 0.04716072, 0.14159346, 0.04795007,\n",
+ " 0.04586399, 0.16115617, 0.04317036, 0.04982944, 0.13535397,\n",
+ " 0.04333693, 0.05033139, 0.15815437, 0.04262581, 0.07061 ,\n",
+ " 0.1332155 , 0.0589586 , 0.10819895, 0.07940347, 0.04778175,\n",
+ " 0.1622272 , 0.0659765 , 0.03696983, 0.12322054, 0.05747581,\n",
+ " 0.03694028, 0.09766331, 0.05167936, 0.03714053, 0.14498089,\n",
+ " 0.03902223, 0.04964142, 0.20246019, 0.03759405, 0.04875519,\n",
+ " 0.13552769, 0.04209661, 0.05741951, 0.11283088, 0.03952377,\n",
+ " 0.07351113, 0.07862567, 0.04841626, 0.16570072, 0.06021459,\n",
+ " 0.05945177, 0.32694554, 0.05268341, 0.19527537, 0.13647381,\n",
+ " 0.04864793, 0.12705426, 0.05793577, 0.05289883, 0.0667282 ,\n",
+ " 0.07683955, 0.04953155, 0.07520624, 0.09327171, 0.04659009,\n",
+ " 0.08246561, 0.07423559, 0.05319135, 0.07222351, 0.06781149,\n",
+ " 0.04761024, 0.068287 , 0.07631968, 0.05264144, 0.07784569,\n",
+ " 0.08894317, 0.04908562, 0.09999514, 0.08938606, 0.05272874,\n",
+ " 0.09932866, 0.07927953, 0.04549602, 0.08789536, 0.08283685,\n",
+ " 0.05260248, 0.09244963, 0.08031879])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>counts</span></div><div class='xr-var-dims'>(delay)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>133 190 114 266 ... 114 380 95 152</div><input id='attrs-cd25ff3c-57c7-425e-b722-aa2a9402d4d1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cd25ff3c-57c7-425e-b722-aa2a9402d4d1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a6a1d74f-b45c-419f-80ac-3a2be50aaa59' class='xr-var-data-in' type='checkbox'><label for='data-a6a1d74f-b45c-419f-80ac-3a2be50aaa59' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([133, 190, 114, 266, 304, 114, 209, 418, 152, 171, 437, 171, 209,\n",
+ " 760, 171, 209, 798, 133, 209, 798, 171, 152, 779, 95, 247, 703,\n",
+ " 209, 76, 855, 76, 228, 703, 57, 304, 665, 209, 114, 627, 247,\n",
+ " 228, 551, 285, 380, 532, 57, 399, 627, 57, 342, 646, 76, 418,\n",
+ " 627, 57, 513, 532, 57, 665, 342, 57, 741, 323, 57, 741, 304,\n",
+ " 76, 836, 209, 304, 722, 57, 342, 722, 57, 380, 627, 76, 456,\n",
+ " 608, 57, 684, 380, 19, 722, 380, 38, 703, 323, 95, 684, 209,\n",
+ " 266, 399, 38, 380, 323, 19, 608, 57, 76, 589, 57, 266, 361,\n",
+ " 190, 114, 456, 190, 114, 475, 133, 171, 437, 190, 133, 456, 152,\n",
+ " 152, 456, 152, 133, 475, 133, 152, 475, 133, 133, 456, 114, 114,\n",
+ " 380, 95, 152])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4b4744e6-e835-4976-acaf-91208bdda9e9' class='xr-section-summary-in' type='checkbox' checked><label for='section-4b4744e6-e835-4976-acaf-91208bdda9e9' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202201/p002769/raw/r0425</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (delay: 133)\n",
+ "Coordinates:\n",
+ " * delay (delay) float64 228.2 228.2 228.2 ... 229.5 229.5\n",
+ "Data variables:\n",
+ " FastADC5peaks (delay) float64 2.009e+05 1.958e+05 ... 1.937e+05\n",
+ " FastADC3peaks (delay) float64 7.286e+04 6.932e+04 ... 7.36e+04\n",
+ " FastADC5peaks_unpumped (delay) float64 2.007e+05 1.955e+05 ... 1.935e+05\n",
+ " FastADC3peaks_unpumped (delay) float64 7.226e+04 6.872e+04 ... 7.293e+04\n",
+ " PP800_DelayLine_binned (delay) float64 228.2 228.2 228.2 ... 229.5 229.5\n",
+ " deltaR (delay) float64 0.7039 0.7426 ... 0.8043 0.8176\n",
+ " deltaR_std (delay) float64 0.8555 0.9384 ... 0.9011 0.9902\n",
+ " deltaR_stderr (delay) float64 0.07418 0.06808 ... 0.09245 0.08032\n",
+ " counts (delay) int64 133 190 114 266 304 ... 114 380 95 152\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202201/p002769/raw/r0425"
+ ]
+ },
+ "execution_count": 2,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 432x288 with 3 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "refl = tb.reflectivity(ds, Iokey='FastADC5peaks', Irkey='FastADC3peaks',\n",
+ " delaykey='PP800_DelayLine',\n",
+ " positionToDelay=True, origin=228.845, invert=False,\n",
+ " binWidth=0.01, plot=True)\n",
+ "refl"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "bf8fa1d7",
+ "metadata": {},
+ "source": [
+ "## Correction by the BAM"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "2e84a09e",
+ "metadata": {},
+ "source": [
+ "The BAM data can be taken into account by calculating the delay from the motor position and adding the BAM values to it:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "1600492a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "ds['delay'] = ds['BAM1932S'] + tb.positionToDelay(ds['PP800_DelayLine'], origin=228.845, invert=False)\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "289344cd",
+ "metadata": {},
+ "source": [
+ "Once this is done, the new `delay` variable has two dimensions `trainId` and `sa3_pId`, while the OL photodiodes (`FastADC3peaks` and `FastADC5peaks`) have dimensions `trainId` and `ol_pId`. The aligment of the OL pulses to the FEL pulses can be done by shifting the `ol_pId` coordinates:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "6d159714",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+ "<defs>\n",
+ "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+ "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+ "</symbol>\n",
+ "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+ "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+ "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+ "</symbol>\n",
+ "</defs>\n",
+ "</svg>\n",
+ "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+ " *\n",
+ " */\n",
+ "\n",
+ ":root {\n",
+ " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+ " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+ " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+ " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+ " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+ " --xr-background-color: var(--jp-layout-color0, white);\n",
+ " --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+ "}\n",
+ "\n",
+ "html[theme=dark],\n",
+ "body.vscode-dark {\n",
+ " --xr-font-color0: rgba(255, 255, 255, 1);\n",
+ " --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+ " --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+ " --xr-border-color: #1F1F1F;\n",
+ " --xr-disabled-color: #515151;\n",
+ " --xr-background-color: #111111;\n",
+ " --xr-background-color-row-even: #111111;\n",
+ " --xr-background-color-row-odd: #313131;\n",
+ "}\n",
+ "\n",
+ ".xr-wrap {\n",
+ " display: block;\n",
+ " min-width: 300px;\n",
+ " max-width: 700px;\n",
+ "}\n",
+ "\n",
+ ".xr-text-repr-fallback {\n",
+ " /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-header {\n",
+ " padding-top: 6px;\n",
+ " padding-bottom: 6px;\n",
+ " margin-bottom: 4px;\n",
+ " border-bottom: solid 1px var(--xr-border-color);\n",
+ "}\n",
+ "\n",
+ ".xr-header > div,\n",
+ ".xr-header > ul {\n",
+ " display: inline;\n",
+ " margin-top: 0;\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type,\n",
+ ".xr-array-name {\n",
+ " margin-left: 2px;\n",
+ " margin-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-obj-type {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-sections {\n",
+ " padding-left: 0 !important;\n",
+ " display: grid;\n",
+ " grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input + label {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label {\n",
+ " cursor: pointer;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-item input:enabled + label:hover {\n",
+ " color: var(--xr-font-color0);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary {\n",
+ " grid-column: 1;\n",
+ " color: var(--xr-font-color2);\n",
+ " font-weight: 500;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary > span {\n",
+ " display: inline-block;\n",
+ " padding-left: 0.5em;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label {\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in + label:before {\n",
+ " display: inline-block;\n",
+ " content: 'â–º';\n",
+ " font-size: 11px;\n",
+ " width: 15px;\n",
+ " text-align: center;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:disabled + label:before {\n",
+ " color: var(--xr-disabled-color);\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label:before {\n",
+ " content: 'â–¼';\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked + label > span {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary,\n",
+ ".xr-section-inline-details {\n",
+ " padding-top: 4px;\n",
+ " padding-bottom: 4px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-inline-details {\n",
+ " grid-column: 2 / -1;\n",
+ "}\n",
+ "\n",
+ ".xr-section-details {\n",
+ " display: none;\n",
+ " grid-column: 1 / -1;\n",
+ " margin-bottom: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap {\n",
+ " grid-column: 1 / -1;\n",
+ " display: grid;\n",
+ " grid-template-columns: 20px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-array-wrap > label {\n",
+ " grid-column: 1;\n",
+ " vertical-align: top;\n",
+ "}\n",
+ "\n",
+ ".xr-preview {\n",
+ " color: var(--xr-font-color3);\n",
+ "}\n",
+ "\n",
+ ".xr-array-preview,\n",
+ ".xr-array-data {\n",
+ " padding: 0 5px !important;\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-array-data,\n",
+ ".xr-array-in:checked ~ .xr-array-preview {\n",
+ " display: none;\n",
+ "}\n",
+ "\n",
+ ".xr-array-in:checked ~ .xr-array-data,\n",
+ ".xr-array-preview {\n",
+ " display: inline-block;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list {\n",
+ " display: inline-block !important;\n",
+ " list-style: none;\n",
+ " padding: 0 !important;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li {\n",
+ " display: inline-block;\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:before {\n",
+ " content: '(';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list:after {\n",
+ " content: ')';\n",
+ "}\n",
+ "\n",
+ ".xr-dim-list li:not(:last-child):after {\n",
+ " content: ',';\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-has-index {\n",
+ " font-weight: bold;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list,\n",
+ ".xr-var-item {\n",
+ " display: contents;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > div,\n",
+ ".xr-var-item label,\n",
+ ".xr-var-item > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-even);\n",
+ " margin-bottom: 0;\n",
+ "}\n",
+ "\n",
+ ".xr-var-item > .xr-var-name:hover span {\n",
+ " padding-right: 5px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-list > li:nth-child(odd) > div,\n",
+ ".xr-var-list > li:nth-child(odd) > label,\n",
+ ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+ " background-color: var(--xr-background-color-row-odd);\n",
+ "}\n",
+ "\n",
+ ".xr-var-name {\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dims {\n",
+ " grid-column: 2;\n",
+ "}\n",
+ "\n",
+ ".xr-var-dtype {\n",
+ " grid-column: 3;\n",
+ " text-align: right;\n",
+ " color: var(--xr-font-color2);\n",
+ "}\n",
+ "\n",
+ ".xr-var-preview {\n",
+ " grid-column: 4;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name,\n",
+ ".xr-var-dims,\n",
+ ".xr-var-dtype,\n",
+ ".xr-preview,\n",
+ ".xr-attrs dt {\n",
+ " white-space: nowrap;\n",
+ " overflow: hidden;\n",
+ " text-overflow: ellipsis;\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name:hover,\n",
+ ".xr-var-dims:hover,\n",
+ ".xr-var-dtype:hover,\n",
+ ".xr-attrs dt:hover {\n",
+ " overflow: visible;\n",
+ " width: auto;\n",
+ " z-index: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " display: none;\n",
+ " background-color: var(--xr-background-color) !important;\n",
+ " padding-bottom: 5px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+ ".xr-var-data-in:checked ~ .xr-var-data {\n",
+ " display: block;\n",
+ "}\n",
+ "\n",
+ ".xr-var-data > table {\n",
+ " float: right;\n",
+ "}\n",
+ "\n",
+ ".xr-var-name span,\n",
+ ".xr-var-data,\n",
+ ".xr-attrs {\n",
+ " padding-left: 25px !important;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs,\n",
+ ".xr-var-attrs,\n",
+ ".xr-var-data {\n",
+ " grid-column: 1 / -1;\n",
+ "}\n",
+ "\n",
+ "dl.xr-attrs {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " display: grid;\n",
+ " grid-template-columns: 125px auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt, dd {\n",
+ " padding: 0;\n",
+ " margin: 0;\n",
+ " float: left;\n",
+ " padding-right: 10px;\n",
+ " width: auto;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt {\n",
+ " font-weight: normal;\n",
+ " grid-column: 1;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dt:hover span {\n",
+ " display: inline-block;\n",
+ " background: var(--xr-background-color);\n",
+ " padding-right: 10px;\n",
+ "}\n",
+ "\n",
+ ".xr-attrs dd {\n",
+ " grid-column: 2;\n",
+ " white-space: pre-wrap;\n",
+ " word-break: break-all;\n",
+ "}\n",
+ "\n",
+ ".xr-icon-database,\n",
+ ".xr-icon-file-text2 {\n",
+ " display: inline-block;\n",
+ " vertical-align: middle;\n",
+ " width: 1em;\n",
+ " height: 1.5em !important;\n",
+ " stroke-width: 0;\n",
+ " stroke: currentColor;\n",
+ " fill: currentColor;\n",
+ "}\n",
+ "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
+ "Dimensions: (pulse_slot: 2700, sa3_pId: 38, trainId: 2222)\n",
+ "Coordinates:\n",
+ " * sa3_pId (sa3_pId) int64 542 582 622 662 ... 1902 1942 1982 2022\n",
+ " * trainId (trainId) uint64 1298104001 1298104002 ... 1298106265\n",
+ "Dimensions without coordinates: pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2178857 0 2097193 ... 0 0 0\n",
+ " PP800_DelayLine (trainId) float64 229.1 229.1 229.1 ... 228.3 228.3 228.3\n",
+ " BAM1932S (trainId, sa3_pId) float32 -0.1843975 nan ... nan\n",
+ " delay (trainId, sa3_pId) float64 1.444 nan 1.468 ... -3.665 nan\n",
+ " FastADC3peaks (trainId, sa3_pId) float64 8.711e+04 ... 5.205e+04\n",
+ " FastADC5peaks (trainId, sa3_pId) float64 2.083e+05 ... 1.712e+05\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202201/p002769/raw/r0425</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-33f32d8b-cbee-481d-9a3b-bbdf662bd3b1' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-33f32d8b-cbee-481d-9a3b-bbdf662bd3b1' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>pulse_slot</span>: 2700</li><li><span class='xr-has-index'>sa3_pId</span>: 38</li><li><span class='xr-has-index'>trainId</span>: 2222</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-577a621b-34d3-4514-9749-867367420f85' class='xr-section-summary-in' type='checkbox' checked><label for='section-577a621b-34d3-4514-9749-867367420f85' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa3_pId</span></div><div class='xr-var-dims'>(sa3_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>542 582 622 662 ... 1942 1982 2022</div><input id='attrs-1a48d097-2294-4fb8-82e8-8c18ea596bff' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1a48d097-2294-4fb8-82e8-8c18ea596bff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b1268988-e219-4181-8d14-d919fb1961b1' class='xr-var-data-in' type='checkbox'><label for='data-b1268988-e219-4181-8d14-d919fb1961b1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 542, 582, 622, 662, 702, 742, 782, 822, 862, 902, 942, 982,\n",
+ " 1022, 1062, 1102, 1142, 1182, 1222, 1262, 1302, 1342, 1382, 1422, 1462,\n",
+ " 1502, 1542, 1582, 1622, 1662, 1702, 1742, 1782, 1822, 1862, 1902, 1942,\n",
+ " 1982, 2022])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>1298104001 ... 1298106265</div><input id='attrs-20e80d83-f44d-47a2-b266-368fa60330e3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-20e80d83-f44d-47a2-b266-368fa60330e3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1eb819d7-a964-40e3-a63e-3ac83495a39c' class='xr-var-data-in' type='checkbox'><label for='data-1eb819d7-a964-40e3-a63e-3ac83495a39c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1298104001, 1298104002, 1298104003, ..., 1298106263, 1298106264,\n",
+ " 1298106265], dtype=uint64)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4e51a52d-6409-426e-a4b6-c427c777c7d8' class='xr-section-summary-in' type='checkbox' checked><label for='section-4e51a52d-6409-426e-a4b6-c427c777c7d8' class='xr-section-summary' >Data variables: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(trainId, pulse_slot)</div><div class='xr-var-dtype'>uint32</div><div class='xr-var-preview xr-preview'>2178857 0 2097193 0 ... 0 0 0 0</div><input id='attrs-e4a4043e-4036-4317-acf9-ae00a3f682d5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e4a4043e-4036-4317-acf9-ae00a3f682d5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-20526b74-51c6-43c7-aa14-15292a43c57f' class='xr-var-data-in' type='checkbox'><label for='data-20526b74-51c6-43c7-aa14-15292a43c57f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[2178857, 0, 2097193, ..., 0, 0, 0],\n",
+ " [2113321, 0, 2097193, ..., 0, 0, 0],\n",
+ " [2113321, 0, 2097193, ..., 0, 0, 0],\n",
+ " ...,\n",
+ " [2113321, 0, 2097193, ..., 0, 0, 0],\n",
+ " [2113321, 0, 2097193, ..., 0, 0, 0],\n",
+ " [2113321, 0, 2097193, ..., 0, 0, 0]],\n",
+ " dtype=uint32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PP800_DelayLine</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>229.1 229.1 229.1 ... 228.3 228.3</div><input id='attrs-0c9e6c2f-c256-4d69-a1cf-bc615582c988' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0c9e6c2f-c256-4d69-a1cf-bc615582c988' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c4d5641c-ffc4-4eec-bd8b-b717206b4dfc' class='xr-var-data-in' type='checkbox'><label for='data-c4d5641c-ffc4-4eec-bd8b-b717206b4dfc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([229.08908844, 229.08906555, 229.088974 , ..., 228.31462097,\n",
+ " 228.31329346, 228.31098175])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>BAM1932S</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-0.1843975 nan ... -0.1027241 nan</div><input id='attrs-b26d5271-aef2-4363-af7e-e139e0d18413' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b26d5271-aef2-4363-af7e-e139e0d18413' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c87b8217-393a-4d5c-8b9d-d81cf1b2e802' class='xr-var-data-in' type='checkbox'><label for='data-c87b8217-393a-4d5c-8b9d-d81cf1b2e802' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-0.1843975 , nan, -0.16020365, ..., nan,\n",
+ " -0.11839612, nan],\n",
+ " [-0.21036915, nan, -0.18972209, ..., nan,\n",
+ " -0.12564458, nan],\n",
+ " [-0.16471547, nan, -0.16057302, ..., nan,\n",
+ " -0.12399466, nan],\n",
+ " ...,\n",
+ " [-0.14423086, nan, -0.12761527, ..., nan,\n",
+ " -0.13162898, nan],\n",
+ " [-0.15879111, nan, -0.157679 , ..., nan,\n",
+ " -0.12788105, nan],\n",
+ " [-0.11632565, nan, -0.13366464, ..., nan,\n",
+ " -0.1027241 , nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>delay</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.444 nan 1.468 ... nan -3.665 nan</div><input id='attrs-f1d858d4-78ae-4e2f-8880-e2cf8260d0b4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f1d858d4-78ae-4e2f-8880-e2cf8260d0b4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7d503968-0284-4afd-89d8-ca1903c77e07' class='xr-var-data-in' type='checkbox'><label for='data-7d503968-0284-4afd-89d8-ca1903c77e07' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 1.44398529, nan, 1.46817914, ..., nan,\n",
+ " 1.50998667, nan],\n",
+ " [ 1.41786094, nan, 1.43850801, ..., nan,\n",
+ " 1.50258552, nan],\n",
+ " [ 1.46290386, nan, 1.4670463 , ..., nan,\n",
+ " 1.50362467, nan],\n",
+ " ...,\n",
+ " [-3.68253887, nan, -3.66592329, ..., nan,\n",
+ " -3.66993699, nan],\n",
+ " [-3.70595535, nan, -3.70484324, ..., nan,\n",
+ " -3.67504529, nan],\n",
+ " [-3.67891193, nan, -3.69625092, ..., nan,\n",
+ " -3.66531038, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FastADC3peaks</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>8.711e+04 8.624e+04 ... 5.205e+04</div><input id='attrs-fab2f535-bf9e-419a-84d8-293310c99aa0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fab2f535-bf9e-419a-84d8-293310c99aa0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e1bb3282-eba6-4643-aef2-4abcd5f7c588' class='xr-var-data-in' type='checkbox'><label for='data-e1bb3282-eba6-4643-aef2-4abcd5f7c588' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[87111.5, 86240. , 84647. , ..., 63387.5, 60995. , 61653. ],\n",
+ " [84728. , 86681.5, 86086. , ..., 61118. , 60375. , 60461. ],\n",
+ " [88389. , 86537.5, 82353. , ..., 57068.5, 59046.5, 58784. ],\n",
+ " ...,\n",
+ " [73646. , 75065.5, 73397.5, ..., 51347.5, 49307.5, 48422.5],\n",
+ " [69838.5, 70282. , 71442.5, ..., 48335. , 46444. , 48895.5],\n",
+ " [76128. , 75253. , 76561. , ..., 51300. , 50681.5, 52051. ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>FastADC5peaks</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.083e+05 2.065e+05 ... 1.712e+05</div><input id='attrs-2c8ebdbc-9a9f-4ea3-a71d-498561b6f504' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2c8ebdbc-9a9f-4ea3-a71d-498561b6f504' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b58706a6-477b-4c5c-9880-dd9950ed73fc' class='xr-var-data-in' type='checkbox'><label for='data-b58706a6-477b-4c5c-9880-dd9950ed73fc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[208281.5, 206494.5, 204945. , ..., 195133. , 191177. , 193192. ],\n",
+ " [203924. , 205979.5, 205714.5, ..., 191344. , 190208.5, 190552.5],\n",
+ " [210528. , 208069. , 203214.5, ..., 185302. , 190319.5, 189757. ],\n",
+ " ...,\n",
+ " [179038.5, 181458. , 181309.5, ..., 168465. , 165446.5, 163352.5],\n",
+ " [177458.5, 177457. , 180836. , ..., 164743.5, 161151.5, 167133.5],\n",
+ " [185155. , 184248.5, 186669. , ..., 168975. , 168502.5, 171166. ]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2a15388b-c93e-4154-b2b8-8d216c268f68' class='xr-section-summary-in' type='checkbox' checked><label for='section-2a15388b-c93e-4154-b2b8-8d216c268f68' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202201/p002769/raw/r0425</dd></dl></div></li></ul></div></div>"
+ ],
+ "text/plain": [
+ "<xarray.Dataset>\n",
+ "Dimensions: (pulse_slot: 2700, sa3_pId: 38, trainId: 2222)\n",
+ "Coordinates:\n",
+ " * sa3_pId (sa3_pId) int64 542 582 622 662 ... 1902 1942 1982 2022\n",
+ " * trainId (trainId) uint64 1298104001 1298104002 ... 1298106265\n",
+ "Dimensions without coordinates: pulse_slot\n",
+ "Data variables:\n",
+ " bunchPatternTable (trainId, pulse_slot) uint32 2178857 0 2097193 ... 0 0 0\n",
+ " PP800_DelayLine (trainId) float64 229.1 229.1 229.1 ... 228.3 228.3 228.3\n",
+ " BAM1932S (trainId, sa3_pId) float32 -0.1843975 nan ... nan\n",
+ " delay (trainId, sa3_pId) float64 1.444 nan 1.468 ... -3.665 nan\n",
+ " FastADC3peaks (trainId, sa3_pId) float64 8.711e+04 ... 5.205e+04\n",
+ " FastADC5peaks (trainId, sa3_pId) float64 2.083e+05 ... 1.712e+05\n",
+ "Attributes:\n",
+ " runFolder: /gpfs/exfel/exp/SCS/202201/p002769/raw/r0425"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "newds = tb.align_ol_to_fel_pId(ds)\n",
+ "newds"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "fd3828e0",
+ "metadata": {},
+ "source": [
+ "When plotting the reflectivity, one can use `units='ps'` to specify the correct units of the bottom axis (by default `units='mm'`)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "a8623467",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "iVBORw0KGgoAAAANSUhEUgAAAbgAAAEoCAYAAAAqrOTwAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzsnXmc3GZ98L+PpNHM7Mzeh4/1FZ+5E8c5SQJOIATSAkkIvEBpOFpoKUcLlBZK+8KHs21KeYFAKTQhB1cohBBCIIQkJqcTJ3EOJ7EdH/GxPvbenVMaSc/7xyPNzuzM7M7aXntt6/v5zMdeSSM90kj6Pb9bSCkJCQkJCQk51tCO9ABCQkJCQkKmg1DAhYSEhIQck4QCLiQkJCTkmCQUcCEhISEhxyShgAsJCQkJOSYJBVxISEhIyDFJKOBCQkJCQo5JQgEXEjIJQoh3CiGkEOKuccs/I4RYJ4QYFUL0CSF+LYQ4ddw2N/nfLf2sPQRj+oAQ4iEhxKAQYlgI8YAQ4qJx27xS5dhSCPGbcdvNEULc7J9DXgjxohDiNSXrZ/nnsUcIkRVC/E4IsexgzyEkZLoJBVzIUYkQwjxMx1kMXAc8VGX1auA7wKuASwEH+IMQom3cdn8A5pR8rjgEQ1sN3Aa8FjgP2ATcM07wnDPuuGcBEvhZsIEQogV4BBDAnwAnAR8Fev31ArgDWAZcCawEdvjnmTgE5xESMn1IKcNP+JnxH2AN8F/AfwB9wDp/uQSuGbftK8Dfl/wtgQ8C/wtkgG3Au+s4ZgR4HHgPcBNw1yTbJwEXeFPJskm/V2U/nwc2AH8J7ARyKCHTMcF3BLAP+OgE23wWGAYaSpZ9BXhkgu8s96/fGSXLNJQA/MsjfV+En/Az0SfU4EKOJt6NepFfDFw7xe/+X+BXwBkozedGIcTCSb7zZeAVKeXNdR6jEfXyHxq3/CIhRK8QYrMQ4vtCiK469rUIdb5vAV6H0qBunGB7E4hVOTZQ1MT+AvihlDJbsupK4HEhxG3+GJ8RQnzE3x4g6v+bD74gpfQACygziYaEzDRCARdyNLFdSvlJKeVGKeVLU/zurVLKH0optwD/gjInXlxrYyHE64H/A/z1FI7xDeAZ4LGSZb9DCePXAp8EzgXuF0JEK79eRhy4Vkq5Xkr5CPBXwJsm8H19CUgDd9ZYfxlwAvA/45YvBv4GpdVe7p/DvwIf9tdvRJkkvyKEaBNCmEKIfwTmocyeISEzFuNIDyAkZAo8dRDffS74j5TSEUL0AVU1KSFEB8q0+C4pZVWNqMp3/hOl0VwkpXRLjvXTks2eF0I8hRIYfwLcPsEue6SUO0v+fhzwUD6yl8cd+29RAvB1UsrRGvv7AMqs+8y45RrwpJTyM/7f630h+mHgeillQQjxVuAGYABlgv0D8NsJxh4SMiMIBVzI0USmyjKJMluWEqmyXaHK92pZME5FaSd/GLPUqW2FEA5wipRyU7BCCPF14B3AJVLKbROdgJRyjxBiN8rkeND4wu1LwBullE/U2KYLZer8cJXVe4EXxy17CfjbkjE/BZwphGgGTCllnxDiceDJQ3AKISHTRijgQo52+igxlQkhZnHwprN1wGnjln0JaEUJie0lx/sGSritllJunGzHvnbYjRIsE9EthJgvpdzl/30uSsgWTbNCiE8AXwCukFI+PMG+3ovymf20yrpHgBXjli1HaZllSClH/OMuA85GmXpDQmYsoYALOdq5H/iwEOJRlPnsK5QERBwIUsoMKoqxiBBiGDCklBtKln0b+HNUoMaQEGK2vyotpUwLIZKoiMhfoATaIuCrqAjEX04yjBxwsy/E4sB3gd9IKV/2j/0pVBDMu4HNJcfOBYLI306gojF/KqVMVTnO14FHhRCfRQXfrAQ+BvxTyT7eBvSjhN5pKD/dHVLK309yDiEhR5QwyCTkaOeTqACJNcDPUUEUvYfp2H+Dipy8DyXAgs/f++tdlED4FbAZuBmVr3ZBDWFTyisojevXKCG+DXhfyfoPo0yxt4079jfG7Wc1yhz6/WoHkVKuQwnot6OE+pdRmtl3SjabA9yCCjj5JnAr8M5Jxh8ScsQRUoYdvUNCZhJCiM+jcvtOnWzbkJCQ2oQaXEhISEjIMUko4EJCQkJCjklCE2VISEhIyDFJqMGFhISEhByThAIuJCQkJOSY5LjJg9M0Tcbj8SN2fM/z0LRwPhFehzHCazFGeC3GOJzXIpvNSinlMXvhjxsBF4/HyWSqVXo6PKxZs4bVq1cfsePPFMLrMEZ4LcYIr8UYh/NaCCFyk6yfj8qBnI2qhfo9KeU3/J6Ht6GKF7wCvF1KOeQXFvgGqudhFnivlPJpf1/vAf7Z3/WXptCl44A5ZiV3SEhISMhB4wCflFKeBJyPqhp0MvBp4D4p5TJUoYNP+9u/EVVYYBmqB+N/AfgC8XOo5rznAp8TQrRO9+BDARcSEhISUhUp5d5AA/Or77yEqqX6FlRlHvx/r/T//xbgFqlYC7QIIeagWjHdK6Uc9Dt03Au8YbrHf9yYKENCQkJCKjCEEKVdIb4npfxetQ2FEItQtUofB2ZJKfeCEoIlTXy7gV0lX9vtL6u1fFqZcQJOCHEj8KdAb7VSRUKI1ajafkFF99ullF84fCMMCQkJOWZwpJRnT7aRXzj8F8DfSSlHS9pIVWxaZVm1llbB8mllJpoob2Jy1fUhKeWZ/icUbiEhISHThBAighJuP5JSBk169/umR/x/gwLnu4H5JV+fB+yZYPm0MuMEnJTyQWDwSI8jJCQk5HjHj4q8AXhJSvmfJavuBN7j//89KKtasPxaoTgfGPFNmfcArxdCtPrBJa/3l00rM85EWScXCCGeRc0A/l5K+cKRHlBISEjIMciFqJ6HzwshnvGX/RPwr8DPhBB/AewE3uavuxuVIrAFlSbwPgAp5aAQ4ouoZsIAX5BSTrsiMyNrUfrOzLtq+OCaAM9vKHkF8A0/VLXafj6IClXFMIxV99577/QNehLS6TTJZPKIHX+mEF6HMcJrMUZ4LcY4nNfikksuyUopE4flYEeAo07AVdn2FeBsKWX/RNslEgl5oIne+0byzG6OHdB3A8JEVkV4HcYIr8UY4bUY4zAneh/TAm7G+eAmQwgx27cLI4Q4F3UOA9N5zN5UHs+beROBkJCQkJDazDgfnBDiJ8BqoEMIsRuV/R4BkFJ+F7gG+JAQwgFywDvkNKuhngRPSrSqka4hISEhITORGSfgpJTvnGT99cD1h2k4wTEJFbiQAM+TaFo42QkJmekcdSbKI4EnJd4M9FWGHH7yBZdtfekjPYyQkJA6CAVcHUipPiEhjifJO96RHkZISEgdhAKuDiShBheicF2J5bhHehghISF1EAq4OnA9QgEXAoArJYVQgwsJOSoIBVwdSEkYZBICgON5WG4o4EJCjgZCAVcHUkpmYkJ8yOHHcSSeJ8O8yJCQo4BQwNWBR6jBhShs18NDmSpDQkJmNqGAqwMZpgmE+BRcDxn6ZENCjgpCAVcHYR5cSIDteHhShmkjISFHAaGAqwdJ6HMJASgGmLh13g+j+QKj+cJ0DikkJKQGoYCrEycUcCGA43gIIerW6EeyBbKWM82jCgkJqUYo4Oqk3hl7yLGN7XoYWv1BR5bj4oVZBSEhR4RQwNVJIcx9Ou6RUuJKiSZE3SZrFXUZTo5CQo4EoYCrk1CBC3G9seCSek2UVsEL/bchIUeIUMDViXME7Ey9qXyYYD6DcDyJACT1T3hU1OV0jiokJKQWoYCrk8NtofQ8yc6BLHZoGp0xFLU2Sd0TD9v1whSTkKMWIcSNQoheIcSGkmW3CSGe8T+vCCGe8ZcvEkLkStZ9t+Q7q4QQzwshtgghvimEOCwNFUMBVyfuNGpwUkoG0lbZMtv1yBVcrLCwb904rsdw1p6+/XsSCWhC1OWT9TyJEwq4kBpIKY+G4LWbgDeULpBS/h8p5ZlSyjOBXwC3l6zeGqyTUv51yfL/Aj4ILPM/ZfucLkIBNwF3rO/hwn+9n/f8YB1/efNT3LG+Z1qOs2swy4aekbI2LAXXI2u5WIVQwNVL76g1rc1IPd9EqWmirheT40lcL+wleDwjpWR7jXtyOFtgx0DmMI9oakgpHwQGq63ztbC3Az+ZaB9CiDlAk5TyMalMH7cAVx7qsVYjFHA1uGN9D5+5/Xl6hnMA9KctPnP784dcyA2kLV7uTeNJyrS1giuxXe+4yqHauHf0gKNVXU+yrT9Dxp6+Xm0qF1IggEIdGr3rqRn6zJ+kh0wXBVcymLWrBhoVPI/BabQ4HAYuBvZLKV8uWXaCEGK9EOKPQoiL/WXdwO6SbXb7y6adUMDV4Lp7NpErlL8scwWX6+7ZdEiPM5CxaYgYCEGZtmY7LoYmSB8nAs7zJKP5AvYBmmT7RvM4nofrmwWnA89TXSU0IeryyRY8D1dKXBlq4ccrriexHVm1UETB8UjlCgdlptw5kDnYd4QhhHiy5PPBKXz3nZRrb3uBBVLKlcAngB8LIZqAav62wzLtMw7HQY5G9viaW73LD5Sc7WLoAldqZCyHzsYoABnbocE0SB0nAi7wOTrugd33u4ayJKMGGcvB8SSGfogHiNKwdU2gafVF1bquH3UZyrfjFsfzsB0Xx/Mwx+kTluNhOZJ8wSURLX8V7xrI0pKI0BiL1Ny350n2jORpjpsHNUQp5dlT/ZIQwgCuBlYFy6SUFmD5/39KCLEVWI7S2OaVfH0esOdgBl0voQZXg7kt8SktDyi4Hr2jeUbzhboi7ayCi64JTF1jJDdWszBre8QiGvmCezQ4omviebIurazgeuRt74CjRnMFl4iuIeGgIk+ztkOuhpnTdl00IRCIugSx40kQqt1SyPGJ40oKbnUNLu+4eJ4ScOPpz1ikchNPblOWQzp/xCbArwM2SimLpkchRKcQQvf/vxgVTLJNSrkXSAkhzvf9dtcCvzocgwwFXA0+dfkK4pFyNSAe0fjU5Ssm/F467/DMrmGe3D7IUHbyIrt5xxdwhlZmashZDhFdQ8ABm+0CMpZz0PuYKqP5Aht6hnnw5T6e2D4w6fGVz9EtC7SpF7ckuhGU6edA2TeSpy+Vrz5GR6JrAiHqq03quB4a9Vc9CTn2cDyJ5bi4VSZEtuNhGhqpKkIqYzkM5yb2zw2krQN6XqaCEOInwGPACiHEbiHEX/ir3kFlcMmrgeeEEM8CPwf+WkoZBKh8CPgfYAuwFfjttA7cZ8aZKIUQNwJ/CvRKKU+tsl4A3wCuALLAe6WUTx/qcVy5UvlA/+VXG0jlHdoTJp+94sTi8loUXI+ooSGEIGM5tCVqmw9UCLn/YhbquwXXw9AEecelxRewluMSNw/M5lZwPZ7bPcKSrgRdjbED2sdUyVgOT+8YIqrrtDWYDGVtcgUX06g9n7IdpR3V0p5K2bwvxQmdCSK62p/jeUWLvqC+EP5apPIOQsCCKussx0MTAl2rT2hZjvotZViqqy4Ci8dhSpE6LBQcr6YGZxc8Gky9zHIDFK0QE02QpZTsH80Ti0yDLb78OO+ssfy9VZb9ApU2UG37J4GK9/l0M+MEHCrv4npUKGk13shYLsV5qPyK86ZjIFeu7GYgY/PFu17kC285hctOnj3pdzKWi65pRHTBaG5iDU5Vxih/mC3HQ+oanhx70KuZMOplx0CWgbRFd8v0CrdUvkBE14hFdGzHQwDJmLq9JPgzzer+hDvW9/CVu1+iN2XRmYzy2T85qeZEwnE9BjI23a3xMQFXMjvWNUH2ICIp05ZT07R8/8ZefvT4TgbSFu1Jk3/+k5MnnPDYroeha2Gx5ToZyhbIFxzmtjQc6aEcMvJ+sJhdRdOyXY+EaZDy3RnB8y4laP5ELV9wqwqxlOUUJ1AhtZlxAk5K+aAQYtEEm7wFuMXPp1grhGgRQszx7byHnCb/JZ2z3boSdnMFh4iufGqT9QEruF7F7N4quPzm2T38+z2bGMzYtCdMPvDqE/ir1yyd8tgzlsOuwQxtCZP8FMx2BdcrCo96ebk3zdzmGLOb4/55jRHRNEZzhaIG6XqSTftG0YTg6Z1DfPGul4oRq31+OgZQVXjkCi4Z2ynT0kpnxxF9ci2w4HoMpC1mN8crlgf7tRyXaEmkyi+f2s1/rdla9O/1p+3iON98xlwGMjYtDZGy6xYEpYSJ3vXhuB5pa3pNbgeK6ynz9FQJzJDjCzZ4nvSDoTTfjOkVBZmUyncroKqAK7gem/aOEjP0aTdRHu0cjT64bmBXyd/TmlPRFFdaR8Zy6krYzdouhqZh6Bp5x5swZN3xo+wCNCG445kePvfrFxjI2EigP2PztXtf5pdP7661G3YNZqqazIaztq9NamTt+pzRUkpe2DMyJZ9d1nboT1lFzSm4BgGmoTFa4mfYPZhl/6jFYMbmP+/dPKV0jHxB5QaWBpIEPjgAQ9PIT5Icn7VcXunPVgTvBC8hAeTt8n1c9/tNFcErwTizBZfndg+zdtsA+0fG/Hd2Qc2wQx9cfRRcb0ZW7nFcj+d7hg8o2MtyPExdq3ieSvMoBeUpQtJ3WwghKvxznid5eX+KXMGriLwMqUTMxGK+vgZ3Vw0f3G+Ar0opH/b/vg/4BynlU1W2/SCqPAyGYay69957pzyWlwZc/m1dno+eGWHlLJPJJnFpyynO9FxP0mAaaALS6TTJZLK4/PF9Dj/fXGAwL2mLwVsWG5wz2+Czj+QZsir32x4TfG11ddNNxnaJR/SKsa3ZaXHnVodBC1qj8LYVJq+aWzvsGFQR4azt0GDqxaCNybAdj7zjEdEF8YjuR35CiYzD9STJqEEqlYJIXJlWBHzovuoBHQA3vSFR/Vj+rDbw6Tme5KFdFr/e7jKYn/xcHVeStR0SMQO95BxdTxaFbczQMfSxde/9Xe2KEze8voFcwUUXAseTxCI6EV35YIUQSCBRxYdaek8c76TTacx4A44raThAf/N04Uk1wW0w9SlpcY/uKfDzTTaDFrTF4JrlY/dk8JzpflWcWEQvmhtHUyl0Mw5CoAnKgt3yBRenRJt0PUk8MrVxlXLJJZdkpZSVD9oxwtE4BdgNzC/5u2ZOhZTye8D3ABKJhFy9evWUD9a1Z5R/W/cQsnUB51ywpJiXki+47B7KAoKlXeol5bgeD2/ppz2hctkGMhandjfTkYyyZs0aVq9ejeN6fPP+l7nlpW3kC2pyMZiHH2/2aOtewJC1ueo4BvOSauPPWA6PbR3gjAUttCejxeU/f3IXP960gcBaN2TBrS85nHxSpd+oP5Vn/6jFKd3N9Kct1m4b4PTF7XSU7K8Wnid5dOsArYaGlJJzF7fz1CtDSGSZiW8wY3He4nYeWLOGlsVnkvRnn+1rn2AgUxkt1t0Sr3q+T+8cIpVz6GwyOXlOMwA3PLSNn2zeVNe5Amzen2Jrb5qlc5pY2KGe7TvW9/DV377E/lGLjqTJ+y+cz9+sHjMLz3r0D+wfrZx5dLfEOfms89m8P01bwsRxPYZyBXYP5/j6Q5sZzAT+usoApeCeCFHXYt7Jq9g/anHh0o5pP95UAlqGMjaPbu2nuyvJibOb6tr/Het7uPW+5wnc8IN5uPUlt3hPjuYLrN8xRFsiykiuwNyWGIs71Xvkt/feR8fSlUR0jYG0RVdrDEPT6E9bCMejLTH2XA5mLM6c30pzw8QT1+OVo9FEeSdwrVCcD4xMl/8NoCle6oNTy1xP8vSOIfaO5Nk1OFZJoDDO5GhoWkWeSt7x+NHanRVmNMvxuGXtjmKi93jaEmZVU5fSntwKf9/X7t1cxaTmVZj+PE+ypS9Db8rCdlSxYg1RUSJsMFO93NBwrkDBU5GjOcdFSkmu4GBoGms29fL+m9fx5usf5hM/e5afrtuJ48oybeYd58yviK6M1UjH+OXTu/nAzU/y3h88wbU3rCuWTfvvB7fVda4BI1mb1gaT/aNKewzKsgUCrD9t8//ue7msLNu7z19Y4dAPxpm2lN8VwNA1ntk1xBd+/eKYmdn3101XLdNjBceVFJzD0z9v0/4UD73cx4t7RibdNl9wSZgGvaNW3VVyJquE9Otn9vCJnz3Lm69/mL+7bT2/eV69wu5Y38M/PZzn7f/9GB+49Uk27BlhNKtcAHFDLxNuIZMz4zQ4P+9iNdAhhNgNfA4//E5K+V3gblSKwBZUmsD7pnM8RR+c7RZnfVlb+YDaE1FS+QKv9Kc5tbsF2/V4dGs/t6/fQ39Kzdzf86pFfPTSZcX95Wy3qsYC0J+y+MRly/nm/S9TKIkMjBoabz1LzfpaGsrTDvIFF1PXGB4XUrxvpLrpb3wllt7RPPmCixAqd20wbdMUj5TZ/rO2w3O7hzl1bhMd41INbn3sFW5du4OBtE1bwuQf33AiXU1RHnq5j+sf2FL0qQxkbL5690besUyw6NQxQXHZybMZzNr85AnlVm2JR/jk5csrtJ071vfwmV8+X5wY9JcEo/Slqth0/XOVUjnzg+AP15NkbJe2BpPBjE3ef+mMfxnZjse/37OxOI6zFrRy9sJW1m5XaT3tCZNPv1FpZc/sGioLLvnJE7tq+usmSzM5nnE8ieP/XuYhiA50PclgxiaVL9DdGi+3KKRtktEIvaMWizurRyoGpC0H09CwXY/R/MSpPwETVUK6Y30PX7zrxWLgV3/a5lv3b2H/aJ5fPLW7qPX1pSy+s2YrmhCsXtE1hTMPCZhxAq5W3kXJegl8+DANh6RpIFCls4KJZSrnFDW1xliE3pSqXHLnsz384JEdZZF237pvCwJY7juVR3JKEAxWEXKBtWTVgrEXaXPc4C8vWszZi9rYNZitEHApy/FDjR08TxYr3bclzKqCtLQSy2i+wObeFE2xCJbjsXc4T7bg0hSLlJUI2z+ax3FVMeO2RJSdg1mihsaDm/v49gNjkYUDGZv/+6sNvOdVi7h9fU9FwIDlePx6G1zz2rFluiaY1TQmND/46sVc6j/MUkpe2jfKks4k192zqULrDYRGRzJKX7pSyM1ujvHcbjVDP2N+iz8G17/Wygc4lLFrvoz2DueL3wmi4QK+dOUpvMYfZ8ZSM/w1m3q5Ze2OCQVuSG0cT2lvh6pyz0DG4pmdwwgBLQ1mUcAVXFUxpzEWAaFyH2sJuDvW9/Dl37xEv58a8hcXncCHVk8e0Ty3JV4s1D5++XX3bKqIarYdj588vpPx+eCBZScUcAfG0WiiPKxomqDB1MmWpAkMZO2yB8LUdfaN5Ln+/i0VM3fb9bjp0VewXVUIeCTr8K5z52NWCcP3JFz/wBb2juRp92eJb1s1n9UrukhGDfrTFpkSwXPH+h7+7PuP8+4bHufjtz3Dz59SWtBgxuL0eZW+gpgxZvobylg8vWOIeMQgoms0mDqDWQsBRPSxEmGO67F7KEdHMkrGdnlx7yjb+jK8uHeU//h9pRk073h8/6FtNV/yg1UW95b4tkbzhWI05mjOYddAjlTemXBG/PZz5lWYD01d401nzCGddxjJ2UXtuzSFoCkWYWt/mjk1cgTbkyauJ8kXPDQBPcO54sRmKFvAk0pLKLheUWOtdd4weZm34x3HVblg9XRqqIfRXIGEaRDVdXIlUcSleaVRQ6e/yuQIxkzXfWmraGr++h+U6drzJC/uGWH/SK5qYYFPXb6CaA3Te617uVb1t/4J7qmQiZlxGtxMpME0igLO8yTDGbtougRIRg32jeTLXtSlDKRtQDmTM7bD60+eje14fO+h7RXbWo7HjsEsEV0Q0USZqTGi6+wZzrFsVqP/8D1HrlCiPd35AhFdY3t/hke2VrZwuvyU2Vy5shvLcXlhzyiN0UhRK9GEwJMUowoFSnMJqp3rmmD9ziF+tHYngxm7ptYETNgepq2KLOlPW8VJxGjOYSRf8AvJ5tCEoC9lMbclRs9wpdl1bkuM805o49Et/azfpbS1RFTnr1+9pDjrHcxYxTyjO9b38J01W9U5NEa5+qy5/Pn5C/n6vS+XCeuooXH1Wd3sHsyS8V+Oe4bzLOpIsL0/w3C24FeKV0ntt6zdMWGIez1l3o53Cq6aSFQra3UgjOaVadH1JCP5QjGXqNQSEI8oARdYP0qZyHR96Uld7BtVwVkIZQUxDQ1DEyxsb+DKld28uGek+Iy3JUw+5Zver7tnU1XtThPVnx0h4M3XP0xHY5Rrz18IqPutP2XRljD55OuX867zFh7ElTp2CQVcHTSYOlk/Dy7razYPbu4r3mQdjVGuWjlXhcFXqf7f4QeO/OjxV7jpkR0MZuxJ7fiBD25DiRO8MWawZyTHoo6E//CN054KHv/2u03KBFPlZfvYtgEAtvVleHhLP794uqc4/mvPX8hFSzvGqimgfA9b+jI0xSKs2dTLf/9xW/ElXku4TUTU0HjL4krNdddQjhN8wZHKF0jlHLb2pdk/mqezMUp/yuLDlyzl83e+WCaEYhGNT162vFj1pavRpD9tk7Fcblm7A6Ao5CzH43cb9vHv92waO4eUxU2P7OD8E9rQNcB/lxma4COXLOXCpR1s7U8TM3Q8qUyip3U3+wJOaYXBdZ5olh0zNL585Wmh/20SHE8iRH299iZDSkkm79AUj+B6knRJ4eJUvlDM09Q1getKsgW3GNkbMJHpOpVT+2htMJFSJWpnLQfHVSW0Tpo9FqEL8Pk3nczFyzrZOZDho5cu4bN3vFBmijV1jT89fTa/fm5vmf8dxoReX8ria/duLhOEAxmbL9z1Ig2mEd5fVQgFXB0kokq7cFyPdL7Ao9v6ufnRHWUvyhse2l519mVogmvPX8hTPdv40aZyf1U97Boce8g0IZB+Tk6th2/faL5q86VgnL2jeW5/eje3PFY+/q/du5nrH3gZ09BJ+470ay9YyBnzW2iKRSbVUOrBNDR+8KLDzS89XHGtIrogGTWKwv+2J3fxy6d7in+/51ULece587nlMSW4GkydT71+OVecPpfHtw2ypTdF2nLLXgbXP7AFgNPmNWM5Ltfds7GqX/CPL/eXLXN9c2ZE1+hMxlizqZcbHlYz8TWbeoExE6XjuUjUJKaWeVJVWpl5+aYzDU9KDK0yKfpAsJyxOq9Cg1TeK1oiUvlCmYtACNjam8LxJCfNaaLBVK/FWn60rqYo/WmLmO/TE0KUuSyJ5xE9AAAgAElEQVQc12PjvlF2DmSLy1KWw2i+wJb9aZZ2NnLi7CQv7EkBauL65+ct5PJTZ5HKO9z7Uu+E5zb+2ckXPD5/5wuhgKtC6IOrg8BEaTseOway3P50ZQCFK6u/whxPcsvaHfxss3NAbVxcWe5014RgJFuo6c/pbIwWNcbxtCVMXtw7yh3r91QVVpYjSeUdJEoAf/uBLTy7axiYWEPR6wx4CyIzq00ECq5kOFtge1+aBzf3cetjO4ph9gMZm+vv31r24rtoaQcXLessVmsfzbsV+w0c9BE/XWNPFRNnNaRUJqA1m3p51/cf42v3bmbYD20LKrK8tHcE15NkLZfHtw2Sn6BSjONJ/uPe6vmNIWNI30R+MLVXA9Q+SnPdZDHAKOWbLgOa4yZZ22MkWyirH/upy1dU+MpNQ+PPzlvASM4hFqn++jR0DV3TeGVgrDhAJu8UiyOnLAdNaHQmTYQ/np89tYtv3r+Fh7aoyVa1wgATMZwrhGkoVQg1uDpQ/iGH/oxFruD6PrX6mSjwAGrb3gOu/M4jdPpmxAuWtNOXtvjU5Sv4x188VyaoooZWtNF//Q+bK/b55jPnFH0O9WC7kh8+vpNLT5xVU0MpHXs8olWYTaeCBPalrKraou163O3nCkUNjd6UxXDWpj1ZW3MCJZhVS5ICs5pi7ButT8gFWm0tNu/PsHsoy4Ob+7jhke2Tah176xSuxysS5fc1dFG3BpexHFXBp0pKQdZyK5K4rYLH3c/t4qu/3chAxi7eu8Gzdc6iNgbSdrFG6ZvOmMvvX9jH3Rv2Acpf99evWczKBa24nuSP49wU156/sGgSb45H6E1ZCKEEd9Z2GckVmNUYw/UkOwczxckkqACW+0o0t8wBFAwP01AqCTW4OggCIIYyNi1xs6aGdCB0JqN8/HXLJ9WCghfuNd99jL+69Slsx+PtZ88r2ybQWEBFCJp+P7mg9NFrT5xNg2lMafx9KYv337yOcxa2VkSFgXpBSKAtESFX8GiOHVyZJU/W1hYD7emUuU3sH82Ttlx+9Pgr/OtvN9bcX0djlIiu8bsN+8hYk/fnqxfb9bAKHrc8tqOuF/Kc5sPTquho5bGeAp/82bO843trec+N6+rSRrb3ZypazQSM+t0txhDcsb6Hf/7VhqJ7YLw5+/HtAwz6vtWC67GhZ4SIoZ6hrkaTguvx//7wMn/302e49bFXilGzsmQfgQkblGY2r1WV1yu4Hp3JGMJvtzSScyac1B4IYRpKJaGAq4MG08ByPFrjJrrvUztU5H2zyd+9bjmN0THhMJG8G8jY/MuvNjDiJ3eXbhsIwuFcgYgh+Phly3j/hYsAiprbtVWqckxEX8ri7g37JuxQnvOLE4/kXU6c3UhnY3TCc5iI9mT1AJx4RCMe0VnSmWT/aJ71O4f41n1bqwb2BOQLLt97cCs3PPwKqXGV6htjBlecOnvS+qLV0AQkfJ/hZOia4OOXLZ/6QY4T7ljfw00v2EWTdNBRYjIhN5y1K1pS9Qzl6B3NM5orlE3ITEPjv/64tWYhbsvx+LovvP73yV3sHsoylLUZzhZIRnUG0gUcv6j3QMbmvo19Vf25wQQTVEPSJX6gSaqkRm21BqeHgjANpZLQRFkHgQZkuZK1m3q56dFXDmw/EY3suAcslXe4/oEtfOSSpfz4AxcUl7/5+ocn3JfleDywqQ+oHb6QsVyuf2Arbzp9DqDSFZZ0qsjC37+4j+d7Rqc0fnuC8O3ScOoLl3QUTSXvv3ndpCbagMBk9CenzeHHT+ysqOYytyVOwZXsG83hSfjm/Vsm3Wcq7xRNTOPxPMkTrwyWzaRbGyJ1dWL3JLz/pnVEI9W7F2i+aUoC5yxs4U1nzJ10n8cqw1kb2/HoaqquxV53zybGNW8oJvFfdvIsHFdW1FosuKrA90DWZiFj0Yq7hrKk8w6Pbevnzmf3Fs2H7zp3Ab113Idq8vgC77twEW84ZQ49QznyjlcMPJqMwOLR72t2lqMa/Y6WRHHWM46pEo/oYRpKFUINrg4afM3q/o37uf6BLRNGQJ7W3cQnL1te1ZxX6xEZP/MD6ip0PJHmEmA7Hmt8QTiQsYr1IZ/vGcXUNa44dTbNfk7fwRRHKnWK/+Lp3UVTzbXnL6ya1D6eZFTngsVtANz82I6ysUQNjY9coqpHaAIeq5LjdyBkbJf+En9q1ND4U38yUA99aauqcNM1wV+9egm3f+hVAHS3NhzXPeFGc4UJeyNOlMS/byTP3pHK9ZbjYQjVVDgIwnL8BqEv7R3lh2t3lpkPv/vHrRVpALWwHI//fXJ3Mbl/fNj+ZATHBXhs2yBCSjbvHy3WZf3cnRsAivVLD5Y5zTG+enWYhlKNUIOrg4QfNvzLKuWnxnPh0s6io/l7D24tM4tNFIBR6nfypOTKlXP5fpVE8FKihkbB9Sa15QcC+TtrtpYtt12P+zb28pplHfz+pd6DCmQvdYoP5wrFEP2Ll3Uykivwy/Uq5L81Bu+7eHlZ6SHXk9zzwj5ufGTsfANtcVlXgtG8w+oVXXz/IVVU2TnUzgsfy/EmNIvFamhrFdsZGued0FY0STmerKuX4LHKZCa52mWtYuwfzVc1p9uOV5yRZWyHpliE/ARJ95bjgZREdFGXwBrI2LzvpnXkCi4qBvPAsVzJS3tTxX0EvmQNZSYvvT5TPVZ7wuR3f/vqsJtADUINrg6296cB6jJd/fSJnazZ1MvqFV3EzPrnD6WBH4NZi3eft5ArTp1dc/uoodHeEKG7OV53mH41LMfj95Pk3RzoftWLxuUNp87mP952Ond+5CK+fGGsoq5evuDyi6d3V508bOvLsH/U4k3XP8xo3qlLwBwM4/10oF5Cn7xseVlTyonI2i6JqI7tqoanzrgO58cbKcuZcGL4qctXVNzDsYjGxy5dhu145ArlHQbuWN/DG7/xIO/9wTo++bNnud1vBpwvuDyytb+mSdxy5ZQ6FQQTw0Px21Xbh+VKsiW+uWA7U4PLT+6iM6n82J2NUa44dXaFVShqaFyzanq1NiHEjUKIXiHEhpJlnxdC9AghnvE/V5Ss+4wQYosQYpMQ4vKS5W/wl20RQnx6WgddQqjBTcId63v4zfPVfTjVCLQXy3HrriFn6mPh/em8Q0vcZEF7A39/+QoWtif4+dO76UtZRR9VUIrqxke2c/aiFobzhWlzXB8M/SlVImtJZwIpZc38przj1nwpTcU61JE0uWBxG/e+1FsmCKOGxuymKDsGVS3JiZKyqxEzdF69vHPCQsqldDZGmdfawKb9KSK65mtwx6eIcz1JznaQE1Trv3JlNz/+43M8sU/9Zh1Jk3edO5+LlnXwcm8akOQdl5ihc/Nj2/n33411gQ+6VLTETfr9yjQTjmeG/QyuhPHqve3BkzuG+cY7VtIcj2A7HpbjctKcpoq0hNPnNU/3EG8CrgduGbf861LK/yhdIIQ4GXgHcAowF/iDECKIrvo2cBmqn+c6IcSdUsoXp3PgEAq4Sbnunk1TtsFbjsdPnthFe9Is8/EENEZ1YqZBX8qiqzHKVSu7ec3yTlXY13E5fX4zQqgiz+cvbuOK08b8Qu/9wRN0NUa5+bFXGMoWeHRL/wHlzBwOOhqjSClJxiIsaBO8uDdVdTuBqvy/t0aLn3owNME1q+bxrnMXsHpFF1+5W+U66UJF0O0YzBHRBR+7dBmrV3Txvh88Tn+mvrSBvrTFUNbm2vMXlrUAqoapa/zN6iW0+qXYDL+7wwx7rx42LMdFEwLb9ZBS1mww2h7TAI/XntjF371uOf1pi11DORoiBtmCg1XwKLiS6+/fWlEf0vLrQxZceUDFFGYigxkbxy9ZlrIKGJrg3BPaKqwfg5npLcQspXxQCLGozs3fAvxUSmkB24UQW4Bz/XVbpJTbAIQQP/W3DQXckWai3JKJErQHMjbXXXM6n/3lhoqH7sKlHXz4kmUMZCxOn9fCtr40tuuRs10WtjeQ8J3hUUOveDE2xQw27huz508k3NoTJoYuqnainowgCrBagdeOZBTb9WrmIKmxK61UoqJQE6aOaWTIjTshx1VtaP7h8hV8/GfPTnmcxf14kv99cjfvv/AE3rpqPnNb4nzuVy+wuTdd1G4LruRb928hZRWY35agP6OqtAhUlRfXk8WKJaV0+SkPtXyrAY0xg3eeO5+3nNlNLKIT0TUMXeC4x68PLjDrSonfl6+6gEv73e2D5sGNMYPfPL+Hu57dR1/aYlZTlA9evLhmgNfe4fy0TyICf9lkhRnGcyA+vDnNMURJqNWSriQb96aIGnqZSfMI8hEhxLXAk8AnpZRDQDewtmSb3f4ygF3jlp93OAYZCrhJqOUAB3WTz2qKVhUgnckobzt7Pvdv3M9vN+wvW3f/xl6WdCY554Q2Gkyd5niEvpSFK2WZLy5SJRKzp84HOWpovHVVNwvaEnz5Ny9VzHoDzl7YwvM9oxUVUT5yydKK2eLqFV2M5ArMbYnx1I6hqsIblInpqpXdXLCkHa+k2eiyriSPby0ffcZ2mdMc44IlHXzhrhfr8nPWYiBjY/jHSsYi7BjMVmxjux4/fWInlqPGYWiCj166lLMWttKfsvinXz5fFgxkGhqffsMKNKE0sdUruli9oqvY+218FYvBjFUsA9UUj6BrQgXFHKcCTpmlBQJVcq7UUhn4JiO6RsYXcEE7qMe2DvDjx3cV78v9oxb/ds8mklGjKARLaU+aSFl/jdcD4U2nz+HHT+xCyrEJYFvC5PR5TTy6dbCqZt/ur39gU3+VPaoyd0KIssApU/P9kr7/VhOCWY0xcrbLnuE8zfEIUspDlShuCCGeLPn7e1LK703ynf8Cvoi6q78IfA14P9UDsSXVYz0OyxMRCrhJ+NTlK/i7256puq49YfKxS5fxxd+8WObzMXWND756MQBP7Riu+J7tSn66bhcXLesgFlECbsdAlrip01gSyjx+tvvApv0TmmDa/UaqY/b5Fs5b3EYyavCJnz1T9YHoGc7zmStO5Fv3bSn77uoVXSrXqOAWtRFQTSmTMYO3nT2fHQMZblu3228GGeVTr19ezHWa0xJje3+GpZ3J4rE6G6PoQpC2nGLItuN5xcTuz73pFP7hF88dcLHd9oRZnN0+sW2gpilxND8m7B1P8u01W/nIJUv42GuXI4TgS795kYG0XWxwefWq+WzoGSFjOcVCvIGgG4+EooBr8QWc63nHbZpAynIwdQ3LdSm4XrEocX/aYkPPCJqAsxa2EVjyA+FVtVyb4xHVBaauVbY2WtkNAm58+JW6o2yjhsZrT+xi3Y4h+lMWcb9iUS2SMfXbB0L5o5cs5TTfB7ZyQSu3rt1ZNuG5eFknKavAS3tGeWBTPwL48CVLuO3J3cVWN+88dz4CwU+f3FVc9tbFcNVZ81S/uVG1TNMEzfEIO/1J22jewXLcKRVsqIEjpTx7Kl+QUhZn7EKI7wN3+X/uBuaXbDoP2OP/v9byaSUUcJNw5cpu1m0f4EdP7CpbHkQwXXVWNxFd8G+/21QUEFetnMtbV6kyWjUbf2ZsFrSpBNWYqSLuTmhKlPkoTF3za9kp30VQSb8ac1ti/OvVp9McjxS1jbTlEDU0rlzZzcdrCOl9I3netmo+i9oTtCeU9jictRnIWMQiOk3xiBJg/joBRHX1krr81DlcvKwTgIaowSlzmnhkaz8LWhuY39ZQnOEGBFXXHU8Jzqihzi8Qdleu7GbnYIZbHtvBQFp1Ebh4WQf3vri/aIpNRnXeeNocfv3snopAkmtWdRcnBd9/eOIUi1Jsx+NHj+/kY69V/brmtzYgkWRtlxP8ShQdSZOBtFUUcFlbFc9OmkZRa3Q9iaGJ4mQgGTWKGtzxKd4glXOIGALbpaxo+HDWJqJpFDzVoSMwUQa/c60ArbTl8oGLTyj2WdP91kYF1+PHT+wsE26dkwQTBVaKD/l/r9nUW7P+aEs8wk2Pjj1/tuNx/QNbeM+rFnLpillcsLiDS1bMKvtOvuDSGDOKRZclcNuTu7n2/IW8ZnknQzmbpZ1JXu5N8/pTZqs8PsfF2qUCFtsSJlt606yY1QhA3NSLKpLjeUfMVCmEmCOl3Ov/eRUQRFjeCfxYCPGfqCCTZcATqNfGMiHECUAPKhDlXYdjrKGAq4MvX306LQmTn/naSjBDO21eM1FD562r5tPVFKOtwUQIwWDGLlY/qRU8MbclTnerKq0TM5QWN75GpBCCuKEXfRfVAlYC/uHyE2mOR8gXXL+0mEtrQ6QoMGuNY05LjHhEV0Yk3+whBJy3qJ24qZOzx0eDCqJ+FfV4RGM0K9GEIGZoaJrglLnNSshqgpPmVHYV1wScMb+F53YNk7Ed5rbEiwIC4PJT5nDOonaSUYOBjMWZ81u46qxuWuP+tc1anLWglfMWtfHV324s0zpPm9dcfOj3TzFgpbRZbTSikbEcPCmJ+79jImqUCams7TC/rYFdQzmaYxEiuspJTJRo4LGIjqFpvg/u+BNxUkoydoHmuJrklAZrDWcLRCMauisYzNpFE2Xa95fWinTtaIxy5vxWYDstcYPhnFNVKAU+4FqRr52NUS5e1llmTdjWl656HsFEbLxlwXI8fvFUD3927kJ2DmbLWuYE69fvGuHnT43lVgY1Kwuex6uXddKejLJ5vzpu3vFobTAJYrYbogbJmEEyrsYXM3S/MfGYeb1aN/FDiRDiJ8BqoEMIsRv4HLBaCHEmSma/AvwVgJTyBSHEz1DBIw7wYSml6+/nI8A9gA7cKKV8YVoH7hMKuDp5w6lzePWyzuIMvuB62O7YLKohogSRJkDTKOasfOKy5RW+qqhR3t3ZNDQWtjeUmScD4lGDrJ9HVGtG2hxXzQ73DOV4uTdVrJ05v3VMe/r465bzz3eUj8PUNf7h8hPRNNWLzXZVz6yWBrP4Yo+bOnFTp+DndAXfA6Wh9Hiq63ZwvpM1cgVVCPrcE9rRBGXCLbg2wUxfoDS+pBnBdj2ihg4SDE3jmrPnc9q8ZvpSdrESy0DGIuI3spzTEqvaHieo7j6e0mLIUUMjlVPTzkAbS5hG8eViOx6NsQhLuxpxXMlQtlAUcC0NY5OUWER1eHa84zMPznI8318lEAhsv+5qYF1oazAxNBhM2wQBrbmCy/0b95Or0X6oL2Xx6dufA6rnLJYe+5a1O6pGvkYNjbefPY/hnI2hq/Y8f9zcWzUdKBk1+PjrlvGl37xU9TiDGZvmhgjeQPkv7ElJwXO58eFXKtwKluPxo7U7ecsZKhippSFC1nb8SWnDmICL6LQ2mMVCE5omaIwbZC2VMpGIGeyu4mc+lEgp31ll8Q0TbP9l4MtVlt8N3H0Ih1YXYaJ3nTRGjbIZaMH1ygRSUzyC5eertPqaHMA1q+bxvosW0hZTL8z2hMlnrzixoqzOvNaGqm0/GkyNgqtyyD5x2bKKHlSmrvHZK04GIBkf0zI8KUnExsZ31VndvO+iRcUiyB1Jkw9fuqQ4juYGA6vgqaLS46oizGqKkbEcHE8Sj2jFcUb9ho+elEQnyHOqhmloFcINlFBwS/LGTF2jMW5Q8INCJKqlCuDXplQvj8A8GIztHy4/saznV7CvPztvAfFxYzV1jU+9fmzCETW0Yoh2IMw1TTC3JcZgxiZjOyxoU1XiG2MGBf/lWXBlWTkoIZS2ax+nUZSW4/Ho1n7ef/M6rv3BE1z1nUe5Y31PMeApqKyfzjs4Uj0bAN9+YCvpCYRXUAnEncTX1p+yWL2ii49csrR433cmo7zngoVcemIXZy9q46TZTaRth588sauqfztqaLxlZXfNQsZdTdEK7X40V2AkZ9MQMdhfoz3TgC8YQUVIZm0XV0oaSu4fQ9c4tbu5zBTZEjcZztm0JU2aY8Zx69utl1CDq5NE1Ci+9ECZKxqbSwRcTPV/8qRkaddYYIUQgstOms0Z+l7mn3w2AxmLM+a11H9c02A4l2JJZ5JLTuxCILjunnJ/39VndRe3FagZqa6JopkUlDnjwiXt/MmpcxBCdTXuLDGJNsdNdg1l0RAko+UCrjVhsr0/zXDOZmHbWGHbiKEVH+xD4OxW+9Q1JBLHk0R9YZo0Dfa66kUhxNixGmMRmv3Zb0TXykxEV67sZsdgRjVO9QNG3nfhIj58yTLOXtjGV+5+iT4/5eGaVd1ctWqs9VAsouNJ6QcTjJ3X4o4kVsFjIGMVNdW4aRDoZ5Ixk2bpvkayBY5HL9wd63fzg0d2FAVHb0p1CRjNj/mfAdK+tja7OcZAxj5kuWxB8FJpQNBw1mZWU4wlXUl0TZAwdZKmXjP6ciBjFy0un779uYpgso9duoyIrtEYjRQDsgqex8oFrTTHIzWjsNsTZvH5bIpFOGVuE1v7MkULUUBk3CSw0RdqrQ0qoMrQQh1lIkIBVyfjX1zjZ1sNfmmmBlOZFUpJRg32l7zfjCnU1jINnWTUYFG7eiFcfdY8ZjfHaE9EfVNPoagJ6ZqgpSHCYMZm5YKWsodDJY4rLdQ0lO2+sUTDi5s6QgqkqDzXZNQgHjHoaooWgy5gTLsRcMgeNENT/bdKNWQ1HulraVpZIM681jgv7hlFlPgGAy4/eTbn+v68wYzFct9Zf+XKbk7tbmL/iIqcGz8L1jWBKyWmrpdpmZomWDG7kYzdUFwe9fuFBVQIOENnwLOPGw1uIK2aAs9rbeDbD2ytEFa5gsv192/l628/c2yZ30pgbnOcF/ZMrcNFLUxD46oqxYddTzK3NV7UioQQLJvVWDPdpyNpkowqF4DneXz57jG/79Uru4vBZHOaY2zuTWH4Qie4d6sJxqih8ecXlFsSuppixbSSiWgwDZobTBJ+AfhqRd1DxggFXJ0kTF3NzlyvKDhKb65YRPmHFrRVmhobY0ZxBi8QFbOyCY8b1Tl5TlPxxWkaWrE6huN5xCPlP+Gi9gYWdyZojFUWXw3y7QLTXanGE4/oINSy8aY9XROsXNhSNEkGRHSBJnzz4CGqjB4IqdG8wyw/5SAW0ZFSHWf8A91gGiDVhGO8cImbellgTun5Rg0l2BxXEjPL9xkEhrQ0VJpdDV2jOT62fdTXYl0/36/aNXK9qdVAPNrY0pumuyVO3NQZytqM5FSjz1oRjH0pq+y3sHzf3KFqCpuMGnz00iVctLST4VyBJv9ZcFyPiKGVdb4AaGkw+cwbT6qqoX3oNUuKE6qr/WCywMKRssZ6znU1RdnWn2YkV2B+yTvgypXdOK5XDIhqS5h89oqTuHpVebNioCJIpRqxiMbcZhUYJiUV91tIOTNOwAkh3gB8AxVt8z9Syn8dt/69wHWocFOA66WU/3MYxkV3S5zt/ZmihlZ6c0UNjc7GaJnZLyBeYnaQyCkJuKih09VUfhM3RA0KfkBI07iXcHND7SCPpphRNJdIyrUN3Q80aYpXr0pe7UEKtMLhbOGQhSzHIjpnLWxl8/5UMe8obuokYwYZ2ymWwAqIR3SVKOt6FW154n5KAvi5S0a5YPKk0grH++QMXQWTNNTxwjF0jaihoi5bqlR0j+jKp3is+ko8T7JvJEdzPELc1BnJOozkVf+3toRZ1fTXljDLTL+BUJnj+7l0fwJXylSqh9iOCkha3Jlk7bYBPKkifTO2y+zmaNVyYYEv+ot3vThm/j9zLu84d0HZdsGzJ6UyLQb7MnSNhe0JXtgzWhENfdVZ8+hojNISN8kVHC5Y0lHfiVRBCMFiP7dUCEjGQgE3ETNKwAkhdOorynmblPIjh3t8QV7KUNamMxkt03SEEJw+r7nqwxP3tbsgEOJghUFjVNWx9CQ0ROr/CeNBcrXrETUqtY3WBpPG+NRuiYaozmi+MCWhPRmNsQirFraVLetuifP0riFmj5vl635kWd+oVRGAMz6IpfSlqmkCiconGq8VBr6NBrO+l0cyFmHPUI5FHQ0V61Sx5clbGh2t5AouactlKGvTnjBJWw4CwVDW5ppV87jh4e1luWlBvmLpc5Lye8XN9jX2pZ0JNvmh800xg9G8wylzm+pu0Gu7Hv/94Dbee+EJzG2JFSNtHc+bsM9iaQ6k9NNlEuMim5NRg4GUjSslXU3l+5rVFCNtORXR0LqmLB2241VYGQ6WWU2xCotLyBgzSsChCnMekaKc9ZCIGiSjKmds+ezGivW1CsnGTR2hCXIFt8KkeCAkowZ7R/JKy5jCAxPzBVqQbzOeBe0NaDXOoRYNEeOQCO3JaE2YRHW9qs+hrcFk92CuQsgGAk0lylOm4RmaqvTnSVlhGlJ+FFGmeU9EY9Sg4HkVL0NQWmNpVOixRtZ20TUVLp9rcQGJrgn6UnletaSdZ3cNs3a7alDbnjC5+qxurjhtblmps+ClH9zLQe3QG649m93DOT535wsM1lkYO2Cfnwc5v62BvSN5hrM2hiaqmu5LSUR1hrMF8o7L8q7KZzxh6uzzK9MkY+W/t2loVXM/QU10LMelNXFozLABtbqkhyjETHrwhBDXAG+QUv6l//efA+eVamu+ifKrQB+wGfi4lHJXld0hhPgg8EEAwzBW3XvvvQc9Rk9KBIIpygFGUymIxDF1UZetfSJcT5KxXTShfFBTkS0qgVlplYfCb+Z4Ki+sXkGbTqdJJpOTb1iFnO0WCxiXElyPhFleiFZK1QxTFwKP8q7jnpTFskzxSGUB24ztEjO0ugS340lytksyalTcFz/YYLG+1+E/Xh2vmGkfzLWYKViOh+N6eMAzfR63v1xgyILWKLx5sc7WEXh4j7rO/36RSdLUWLfP4UcbHeyy+BPJtScZ/HCjiydVjcZvXhJl1JJ85hFl5myMgOUy7nvVaY8JvrZaadRBgraha5M+K7brqe2lMkeO397xxto+TeXZy9ourif9sncTf+lw3heXXHJJVkqZmHzLo5OZpsHVKtZZyq+Bn0gpLSHEXwM3A5dW25lfNPR7AIlEQq5evfoQDnVq3Hf/A1gdK1g+p6loQz9QCn4l/5Z4pGou2US80DPCrqEs55LRhrkAACAASURBVC3tmHQ2Ww8j2QI9w1lOnltfX6o1a9ZwoL/DaF61DRkfSp0vuDy5Y4iV81vKtCjH9Xh4Sz8J08A0NM6YP5aekbNdntg+AMDKha3FQISA53uGWdKZrDhWNVL5Apv3pyrMqgC/G3iOdb17WHLGOSzpLNcIDuZaHGmCkPi12wYwdY17XtjLDzfuIKiDPGTBTzZL5rfGAVWqSpt9EvNnN/K5deuwvfGJ3IIfbnSJaALLlcxqitGx9Ew6BeiPPo4rJSvmtvKakr58s5tivGppG3c9u6+igME/v/k0Vp9VGcgxGb2pPM/tGiER1Tl/cXuFVWY0X+DpHUMAXLS0o+7n79ldw+wdyXHWojbaJzCTwtF9X8w0ZpqAm6hYJwBSyoGSP78P/NthGNdBo/sv5vEBDQdCRNcm9CVMREtDhN6UVteLux4aojqzm6snwR5qxguhgKihwrLHa1vBjN12vIoAEN33wakUh8p51YLWRN2/VYM5lsYxnoiu4XkSb3orKh1WRvMFnt01zIpZjeQLLgnT4OdP9VQWR3Y9dgxm6fD7IvYMZ1kxu7FmnUlPqi7XALOb4+QKLks6EzT7qS/dLfFiTttgxuLMBa0IAR3JKL9cv6fYyukd58zjqgMQbqDqrNqOy+LORFWXg+kHDSWixpQml6YhygpxhxweZpqAW8ckRTnHFfp8M1C9hs4MpKspesRv8AbToCMZPWQ+s4iu1VWeazoRQuWnVTP9xiMGo7lChQk1OH9J9Ry+5ioRkbXQNVFzVm4a2jFXbHnPcA7XlfzPw9v4xVM9DGbsmufneJIVs5sY2jbA7iEVwVtPR/XZzTGQ8MiWAUb9Hn33bexlaVeymLQd9VNmLlzawZ+eNhchBFnbKasmM1UihpqIBsXFx2PqGroQtNSINq65X10jomlH/Pk/3phRAk5K6VQryimE+ALwpJTyTuBjQog3o4p5DgLvPWIDniIndCQPWb7YgdIUj3CCcXT7fapRy68ZM3UG0lZFKbEgss2TlW2JDiVBHpx7hDtNu548JJOafMFl70ie53uGuenRHZO2NhJAznJAwv8+tZs1m/s4Z2Er923snbAzeldjlCdeGeQHj4xFYaYth2/dvwWJ5Iz5LX4RZEF7Iko675Dwy+kdTKSiqWs0N0QqAkgCNE0QN/Wa1oRaRA3l8x6fyhIyvcwoAQfVi3JKKf9vyf8/A3zmcI/rUHCoQ4QPhCDf7XghZmh4NXIPTUPH9WTN6NdDgSo9Bs4RDOayHJdtvRlOmls9wm8q9KUsNODWtTsnFW6moWE7Hs/2jOD659+Xsrh7wz6ixsTX/PandyOhrPksKLPnzY/u4LvvHvOPzWqK0ZcaKZbTO5j729A1TpnbPOFkoKUhQkN06rVXG/yczZDDx/Hzpgs5Lgla1lSbOZuGhpxmxSo4rl04chqc68maHd2nyv7RPMlopKYfrRRTF9hO9aLIQUd1QfXWzkFB5WoMZOyyQuJNcQOCvolU1m+cKpOZERd1JKasiemaqKkVhkwf4RUPOaaJRXRMXatqhozoGmKalergZWkdQROl40msgnfQZkrXk/z+xX388uk9dfkUJ+oIEKALaE1O7pMrZXZTjPaStkRRQ6clrgJRDENMu6XkQMpjxSL6AQeGhRw4oUE45Jgmogtipl414i1qaBXVTw41gYArTGLOm048T2K7blk3jAPh50/u4qZHdtCXrl8YTYYj4cb3nFP39lFD49NvPJFZ4yrazG2OkYgarFrQdtB5ptNBMmqESdlHgFCDCzmmMXSNphqmIVOvL5H7YAjMZUdagyu4ctL+aZPx9ftePmStbAKC6NbWqMqdG09LPIJpaPSmLNoTJn/7uqUVvRRBVfToaIxN++8ZcnQRCriQY5qEqbOoo3qOWiKqo09zP63ANBo0bD0SuL4GV9qwdyIKrodTJRpx/0j15p2TkTRVp4pqJsvzTlDJ8W9erHPbFlnRVubzbz6FVQtb2d6fQUo4fV71ggJCCI5wgHLIDCQ0UYYc0wQdD6rR2Rib9hy+wF/jHEENznaU/61eDa4/ZfHIln427hstG3c9PiS9SpTgu89fyLfeeRYff92yYvJ8cN3PnN8KwDmzDb5y5Wl0JlXn7faESdD5PmpoSCmRHLq2TCHHB6EGFxIyjfz/9u49Pq66TPz45zlnbrk1vdMLteHSFgoIVUAU1CJyrT9B1BVckV3cZXVhvSG/DaJuvLBWcdddV9YVkd+iqyIKFNagFZAKKCAtLRSEQktT6AV6T3Od6/P745xJJslMMknmlszzfr3yanLmzDnfnM7kme/3fL/PE/L/IMcShZnFOFqr1u/gn+97nt1+aqvm84/JOsSXqSOaoDbksqu9h6DjcNTselSV9795Pj98dGvWnqCIl/vz1COm8eLrnQPK5Pxi3XZqwy4nLpjKX5y8gNsea+Oasxdz/apnqQ8HiCaSiAgXv/lwFs1poCeapDue4Pj5Xm/N6cs6M7paisbYq8WYIgr5PbhYGerlrFq/g+vu2shuf4bia4d6ue6ujaxav2PY5x3qiRMOuEyvDbNtfxcdvXGiiRSnHTGDtx/dX8ssfbvLy+7hfX/igqlccsqCAenP9nXF+M+HtrC2bT/1/vqxdF3C+kiAjt7+wqEBJ53QvL83mK78oGjWtGqmeETkVhHZLSLPZmy7UUReEJFnRORuEZnqb28SkR4R2eB//VfGc94sIhtFZLOIfEdKtCDQApwxRdR3D64MQ5Q3rt40ZP1bTzzJjas3kUwpuw8NvaemqnTFEn61dqE2GGDjjnZe3d+NiJdhvybocu9Vp3PPVWfwv1efwbuOmU16kmhjTZA71m0fUAMOvBJNv1i3vS+jzA4/bReqzGoI9wWugOP0FYdNV8V2HSGlXkAdbXJxM27/DZw3aNv9wPGq+ka8ii6ZiTe2qOpJ/tfHM7Z/D6+yyyL/a/Axi8JeLcYUUXqZwEhZP4php99Lyra9J55k8+7OIe2KJlKg0pdxoy4cIOQ67GrvJRJ02Xmwh3lTI4gI0USSjt44M+r772M21uReBL77UHRIDy4U9CphpwVdh5R6i7/djKCXSKX66hma0lHVh/FSImZu+62qplfiP46XFD8nEZkLTFHVx9Srz/Yj4KJitHcwC3DGFFF6iLIcPbh5U7NXeZg3tYbeeJL93TEOdscGPBaNpxicWyQccJlWG6I2FGDHwR7mT60hpcqhnjhTa4MD1p1NqQkOqbref94I0/0kxn1DlKHAgGTXXm9t4BCl43j33wbnEzUFERCRtRlfV47y+VcAv874+QgRWS8ivxeRt/vb5uNViknb7m8rOgtwxhRROqVTIs8p+oV07blLhixkrwm6XHvuEjp7E4Rdl12Dhil74rlTZMWTKXYfijJvag0HumM0zaxj6bxGjprl9cACjlAfcvnMuxcNqbweCTpce+4xHD3b2/f1Q70EXSEUcAcUiQ0FHNTvwaXjXsBxcJ3KyOU6CSVU9eSMr5vzfaKIXI+X9P4n/qZdwBtUdRnwWeCnIjKF/Op8FoXNojSmiIKB/ntwqsVN7DzYRcvms7ujl3++7wXAm3r/xfcs5aJl83n61YNMqQmwvytGNJHsW87Q0Zvgia37+cW67V5iZb/iQkPY7Rs6bN24i2m1Ic7wJ5y07fMKmiZSyjW/eIbm84/hmnMW8/3fv8z+rhjT60Jc58/ePNgdIxJw6E2kmBIOADogwDkipIsLpXtwriO4jhCxUjMVQ0QuB94DnOUPO6KqUSDqf79ORLYAi/F6bJnDmEPqfBaLBThjiiiY0YNThVInk3/Twml93zeffwzveeNcwKtCXh8O0hNPsrs9yvxpNTiO0LpxF7c8urXv3lx6rkhHxiLtjt4Et/5hK0vmeBXKb/vjtr7H9nXF+OI9z/KP5y7h2x86iWm1IfZ1RXn7olmAd0+voSZIb0eU+nDA66llXJTMSZKZWUlCrkvEenAVQUTOA/4ReKeqdmdsnwXsV9WkiByJN5nkZVXdLyIdInIa8ATwUeA/StFW+0hkTBGlhyjjqVRZip4e7Ir3f98d8xIvJ5Ik/MTLjZEgm/d08tSrB9jbGeWWR7bmNSEmmkhx4+pN3Lh605C6br3xFN9/eCsp1b4M/+lg5Yj0pU5Ll7XJDHDpGZMBRwb0dmvCLsEiZ50xQ4nIz4DHgCUisl1EPgZ8F2gA7h+0HOAdwDMi8jTwS+DjqpqeoPIJ4BZgM7CFgfftisZ6cMYUUV8PLuX9sc9+O6J4DmRMItnfFSOZUhIp7WtFwHWYWR+mO5bg5oe30BnNfQ9usFyzNMG7xwZeDzBzar8j9BULrQ8HEGTAFRERVFME3IEFReuCLkEboiw5Vb00y+Yf5tj3TuDOHI+tBY4vYNPyMmKAa2pujY20j6+nbeWK7InijKlS6XVwiaSWpQd3qKc/YB3sjpNIej24wW2pDQW4e/3oboukZ2nuyBLo5jRGELxF28GMoUYR8eq34Q1XKtq33g38HlyKIb21hTPrLIuJGbV8enAJ4PwR9hHgnvE3x5jJJTDoHlypHezxPp+6jrC/O0YileKup7Zzy6Nb2dcZ89alidDZmxh1AL723CUANN/1zIAkyTVBl0+dtQjFS/QcGNTzaqzxemd1YZfBiUlc8YYog4MqfltwM2ORT4B7pG3lit+PtFNTc+sfCtAeYyaVvmUCqVRfho5Sau+J4zrCrPowB7pi/M/j27jpoS19ZW868ihKms0HTz68L6dlLJHiG795gf1dMWbWh7l+xbGcd/wcnnh5PylVIu7AySH7/TyV9218jT9t3c8XVixlqv+YiBeMsxWoNVWmpfEq4A+0tG+gpfHNwF1AHLiElva1+RxixADXtnLFufkcqG3ligvy2c+YajJgiLIMPbj2nji1IZeGSIBDvQl+/Pi2UdV0CwcczjpmNk9uO8DejigzG8JcvGwe/3DW4r59Llo2n9lTwtQEXRpqAiyd2+gtbPeXGIQyel+r1u/g8Zf7E2Ps7Yxx3V0buexYl+X4k1HEemwGgGuAO/zvvwbcDnQA/wK8M58DjGmSSVNzqwP8NbAMb1bM99tWrsh9x9mYKuX6iYLjqRTJcvTguuPUhQJMqw3Rtq+LfZ353lL3JoRcfebRLF8ym09kbN/fFRuQ9Dj9fTKlfffOvG1KKqVkZti6cfWmIXkqe+JJ7nwxxefxZlS6MjAomqo1g5b2PbQ0hoG3Ae/D68F9Nt8DjPVVdCNwJrARb2ro/4zxOMZMaiJCwBUSSSVZhmwmh3q9Hlw0kWB3R3RU99lU4fSjZ/L6oV56M5I2D87q7ziCI36A8wOTV4BUSGQEPcg983Jfr7+42/GSPFsPzgCdtDTOA5YDz9DS3gu4/lde8noVNTW3vnfQpje3rVzxkbaVK74PfBB4V74nNKbaBF2HRFJJpEqfj/JQb4JYIskz2w+N+rkzG8Ic6o3TNLOW3kSS7lgCVc2a1T8UcIkndcC9s5DrEE+m+hJOQ+78mDMiGT1CV3DtHpzxKhk8AfwYuM3fdgreqGFe8v2Y9PGm5tafNjW3Tvd/3trU3PpPTc2tZwPfBJ7J94QjEZHzRGSTXzeoOcvjYRH5uf/4EyLSVKhzG1MMAUdIpFJ5V9QupM7eBLs7YqOeIRkOOFx22htQhcOn1XLcvEZ6494C8VCWrP6hgJfxP3OtWijobXMzenDXnrtkSJ7KmqDL+xcHM47lZq0MbqpMS/v1eMmcP0hL+y3+1ijwuXwPkVeA8yeQrAb+2NTc+iHgk0AY+DQQBC4ZRbNzEhEXuAlvWcJS4FIRWTpot48BB1T1aODbwDcKcW5jiiXoOiRTOiTjR7GpKp3RxKgmlQDMaghz9ZlHc0rTDGZPCRMJutSG3L5p/4MTOIPXW0umdEBgCgUcUqmBKbcuWjafT521iJn1IcQ/19cvPoG3zesPcOGAM+A5pkq1NF5PS/v9tLT3z+L3Zk+elu8h8p5k0rZyxW1Nza2/wQtAHwY+3rZyxa5RNDcfpwKbVfVlABG5HbgQ+HPGPhcCLf73vwS+KyKSTvhpTKUJuEJSlVhybFPyxyrqDyvWBB164iMHuXDA6ZtUArC3K8oxjV6+yUjQJeg6xBIp6iLBrM9Nqg7KH+mg6JDe2NlLD2PZgmmIQGNtgGPnNrJmzUsDnudYgDNevssbsmy/Fvh6PgfIO8A1NbcKkGxbueIDTc2tHwB+19TcemPbyhW35nuMPMwHXs34eTvwllz7qGpCRNqBGcDewQfzaxtdCRAIBFizZk0Bmzo6nZ2dZT1/pajG66CJGPHOOC9teJJXM3o/xb4WXfEUKYWl05QNu2FweBWgNgBdCZgehv9zpHBkYhvbn38FFJKqPL2r/09EbzxJPKl0BRx2bxrYi4slUqTiSZ7aF+jLLRlPpkjGk6zL2AZeHstEMgUI7a7w+iZnwLVIpJRdjpQ4qVnlqMb3yADexBIAh5bGuQzMb7cIv2JBPvIKcE3NrRfiJcpMNDW3egvtvGmb/9bU3Hop8DdtK1dsG+4YecqnblDetYX82kY3A9TV1eny5cvH1bjxWLNmDeU8f6WoxutQt/YhNBJm7jFLOXHB1L7txb4Wz+5ohwcf5cTFC3n/6fXc0Po8XTEvzDVEAlz59iMH9NYWzarn1QPdhFyXnniSOY1hjp7d0He8nQd6WLttP8ctnMb8abUDzrXrYA9Pb2/nLYtmUucnUX79UC8bXjnIaYtnUhvq/1PTtreL7Qd6cARmT/HOUY2vi1zsWrCd/r/pmYVSBe9z2hfzPVC+PbjvAOe1rVyxrqm59VTgW20rV7wDuLypufV84D7guHxPOoztwIKMn7PVDUrvs11EAkAjg0qqG1NJvHtwqaJX9d55sJuZ9ZG+WYt7O70PujVBl/ecOI9j5k4hmdQBFbjB65lNiQQ5fHotAUd4/rUORGBWw8DK3HWRAKGAk3WSScB1CPh129JcRwgGZEDvLb095SeedsWWA5ghjsALZhuAEzO2p4A9/nKBvOQb4ML0B5pd/s8AtK1c8eum5tZH8j3hCJ4EFonIEcAOvJ7ihwftcy9wOV4Jhw8Av7P7b6aSpSeZjHayx2jtONCLK8Jhjd5U/D0dXoCrDwVwRWgIB9jbEfOmhWXojSdpmulV2p7ZECa4pxPw9s9UE3SpDQWyptEKZAlmAcdbzzZ4wkjAEVBvPZ0tdzNDtLSnRwOnDrtfHvINcF8Gnmlqbn0RL7r+feaDbStXdI63IdB3T+1qvBmbLnCrqj4nIl8B1qrqvXilGn4sIpvxem4FmcFpTLEEXYdoPEmiiFW9VZWuaILtB3v7Aly6B1cXDuA6Ql0owNZoF9FkkpDrUBN0Cbje5JApfgLkgOvwhum1JFWHTPQIBRwaa4JZZzi6rhB0nAELwN10gMvRg3NEbLakGV5L41uBk/Hqz2Vsb//nfJ6eV4BrW7nie03NrXcCC4HNbStXHBhlM/OmqvfhDXlmbvtSxve9eIvLjZkQgq7QFVVS6mfXL8Ii5pif+7GjN05vPMlvnn2Nmx7y1sP+6wMvUhf2hinftHAaKVUOdsfZebCH2qA3AaQ+o7e2YHptzryZTTPrBtxPS3NFCAUGzn4MOA5BV4YEShEv36QqFuBMbi2NLcDn8YYquzIeUaBwAQ6gbeWK3cDuUTTPGIOfycQvMppULUqV4XhGGrCfPfEK31j9Ql8Jm4Pdcb6w6llcx+mrADC7IcJhUyKsbdvPYVMiAwKNiJCrk5kudTOY68iQBdyuI0Sy3K9Ln0rRIffnjMnwceAMWtr/NNYDjDgC3tTcujGfAzU1t24YayOMmcy8AOcFm2JlM4knUgheleyb1mweUJ8NoCee4sbVmwZsa6wJsmzBVOZPHTiZZCzCAYcF0wfOrAwFHBbPaRiyb3qIVjK+NyYLAfIqi5NLPh8mj/aXAoz0SmwaT0OMmaxCruMnWpYhmfQLJZ5MoUA44LI3R8WAbImOp9eHs+w5eiLC1NrQkO3Zkib7FXFQGFLw1JgMt+BlrvrBWA+QT4B7nfzGO18bayOMmaxWrd/BI5v30BtP8dk7NvDZsxfzl6ctLPh5umNJAn7Ox1kN4b4ZlJlyJToutfQQqKr14CqdiNwKvAfYrarH+9umAz/H69S0AX+hqgfE+8/8d+ACoBv4K1V9yn/O5cAX/MN+TVVvY2RvAT5HS+Mn8Wbv92tpPyef9udT8LQpnwMZYwZatX4H1921sW+4cF9XjK/+6s/UhQN998IKpTue4PGX9/LztduzBreaoMu15y4p6DnHyvELoYpYD24C+G/gu8CPMrY1Aw+q6ko/IX4zXlqt8/EyjSzCC07fA97iB8R/wpsNqcA6EblXVUearPiI/zVmxbjfbYzBK+7ZEx+YIKs34d0LK2SAW7V+B19YtZHOaPZcl1MiAb5y4fEFD6pj1TexxHpwFU9VH85SseVCvBpt4JWxWYMX4C4EfuSvS35cRKaKyFx/3/tVdT+AiNwPnAf8bNiTt7R/ebzttwBnTJHkKu6Za/tYpHuJgwNpplJXMRiJZNyDs/g2IR2mqrsAVHWXiMz2t2fLJTx/mO3Da2l8W+7H2v+YT0MtwBlTJPOm1rAjSzAbz72w3ngSVagJedPvs/USB4sWodc4Hl4PThBbJlAJAiKSOVPxZj+H71jkyhOcd/7gQR4d5nl5VfW2AGdMkVx77pIhvatwwBnXvbB9nVF64ymOml0P5N8bLGSvcby8mOb9nbJ7cGWXUNWTR/mc10Vkrt97m0v/+uhcuYS30z+kmd6+ZsSztLQPnILrVRn4GvCrfBtqmeCMKZKLls3n6xefwGEN3lT8+rDLJ5YfNa6eVHcsycHueN/P+fYGK2UGJXg9OM343kw46XzA+P/ek7H9o+I5DWj3hzJXA+eIyDQRmQac428bnZb2ncCnGEWRawtwxhTRRcvm87vPvZOgK5x5zGzOOHrmuI7XHUtyqDfWt2D82nOXZK2wnSkSHF+vsdDSQc0mmFQ+EfkZXmL7JSKyXUQ+BqwEzhaRl4Cz/Z/BS7H4MrAZb+3a3wP4k0u+ipdM/0ngK+kJJ2MQBmaPuJcv33pw8/F+icOAn7StXHFbxmNnAB9oW7ni06NsqDFVwXUcZjWEeb09Ou6F3j3xJEmF7liChkiQC0+ax0u7O7jpoS2AtwbulIXTeHLbAfZ2RJleF+KzZy+umPtv0H9DJp1w2VQuVb00x0NnZdlXgatyHOdWYHTFsVsaPz9oSx3eTM378z1EvvfgbsGLmk8B32lqbu0CjsHLFTYH+EO+JzSmGs1uiPDaoV4SybEHOFUlmkjiitATS9IQCbKnI8osPxtJ83nHcLrfQ/yE/5wD3VFOXDBtvM0vKMev1m2ZTMwIzh70cyfwC+Db+R4g3wB3GnBk28oVB/yqAj/Hm/b5JeCetpUr9uV7QmOqjQjMbgjz/K5DJFPDz3gcTiyZQhUiAZeDPXGm1oZ4aXcnh3oSgHefLZlS9nVFmRIJEgm6pCo0Y7/rCPFkyoYpTW4t7WeO9xD5Bjg3o0TO/UAtcFbbyhWvj7cBxkx2gjC7IUw0keJAd2LMNeHSFQPCQYf9XTGiiSQpVXZ3eAWO5zZG6I4lmN0QpiuWZG9XlIZwgFAFVhV1HEGSYj04M7yWRgFOxZud+QrwJC3teQ+D5PvKDzQ1ty4GaFu5Igl0WHAzJj+OwL4uL33Wp3++gdO/8TtWrd8x6uOkKwYEXYeuaIK9nVGm1oTYebCXmfUhIkGXWDLFnMYaTmmazulHzeTkpumEAhUY4Px8lNaDMzm1NC4A1gMP4w1LPgKsp6XxDfkeIt8e3EHg+abm1kN4s2AiTc2t7wXWt61c8erwTzWmut27YScPPN9fSnHnwV6uu2sjlx3rDlgcNJJ0xQCADa8c5PYnX2VvZxTXEeZO8UreCFAXdnGdyq6WHXCERAW3z1SEf8eLN6fT0t5FS2M98C/Ad4CL8jlAvhW95zU1t84DTvG/FPh/wLSm5tZ9eIEur+zOxlSbb92/aUBBUvBmQ975YorB08SGc8+GnfzX77ewr2tgOZxESnn1YA8fvuVxPvKWN/COxbMK0Oricpyhlb6NGeQMYCEt7V6Wgpb2TloaP4NXwSAvo6novRNvQV96UR9Nza1HAZditeCMyWnXwd6s2/f15j+jctX6HXzrt5uGzSvZ0Zvg1j+0sWTOlIpaFpCNK2JLBMxIeoFGIDMNTyOQveBhFmNK1dXU3BoGPgRcCbwNr0f3N2M5ljGTXa6clDMi+f+Bv3H18MEtrdLyTuYScISA9eDM8O4G7qal8XpgK3AE3oLxO/M9wKjuPjc1ty5tam79N7zic18FfgecMJpjGFNtrj13yZCZjDVBl/cvDuZ9jNHkkqykvJO5OI6l6TIjagaewcs9uQVoBTb62/OSV4Bram79SFNz6yPAWrwF3x8CmtpWrvgSXloWY0wOFy2bz9+8/Yi+Hsvcxghfv/gE3jYve4CLJ1Ns29c1YNvcqZG8z1dJeSdzcR0Hp/Imd5rKsgz4Jl4Gkzl4y9Nu9LfnJd8hyh/hJdI8vG3lirHmEDOmar190Ux+/+Iekinl9itPY2ptiDVrXsq6byKp7OmIsmBabd9EjE+ftZj/e+czI56nkip3D8cRL8gZM4zvAxf56968acgtjenteY0c5vsK+xLwRuDppubWG5qaWxeNuqkjEJHpInK/iLzk/5s1v5CIJEVkg/91b6HbYUwxiAjhgEM0kWKkdJSK0htPDrjndt4Jc3JO+3f8AqKzG8J8/eITKv7+G0DAcXBthNIMbyEt7VsGbPF+XpjvAfIKcG0rV3wNOApvUslS4Lmm5tZHm5pbrwAa8m7u8JqBB1V1EfAgucdZe1T1JP/rvQU6tzFF5YoQCjjEEilSOnyESyn0xlMD6sjFEymmhANDMn+EAg6fefdi/vuvT+FXnzxjQgQ38FJ12T04M4I9QxZ1tzQunhVjAAAAG6lJREFUBPIeRRzNMgEFfg382l8T9zG8nt138z3GCC6kvyjebXgF8f6xQMc2pqxCQYegk1+AU1ViyRRd0QTT60KAV8m7M5Zg2YKpvHKgh70dUWbUhbjoTfM54+iZtPfGqQnmVeS4IrhS2QvRTUW4G/gxLY1/B7wELAL+E7gr3wOIjvBmG05Tc6sA5wNXtq1ckdfK8pwNETmoqlMzfj6gqkOGKUUkAWwAEsBKVV01zDGvxOt1EggE3nz//XlXWSi4zs5O6uvry3b+SlGt1yGl8MONPTyzJ8W3l9cScCXntUiq0tWbIBRwiPhBa1dngusejXLpkgDvONz7XJpIKkFX+krw1IfHtOqnLBIpJZXSvjRi1fq6yKaU1+LMM8/sVtW6kpxstFoa6/BK7HwQ+pL4/BK4gpb2rpzPyzCuADdaIvIA3myYwa4HbsszwM1T1Z0iciTeMoWzVHXL4P0Gq6ur066uvK5JUaxZs4bly5eX7fyVopqvwxfufpZfPvUqD3z2nRw+rTbntTjYHeOpVw4QDrh95W9++sQ2Pn/3s3ztwuM5ccFUookkyZRywuGNPLZ5Hw2RAKceOaPEv9HY7e7opTeW4g0zaoHqfl0MVsprISKVG+DSWhpn4SUTaaOlfc9onlrSj3yq+u5cj4nI6yIyV1V3ichc0rNmhh5jp//vyyKyBm/K6IgBzphyq4+4xBM6Yk04VW+NWDyZIpZIEQo4bNvXDfQvF+iMJlhyWAO1oQAz6kPUTqDeG0Ak6OLaPTiTDy+ojSqwpVXSPN17gcv97y8nIyVYmohME5Gw//1M4HTgzyVroTHjUBN0SarSG08Mu19Kta/qdU88yar1O7jtsTYAmu/cyEObvEIeM/xCp0fOruewKfmvk6sEUyLBvvYbUyyVFOBWAmeLyEt4lVxXAojIySJyi7/PscBaEXkaeAjvHpwFODMh1Ia8XlZPfPiUWyntv+Gwav12mu96hl7/OXs6o3z3oS1s3NHed/9qSiRIY03+WVGMqRYVM66hqvuAs7JsX4uf51JV/4ilBjMTVG3ImzDSFRu+B6d+eIsEXG56aEtfcEuLJVL85IlX+Id3FXw5qjEDiMgS4OcZm47Emz0/Ffhb+ocOP6+q9/nPuQ5vln0S+KSqri5diweqmABnzGRXkw5w0RECnHpVwCNBl90d0az7vN6evUKBMYWkqpuAkwBExAV24E3f/2vg26r6rcz9RWQpcAlwHDAPeEBEFqtqkjKopCFKYya19Dq1kQJcMundg3MdYYa/Dm6wiZBv0kw6ZwFbVHXbMPtcCNyuqlFV3YqXq/jUkrQuCwtwxpRIpG+IcvgPs0lV0hMM3//m+UPKykSCzoTIN2kmnUuAn2X8fLWIPCMit2akVpwPvJqxz3Z/W1lYgDOmRNI9uJ6RAlxK+eOWfVxx25P84OGtfcFOgBl1Ib78f46bMCm5TMULiMjajK8rs+0kIiHgvcAv/E3fw0vfeBJe+bR/Se+a5emlW2w9iN2DM6ZE0gEuOsIsytV/3sUPH91KLOntF/fXzX3m7EWcePg0zlg0s7gNNdUkoaon57Hf+cBTqvo6QPpfABH5AV7NNvB6bAsynnc4sLNAbR0168EZUyLpSSa9ieF7cD98pK0vuGX60WOvUBd2LYejKYdLyRie9JNxpL0PeNb//l7gEhEJi8gRePkj/1SyVg5iPThjSiSzBzdcirw9OWZO7uuMMsXWu5kSE5FavLXJf5ex+ZsichLe8GNb+jFVfU5E7sBLwJEArirXDEqwAGdMyaQTJ0cTSYZLATurIZx1eUBtyKUxYm9ZU1qq2g3MGLTtsmH2vwG4odjtyocNURpTIpGg93aLJlMkh4lwl701ez3HaCLFg5uypmg1xmRhAc6YEkn34GLx4WvCvTVHVYBESvnug5uL0jZjJiMLcMaUSNB1CDhCNJEadohy697cZZ12WQYTY/JmAc5MPjvXl7sFOUWCDtFhqnqvWr+DL//vczmfbxlMjMmf3bE2poTCQZdYIkkqS3xbtX4H1921kZ549klnlsHEmNGxAGdMCdUE3Zw9uBtXb8oZ3GbUhbj+gmMsg4kxo2ABzhjwhjXnLSv6aSJBl1gyhWZJZrLzYE/W5whw2xWncvz8xuI2zphJxu7BGVNCkaBDPEcPLtf9tWl1wQlXsduYSmABzpgSigRdYjkC3LXnLulbK9e/v8NVZx7N1FrLYGLMaNkQpTElVBN02Z1MZZ1kctGy+XRHE3x+lZfWb0ZdiGvOXcyHT82+8NsYMzwLcMaUUE3QJZZQElmSKQO8Y/EsAP5++VG85cgZnLxwWtb9jDEjsyFKY0ooPcmkM0dV7/QsykjQBcUqBxgzDhbgqtnO9RW9KHoyigRd4skUh3oGBTj//6Er5m2PBBwUtQBnzDhYgDOmhGpC3izKrlg86+PdUa8HF/bzVrpiAc6YsbIAN5FYj2vCqw0GiCZTpFJkzUfZHfMDXMDBEXCsB2fMmFVMgBORD4rIcyKSEpGcJdRF5DwR2SQim0WkuZRtNGZcdq7nDdFNqEIilX2pQHqIMugIoYBb6hYaM6lUTIDDK3l+MfBwrh1ExAVuAs4HlgKXisjS0jTPmDyM0MvuK5mTo6JAepJJMOAQdCrp7WnMxFMx7yBVfV5VN42w26nAZlV9WVVjwO3AhcVvXYnZMGRxFHqIdwzHSwe4lJK16Gn6HlzIdQgFK+btacyENNHWwc0HXs34eTvwllw7i8iVwJUAgUCANWvWFLVxw+ns7Mz7/PUdm+l8sT3rdiDrY2NR6OPlYzTXYazGcv1yPWek8ww+3kjneGJLDFjI1T9bz7Swsm73/bxtXrDv/Ju2xgDo2PYcO15z2PdSdQS5UrwuJgq7FoVT0gAnIg8Ac7I8dL2q3pPPIbJsy1k6UlVvBm4GqKur0+XLl+fTzKJYs2YNeZ9/Z2P2xL87/WS7WR8bQ7Lg4Y5XJKO6DmM1puuX4zkjnWfw8YY5x0MPxXh6z4t9Px+ICj9+PsHSY5eyfLF3/id7X4BNW5i96I3Mn1bD0bMbSpYIupxK8rqYIOxaFE5JA5yqvnuch9gOLMj4+XBg5ziPaUxJ/PixbcQH5ejqiae4cfUmLvqol7GkO5bEFcERIWyTTEwFEJE2oANIAglVPVlEpgM/B5qANuAvVPWAiAjw78AFQDfwV6r6VDnaDRV0Dy5PTwKLROQIEQkBlwD3lrlNJs2WMQxrT0dv1u2ZZXJ64klCQYdkSgkFJtrb00xiZ6rqSaqanuHeDDyoqouAB/2fwZsAuMj/uhL4XslbmqFi3kEi8j4R2Q68FWgVkdX+9nkich+AqiaAq4HVwPPAHar6XLnaXLUsiI3JrIbsJW8yy+T0xJKEAw4iYllMTCW7ELjN//424KKM7T9Sz+PAVBGZW44GQgUFOFW9W1UPV9Wwqh6mquf623eq6gUZ+92nqotV9ShVvaF8LTZVo0AB/bK3LiQcGFoO59pzl/T93BNP+vuoZTExpRAQkbUZX1dm2UeB34rIuozHD1PVXQD+v7P97dkmApatDP1Em0VpzIR15pJZaCrFFfd7SwGmheGa84/lomXzYeduwLsHl7735rpjCHDpYDzJJ6WYgklkDDvmcrqq7hSR2cD9IvLCMPuOaiJgsVVMD85UsSoa8nzXsYdRHw5w3nFz+Orbwpxz3MBJxT3xRF8vz3pwphKo6k7/393A3XjrkV9PDz36/+72d6+oiYAW4IwpsSmRAB29XrLleGJgXbj0PTiYAPfgquiDSbUSkToRaUh/D5yDl3XqXuByf7fLgfQyr3uBj4rnNKA9PZRZDjZEabKrhLVXk3S4bUpNkEO9Xs7JeHLg6E1vPMW0uhCI1YIzFeEw4G5v9j8B4Keq+hsReRK4Q0Q+BrwCfNDf/z68JQKb8ZYJ/HXpm9zPAlw1qIRgNdmMo/fSWBNk96EoAsQHVfbuiSeZG3BQrZBJJoX8kJHrdbhzvZ8BZvn4z2EKSlVfBk7Msn0fcFaW7QpcVYKm5cWGKI0pscaaIB3ROCDEUwMDXG/cm2QScGTkUjm27tCYYVmAMyaXIgWPqTVBOnoTiEA8MXSIMhRwCLglfmtOpkBpgd/4LMCZiWkC/wFrrA0STaSIp5RExj04VaU3niRkpXKMKQh7FxlTYtPrQgB0xyGeTPZtjyZSKF4176KUypnAHwqMGQsLcMaU2NTaIABdCR2QfLkn1l8LLjjeGZQWzIyxAGdMqU2r9XpwnTElmVJSfpDr9qt5e/fgKmAGpTETnAU4Y4phmB7UdD/AdXlrvfsqe3f0eBtqQi6hUk8yMWYSsneRKQ0bMuszrS4d4BQBkn4P7mC3V8076Dojl8opxvW02YdmkrEAZ0yJpSeZdPo9uJTfgzvop+8KBxxcm0VpzLjZu6hc7JNy1YoEXSIBh664ovT34PZ1eD24UMCZ+Gm67PVtKoAFODOxTcA/pIHXn6Y+EqAzrjhAOpnJ/i4vwEUmQ4CbiMbyWpqAr79qYgGumCbDPY2J3v4K9MiLezjQHeeJ11J85o6n+d9ndpJIKYf8IcpQsMgBrpr/kE+W38PkxQKcMSX00KY9fO/3W/qHJbtifO1Xf+bB51+nN+515cIB10u0bH+MjRkXqyZQLSZp6ZmJ5sePbSM6qAZcbyLFrX/YxsaU12v78v8+RzyR4gPzytHCClNtlTDsQ01BWQ/OmBLa09GbdXtXNEm3n8lkf1ecL97zLA9t2lPKphkz6ViAM9WhQj4Zz2qI5LVfTzzFjx/bVuTWmKKqkNdcNbMAZ0wJXfbWhYQDbl775urtGWPyYwHOjM1kmCFaBmcumcXV7zqaxhov4fKUSIBwjqwl+fb2Koq9JkwFqZgAJyIfFJHnRCQlIicPs1+biGwUkQ0israUbTSmEM5cMotvfuAEAE5pmkY8mRqyT9AVLnvrwlI3zZSCfTgsmYoJcMCzwMXAw3nse6aqnqSqOQNhSZX6xWpvjgnvsIYIAjz28n5SOvTxulCAM5fMKnm7jMkkIgtE5CERed7vgHzK394iIjv8jsYGEbkg4znXichmEdkkIueWr/UVtExAVZ8HELEMDlWpypYxRIIuDSE4FEtmfbzdryxQtexDXKVIANeo6lMi0gCsE5H7/ce+rarfytxZRJYClwDHAfOAB0Rksapmf6EXWcUEuFFQ4LciosD3VfXmXDuKyJXAlQCBQIA1a9YUpUH1HZvpfLE963aAzhfb6ezsHHD+XM/J53jpY+bznOGe17d93To6G47Oerxsxx3peLnanu06jPd4udqXb5tHes5Yr0G282Q+tq/mAFNDSndCSAwdoWR6RFi7bl3Bz1+M443mHLmufU93z5D3R67zjiSf102u543lXGN9H+dsn8wp2t+q0VLVXcAu//sOEXkemD/MUy4EblfVKLBVRDYDpwKPFb2xWZQ0wInIA8CcLA9dr6r35HmY01V1p4jMBu4XkRdUNeuwph/8bgaoq6vT5cuXj6XZI9vZmL3nsbPR+3feMtasWcOA8+d6Tj7H84+Z9TnZFsbmel5ex8vSlpGOl6vt2a7DOI+Xs335tnmk54z1GmQ7T8ZjbaHFTNvwMJ3qcqB7YG8tHHD44oVv5OTD5hb+/IU4Xl/v6s2jP0eOa7923TpOHvz+yPV7jCSf102u5w1p8wgLzcfzPs7x2JoX24e+R4onMGguw825Og0i0gQsA54ATgeuFpGPAmvxenkH8ILf4xlP287wAbGoShrgVPXdBTjGTv/f3SJyN96ng3zu25liynNIyfv0uryoTZkIgq4wLSK82J4iEnAIq4MkvFI6nzrraC5aNh927i53M83kl8hnLoOI1AN3Ap9W1UMi8j3gq3gjal8F/gW4Ash2jynLXebSmFBDlCJSBzh+V7kOOAf4SpmbVV7VcK9iEqZrCrgOU0PQE/duTZy3bC4tp5/B/q4Yx82fUubWTRCT8HVRiUQkiBfcfqKqdwGo6usZj/8A+JX/43ZgQcbTDwd2lqipQ1TMLEoReZ+IbAfeCrSKyGp/+zwRuc/f7TDgURF5GvgT0KqqvylPi4ugGoJVqeQ7FbtMU7YdEaZGhOPlZY6Xl5nXWOM/ol6iZVM5yj2tv4znFm/W3w+B51X1XzO2z83Y7X14s+AB7gUuEZGwiBwBLML7W10WFdODU9W7gbuzbN8JXOB//zJwYombZkzBOQKvdfXPLvnpn7axTI7gzCk7cRe+vYwtM0U18T7Eng5cBmwUkQ3+ts8Dl4rISXjDj23A3wGo6nMicgfwZ7wZmFeVawYlVFCAq3g2HDJ5VMD/5ernXuPBV1Ms8X9u74lz88NbaXxjN8e8yXpwE1qxXl9leN2q6qNkv692X5Zt6efcANxQtEaNggW4iWLiffIbmxFnrU2O6/Afv9tMPMWAPx2xZIpHXtrL5W6B7xxMkms2qdn/UVFUzD04M0i5x/3HoxDtnqi/e55ea8+eSPlAV4xQjtyUOU3yazVEtf2+ZsysB1cK1fyGrObffRhzGiPsyhLkSp5gebgeczH+7wqdsSbf49nrsCpZD67cqvGNV8m90xK167NnLyY46N1XE3QtwXI5VOpr0YybBbjxmMhvjEpoeyW0oUwuPGk+H17iMq0uhABTa0N8/eITcidYtg8FlaWS/z9MHxuiNMVjfwBych3hlDkBPnLiUnpjSeoiLke+0bKXDKuSX08VMDPXDGU9uEKpxE90o21PpbV/EnMyZk8mUkokYJ81jSk0e1cVS65gYUHE0F8WShWSqkQG35ArNnsdZr8GVVa2abKzHpzJn/1RLCjBC3ACBAu99m2imOyvqUoc2aki1oObyIrRS7Q3Y+HluKYiQkoVBQJOkbKXVMv/Z6Hvgdk9tUmhSj82lslY/thUyx+oKuQ6Qq9fTSBQrT24Yir0e2ek4421tzbcUOlY22IAC3CjV6zFr/aCHb8Jdg1DflBzpIg9uLEY7jpOsGucU6l/j8ly3SYYC3Bm4phkfyREYOGMWurCAfKukDPJrsEA1ZbibSK1dYKye3BjYS9Mk80YXhfTakM0RIJlO7+pYPb/OW7Wgyu0Sn9RVnr7qowIBN0KGp6sVJX0uq2ktphhWQ/OjKza3tCFXB9VbdfOFJe9nkbFenBmfOwNN+ZrUN+xucANKaPhJkqV+zVS7vObsrEAZya+Sv7jaowpGwtwxlSaal82Us2/+2jZtRqWBThTveyPgzHDEpHzRGSTiGwWkeZyt2e0LMCNpNo/TZuB7LWQPxs6ntBExAVuAs4HlgKXisjS8rZqdCzAGWOMyeZUYLOqvqyqMeB24MIyt2lULMAZY4zJZj7wasbP2/1tE0bVrIPr7u5WEekpYxMCQKKM568Udh362bXoZ9eiXymvRY2IrM34+WZVvdn/PlsGAi1BmwqmagKcqpa1tyoia1X15HK2oRLYdehn16KfXYt+FXQttgMLMn4+HNhZpraMiQ1RGmOMyeZJYJGIHCEiIeAS4N4yt2lUqqYHZ4wxJn+qmhCRq4HVgAvcqqrPlblZo2IBrnRuHnmXqmDXoZ9di352LfpVzLVQ1fuA+8rdjrES1Ql1z9AYY4zJi92DM8YYMylZgCsxEfmciKiIzCx3W8pFRG4UkRdE5BkRuVtEppa7TaU20VMgFYKILBCRh0TkeRF5TkQ+Ve42lZuIuCKyXkR+Ve62TAYW4EpIRBYAZwOvlLstZXY/cLyqvhF4EbiuzO0pqcmQAqlAEsA1qnoscBpwVZVeh0yfAp4vdyMmCwtwpfVt4P8ywRZLFpqq/lZV0wtZH8dbX1NNJnwKpEJQ1V2q+pT/fQfeH/YJlSmjkETkcGAFcEu52zJZWIArERF5L7BDVZ8ud1sqzBXAr8vdiBKb8CmQCk1EmoBlwBPlbUlZ/RveB+BUuRsyWdgygQISkQeAOVkeuh74PHBOaVtUPsNdC1W9x9/nerxhqp+Usm0VYMKnQCokEakH7gQ+raqHyt2echCR9wC7VXWdiCwvd3smCwtwBaSq7862XUROAI4AnhYR8IbknhKRU1X1tRI2sWRyXYs0EbkceA9wllbfWpUJnwKpUEQkiBfcfqKqd5W7PWV0OvBeEbkAiABTROR/VPUjZW7XhGbr4MpARNqAk1V1b7nbUg4ich7wr8A7VXVPudtTaiISwJtccxawAy8l0ocnWpaI8RLv095twH5V/XS521Mp/B7c51T1PeVuy0Rn9+BMOXwXaADuF5ENIvJf5W5QKfkTbNIpkJ4H7qi24OY7HbgMeJf/Otjg92CMKQjrwRljjJmUrAdnjDFmUrIAZ4wxZlKyAGeMMWZSsgBnjDFmUrIAZ4wxZlKyAGeqnogc7ld4aMpz/78Skc1FbI+KSLeIFCSFmYj8VkR6RCQx8t7GTB4W4IypTOeo6vmFOJCqnoNXucCYqmIBzhhjzKRkAc5UHRGZIyL3iki7iLwInJdln78VkWf9fdaLSM5E2SJyiYg8LSKHRGSXiHxfROr8xz4hIk8P2v8oEUmIyMJRtLlNRL4kIo+KSKeIrBWRUzIef7ffzkMistdPdm1MVbMAZ6rRT4Ak8AbgHcBfZT4oIlcC/wj8JTANrxrEXSJydI7jtQMfBqYCb/e/vpBxrqMygxHwMeABVd02ynZ/HK8g5nTgl8B9IjLFf+xHwHeARrzSOzeM8tjGTDoW4ExVEZH5wLvwktm2+9Ucvjxot08CX1HVp1U1par3AQ8Bl2Q7pqr+WlWf8/fdDPwnXiJl/PIvt+MFtXQ178uBH4yh+T9U1XV+kdRvAD14FRkAYsBRwGGqGlXVh8ZwfGMmFQtwptqkq4dn9p62DtrnCOAmETmY/gLOJEdRUhE5W0QeEZE9InIIL/jMytjl+8ClIlILXIBXpureMbS9Lf2NX2LolYzf50JgEbBRRP4sIpad31Q9C3Cm2uzw/828/3XEoH22AVeo6tSMr3pV/cTgg4lICFiF10t7g6pOwRve7CtqqqpPAluAD+L15P5bVeNjaHtTxnkFb4h1u3+Op1X1Q8Bs4O+Ar4vIu8ZwDmMmDQtwpqqo6nZgDfBNEZkiIocBXxy027eBFhE5STw1InKGiByT5ZAhvAKVB1S1R0SW4pXCGexm4Bq8HtwtY2z+FSLyJr9I6LVALdAqIiERuVxEZvo9uwNACq9aujFVywKcqUYfBsLAq8AjeBM0+qjqD4BvAv8PL1i8ghcEg4MPpKqdwCfwAmYncBPw0yzn/AleT/EPqvrSGNt9M95EkgPAh4AVqtruP/Yh4AW/DfcC/6SqD4/xPMZMClYPzpgS8IcUXwauV9VsATBz314gCjySrursV4H/gqr+zxjO/Wu84qKOqtaP9vnGTFSBcjfAmCrxl3jDmb8caUdVjRTyxIXKiGLMRGMBzpgiE5E9ePfDPuZP8TfGlIANURpjjJmUbJKJMcaYSckCnDHGmEnJApwxxphJyQKcMcaYSckCnDHGmEnJApwxxphJ6f8DY2rrfMBKk4MAAAAASUVORK5CYII=\n",
+ "text/plain": [
+ "<Figure size 432x288 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "refl = tb.reflectivity(newds, delaykey='delay', units='ps')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "156d25c6",
+ "metadata": {},
+ "source": [
+ "The shift in time corresponds to the BAM values, whose average in this run is `newds['BAM1932S'].mean().values = -121.54 fs`."
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "xfel (Python 3.7)",
+ "language": "python",
+ "name": "xfel"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.7.3"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/doc/bunch_pattern_decoding.rst b/doc/bunch_pattern_decoding.rst
index 38dc708191c9cf4c32aa60ad6b21f7b0e4dfa697..5538df610ab2863b08af96d57c2a08420b5dadd5 100644
--- a/doc/bunch_pattern_decoding.rst
+++ b/doc/bunch_pattern_decoding.rst
@@ -4,18 +4,17 @@ The data stored in the bunch pattern table (mnemonic *bunchPatternTable*) can be
.. code:: ipython3
import toolbox_scs as tb
- import toolbox_scs.misc as tbm
- proposalNB = 2511
- runNB = 176
+ proposalNB = 2953
+ runNB = 507
- run, data = tb.load(proposalNB, runNB, "bunchPatternTable")
- ppl_mask = tbm.is_ppl(data.bunchPatternTable)
+ run, ds = tb.load(proposalNB, runNB, "bunchPatternTable")
+ ppl_mask = tb.is_ppl(ds["bunchPatternTable"])
ppl_mask is a boolean DataArray of dimensions trainId x 2700, where True values indicate where a laser pulse from the PP laser was triggered.
.. note::
- The position of the PP laser pulses with respect to that of the SASE 3 pulses is arbitrary. The PP laser pattern always starts at pulse Id 0, while that of SASE 3 can vary, depending on the machine parameters.
+ The position of the PP laser pulses with respect to that of the SASE 3 pulses is arbitrary. The PP laser pattern always starts at pulse Id 0, while that of SASE 3 can vary, depending on the machine parameters. One can use the ToolBox function `align_ol_to_fel_pId()` to shift the PP laser pulse Ids to match those of SASE 3.
From this mask, one can obtain the number of pulses per train by summing along the 'pulse_slot' dimension:
@@ -23,3 +22,14 @@ From this mask, one can obtain the number of pulses per train by summing along t
ppl_npulses = ppl_mask.sum(dim='pulse_slot')
+There is also the function `get_sase_pId()` that can be used to directly extract the pulse Ids of a particular location:
+
+.. code:: ipython3
+
+ ppl_pId = tb.get_sase_pId(run, loc='scs_ppl')
+
+This provides a list of the pulse Ids used during a run but does not track changes of number of pulses. For this, the mnemonic `npulses_laser` can be loaded to get the number of pulses in each trainId and the mnemonic `laser` can be loaded to get the pulse Ids of the scs_ppl in each trainId:
+
+.. code:: ipython3
+
+ run, ds = tb.load(proposalNB, runNB, ['laser', 'npulses_laser'])
diff --git a/doc/changelog.rst b/doc/changelog.rst
index c47bd4d4e97b02b4a9b350cd0e27eaaff774e7f1..58ce40d6a8fc68c628afe326e34655ca9d14afc4 100644
--- a/doc/changelog.rst
+++ b/doc/changelog.rst
@@ -7,13 +7,49 @@ unreleased
- **Bug fixes**
- fix :issue:`61` regarding sign of XAS in some cases :mr:`207`
+ - Use xarray.values instead of .to_numpy() for backward-compatibility :mr:`214`
+ - fix :issue:`23` regarding API documentation generation :mr:`221`
+ - fix :issue:`64` regarding loading a subset of trains :mr:`226`, :mr:`230`
+ - fix :issue:`67` regarding bunch pattern :mr:`245`
+ - fix :issue:`44` regarding notebook for DSSC geometry quadrants alignment :mr:`247`
+ - fix :issue:`52` use extra-geom detector helper function for azimuthal integration :mr:`248`
+ - fix :issue:`18` regarding using reserved partition with sbatch :mr:`250`
+ - fix :issue:`68` now using findxfel command :mr:`256`
+ - fix :issue:`69` to speed up BOZ Small data and deal with missing intra-darks :mr:`256`
+ - fix :issue:`71` regarding rounding error in BOZ analysis related to timing :mr:`256`
+ - fix :issue:`40` update documentation regarding toolbox deployment folder in scratch :mr:`268`
+
- **Improvements**
- remove calls to matplotlib tight_layout :mr:`206`
+ - Improved hRIXS class and utilities :mr:`182`
+ - Documentation on extracting digitizer peaks, clean up of digitizer functions :mr:`215`
+ - Improved peak-finding algorithm for digitizer traces :mr:`216`, :mr:`227`
+ - Only load bunch pattern table when necessary :mr:`234`, :mr:`245`
+ - Document the HRIXS class :mr:`238`
+ - notebook example of DSSC azimuthal integration for time delay scans :mr:`249`
+ - provide drop-intra-darks option in BOZ analysis :mr:`256`
+ - improve automatic ROIs finding for BOZ analysis :mr:`256`
+ - prevent flat field correction from turning negative in BOZ analysis :mr:`259`
+ - update documentation to the new exfel-python environment :mr:`266`
+
- **New Features**
+ - Read signal description from Fast ADC and ADQ412 digitizers :mr:`209`, :mr:`212`
+ - Mnemonics for XRD devices :mr:`208`
+ - Add function to align OL to FEL pulse Id :mr:`218`
+ - Add reflectivity routine :mr:`218`
+ - Possibility to extract run values of mnemonics :mr:`220`, :mr:`232`
+
+ - Add get_undulator_config function :mr:`225`
+ - Document the HRIXS class :mr:`238`
+ - Include double counts for hRIXS SPC algorithms :rm:`239`
+ - Add Viking spectrometer analysis class :mr:`240`
+ - Add GPU accelaration for BOZ correction determination :mr:`254`
+ - Issues warning when loading data with > 5% missing trains :mr:`263`
+
1.6.0
-----
diff --git a/doc/conf.py b/doc/conf.py
index 7b4398f45cf66191407827a114609051f8148651..25cc294f534dada4dba33b29cde63529525d623f 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -45,7 +45,7 @@ extensions = [
'sphinx.ext.napoleon',
'sphinx.ext.extlinks',
# Comment out autoapi to be able to run nbsphinx
- # 'autoapi.extension',
+ 'autoapi.extension',
'sphinx_rtd_theme',
'nbsphinx'
]
diff --git a/doc/howtos.rst b/doc/howtos.rst
index c72f34ed989a3c43a52eb2e4d3931428b93dba2f..5330f49d1f4800ae6cd715478fd77c141d2b1309 100644
--- a/doc/howtos.rst
+++ b/doc/howtos.rst
@@ -14,6 +14,19 @@ Reading the bunch pattern
* :doc:`bunch pattern decoding <bunch_pattern_decoding>`.
+Extracting peaks from digitizers
+--------------------------------
+* :doc:`How to extract peaks from digitizer traces <How to extract peaks from digitizer traces>`.
+
+
+Finding time overlap by transient reflectivity
+-----------------------------------------------------------------
+
+Transient reflectivity of the optical laser measured on a large bandgap material pumped by the FEL is often used at SCS to find the time overlap between the two beams. The example notebook
+
+* :doc:`Transient reflectivity measurement <Transient reflectivity measurement>`
+
+shows how to analyze such data, including correcting the delay by the bunch arrival monitor (BAM).
DSSC
----
@@ -77,7 +90,22 @@ DSSC azimuthal integration
Azimuthal integration can be performed with pyFAI_ which can utilize the
hexagonal pixel shape information from the DSSC geometry to split
the intensity in a pixel in the bins covered by it. An example notebook
-:doc:`Azimuthal integration of DSSC with pyFAI <Azimuthal integration of DSSC with pyFAI>` is available.
+:doc:`Azimuthal integration of DSSC with pyFAI.ipynb <Azimuthal integration of DSSC with pyFAI>` is available.
+
+A second example notebook
+:doc:`DSSC scattering time-delay.ipynb <DSSC scattering time-delay>`
+demonstrates how to:
+
+- refine the geometry such that the scattering pattern is centered before
+ azimuthal integration
+
+- perform azimuthal integration on a time delay
+ dataset with ``xr.apply_ufunc`` for multiprocessing.
+
+- plot a two-dimensional map of the scattering change as function of
+ scattering vector and time delay
+
+- integrate certain scattering vector range and plot a time trace
DSSC fine timing
################
@@ -87,6 +115,11 @@ use a different operation frequency the DSSC fine trigger delay needs to be
checked. To analysis runs recorded with different fine delay, one can use
the notebook :doc:`DSSC fine delay with SCS toolbox.ipynb <DSSC fine delay with SCS toolbox>`.
+DSSC quadrant geometry
+######################
+
+To check or refined the DSSC geometry or quadrants position, the following
+notebook can be used :doc:`DSSC create geometry.ipynb <DSSC create geometry>`.
Legacy DSSC binning procedure
#############################
@@ -151,11 +184,46 @@ That small data h5 file can then be loaded and the data binned to compute a
spectrum or a time resolved XAS scan using the fourth and final notebook
:doc:`BOZ analysis part II.2 Binning <BOZ analysis part II.2 Binning>`
+
Point detectors
---------------
Detectors that produce one point per pulse, or 0D detectors, are all handled in a similar way. Such detectors are, for instance, the X-ray Gas Monitor (XGM), the Transmitted Intensity Monitor (TIM), the electron Bunch Arrival Monitor (BAM) or the photo diodes monitoring the PP laser.
-* :doc:`extract data from point detectors <point_detectors/point_detectors>`.
+HRIXS
+-----
+
+* :doc:`Analyzing HRIXS data <HRIXS>`
+
+Viking spectrometer
+-------------------
+
+* :doc:`Analysis of Viking spectrometer data <Analysis_of_Viking_spectrometer_data>`
+
+SLURM, sbatch, partition, reservation
+-------------------------------------
+
+Scripts launched by ``sbatch`` command can employ magic cookie with
+``#SBATCH`` to pass options SLURM, such as which partition to run on.
+To work, the magic cookie has to be at the beginning of the line.
+This means that:
+
+* to comment out a magic cookie, adding another "#" before it is sufficient
+* to comment a line to detail what the option does, it is best practice
+ to put the comment on the line before
+
+Reserved partition are of the form "upex_003333" where 3333 is the proposal
+number. To check what reserved partition are existing, their start and end
+date, one can ``ssh`` to ``max-display`` and use the command ``sview``.
+
+.. image:: sview.png
+
+To use a reserved partition with ``sbatch``, one can use the magic cookie
+
+``#SBATCH --reservation=upex_003333``
+
+instead of the usual
+
+``#SBATCH --partition=upex``
.. _pyFAI: https://pyfai.readthedocs.io
diff --git a/doc/index.rst b/doc/index.rst
index 27730a81c66fd41d243f532636686efd6dbff670..3a4249e8256b43ec85947684f2a3e98919c9ddc0 100644
--- a/doc/index.rst
+++ b/doc/index.rst
@@ -12,7 +12,7 @@ terminal on Maxwell:
.. code:: bash
- module load exfel exfel_anaconda3
+ module load exfel exfel-python
scs-activate-toolbox-kernel --proposal 2780
where in this example 2780 is the proposal number. After this and refreshing the
@@ -42,14 +42,14 @@ extra_data and the euxfel_bunch_pattern package, which are no official third
party python modules. Within environments where the latter are not present, they
need to be installed by hand.
-In most cases, you will want to install it in the *exfel_anaconda3* environment
+In most cases, you will want to install it in the *exfel_python* environment
which is the one corresponding to the *xfel* kernel on max-jhub.
To do so, first activate that environment:
.. code:: bash
- module load exfel exfel_anaconda3
+ module load exfel exfel-python
Then, check that the scs_toolbox is not already installed:
@@ -115,12 +115,10 @@ kernel or the ``xfel`` kernel if the toolbox was manually installed. For quick
startup, example notebooks (.ipynb files) can be directly downloaded from the
:ref:`How to's` section by clicking on the ``View page source``.
-Documentation contents
-----------------------
-
.. toctree::
:caption: Contents:
:maxdepth: 2
+ :hidden:
howtos.rst
maintainers.rst
@@ -136,9 +134,3 @@ For reasons of readability, contributions preferrably comply with the PEP8_ code
The associated code checker, called 'flake8', can be installed via PyPi.
-Indices and tables
-==================
-
-* :ref:`genindex`
-* :ref:`modindex`
-* :ref:`search`
diff --git a/doc/known_hosts b/doc/known_hosts
new file mode 100644
index 0000000000000000000000000000000000000000..8369beb4b348011c8209251116ba40faa5a8bbaf
--- /dev/null
+++ b/doc/known_hosts
@@ -0,0 +1 @@
+exflqr30526,131.169.220.113 ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQCcPp1A0EeC72+tSXKqfVfIlxAKq3Bp7CA2LfSbYD9hw4SKp6UhGcM8R5eQ5wnoMCoJ4IwqMqA0Mi24K9kgQxpAao6GOh3Yx+YznLtKGZRx3EYUM+9s+fDEzmZvymZF5aBqfwx6j1aUiSKciVbo/DNjU0PxuTjliicZqqOaaPVZPMHJA9GZuvwvfxcaFp8fDWAMSRKr01rihcJZljXLe8ZLBZTYt8i+W561WrgZiGztLxaBMT9o+MbEkHsUor5xBidW6NOH1TkQw3wiVp0vl6/ca9VskMIr3OuWCdce6YqR3GC3wBJMMgUeFxyKr3t0k1b4Voxbcy1dh0ObaFPniBAv
diff --git a/doc/load.rst b/doc/load.rst
index 6e2df267b427567d54fd67de3acb2275c8addd26..8817c5ffaacb622c979b7c205cf6e27f8d8725d7 100644
--- a/doc/load.rst
+++ b/doc/load.rst
@@ -17,7 +17,7 @@ Loading data in memory is performed as follows:
run, data = tb.load(proposalNr, runNr, fields)
-run is an extra_data dataCollection and data is an xarray Dataset containing all variables listed in fields. For convinience, data also contains the variable bunchPatternTable, which is used by other functions of the ToolBox. All variables are aligned by train Id.
+run is an extra_data dataCollection and data is an xarray Dataset containing all variables listed in fields. All variables are aligned by train Id.
**Option 2**:
@@ -26,11 +26,10 @@ run is an extra_data dataCollection and data is an xarray Dataset containing all
import toolbox_scs as tb
# get entry for single data source defined in mnemonics
- mnemonic = tb.mnemonics["scannerX"]
proposalNr = 2565
runNr = 19
- run, _ = tb.load(proposalNr, runNr)
- data = run.get_array(*mnemonic.values())
+ run = tb.open_run(proposalNr, runNr)
+ data = tb.get_array(run, "scannerX")
run is an extra_data dataCollection and data an xarray dataArray for a single data source.
diff --git a/doc/maintainers.rst b/doc/maintainers.rst
index eee2adc9921f8f63e34e7d712ae6f1699b4317db..8d237bdbc4dfaa350e999e1be2f0532dcd4c3aa3 100644
--- a/doc/maintainers.rst
+++ b/doc/maintainers.rst
@@ -11,17 +11,17 @@ in Maxwell:
.. code:: shell
- module load exfel exfel_anaconda3
+ module load exfel exfel-python
scs-create-toolbox-env --proposal <PROPOSAL>
where ``<PROPOSAL>`` is the desired proposal number. This will create a Python
environment and will download and install the Toolbox source code. It will
result to the creation of the following folders in the path
-``<PROPOSAL_PATH>/usr/Software``.
+``<PROPOSAL_PATH>/scratch``.
.. code-block::
- <PROPOSAL_PATH>/usr/Software/
+ <PROPOSAL_PATH>/scratch/
├─ checkouts/
│ ├─ toolbox_<PROPOSAL>/
│ │ ├─ <source code>
@@ -41,7 +41,7 @@ environment identifier, which is the proposal number by default.
.. note::
- One can find the proposal path by running ``find-proposal <PROPOSAL>``.
+ One can find the proposal path by running ``findxfel <PROPOSAL>``.
It is a good practice to tag the Toolbox version at a given milestone.
@@ -72,7 +72,7 @@ run the following commands:
.. code:: shell
- cd <PROPOSAL_PATH>/usr/Software/
+ cd <PROPOSAL_PATH>/scratch/
source envs/toolbox_<IDENTIFIER>/bin/activate
pip install ...
@@ -84,7 +84,7 @@ Updating the source codes
Should there be desired changes in the Toolbox codes, may it be bug fixes or
additional features during beamtime, one can freely modify the source codes in
-the following path: ``<PROPOSAL_PATH>/usr/Software/checkouts/toolbox_<IDENTIFIER>``.
+the following path: ``<PROPOSAL_PATH>/scratch/checkouts/toolbox_<IDENTIFIER>``.
The contents of this folder should be a normal git repository. Any changes can
be easily done (e.g., editing a line of code, checking out a different
branch, etc.) and such changes are immediately reflected on the environment.
diff --git a/doc/point_detectors/point_detectors.rst b/doc/point_detectors/point_detectors.rst
deleted file mode 100644
index bdf68551202da8f4ecd0c7ed8db8a6aeee492556..0000000000000000000000000000000000000000
--- a/doc/point_detectors/point_detectors.rst
+++ /dev/null
@@ -1 +0,0 @@
-blablabla
\ No newline at end of file
diff --git a/doc/requirements.txt b/doc/requirements.txt
index c2718b3795599f3ef95653ea6dc7f6a2241153da..b645346709067e55c8d39f3e18d6571d7da93572 100644
--- a/doc/requirements.txt
+++ b/doc/requirements.txt
@@ -2,4 +2,5 @@ sphinx
sphinx_rtd_theme
autoapi
sphinx-autoapi
-nbsphinx
\ No newline at end of file
+nbsphinx
+urllib3<2.0.0
diff --git a/doc/scripts/bin_dssc_module_job.sh b/doc/scripts/bin_dssc_module_job.sh
index 09f5b95377e4c28cd6925109cb84d4875a93746d..e99e792b0b154564794332c39543e7d36c7dc6fe 100644
--- a/doc/scripts/bin_dssc_module_job.sh
+++ b/doc/scripts/bin_dssc_module_job.sh
@@ -24,11 +24,10 @@ done
# Load xfel environment
source /etc/profile.d/modules.sh
-module load exfel
-module load exfel_anaconda3
+module load exfel exfel-python
echo processing run $RUN
-PDIR=$(find-proposal $PROPOSAL)
+PDIR=$(findxfel $PROPOSAL)
PPROPOSAL="p$(printf '%06d' $PROPOSAL)"
RDIR="$PDIR/usr/processed_runs/r$(printf '%04d' $RUN)"
mkdir $RDIR
diff --git a/doc/scripts/boz_parameters_job.sh b/doc/scripts/boz_parameters_job.sh
index 4107d3b37b3c3d13dba36dd2a5011d344e096273..dd2cfeff3e5308812b26841b251dff667712be97 100644
--- a/doc/scripts/boz_parameters_job.sh
+++ b/doc/scripts/boz_parameters_job.sh
@@ -1,7 +1,8 @@
#!/bin/bash
#SBATCH -N 1
-#SBATCH --partition=exfel
-#SBATCH --time=12:00:00
+#SBATCH --partition=allgpu
+#SBATCH --constraint=V100
+#SBATCH --time=2:00:00
#SBATCH --mail-type=END,FAIL
#SBATCH --output=logs/%j-%x.out
@@ -29,11 +30,10 @@ done
# Load xfel environment
source /etc/profile.d/modules.sh
-module load exfel
-module load exfel_anaconda3
+module load exfel exfel-python
echo processing run $RUN
-PDIR=$(find-proposal $PROPOSAL)
+PDIR=$(findxfel $PROPOSAL)
PPROPOSAL="p$(printf '%06d' $PROPOSAL)"
RDIR="$PDIR/usr/processed_runs/r$(printf '%04d' $RUN)"
mkdir $RDIR
diff --git a/doc/scripts/format_data.sh b/doc/scripts/format_data.sh
index efc21f4720a9493f19126bb9aaf27cb9d70484dc..d2e1f747b6aa3c12182860d80ea5f5e45c52c17b 100755
--- a/doc/scripts/format_data.sh
+++ b/doc/scripts/format_data.sh
@@ -7,8 +7,9 @@ RUN_DIR="../processed_runs/r_${RUN_NR}/"
if [ -d $RUN_DIR ]
then
echo creating formatted .h5 file for run $RUN_NR in $RUN_DIR
-# module load exfel
-# module load exfel_anaconda3
+ source /etc/profile.d/modules.sh
+ module load exfel exfel-python
+
python format_data.py --run-number $RUN_NR --run-folder $RUN_DIR
#chgrp -R 60002711-part $RUN_DIR
chmod -R 777 $RUN_DIR
diff --git a/doc/scripts/start_job_single.sh b/doc/scripts/start_job_single.sh
index d23a9cef81dfa1cdb7ee6cfa5403a3604acbf699..bd9b8e3965f82592e3f7c97c34d876d972090430 100755
--- a/doc/scripts/start_job_single.sh
+++ b/doc/scripts/start_job_single.sh
@@ -10,8 +10,7 @@ MODULES=$2
RUNTYPE=$3
source /etc/profile.d/modules.sh
-module load exfel
-module load exfel_anaconda3
+module load exfel exfel-python
echo processing modules $MODULES of run $RUN
python process_data_201007_23h.py --run-number $RUN --module ${MODULES} --runtype $RUNTYPE
diff --git a/doc/scripts/start_processing_all.sh b/doc/scripts/start_processing_all.sh
index a6f694b7ed8cd84628c8af6e878ea3231c5bb932..a7ebe62cd30cdaff81766933d19c2edb14cb83c6 100755
--- a/doc/scripts/start_processing_all.sh
+++ b/doc/scripts/start_processing_all.sh
@@ -7,8 +7,7 @@ if [ $RUN ] && [ $RUNTYPE ]
then
echo processing run $RUN
source /etc/profile.d/modules.sh
- module load exfel
- module load exfel_anaconda3
+ module load exfel exfel-python
sbatch ./start_job_single.sh $RUN '0 1 2 3' $RUNTYPE
sbatch ./start_job_single.sh $RUN '4 5 6 7' $RUNTYPE
diff --git a/doc/sview.png b/doc/sview.png
new file mode 100644
index 0000000000000000000000000000000000000000..2a862cf98ca2d848cdcc2f7da91c9bec23addcfc
Binary files /dev/null and b/doc/sview.png differ
diff --git a/src/toolbox_scs/constants.py b/src/toolbox_scs/constants.py
index 5cafb90bc0424ee9999a52de6a2d51cebfb3f8b5..87bc7c08247763ffd01e3a0da43291b5322432fd 100644
--- a/src/toolbox_scs/constants.py
+++ b/src/toolbox_scs/constants.py
@@ -14,6 +14,9 @@ mnemonics = {
"sase1": ({'source': 'SCS_RR_UTC/MDL/BUNCH_DECODER',
'key': 'sase1.pulseIds.value',
'dim': ['bunchId']},),
+ "laser": ({'source': 'SCS_RR_UTC/MDL/BUNCH_DECODER',
+ 'key': 'laser.pulseIds.value',
+ 'dim': ['bunchId']},),
"maindump": ({'source': 'SCS_RR_UTC/MDL/BUNCH_DECODER',
'key': 'maindump.pulseIds.value',
'dim': ['bunchId']},),
@@ -33,6 +36,9 @@ mnemonics = {
"npulses_sase1": ({'source': 'SCS_RR_UTC/MDL/BUNCH_DECODER',
'key': 'sase1.nPulses.value',
'dim': None},),
+ "npulses_laser": ({'source': 'SCS_RR_UTC/MDL/BUNCH_DECODER',
+ 'key': 'laser.nPulses.value',
+ 'dim': None},),
"bunchPatternTable_SA3": (
{'source': 'SA3_BR_UTC/TSYS/TIMESERVER:outputBunchPattern',
'key': 'data.bunchPatternTable',
@@ -65,33 +71,15 @@ mnemonics = {
"nrj_target": ({'source': 'SA3_XTD10_MONO/MDL/PHOTON_ENERGY',
'key': 'targetEnergy.value',
'dim': None},),
+ "mono_order": ({'source': 'SA3_XTD10_MONO/MDL/PHOTON_ENERGY',
+ 'key': 'M.value',
+ 'dim': None},),
"M2BEND": ({'source': 'SA3_XTD10_MIRR-2/MOTOR/BENDER',
'key': 'actualPosition.value',
'dim': None},),
- "hRIXS_det": ({'source': 'SCS_HRIXS_DET/CAM/CAMERA:daqOutput',
- 'key': 'data.image.pixels',
- 'dim': ['x', 'y']},),
- "hRIXS_delay": ({'source': 'SCS_HRIXS_DET/MDL/CAMERA_SHUTTER',
- 'key': 'delay.value',
- 'dim': None},),
- "hRIXS_index": ({'source': 'SCS_HRIXS_DET/MDL/CAMERA_SHUTTER',
- 'key': 'currentIndex.value',
- 'dim': None},),
- "hRIXS_norm": ({'source': 'SCS_HRIXS_DET/MDL/CAMERA_SHUTTER',
- 'key': 'xgmSum.value',
- 'dim': None},),
"tpi": ({'source': 'SCS_XTD10_TPI/DCTRL/SHUTTER',
'key': 'operationModePLC.value',
'dim': None},),
- "chem_X": ({'source': 'SCS_CHEM_JET/MOTOR/MANA_X',
- 'key': 'actualPosition.value',
- 'dim': None},),
- "chem_Y": ({'source': 'SCS_CHEM_JET/MOTOR/MANA_Y',
- 'key': 'actualPosition.value',
- 'dim': None},),
- "chem_Z": ({'source': 'SCS_CHEM_JET/MOTOR/MANA_Z',
- 'key': 'actualPosition.value',
- 'dim': None},),
"VSLIT": ({'source': 'SA3_XTD10_VSLIT/MDL/BLADE',
'key': 'actualGap.value',
'dim': None},),
@@ -113,6 +101,9 @@ mnemonics = {
{'source': 'SA3_XTD10_GATT/MDL/GATT_TRANSMISSION_MONITOR',
'key': 'Estimated_Tr.value',
'dim': None},),
+ "transmission_setpoint": ({'source': 'SA3_XTD10_VAC/MDL/GATT_PHYSICS_UNIT',
+ 'key': 'TransmissionFactor.value',
+ 'dim': None},),
"transmission_col2": (
{'source': 'SA3_XTD10_VAC/MDL/GATT_TRANSMISSION_MONITOR',
'key': 'second_color_Estimated_Tr.value',
@@ -135,6 +126,9 @@ mnemonics = {
"UND3": ({'source': 'SA3_XTD10_UND/DOOCS/PHOTON_ENERGY_COLOR3',
'key': 'actualPosition.value',
'dim': None},),
+ "MAG_CHICANE_DELAY": ({'source': 'SA3_XTD4_CHICANE/DOOCS/SXR2CPP',
+ 'key': 'XFEL_MAGNETS_CHICANE_SXR2CPP.dtFs.value',
+ 'dim': None},),
# PES
"PES_N_raw": ({'source': 'SA3_XTD10_PES/ADC/1:network',
@@ -269,6 +263,9 @@ mnemonics = {
"SCS_photonFlux_sigma": ({'source': 'SCS_BLU_XGM/XGM/DOOCS',
'key': 'pulseEnergy.photonFluxSigma.value',
'dim': None},),
+ "SCS_HAMP_HV": ({'source': 'SCS_BLU_XGM/XGM/DOOCS',
+ 'key': 'hv.hamph.value',
+ 'dim': None},),
# ADC
"SCS_XGM": ({'source': 'SCS_BLU_XGM/XGM/DOOCS:output',
'key': 'data.intensityTD',
@@ -350,7 +347,10 @@ mnemonics = {
'dim': None},),
"AFS_DelayLine": ({'source': 'SCS_ILH_LAS/MOTOR/LT3',
'key': 'actualPosition.value',
- 'dim': None},),
+ 'dim': None},
+ {'source': 'SCS_ILH_LAS/MOTOR/LT3',
+ 'key': 'AActualPosition.value',
+ 'dim': None},),
"AFS_HalfWP": ({'source': 'SCS_ILH_LAS/MOTOR/ROT_OPA_BWP1',
'key': 'actualPosition.value',
'dim': None},),
@@ -380,7 +380,7 @@ mnemonics = {
'dim': None},),
"PP800_HWP_POWER": ({'source': 'SCS_ILH_LAS/MDL/WAVEPLATE_PP800',
'key': 'actualPosition.value',
- 'dim': None},),
+ 'dim': None},),
"PP800_FocusLens": ({'source': 'SCS_ILH_LAS/MOTOR/LT_SPARE1',
'key': 'actualPosition.value',
'dim': None},),
@@ -397,79 +397,100 @@ mnemonics = {
"ILH_10CAM1": ({'source': 'SCS_ILH_LAS/CAM/10CAM1:daqOutput',
'key': 'data.image.pixels',
'dim': ['10cam1_y', '10cam1_x']},),
+ "ILH_CAM_SPARE3": ({'source': 'SCS_ILH_LAS/CAM/CAM_SPARE3:daqOutput',
+ 'key': 'data.image.pixels',
+ 'dim': ['cam_spare3_y', 'cam_spare3_x']},),
+ "ILH_CAM_SPARE4": ({'source': 'SCS_ILH_LAS/CAM/CAM_SPARE4:daqOutput',
+ 'key': 'data.image.pixels',
+ 'dim': ['cam_spare4_y', 'cam_spare4_x']},),
+ "ILH_CAM_SPARE5": ({'source': 'SCS_ILH_LAS/CAM/CAM_SPARE5:daqOutput',
+ 'key': 'data.image.pixels',
+ 'dim': ['cam_spare5_y', 'cam_spare5_x']},),
"ILH_PIDelay": ({'source': 'SCS_ILH_LAS/MOTOR/PIDELAY',
'key': 'actualPosition.value',
'dim': None},),
+ "ZABER210_ODL": ({'source': 'SCS_ILH_LAS/MOTOR/ZABER210_ODL',
+ 'key': 'actualPosition.value',
+ 'dim': None},
+ {'source': 'SCS_ILH_LAS/MOTOR/EOS_DELAY',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "ZABER110_ODL": ({'source': 'SCS_ILH_LAS/MOTOR/ZABER110_ODL',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "virtual_sample": ({'source': 'SCS_LIN_SCR/CAM/VIRTUAL_SAMPLE:daqOutput',
+ 'key': 'data.image.pixels',
+ 'dim': ['vs_y', 'vs_x']},),
# SHG SETUP in ILH
-
- # 800 nm delay line
+
+ ## 800 nm delay line
"SHG_DELAY_800": ({'source': 'SCS_GPC_LAS/MOTOR/DELAY',
'key': 'actualPosition.value',
- 'dim': None},),
- # 266 nm attenuator
+ 'dim': None},),
+ ## 266 nm attenuator
"SHG_ATT_266": ({'source': 'SCS_GPC_MOV/MOTOR/THETA',
'key': 'actualPosition.value',
'dim': None},),
- # finesse delay stage to find temporal overlap between 800 nm and 400 nm beams
+ ## finesse delay stage to find temporal overlap between 800 nm and 400 nm beams
"SHG_THG_DELAY": ({'source': 'SCS_LASLAB_LASER/MOTOR/STAGE-4',
'key': 'actualPosition.value',
- 'dim': None},),
- # 266 nm half wave plate otation stage
+ 'dim': None},),
+ ## 266 nm half wave plate otation stage
"SHG_HWP_266": ({'source': 'SCS_LASLAB_LASER/MOTOR/STAGE-2',
'key': 'actualPosition.value',
- 'dim': None},),
- # 266 nm lens
+ 'dim': None},),
+ ## 266 nm lens
"SHG_LENS_266": ({'source': 'SCS_GPC_LAS/PMOTOR/PARABOLA_RY',
'key': 'actualPosition.value',
- 'dim': None},),
- # 800 nm attenuator
+ 'dim': None},),
+ ## 800 nm attenuator
"SHG_ATT_800": ({'source': 'SCS_GPC_MOV/MOTOR/THETAMAG',
'key': 'actualPosition.value',
'dim': None},),
- # 800 nm HWM
+ ## 800 nm HWM
"SHG_HWP_800": ({'source': 'SCS_LASLAB_LASER/MOTOR/STAGE-1',
'key': 'actualPosition.value',
- 'dim': None},),
- # 400 nm Glan polarizer
+ 'dim': None},),
+ ## 400 nm Glan polarizer
"SHG_GLAN_POL": ({'source': 'SCS_LASLAB_LASER/MOTOR/STAGE-3',
'key': 'actualPosition.value',
- 'dim': None},),
- # 800 nm lens
+ 'dim': None},),
+ ## 800 nm lens
"SHG_LENS_800": ({'source': 'SCS_GPC_LAS/PMOTOR/PARABOLA_RZ',
'key': 'actualPosition.value',
- 'dim': None},),
- # sample TX
+ 'dim': None},),
+ ## sample TX
"SHG_SAM_TX": ({'source': 'SCS_GPC_LAS/PMOTOR/STAGE_X',
'key': 'actualPosition.value',
- 'dim': None},),
- # sample TY
+ 'dim': None},),
+ ## sample TY
"SHG_SAM_TY": ({'source': 'SCS_GPC_LAS/PMOTOR/STAGE_Z',
'key': 'actualPosition.value',
- 'dim': None},),
- # sample RY
+ 'dim': None},),
+ ## sample RY
"SHG_SAM_RY": ({'source': 'SCS_GPC_MOV/MOTOR/X',
'key': 'actualPosition.value',
- 'dim': None},),
- # cameras
+ 'dim': None},),
+ ## cameras
"SHG_CAM1": ({'source': 'SCS_GPC_SHG/CAM/CAMERA1:daqOutput',
'key': 'data.image.pixels',
- 'dim': ['cam1_y', 'cam1_x']},),
+ 'dim': ['cam1_y', 'cam1_x']},),
"SHG_CAM2": ({'source': 'SCS_GPC_SHG/CAM/CAMERA2:daqOutput',
'key': 'data.image.pixels',
- 'dim': ['cam2_y', 'cam2_x']},),
+ 'dim': ['cam2_y', 'cam2_x']},),
"SHG_CAM3": ({'source': 'SCS_GPC_SHG/CAM/CAMERA3:daqOutput',
'key': 'data.image.pixels',
- 'dim': ['cam3_y', 'cam3_x']},),
+ 'dim': ['cam3_y', 'cam3_x']},),
"SHG_CAM4": ({'source': 'SCS_GPC_SHG/CAM/CAMERA4:daqOutput',
'key': 'data.image.pixels',
- 'dim': ['cam4_y', 'cam4_x']},),
+ 'dim': ['cam4_y', 'cam4_x']},),
"SHG_CAM5": ({'source': 'SCS_GPC_SHG/CAM/CAMERA5:daqOutput',
'key': 'data.image.pixels',
- 'dim': ['cam5_y', 'cam5_x']},),
+ 'dim': ['cam5_y', 'cam5_x']},),
"SHG_CAM6": ({'source': 'SCS_GPC_SHG/CAM/CAMERA6:daqOutput',
'key': 'data.image.pixels',
- 'dim': ['cam6_y', 'cam6_x']},),
+ 'dim': ['cam6_y', 'cam6_x']},),
"SHG_CAM7": ({'source': 'SCS_GPC_SHG/CAM/CAMERA7:daqOutput',
'key': 'data.image.pixels',
'dim': ['cam7_y', 'cam7_x']},),
@@ -522,12 +543,15 @@ mnemonics = {
"Horizontal_FDM": ({'source': 'SCS_CDIFFT_LDM/CAM/CAMERA2A:daqOutput',
'key': 'data.image.pixels',
'dim': ['hfdm_y', 'hfdm_x']},),
+ "LLC_webcam1": ({'source': 'SCS_CDILLC_VAC/CAM/WEBCAMERA1:daqOutput',
+ 'key': 'data.image.pixels',
+ 'dim': ['llc1_y', 'llc1_x']},),
"LLC_webcam2": ({'source': 'SCS_CDILLC_VAC/CAM/WEBCAMERA2:daqOutput',
'key': 'data.image.pixels',
'dim': ['llc2_y', 'llc2_x']},),
- "LLC_webcam1": ({'source': 'SCS_CDILLC_VAC/CAM/WEBCAMERA1:daqOutput',
+ "LLC_webcam3": ({'source': 'SCS_CDILLC_VAC/CAM/WEBCAMERA3:daqOutput',
'key': 'data.image.pixels',
- 'dim': ['llc1_y', 'llc1_x']},),
+ 'dim': ['llc3_y', 'llc3_x']},),
"virtual_image": ({'source': 'SCS_XRD_MOV/CAM/WALLSIDE:daqOutput',
'key': 'data.image.pixels',
@@ -571,6 +595,137 @@ mnemonics = {
'key': 'backTrg3.delay.value',
'dim': None},),
+ # CHEM
+ "chem_X": ({'source': 'SCS_CHEM_JET/MOTOR/MANA_X',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "chem_Y": ({'source': 'SCS_CHEM_JET/MOTOR/MANA_Y',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "chem_Z": ({'source': 'SCS_CHEM_JET/MOTOR/MANA_Z',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ # hRIXS
+ "hRIXS_det": ({'source': 'SCS_HRIXS_DET/CAM/CAMERA:daqOutput',
+ 'key': 'data.image.pixels',
+ 'dim': ['x', 'y']},),
+ "hRIXS_exposure": ({'source': 'SCS_HRIXS_DET/CAM/CAMERA',
+ 'key': 'ShutterTiming.exposureTime.value',
+ 'dim': None},),
+ "hRIXS_delay": ({'source': 'SCS_HRIXS_DET/MDL/CAMERA_SHUTTER',
+ 'key': 'delay.value',
+ 'dim': None},),
+ "hRIXS_index": ({'source': 'SCS_HRIXS_DET/MDL/CAMERA_SHUTTER',
+ 'key': 'currentIndex.value',
+ 'dim': None},),
+ "hRIXS_norm": ({'source': 'SCS_HRIXS_DET/MDL/CAMERA_SHUTTER',
+ 'key': 'xgmSum.value',
+ 'dim': None},),
+ "hRIXS_ABB": ({'source': 'SCS_HRIXS_MOV/MOTOR/ABB',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "hRIXS_ABL": ({'source': 'SCS_HRIXS_MOV/MOTOR/ABL',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "hRIXS_ABR": ({'source': 'SCS_HRIXS_MOV/MOTOR/ABR',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "hRIXS_ABT": ({'source': 'SCS_HRIXS_MOV/MOTOR/ABT',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "hRIXS_DRX": ({'source': 'SCS_HRIXS_MOV/MOTOR/DRX',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "hRIXS_DTY1":({'source': 'SCS_HRIXS_MOV/MOTOR/DTY1',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "hRIXS_DTZ": ({'source': 'SCS_HRIXS_MOV/MOTOR/DTZ',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "hRIXS_GMX": ({'source': 'SCS_HRIXS_MOV/MOTOR/GMX',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "hRIXS_GRX": ({'source': 'SCS_HRIXS_MOV/MOTOR/GRX',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "hRIXS_GTLY": ({'source': 'SCS_HRIXS_MOV/MOTOR/GTLY',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "hRIXS_GTRY": ({'source': 'SCS_HRIXS_MOV/MOTOR/GTRY',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "hRIXS_GTX": ({'source': 'SCS_HRIXS_MOV/MOTOR/GTX',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "hRIXS_GTZ": ({'source': 'SCS_HRIXS_MOV/MOTOR/GTZ',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+ "hRIXS_RRY": ({'source': 'SCS_HRIXS_MOV/MOTOR/RRY',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ # XRD
+ "XRD_DRY": ({'source': 'SCS_XRD_MOV/MOTOR/DRY',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_SRX": ({'source': 'SCS_XRD_MOV/MOTOR/SRX',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_SRY": ({'source': 'SCS_XRD_MOV/MOTOR/SRY',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_SRZ": ({'source': 'SCS_XRD_MOV/MOTOR/SRZ',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_STX": ({'source': 'SCS_XRD_MOV/MOTOR/STX',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_STY": ({'source': 'SCS_XRD_MOV/MOTOR/STY',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_STZ": ({'source': 'SCS_XRD_MOV/MOTOR/STZ',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_SXT1Y": ({'source': 'SCS_XRD_MOV/MOTOR/SXT1Y',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_SXT2Y": ({'source': 'SCS_XRD_MOV/MOTOR/SXT2Y',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_SXTX": ({'source': 'SCS_XRD_MOV/MOTOR/SXTX',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_SXTZ": ({'source': 'SCS_XRD_MOV/MOTOR/SXTZ',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_CRY": ({'source': 'SCS_XRD_MOV/MOTOR/CRY',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_CTX": ({'source': 'SCS_XRD_MOV/MOTOR/CTX',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_CTY": ({'source': 'SCS_XRD_MOV/MOTOR/CTY',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
+ "XRD_CTZ": ({'source': 'SCS_XRD_MOV/MOTOR/CTZ',
+ 'key': 'actualPosition.value',
+ 'dim': None},),
+
# PI-MTE3 CCD camera
"MTE3": ({'source': 'SCS_CDIDET_MTE3/CAM/CAMERA:daqOutput',
'key': 'data.image.pixels',
diff --git a/src/toolbox_scs/detectors/__init__.py b/src/toolbox_scs/detectors/__init__.py
index b6c4ac5e0801a730e28860694b4a49f74e9aa6fc..2b7be5e84f83169782bceafc4cc47bffbcfd6cfc 100644
--- a/src/toolbox_scs/detectors/__init__.py
+++ b/src/toolbox_scs/detectors/__init__.py
@@ -7,6 +7,7 @@ from .dssc_misc import *
from .dssc_processing import *
from .hrixs import *
from .pes import *
+from .viking import *
from .xgm import *
__all__ = (
@@ -19,5 +20,6 @@ __all__ = (
+ dssc_processing.__all__
+ hrixs.__all__
+ pes.__all__
+ + viking.__all__
+ xgm.__all__
)
diff --git a/src/toolbox_scs/detectors/bam_detectors.py b/src/toolbox_scs/detectors/bam_detectors.py
index 24db3ddfa01875f5ca9953eeb743b060d1823058..2eca1e72a23102c4c472a2f0c77203f753e36fca 100644
--- a/src/toolbox_scs/detectors/bam_detectors.py
+++ b/src/toolbox_scs/detectors/bam_detectors.py
@@ -7,14 +7,15 @@
"""
import logging
-
-import numpy as np
import xarray as xr
+import numpy as np
from ..misc.bunch_pattern_external import is_pulse_at
-from ..mnemonics_machinery import (mnemonics_to_process,
- mnemonics_for_run)
+from ..mnemonics_machinery import mnemonics_for_run
from ..constants import mnemonics as _mnemonics
+from ..misc.bunch_pattern import (npulses_has_changed,
+ get_unique_sase_pId, load_bpt)
+from toolbox_scs.load import get_array
__all__ = [
'get_bam',
@@ -24,7 +25,105 @@ __all__ = [
log = logging.getLogger(__name__)
-def get_bam(run, mnemonics=None, merge_with=None, bunchPattern='sase3'):
+def get_bam(run, mnemonics=None, merge_with=None, bunchPattern='sase3',
+ pulseIds=None):
+ """
+ Load beam arrival monitor (BAM) data and align their pulse ID
+ according to the bunch pattern. Sources can be loaded on the fly
+ via the mnemonics argument, or processed from an existing data set
+ (merge_with).
+
+ Parameters
+ ----------
+ run: extra_data.DataCollection
+ DataCollection containing the bam data.
+ mnemonics: str or list of str
+ mnemonics for BAM, e.g. "BAM1932M" or ["BAM414", "BAM1932M"].
+ If None, defaults to "BAM1932M" in case no merge_with dataset
+ is provided.
+ merge_with: xarray Dataset
+ If provided, the resulting Dataset will be merged with this
+ one. The BAM variables of merge_with (if any) will also be
+ selected, aligned and merged.
+ bunchPattern: str
+ 'sase1' or 'sase3' or 'scs_ppl', bunch pattern
+ used to extract peaks. The pulse ID dimension will be named
+ 'sa1_pId', 'sa3_pId' or 'ol_pId', respectively.
+ pulseIds: list, 1D array
+ Pulse Ids. If None, they are automatically loaded.
+ Returns
+ -------
+ xarray Dataset with pulse-resolved BAM variables aligned,
+ merged with Dataset *merge_with* if provided.
+
+ Example
+ -------
+ >>> import toolbox_scs as tb
+ >>> run, ds = tb.load(2711, 303, 'BAM1932S')
+ >>> ds['BAM1932S']
+
+ """
+ bam_mnemos = ['BAM4', 'BAM1']
+ m2 = []
+ if mnemonics is not None:
+ mnemonics = [mnemonics] if isinstance(mnemonics, str) else mnemonics
+ for m in mnemonics:
+ if any([(k in m) for k in bam_mnemos]):
+ if merge_with is not None and m in merge_with:
+ continue
+ m2.append(m)
+ if merge_with is not None:
+ in_mw = []
+ for m, da in merge_with.items():
+ if any([(k in m) for k in bam_mnemos]) and 'BAMbunchId' in da.dims:
+ in_mw.append(m)
+ m2 += in_mw
+
+ if len(m2) == 0:
+ log.info('no BAM mnemonics to process. Skipping.')
+ return merge_with
+ mnemonics = list(set(m2))
+ # Prepare the dataset of non-BAM data to merge with
+ if bool(merge_with):
+ ds_mw = merge_with.drop(mnemonics, errors='ignore')
+ else:
+ ds_mw = xr.Dataset()
+
+ bpt = load_bpt(run, ds_mw)
+ if bpt is not None:
+ mask = is_pulse_at(bpt, bunchPattern)
+ pattern_changed = ~(mask == mask[0]).all().values
+ ds = xr.Dataset()
+ dim_names = {'sase3': 'sa3_pId', 'sase1': 'sa1_pId',
+ 'scs_ppl': 'ol_pId'}
+ run_mnemonics = mnemonics_for_run(run)
+ for m in mnemonics:
+ if merge_with is not None and m in merge_with:
+ da_bam = merge_with[m]
+ else:
+ da_bam = get_array(run, m)
+ da_bam = da_bam.sel(BAMbunchId=slice(0, 5400, 2))
+ # align the pulse Id
+ if bpt is not None:
+ if not pattern_changed:
+ pulseIds = np.nonzero(mask[0].values)[0]
+ da_bam = da_bam.isel(BAMbunchId=pulseIds)
+ da_bam = da_bam.assign_coords(BAMbunchId=pulseIds)
+ da_bam = da_bam.rename(BAMbunchId=dim_names[bunchPattern])
+ else:
+ mask = mask.rename({'pulse_slot': dim_names[bunchPattern]})
+ da_bam = da_bam.rename(BAMbunchId=dim_names[bunchPattern])
+ da_bam = da_bam.where(mask, drop=True)
+ if run_mnemonics[m]['key'] != 'data.lowChargeArrivalTime':
+ da_bam *= 1e-3
+ ds = ds.merge(da_bam, join='inner')
+ # merge with non-BAM dataset
+ ds = ds_mw.merge(ds, join='inner')
+ return ds
+
+
+'''
+def get_bam_old(run, mnemonics=None, merge_with=None, bunchPattern='sase3'):
"""
Load beam arrival monitor (BAM) data and align their pulse ID
according to the bunch pattern. Sources can be loaded on the fly
@@ -117,6 +216,7 @@ def get_bam(run, mnemonics=None, merge_with=None, bunchPattern='sase3'):
ds = mw_ds.merge(ds, join='inner')
return ds
+'''
def get_bam_params(run, mnemo_or_source='BAM1932S'):
diff --git a/src/toolbox_scs/detectors/digitizers.py b/src/toolbox_scs/detectors/digitizers.py
index 297a774ef1464fc68ded5e25dd6b0ad82a295f88..29a98d97312c791d3d62ee3ec50fb32855d68b76 100644
--- a/src/toolbox_scs/detectors/digitizers.py
+++ b/src/toolbox_scs/detectors/digitizers.py
@@ -12,6 +12,7 @@ import numpy as np
import xarray as xr
import matplotlib.pyplot as plt
from scipy.signal import find_peaks
+from scipy.signal import fftconvolve
from ..misc.bunch_pattern_external import is_pulse_at
from ..util.exceptions import ToolBoxValueError
@@ -24,6 +25,8 @@ __all__ = [
'get_laser_peaks',
'get_peaks',
'get_tim_peaks',
+ 'digitizer_signal_description',
+ 'get_dig_avg_trace'
]
log = logging.getLogger(__name__)
@@ -260,6 +263,7 @@ def get_peaks(run,
pattern = bunchPattern
if bunchPattern == 'None':
bpt = None
+
# 1. Peak-integrated data from digitizer
if useRaw is False:
# 1.1 No bunch pattern provided
@@ -289,23 +293,24 @@ def get_peaks(run,
stride = int(np.max([1, np.floor(arr.sizes['trainId']/200)]))
trace = arr.isel(trainId=slice(0, None, stride)).mean(dim='trainId')
try:
- integParams = find_integ_params(trace, min_distance=min_distance)
+ integParams = find_integ_params(trace)
except ValueError as err:
- log.warning(f'{err}, trying with average over all trains.')
+ log.warning(f'{err}, trying with averaged trace over all trains.')
trace = arr.mean(dim='trainId')
- integParams = find_integ_params(trace, min_distance=min_distance)
+ integParams = find_integ_params(trace)
log.debug(f'Auto find peaks result: {integParams}')
+ required_keys = ['pulseStart', 'pulseStop', 'baseStart',
+ 'baseStop', 'period', 'npulses']
+ if integParams is None or not all(name in integParams
+ for name in required_keys):
+ raise TypeError('All keys of integParams argument '
+ f'{required_keys} are required when '
+ 'bunch pattern info is missing.')
+
# 2.1. No bunch pattern provided
if bpt is None:
log.info('Missing bunch pattern info.')
- required_keys = ['pulseStart', 'pulseStop', 'baseStart',
- 'baseStop', 'period', 'npulses']
- if integParams is None or not all(name in integParams
- for name in required_keys):
- raise TypeError('All keys of integParams argument '
- f'{required_keys} are required when '
- 'bunch pattern info is missing.')
log.debug(f'Retrieving {integParams["npulses"]} pulses.')
if extra_dim is None:
extra_dim = 'pulseId'
@@ -319,16 +324,24 @@ def get_peaks(run,
# 2.2 Bunch pattern is provided
# load mask and extract pulse Id:
- dim_names = {'sase3': 'sa3_pId', 'sase1': 'sa1_pId', 'scs_ppl': 'ol_pId'}
+ dim_names = {'sase3': 'sa3_pId', 'sase1': 'sa1_pId',
+ 'scs_ppl': 'ol_pId', 'None': 'pulseId'}
extra_dim = dim_names[pattern]
valid_tid = np.intersect1d(arr.trainId, bpt.trainId, assume_unique=True)
- mask = is_pulse_at(bpt.sel(trainId=valid_tid), pattern)
- mask = mask.rename({'pulse_slot': extra_dim})
- mask = mask.assign_coords({extra_dim: np.arange(2700)})
- mask_on = mask.where(mask, drop=True).fillna(False).astype(bool)
- if not (mask_on == mask_on[0]).all().values:
+ mask = is_pulse_at(bpt, pattern)
+ pattern_changed = ~(mask == mask[0]).all().values
+ if not pattern_changed:
+ pid = np.nonzero(mask[0].values)[0]
+ valid_arr = arr
+ else:
+ mask = is_pulse_at(bpt.sel(trainId=valid_tid), pattern)
+ mask = mask.rename({'pulse_slot': extra_dim})
+ mask = mask.assign_coords({extra_dim: np.arange(2700)})
+ mask_on = mask.where(mask, drop=True).fillna(False).astype(bool)
log.info(f'Bunch pattern of {pattern} changed during the run.')
- pid = mask_on.coords[extra_dim]
+ pid = mask_on.coords[extra_dim]
+ # select trains containing pulses
+ valid_arr = arr.sel(trainId=mask_on.trainId)
npulses = len(pid)
log.debug(f'Bunch pattern: {npulses} pulses for {pattern}.')
if npulses == 1:
@@ -345,8 +358,6 @@ def get_peaks(run,
# override auto find parameters
if isinstance(integParams['pulseStart'], (int, np.integer)):
integParams['pulseStart'] = integParams['pulseStart'] + sample_id
- # select trains containing pulses
- valid_arr = arr.sel(trainId=mask_on.trainId)
peaks = peaks_from_raw_trace(valid_arr, integParams['pulseStart'],
integParams['pulseStop'],
integParams['baseStart'],
@@ -354,10 +365,43 @@ def get_peaks(run,
integParams['period'],
integParams['npulses'],
extra_dim)
- peaks = peaks.where(mask_on, drop=True)
+ if pattern_changed:
+ peaks = peaks.where(mask_on, drop=True)
return peaks.assign_coords({extra_dim: pid})
+def get_dig_avg_trace(run, mnemonic, ntrains=None):
+ """
+ Compute the average over ntrains evenly spaced accross all trains
+ of a digitizer trace.
+
+ Parameters
+ ----------
+ run: extra_data.DataCollection
+ DataCollection containing the digitizer data.
+ mnemonic: str
+ ToolBox mnemonic of the digitizer data, e.g. 'MCP2apd'.
+ ntrains: int
+ Number of trains used to calculate the average raw trace.
+ If None, all trains are used.
+
+ Returns
+ -------
+ trace: DataArray
+ The average digitizer trace
+ """
+ run_mnemonics = mnemonics_for_run(run)
+ if ntrains is None:
+ sel = run
+ else:
+ total_tid = len(run.train_ids)
+ stride = int(np.max([1, np.floor(total_tid/ntrains)]))
+ sel = run.select_trains(np.s_[0:None:stride])
+ raw_trace = sel.get_array(*run_mnemonics[mnemonic].values())
+ raw_trace = raw_trace.mean(dim='trainId')
+ return raw_trace
+
+
def channel_peak_params(run, source, key=None, channel=None, board=None):
"""
Extract peak-integration parameters used by a channel of the digitizer.
@@ -502,7 +546,7 @@ def adq412_channel_peak_params(run, source, key=None,
return result
-def find_integ_params(trace, min_distance=1, height=None, width=1):
+def find_integ_params(trace, height=None, width=1):
"""
Find integration parameters for peak integration of a raw
digitizer trace. Based on scipy find_peaks().
@@ -511,8 +555,6 @@ def find_integ_params(trace, min_distance=1, height=None, width=1):
----------
trace: numpy array or xarray DataArray
The digitier raw trace used to find peaks
- min_distance: int
- minimum number of samples between two peaks
height: int
minimum threshold for peak determination
width: int
@@ -525,34 +567,68 @@ def find_integ_params(trace, min_distance=1, height=None, width=1):
"""
if isinstance(trace, xr.DataArray):
trace = trace.values
- bl = np.median(trace)
- trace_no_bl = trace - bl
- if np.max(trace_no_bl) < np.abs(np.min(trace_no_bl)):
- trace_no_bl *= -1
- trace = bl + trace_no_bl
- if height is None:
- height = trace_no_bl.max()/20
- centers, peaks = find_peaks(trace_no_bl, distance=min_distance,
- height=height, width=width)
- npulses = len(centers)
- if npulses == 0:
- raise ValueError('Could not automatically find peaks.')
- elif npulses == 1:
+ trace_norm = trace - np.median(trace)
+ trace_norm = -trace_norm if np.mean(trace_norm) < 0 else trace_norm
+ SNR = np.max(np.abs(trace_norm)) / np.std(trace_norm[:100])
+ if SNR < 10:
+ log.warning('signal-to-noise ratio too low: cannot '
+ 'automatically find peaks.')
+ return {'pulseStart': 2, 'pulseStop': 3,
+ 'baseStart': 0, 'baseStop': 1,
+ 'period': 0, 'npulses': 1}
+ # Compute autocorrelation using fftconvolve
+ # from "https://stackoverflow.com/questions/12323959/"
+ # "fast-cross-correlation-method-in-python"
+ if len(trace_norm) % 2 == 0:
+ n = len(trace_norm)
+ else:
+ n = len(trace_norm) - 1
+ hl = int(n/2)
+ a = trace_norm[:n]
+ b = np.zeros(2*n)
+ b[hl: hl + n] = a
+ # Do an array flipped convolution, which is a correlation.
+ ac_trace = fftconvolve(b, a[::-1], mode='valid')
+ # slower approach:
+ # ac_trace = np.correlate(trace_norm, trace_norm, mode='same')
+ n = int(len(ac_trace)/2)
+ # estimate quality of ac_trace and define min height to detect peaks
+ factor = np.abs(ac_trace.max() / np.median(ac_trace))
+ factor = 3 if factor > 20 else 1.5
+ ac_peaks = find_peaks(ac_trace[n:], height=ac_trace[n:].max()/factor)
+ if len(ac_peaks[0]) == 0:
period = 0
+ distance = 1
+ elif len(ac_peaks[0]) == 1:
+ period = ac_peaks[0][0]
+ distance = max(1, period-6)
else:
- period = np.median(np.diff(centers)).astype(int)
- intstart = np.round(peaks['left_ips'][0]
- - 0.5*np.mean(peaks['widths'])).astype(int)
- intstop = np.round(peaks['right_ips'][0]
- + 0.7*np.mean(peaks['widths'])).astype(int)
- bkgstop = intstart - int(0.5*np.mean(peaks['widths']))
- bkgstart = np.max([bkgstop - min_distance/2, 0]).astype(int)
- intstart = max(0, intstart)
- intstop = max(1, intstop)
- bkgstart = max(0, bkgstart)
- bkgstop = max(1, bkgstop)
- result = {'pulseStart': intstart, 'pulseStop': intstop,
- 'baseStart': bkgstart, 'baseStop': bkgstop,
+ period = int(np.median(ac_peaks[0][1:] - ac_peaks[0][:-1]))
+ distance = max(1, period-6) # smaller than period to account for all peaks
+ # define min height to detect peaks depending on signal quality
+ f = np.max([3, np.min([(SNR/10), 4])])
+ height = trace_norm.max() / f
+ peaks, dic = find_peaks(trace_norm, distance=distance,
+ height=height, width=1)
+ # filter out peaks that are not periodically spaced
+ idx = np.ones(len(peaks), dtype=bool)
+ idx[1:] = np.isclose(peaks[1:] - peaks[:-1],
+ np.ones(len(peaks[1:]))*period, atol=6)
+ peaks = peaks[idx]
+ for d in dic:
+ dic[d] = dic[d][idx]
+ npulses = len(peaks)
+ if npulses == 0:
+ raise ValueError('Could not automatically find peaks.')
+ pulseStart = np.mean(dic['left_ips'] - peaks + peaks[0], dtype=int)
+ pulseStop = np.mean(dic['right_ips'] - peaks + peaks[0], dtype=int)
+ baseStop = pulseStart - np.mean(peaks - dic['left_ips'])/2 - 1
+ baseStop = np.min([baseStop, pulseStart]).astype(int)
+ baseStop = np.max([baseStop, 0]).astype(int)
+ baseStart = baseStop - np.mean(dic['widths'])/2
+ baseStart = np.max([baseStart, 0]).astype(int)
+ result = {'pulseStart': pulseStart, 'pulseStop': pulseStop,
+ 'baseStart': baseStart, 'baseStop': baseStop,
'period': period, 'npulses': npulses}
return result
@@ -587,45 +663,14 @@ def get_peak_params(run, mnemonic, raw_trace=None, ntrains=200):
log.warning('The digitizer did not record peak-integrated data.')
title = 'Digitizer peak params'
else:
- digitizer = digitizer_type(mnemonic, run_mnemonics)
- min_distance = 24 if digitizer == "FastADC" else 440
title = 'Auto-find peak params'
if raw_trace is None:
- raw_trace = get_coarse_average(run, mnemonic)
- params = find_integ_params(raw_trace, min_distance=min_distance)
+ raw_trace = get_dig_avg_trace(run, mnemonic, ntrains)
+ params = find_integ_params(raw_trace)
log.debug(f'{title} for {mnemonic}: {params}')
return params
-def get_coarse_average(run, mnemonic, ntrains=200):
- """
- Compute the average over ntrains evenly spaced accross all trains
- of a digitizer trace.
-
- Parameters
- ----------
- run: extra_data.DataCollection
- DataCollection containing the digitizer data.
- mnemonic: str
- ToolBox mnemonic of the digitizer data, e.g. 'MCP2apd'.
- ntrains: int
- Number of trains used to calculate the average raw trace.
-
- Returns
- -------
- trace: DataArray
- The average digitizer trace
- """
- run_mnemonics = mnemonics_for_run(run)
- total_tid = len(run.train_ids)
- stride = int(np.max([1, np.floor(total_tid/ntrains)]))
- s = np.s_[0:None:stride]
- sel = run.select_trains(s)
- raw_trace = sel.get_array(*run_mnemonics[mnemonic].values())
- raw_trace = raw_trace.mean(dim='trainId')
- return raw_trace
-
-
def check_peak_params(run, mnemonic, raw_trace=None, ntrains=200, params=None,
plot=True, show_all=False, bunchPattern='sase3'):
"""
@@ -672,7 +717,7 @@ def check_peak_params(run, mnemonic, raw_trace=None, ntrains=200, params=None,
mnemo_raw = mnemonic.replace('peaks', 'raw').replace('apd', 'raw')
title = 'Digitizer peak params'
if raw_trace is None:
- raw_trace = get_coarse_average(run, mnemonic)
+ raw_trace = get_dig_avg_trace(run, mnemonic, ntrains)
if params is None:
params = get_peak_params(run, mnemonic, raw_trace)
if 'enable' in params and params['enable'] == 0:
@@ -838,7 +883,7 @@ def get_tim_peaks(run, mnemonics=None, merge_with=None,
the peak caclulated values (e.g. "MCP2raw" becomes
"MCP2peaks"), merged with Dataset *merge_with* if provided.
"""
- return get_digitizer_peaks(run, mnemonics, 'ADQ412', merge_with,
+ return get_digitizer_peaks(run, mnemonics, merge_with,
bunchPattern, integParams,
keepAllSase)
@@ -879,13 +924,13 @@ def get_laser_peaks(run, mnemonics=None, merge_with=None,
the peak caclulated values (e.g. "FastADC2raw" becomes
"FastADC2peaks").
"""
- return get_digitizer_peaks(run, mnemonics, 'FastADC', merge_with,
+ return get_digitizer_peaks(run, mnemonics, merge_with,
bunchPattern, integParams, False)
-def get_digitizer_peaks(run, mnemonics, digitizer, merge_with=None,
- bunchPattern='sase3', integParams=None,
- keepAllSase=False):
+def get_digitizer_peaks(run, mnemonics=None, merge_with=None,
+ bunchPattern='None', integParams=None,
+ digitizer=None, keepAllSase=False):
"""
Automatically computes digitizer peaks. Sources can be loaded on the
fly via the mnemonics argument, or processed from an existing data set
@@ -901,14 +946,12 @@ def get_digitizer_peaks(run, mnemonics, digitizer, merge_with=None,
"MCP3apd"]. If None and no merge_with dataset is provided,
defaults to "MCP2apd" if digitizer is ADQ412 or
"FastADC5raw" if digitizer is FastADC.
- digitizer: str
- value in {'FastADC', 'ADQ412'}
merge_with: xarray Dataset
If provided, the resulting Dataset will be merged with this
one. The FastADC variables of merge_with (if any) will also be
computed and merged.
bunchPattern: str
- 'sase1' or 'sase3' or 'scs_ppl', bunch pattern
+ 'sase1' or 'sase3' or 'scs_ppl', 'None': bunch pattern
used to extract peaks.
integParams: dict
dictionnary for raw trace integration, e.g.
@@ -925,11 +968,35 @@ def get_digitizer_peaks(run, mnemonics, digitizer, merge_with=None,
the peak caclulated values (e.g. "FastADC2raw" becomes
"FastADC2peaks").
"""
- # get the list of mnemonics to process
+ if mnemonics is None and merge_with is None:
+ raise ValueError("at least one of mnemonics or merge_with "
+ "arguments is expected.")
+
+ run_mnemonics = mnemonics_for_run(run)
+ # find digitizer type and get the list of mnemonics to process
def to_processed_name(name):
return name.replace('raw', 'peaks').replace('apd', 'peaks')
- mnemonics = mnemonics_to_process(mnemonics, merge_with,
- digitizer, to_processed_name)
+ if mnemonics is None:
+ if digitizer is None:
+ for v in merge_with:
+ if 'FastADC2_' in v:
+ digitizer = 'FastADC2'
+ break
+ if 'FastADC' in v:
+ digitizer = 'FastADC'
+ break
+ if 'MCP' in v:
+ digitizer = 'ADQ412'
+ break
+ if digitizer is None:
+ log.warning(f'No array with digitizer data '
+ 'to extract. Skipping.')
+ return merge_with
+ mnemonics = mnemonics_to_process(mnemonics, merge_with,
+ digitizer, to_processed_name)
+ else:
+ mnemonics = [mnemonics] if isinstance(mnemonics, str) else mnemonics
+ digitizer = digitizer_type(mnemonics[0], run_mnemonics)
if len(mnemonics) == 0:
log.info(f'No array with unaligned {digitizer} peaks to extract. '
@@ -938,7 +1005,6 @@ def get_digitizer_peaks(run, mnemonics, digitizer, merge_with=None,
else:
log.info(f'Extracting {digitizer} peaks from {mnemonics}.')
- run_mnemonics = mnemonics_for_run(run)
# check if bunch pattern table exists
if bool(merge_with) and 'bunchPatternTable' in merge_with:
bpt = merge_with['bunchPatternTable']
@@ -986,6 +1052,69 @@ def get_digitizer_peaks(run, mnemonics, digitizer, merge_with=None,
return ds
+def digitizer_signal_description(run, digitizer=None):
+ """
+ Check for the existence of signal description and return all corresponding
+ channels in a dictionnary.
+
+ Parameters
+ ----------
+ run: extra_data.DataCollection
+ DataCollection containing the digitizer data.
+ digitizer: str or list of str (default=None)
+ Name of the digitizer: one in ['FastADC', FastADC2',
+ 'ADQ412', 'ADQ412_2]
+ If None, all digitizers are used
+
+ Returns
+ -------
+ signal_description: dictionnary containing the signal description of
+ the digitizer channels.
+
+
+ Example
+ -------
+ import toolbox_scs as tb
+ run = tb.open_run(3481, 100)
+ signals = tb.digitizer_signal_description(run)
+ signals_fadc2 = tb.digitizer_signal_description(run, 'FastADC2')
+ """
+ if digitizer not in [None, 'FastADC', 'FastADC2']:
+ raise ValueError('digitizer must be one in '
+ '["FastADC", "FastADC2"]')
+ if digitizer is None:
+ digitizer = ['FastADC', 'FastADC2', 'ADQ412', 'ADQ412_2']
+ else:
+ digitizer = [digitizer]
+ def key_fadc(i):
+ if i > 9:
+ return None
+ return f'channel_{i}.signalDescription.value'
+ def key_adq412(i):
+ if i > 3:
+ return None
+ return f'board1.channel_{i}.description.value'
+
+ sources = {'FastADC': ['SCS_UTC1_MCP/ADC/1', key_fadc],
+ 'FastADC2': ['SCS_UTC2_FADC/ADC/1', key_fadc],
+ 'ADQ412': ['SCS_UTC1_ADQ/ADC/1', key_adq412],
+ 'ADQ412_2': ['SCS_UTC2_ADQ/ADC/1', key_adq412]}
+ res = {}
+ for d in digitizer:
+ if sources[d][0] not in run.all_sources:
+ continue
+ if sources[d][1](0) not in run.get_run_values(sources[d][0]):
+ raise ValueError('No signal description available for '
+ f'{d}: {sources[d][0]}')
+ for ch in range(10):
+ val = sources[d][1](ch)
+ if val is None:
+ break
+ desc = run.get_run_value(sources[d][0], val)
+ res[f'{d}_Ch{ch}'] = desc
+ return res
+
+
def calibrateTIM(data, rollingWindow=200, mcp=1, plot=False, use_apd=True, intstart=None,
intstop=None, bkgstart=None, bkgstop=None, t_offset=None, npulses_apd=None):
''' Calibrate TIM signal (Peak-integrated signal) to the slow ion signal of SCS_XGM
diff --git a/src/toolbox_scs/detectors/dssc.py b/src/toolbox_scs/detectors/dssc.py
index e193f4174c03ef4f2fb298cd923cc8fe92020d1b..07b11cced79668c323967b03b17ad78f7c51026b 100644
--- a/src/toolbox_scs/detectors/dssc.py
+++ b/src/toolbox_scs/detectors/dssc.py
@@ -1,6 +1,5 @@
"""
DSSC-detector class module
- --------------------------
The dssc detector class. It represents a namespace for frequent evaluation
while implicitly applying/requiring certain structure/naming conventions to
diff --git a/src/toolbox_scs/detectors/dssc_data.py b/src/toolbox_scs/detectors/dssc_data.py
index 94b23366c08097c42d4f2c98423289e12325ea6f..482287658da5b0961048585834e4f457f149818e 100644
--- a/src/toolbox_scs/detectors/dssc_data.py
+++ b/src/toolbox_scs/detectors/dssc_data.py
@@ -83,7 +83,7 @@ def load_xarray(fname, group='data', form='dataset'):
Load stored xarray Dataset.
Comment: This function exists because of a problem with the standard
netcdf engine that is malfunctioning due to related software installed
- in the exfel_anaconda3 environment. May be dropped at some point.
+ in the exfel-python environment. May be dropped at some point.
Parameters
----------
diff --git a/src/toolbox_scs/detectors/hrixs.py b/src/toolbox_scs/detectors/hrixs.py
index 6282d85f15c4bd1d9721fc1e1793a48d12a3f825..2ee5802ffd80e359f2e3d4ece908252fc48d0820 100644
--- a/src/toolbox_scs/detectors/hrixs.py
+++ b/src/toolbox_scs/detectors/hrixs.py
@@ -10,13 +10,7 @@ import toolbox_scs as tb
__all__ = [
- 'find_curvature',
- 'correct_curvature',
- 'get_spectrum',
- 'energy_calibration',
- 'calibrate',
- 'gaussian_fit',
- 'to_fwhm'
+ 'hRIXS',
]
@@ -170,71 +164,6 @@ def to_fwhm(sigma):
return abs(sigma * FWHM_COEFF)
-# -----------------------------------------------------------------------------
-# Centroid
-
-THRESHOLD = 510 # pixel counts above which a hit candidate is assumed
-CURVE_A = 2.19042931e-02 # curvature parameters as determined elsewhere
-CURVE_B = -3.02191568e-07
-
-
-def _esrf_centroid(image, threshold=THRESHOLD, curvature=(CURVE_A, CURVE_B)):
- gs = 2
- base = image.mean()
- cp = np.argwhere(image[gs // 2: -gs // 2, gs // 2: -gs // 2] > threshold) + np.array([gs // 2, gs // 2])
- if len(cp) > 100000:
- raise RuntimeError('Threshold too low or acquisition time too long')
-
- res = []
- for cy, cx in cp:
- spot = image[cy - gs // 2: cy + gs // 2 + 1, cx - gs // 2: cx + gs // 2 + 1] - base
- spot[spot < 0] = 0
- if (spot > image[cy, cx]).sum() == 0:
- mx = np.average(np.arange(cx - gs // 2, cx + gs // 2 + 1), weights=spot.sum(axis=0))
- my = np.average(np.arange(cy - gs // 2, cy + gs // 2 + 1), weights=spot.sum(axis=1))
- my -= (curvature[0] + curvature[1] * mx) * mx
- res.append((my, mx))
- return res
-
-
-def _new_centroid(image, threshold=THRESHOLD, std_threshold=3.5, curvature=(CURVE_A, CURVE_B)):
- """find the position of photons with sub-pixel precision
-
- A photon is supposed to have hit the detector if the intensity within a
- 2-by-2 square exceeds a threshold. In this case the position of the photon
- is calculated as the center-of-mass in a 4-by-4 square.
-
- Return the list of x,y coordinate pairs, corrected by the curvature.
- """
- base = image.mean()
- corners = image[1:, 1:] + image[:-1, 1:] + image[1:, :-1] + image[:-1, :-1]
- if threshold is None:
- threshold = corners.mean() + std_threshold * corners.std()
- middle = corners[1:-1, 1:-1]
- candidates = (
- (middle > threshold)
- * (middle >= corners[:-2, 1:-1]) * (middle > corners[2:, 1:-1])
- * (middle >= corners[1:-1, :-2]) * (middle > corners[1:-1, 2:])
- * (middle >= corners[:-2, :-2]) * (middle > corners[2:, :-2])
- * (middle >= corners[:-2, 2:]) * (middle > corners[2:, 2:]))
- cp = np.argwhere(candidates)
- if len(cp) > 10000:
- raise RuntimeError(
- "too many peaks, threshold too low or acquisition time too high")
-
- res = []
- for cy, cx in cp:
- spot = image[cy: cy + 4, cx: cx + 4] - base
- mx = np.average(np.arange(cx, cx + 4), weights=spot.sum(axis=0))
- my = np.average(np.arange(cy, cy + 4), weights=spot.sum(axis=1))
- my -= (curvature[0] + curvature[1] * mx) * mx
- res.append((my, mx))
- return res
-
-
-centroid = _new_centroid
-
-
def decentroid(res):
res = np.array(res)
ret = np.zeros(shape=(res.max(axis=0) + 1).astype(int))
@@ -244,63 +173,86 @@ def decentroid(res):
return ret
-# -----------------------------------------------------------------------------
-# Integral
-
-FACTOR = 3
-RANGE = [300, 400]
-BINS = abs(np.subtract(*RANGE)) * FACTOR
-
-
-def parabola(x, a, b, c=0):
- return (a * x + b) * x + c
-
-
-def integrate(image, factor=FACTOR, range=RANGE, curvature=(CURVE_A, CURVE_B), ):
- image = image - image.mean()
- x = np.arange(image.shape[1])[None, :]
- y = np.arange(image.shape[0])[:, None]
- ys = factor * (y - parabola(x, curvature[1], curvature[0]))
- ysf = np.floor(ys)
- rang = (factor * range[0], factor * range[1])
- bins = rang[1] - rang[0]
- lhy, lhx = np.histogram(ysf.ravel(), bins=bins, weights=((ys - ysf) * image).ravel(), range=rang)
- rhy, rhx = np.histogram((ysf + 1).ravel(), bins=bins, weights=(((ysf + 1) - ys) * image).ravel(), range=rang)
- lvy, lvx = np.histogram(ysf.ravel(), bins=bins, weights=(ys - ysf).ravel(), range=rang)
- rvy, rvx = np.histogram((ysf + 1).ravel(), bins=bins, weights=((ysf + 1) - ys).ravel(), range=rang)
- return (lhy + rhy) / (lvy + rvy)
-
-
-# -----------------------------------------------------------------------------
-# hRIXS class
+class hRIXS:
+ """The hRIXS analysis, especially curvature correction
+
+ The objects of this class contain the meta-information about the settings
+ of the spectrometer, not the actual data, except possibly a dark image
+ for background subtraction.
+
+ The actual data is loaded into `xarray`s, and stays there.
+
+ Attributes
+ ----------
+
+ PROPOSAL: int
+ the number of the proposal
+ X_RANGE: slice
+ the slice to take in the dispersive direction, in pixels. Defaults
+ to the entire width.
+ Y_RANGE: slice
+ the slice to take in the energy direction
+ THRESHOLD: float
+ pixel counts above which a hit candidate is assumed, for centroiding.
+ use None if you want to give it in standard deviations instead.
+ STD_THRESHOLD:
+ same as THRESHOLD, in standard deviations.
+ DBL_THRESHOLD:
+ threshold controling whether a detected hit is considered to be a
+ double hit.
+ BINS: int
+ the number of bins used in centroiding
+ CURVE_A, CURVE_B: float
+ the coefficients of the parabola for the curvature correction
+ USE_DARK: bool
+ whether to do dark subtraction. Is initially `False`, magically
+ switches to `True` if a dark has been loaded, but may be reset.
+ ENERGY_INTERCEPT, ENERGY_SLOPE:
+ The calibration from pixel to energy
+ FIELDS:
+ the fields to be loaded from the data. Add additional fields if so
+ desired.
+
+ Example
+ -------
+
+ proposal = 3145
+ h = hRIXS(proposal)
+ h.Y_RANGE = slice(700, 900)
+ h.CURVE_B = -3.695346575286939e-07
+ h.CURVE_A = 0.024084479232443695
+ h.ENERGY_SLOPE = 0.018387
+ h.ENERGY_INTERCEPT = 498.27
+ h.STD_THRESHOLD = 3.5
+ """
+ def __init__(self, proposalNB):
+ self.PROPOSAL=proposalNB
-class hRIXS:
- # run
- PROPOSAL = 2769
+ # image range
+ self.X_RANGE = np.s_[:]
+ self.Y_RANGE = np.s_[:]
- # image range
- X_RANGE = np.s_[:]
- Y_RANGE = np.s_[:]
+ # centroid
+ self.THRESHOLD = None # pixel counts above which a hit candidate is assumed
+ self.STD_THRESHOLD = 3.5 # same as THRESHOLD, in standard deviations
+ self.DBL_THRESHOLD = 0.1 # factor used for double hits in centroid_one
+ self.CURVE_A = 0 # curvature parameters as determined elsewhere
+ self.CURVE_B = 0
- # centroid
- THRESHOLD = None # pixel counts above which a hit candidate is assumed
- STD_THRESHOLD = 3.5 # same as THRESHOLD, in standard deviations
- CURVE_A = CURVE_A # curvature parameters as determined elsewhere
- CURVE_B = CURVE_B
+ # integral
+ self.BINS = 100
- # integral
- FACTOR = FACTOR
- RANGE = RANGE
- BINS = abs(np.subtract(*RANGE)) * FACTOR
+ self.METHOD = 'centroid' # ['centroid', 'integral']
+ self.USE_DARK = False
- METHOD = 'centroid' # ['centroid', 'integral']
- USE_DARK = False
+ # Ignore double hits
+ self.AVOID_DBL = False
- ENERGY_INTERCEPT = 0
- ENERGY_SLOPE = 1
+ self.ENERGY_INTERCEPT = 0
+ self.ENERGY_SLOPE = 1
- FIELDS = ['hRIXS_det', 'hRIXS_index', 'hRIXS_delay', 'hRIXS_norm']
+ self.FIELDS = ['hRIXS_det', 'hRIXS_index', 'hRIXS_delay', 'hRIXS_norm','nrj']
def set_params(self, **params):
for key, value in params.items():
@@ -309,12 +261,25 @@ class hRIXS:
def get_params(self, *params):
if not params:
params = ('proposal', 'x_range', 'y_range',
- 'threshold', 'curve_a', 'curve_b',
- 'factor', 'range', 'bins',
- 'method', 'fields')
+ 'threshold', 'std_threshold', 'dbl_threshold',
+ 'curve_a', 'curve_b',
+ 'bins', 'method', 'fields')
return {param: getattr(self, param.upper()) for param in params}
def from_run(self, runNB, proposal=None, extra_fields=()):
+ """load a run
+
+ Load the run `runNB`. A thin wrapper around `toolbox.load`.
+
+ Example
+ -------
+
+ data = h.from_run(145) # load run 145
+
+ data1 = h.from_run(145) # load run 145
+ data2 = h.from_run(155) # load run 155
+ data = xarray.concat([data1, data2], 'trainId') # combine both
+ """
if proposal is None:
proposal = self.PROPOSAL
run, data = tb.load(proposal, runNB=runNB,
@@ -323,15 +288,53 @@ class hRIXS:
return data
def load_dark(self, runNB, proposal=None):
+ """load a dark run
+
+ Load the dark run `runNB` from `proposal`. The latter defaults to the
+ current proposal. The dark is stored in this `hRIXS` object, and
+ subsequent analyses use it for background subtraction.
+
+ Example
+ -------
+
+ h.load_dark(166) # load dark run 166
+ """
data = self.from_run(runNB, proposal)
self.dark_image = data['hRIXS_det'].mean(dim='trainId')
self.USE_DARK = True
- def find_curvature(self, runNB, proposal=None, plot=True, args=None, **kwargs):
+ def find_curvature(self, runNB, proposal=None, plot=True, args=None,
+ **kwargs):
+ """find the curvature correction coefficients
+
+ The hRIXS has some abberations which leads to the spectroscopic lines
+ being curved on the detector. We approximate these abberations with
+ a parabola for later correction.
+
+ Load a run and determine the curvature. The curvature is set in `self`,
+ and returned as a pair of floats.
+
+ Parameters
+ ----------
+
+ runNB: int
+ the run number to use
+ proposal: int
+ the proposal to use, default to the current proposal
+ plot: bool
+ whether to plot the found curvature onto the data
+ args: pair of float, optional
+ a starting value to prime the fitting routine
+
+ Example
+ -------
+
+ h.find_curvature(155) # use run 155 to fit the curvature
+ """
data = self.from_run(runNB, proposal)
image = data['hRIXS_det'].sum(dim='trainId') \
- .to_numpy()[self.X_RANGE, self.Y_RANGE].T
+ .values[self.X_RANGE, self.Y_RANGE].T
if args is None:
spec = (image - image[:10, :].mean()).mean(axis=1)
mean = np.average(np.arange(len(spec)), weights=spec)
@@ -341,42 +344,214 @@ class hRIXS:
self.CURVE_B, self.CURVE_A, *_ = args
return self.CURVE_A, self.CURVE_B
- def centroid(self, data, bins=None):
+ def centroid_one(self, image):
+ """find the position of photons with sub-pixel precision
+
+ A photon is supposed to have hit the detector if the intensity within a
+ 2-by-2 square exceeds a threshold. In this case the position of the photon
+ is calculated as the center-of-mass in a 4-by-4 square.
+
+ Return the list of x, y coordinate pairs, corrected by the curvature.
+ """
+ base = image.mean()
+ corners = image[1:, 1:] + image[:-1, 1:] \
+ + image[1:, :-1] + image[:-1, :-1]
+ if self.THRESHOLD is None:
+ threshold = corners.mean() + self.STD_THRESHOLD * corners.std()
+ else:
+ threshold = self.THRESHOLD
+ # Threshold for double photons chosen to be the same ratio to single
+ # photons as found in the ESRF method
+ SpotHIGH=self.DBL_THRESHOLD*threshold
+ if self.AVOID_DBL:
+ SpotHIGH = 100000
+ middle = corners[1:-1, 1:-1]
+ candidates = (
+ (middle > threshold)
+ * (middle >= corners[:-2, 1:-1]) * (middle > corners[2:, 1:-1])
+ * (middle >= corners[1:-1, :-2]) * (middle > corners[1:-1, 2:])
+ * (middle >= corners[:-2, :-2]) * (middle > corners[2:, :-2])
+ * (middle >= corners[:-2, 2:]) * (middle > corners[2:, 2:]))
+ cp = np.argwhere(candidates)
+ if len(cp) > 10000:
+ raise RuntimeError(
+ "too many peaks, threshold low or acquisition time too high")
+
+ res = []
+ dres = []
+ for cy, cx in cp:
+ spot = image[cy: cy + 4, cx: cx + 4] - base
+ mx = np.average(np.arange(cx, cx + 4), weights=spot.sum(axis=0))
+ my = np.average(np.arange(cy, cy + 4), weights=spot.sum(axis=1))
+ if spot.sum() < SpotHIGH:
+ res.append((mx, my))
+ else:
+ res.append((mx, my))
+ res.append((mx, my))
+ dres.append((mx, my))
+ return res, dres
+
+ def centroid_two(self, image, energy):
+ """ determine position of photon hits on detector
+
+ The algrothm is taken from the ESRF RIXS toolbox. The thresholds for
+ determining photon hits are given by the incident photon energy
+
+ The function returns arrays containing the single and double hits
+ as x and y coordinates
+ """
+ # Multiplication factor * ADU/photon
+ photons = energy/3.6/1.06
+ SpotLOW = 0.2 * photons
+ SpotHIGH = 1.5 * photons
+ low_th_px = 0.2 * photons
+ high_th_px = 1.0 * photons
+
+ if self.AVOID_DBL:
+ SpotHIGH = 100000
+ print("Double hit events are not taken into account\n")
+
+ img = image-image.mean()
+
+ gs = 2
+
+ # Find potential hits on a clipped image where 2 rows/columns are excluded
+ # from the edges because centroiding can't be done at the edge
+ cp = (np.argwhere((img[gs//2 : -gs//2, gs//2 : -gs//2] > low_th_px)*
+ (img[gs//2 : -gs//2, gs//2 : -gs//2] < high_th_px))+
+ np.array([gs//2, gs//2]))
+
+ if len(cp) > 100000:
+ raise RuntimeError('Threshold to low or acquisition time to long')
+
+ res = []
+ dres = []
+ for cy, cx in cp:
+ spot = img[cy - gs//2 : cy + gs//2 + 1, cx - gs//2 : cx+gs//2 +1]
+ #spot[spot < 0] = 0
+ if (spot > img[cy, cx]).sum() == 0:
+ mx = np.average(np.arange(cx - gs//2, cx + gs//2 + 1),
+ weights=spot.sum(axis=0))
+ my = np.average(np.arange(cy - gs//2, cy + gs//2 + 1),
+ weights=spot.sum(axis=1))
+ if (spot.sum()>=SpotLOW) and (spot.sum()<SpotHIGH):
+ res.append((mx, my))
+ elif (spot.sum()>SpotHIGH):
+ res.append((mx, my))
+ res.append((mx, my))
+ dres.append((mx, my))
+ return res, dres
+
+ def centroid(self, data, bins=None, method='auto'):
+ """calculate a spectrum by finding the centroid of individual photons
+
+ This takes the `xarray.Dataset` `data` and returns a copy of it, with
+ a new `xarray.DataArray` named `spectrum` added, which contains the
+ energy spectrum calculated for each hRIXS image.
+
+ Added a key for switching between algorithims choices are "auto" and
+ "manual" which selects for method for determining whether thresholds
+ there is a photon hit. It changes whether centroid_one or centroid_two
+ is used.
+
+ Example
+ -------
+
+ h.centroid(data) # find photons in all images of the run
+ data.spectrum[0, :].plot() # plot the spectrum of the first image
+ """
if bins is None:
bins = self.BINS
ret = np.zeros((len(data["hRIXS_det"]), bins))
- for image, r in zip(data["hRIXS_det"], ret):
- c = centroid(
- image.to_numpy()[self.X_RANGE, self.Y_RANGE].T,
- threshold=self.THRESHOLD,
- std_threshold=self.STD_THRESHOLD,
- curvature=(self.CURVE_A, self.CURVE_B))
+ retd = np.zeros((len(data["hRIXS_det"]), bins))
+ total_hits = np.zeros((len(data["hRIXS_det"])))
+ dbl_hits = np.zeros((len(data["hRIXS_det"])))
+ for i, (image, r, rd) in enumerate(zip(data["hRIXS_det"], ret, retd)):
+ if method=='manual':
+ c, d = self.centroid_one(
+ image.values[self.X_RANGE, self.Y_RANGE])
+ elif method=='auto':
+ energy = data['nrj'][i].data
+ c, d = self.centroid_two(
+ image.values[self.X_RANGE, self.Y_RANGE], energy)
+
if not len(c):
continue
rc = np.array(c)
- hy, hx = np.histogram(
- rc[:, 0], bins=bins,
- range=(0, self.Y_RANGE.stop - self.Y_RANGE.start))
- r[:] = hy
+ r[:], _ = np.histogram(
+ rc[:, 0] - self.parabola(rc[:, 1]),
+ bins=bins, range=(0, self.Y_RANGE.stop - self.Y_RANGE.start))
+ total_hits[i] = rc.shape[0]
+ rcd = np.array(d)
+ dbl_hits[i] = rcd.shape[0]
+ # Account for case where no double hits are found
+ if rcd.shape[0] == 0:
+ continue
+ else:
+ rd[:], _ = np.histogram(
+ rcd[:, 0] - self.parabola(rcd[:, 1]),
+ bins=bins, range=(0, self.Y_RANGE.stop - self.Y_RANGE.start))
- data = data.assign_coords(
- energy=np.linspace(self.Y_RANGE.start, self.Y_RANGE.stop, bins)
+ data.coords["energy"] = (
+ np.linspace(self.Y_RANGE.start, self.Y_RANGE.stop, bins)
* self.ENERGY_SLOPE + self.ENERGY_INTERCEPT)
- return data.assign(spectrum=(("trainId", "energy"), ret))
+ data['spectrum'] = (("trainId", "energy"), ret)
+ data['dbl_spectrum'] = (("trainId", "energy"), retd)
+ data['total_hits'] = ("trainId", total_hits)
+ data['double_hits'] = ("trainId", dbl_hits)
+ return data
+
+ def parabola(self, x):
+ return (self.CURVE_B * x + self.CURVE_A) * x
def integrate(self, data):
+ """calculate a spectrum by integration
+
+ This takes the `xarray` `data` and returns a copy of it, with a new
+ dataarray named `spectrum` added, which contains the energy spectrum
+ calculated for each hRIXS image.
+
+ First the energy that corresponds to each pixel is calculated.
+ Then all pixels within an energy range are summed, where the intensity
+ of one pixel is distributed among the two energy ranges the pixel
+ spans, proportionally to the overlap between the pixel and bin energy
+ ranges.
+
+ The resulting data is normalized to one pixel, so the average
+ intensity that arrived on one pixel.
+
+ Example
+ -------
+
+ h.integrate(data) # create spectrum by summing pixels
+ data.spectrum[0, :].plot() # plot the spectrum of the first image
+ """
bins = self.Y_RANGE.stop - self.Y_RANGE.start
- ret = np.zeros((len(data["hRIXS_det"]), bins - 20))
- for image, r in zip(data["hRIXS_det"], ret):
+ margin = 10
+ ret = np.zeros((len(data["hRIXS_det"]), bins - 2 * margin))
+ if self.USE_DARK:
+ dark_image = self.dark_image.values[self.X_RANGE, self.Y_RANGE]
+ images = data["hRIXS_det"].values[:, self.X_RANGE, self.Y_RANGE]
+
+ x, y = np.ogrid[:images.shape[1], :images.shape[2]]
+ quo, rem = divmod(y - self.parabola(x), 1)
+ quo = np.array([quo, quo + 1])
+ rem = np.array([rem, 1 - rem])
+ wrong = (quo < margin) | (quo >= bins - margin)
+ quo[wrong] = margin
+ rem[wrong] = 0
+ quo = (quo - margin).astype(int).ravel()
+
+ for image, r in zip(images, ret):
if self.USE_DARK:
- image = image - self.dark_image
- r[:] = integrate(image.to_numpy()[self.X_RANGE, self.Y_RANGE].T, factor=1,
- range=(10, bins - 10),
- curvature=(self.CURVE_A, self.CURVE_B))
- data = data.assign_coords(
- energy=np.arange(self.Y_RANGE.start + 10, self.Y_RANGE.stop - 10)
+ image = image - dark_image
+ r[:] = np.bincount(quo, weights=(rem * image).ravel())
+ ret /= np.bincount(quo, weights=rem.ravel())
+ data.coords["energy"] = (
+ np.arange(self.Y_RANGE.start + margin, self.Y_RANGE.stop - margin)
* self.ENERGY_SLOPE + self.ENERGY_INTERCEPT)
- return data.assign(spectrum=(("trainId", "energy"), ret))
+ data['spectrum'] = (("trainId", "energy"), ret)
+ return data
aggregators = dict(
hRIXS_det=lambda x, dim: x.sum(dim=dim),
@@ -384,6 +559,9 @@ class hRIXS:
hRIXS_delay=lambda x, dim: x.mean(dim=dim),
hRIXS_norm=lambda x, dim: x.sum(dim=dim),
spectrum=lambda x, dim: x.sum(dim=dim),
+ dbl_spectrum=lambda x, dim: x.sum(dim=dim),
+ total_hits=lambda x, dim: x.sum(dim=dim),
+ dbl_hits=lambda x, dim: x.sum(dim=dim)
)
def aggregator(self, da, dim):
@@ -393,6 +571,24 @@ class hRIXS:
return agg(da, dim=dim)
def aggregate(self, ds, dim="trainId"):
+ """aggregate (i.e. mostly sum) all data within one dataset
+
+ take all images in a dataset and aggregate them and their metadata.
+ For images, spectra and normalizations that means adding them, for
+ others (e.g. delays) adding would not make sense, so we treat them
+ properly.
+
+ Example
+ -------
+
+ h.centroid(data) # create spectra from finding photons
+ agg = h.aggregate(data) # sum all spectra
+ agg.spectrum.plot() # plot the resulting spectrum
+
+ groups = data.groupby('hRIXS_index') # group data by a variable
+ agg = groups.map(h.aggregate) # sum corresponding spectra
+ agg.spectrum[0, :].plot() # plot the spectrum for first value
+ """
ret = ds.map(self.aggregator, dim=dim)
ret = ret.drop_vars([n for n in ret if n not in self.aggregators])
return ret
diff --git a/src/toolbox_scs/detectors/viking.py b/src/toolbox_scs/detectors/viking.py
new file mode 100644
index 0000000000000000000000000000000000000000..6372881ada19dfaa3228c1bdd565d8a030e1d3f7
--- /dev/null
+++ b/src/toolbox_scs/detectors/viking.py
@@ -0,0 +1,435 @@
+import numpy as np
+import xarray as xr
+import toolbox_scs as tb
+import matplotlib.pyplot as plt
+from scipy.optimize import curve_fit
+from .hrixs import gauss1d
+
+__all__ = ['Viking']
+
+
+def plot_viking_xas(xas, plot_errors=True, xas_ylim=(-1, 3)):
+ fig, ax = plt.subplots(3, 1, figsize=(7, 7), sharex=True)
+ ax[0].plot(xas.newt_x, xas['I0'])
+ ax[0].grid()
+ ax[0].set_title('I0 spectra')
+
+ ax[1].plot(xas.newt_x, xas['It'])
+ ax[1].grid()
+ ax[1].set_title('It spectra')
+
+ ax[2].plot(xas.newt_x, xas['absorptionCoef'])
+ ax[2].set_ylim(*xas_ylim)
+ ax[2].grid()
+ ax[2].set_title('XAS')
+
+ if plot_errors:
+ ax[0].fill_between(xas.newt_x,
+ xas['I0'] - 1.96*xas['I0_stderr'],
+ xas['I0'] + 1.96*xas['I0_stderr'],
+ alpha=0.2)
+ ax[1].fill_between(xas.newt_x,
+ xas['It'] - 1.96*xas['It_stderr'],
+ xas['It'] + 1.96*xas['It_stderr'],
+ alpha=0.2)
+ ax[2].fill_between(xas.newt_x,
+ xas['absorptionCoef'] - 1.96*xas['absorptionCoef_stderr'],
+ xas['absorptionCoef'] + 1.96*xas['absorptionCoef_stderr'],
+ alpha=0.2)
+
+
+def plot_viking_calibration(spectra, x_pos, nrj, energy_calib,
+ gaussian_fits, runNBs):
+ fig, ax = plt.subplots(2, 1, figsize=(7, 6), sharex=True)
+ for i in range(len(x_pos)):
+ x = spectra[i].newt_x.values
+ ax[0].plot(spectra[i].newt_x, spectra[i], color=f'C{i}',
+ label=f'run {runNBs[i]}')
+ ax[0].plot(x, gauss1d(x, *gaussian_fits[i]),
+ ls='--', color=f'C{i}')
+ ax[0].legend()
+ ax[0].set_ylabel('intensity [arb. un.]')
+
+ ax[1].scatter(x_pos, nrj, label='data')
+ ax[1].plot(x_pos, np.polyval(energy_calib, x_pos), color='r',
+ label=f"{energy_calib[2]:.4f}+{energy_calib[1]:.4f}"
+ f"*pixel+{energy_calib[0]:.4e}*pixel^2")
+ ax[1].legend()
+ ax[1].set_xlabel('pixel')
+ ax[1].set_ylabel('energy [eV]')
+ ax[1].grid()
+ fig.suptitle(f'Viking calibration, runs {runNBs}')
+
+
+# -----------------------------------------------------------------------------
+# Viking class
+class Viking:
+ """The Viking analysis (spectrometer used in combination with Andor Newton
+ camera)
+
+ The objects of this class contain the meta-information about the settings
+ of the spectrometer, not the actual data, except possibly a dark image
+ for background subtraction.
+
+ The actual data is loaded into `xarray`s via the method `from_run()`,
+ and stays there.
+
+ Attributes
+ ----------
+
+ PROPOSAL: int
+ the number of the proposal
+ X_RANGE: slice
+ the slice to take in the non-dispersive direction, in pixels.
+ Defaults to the entire width.
+ Y_RANGE: slice
+ the slice to take in the energy dispersive direction
+ USE_DARK: bool
+ whether to do dark subtraction. Is initially `False`, magically
+ switches to `True` if a dark has been loaded, but may be reset.
+ ENERGY_CALIB: 1D array (len=3)
+ The 2nd degree polynomial coefficients for calibration from pixel
+ to energy. Defaults to [0, 1, 0] (no calibration applied).
+ BL_POLY_DEG: int
+ the dgree of the polynomial used for baseline subtraction.
+ Defaults to 1.
+ BL_SIGNAL_RANGE: list
+ the dispersive-axis range, defined by an interval [min, max],
+ to avoid when fitting a polynomial for baseline subtraction.
+ Multiple ranges can be provided in the form
+ [[min1, max1], [min2, max2], ...].
+ FIELDS: list of str
+ the fields to be loaded from the data. Add additional fields if so
+ desired.
+
+ Example
+ -------
+
+ proposal = 2953
+ v = Viking(proposal)
+ v.X_RANGE = slice(0, 1900)
+ v.Y_RANGE = slice(38, 80)
+ v.ENERGY_CALIB = [1.47802667e-06, 2.30600328e-02, 5.15884589e+02]
+ v.BL_SIGNAL_RANGE = [500, 545]
+
+ """
+ def __init__(self, proposalNB):
+ self.PROPOSAL = proposalNB
+ self.FIELDS = ['newton']
+ # 2 deg polynomial energy calibration
+ self.ENERGY_CALIB = [0, 1, 0]
+ # dark
+ self.USE_DARK = False
+ self.dark_image = None
+ # image range
+ self.X_RANGE = slice(None, None)
+ self.Y_RANGE = slice(None, None)
+ # polynomial degree for background subtraction
+ self.BL_POLY_DEG = 1
+ self.BL_SIGNAL_RANGE = []
+
+ def set_params(self, **params):
+ for key, value in params.items():
+ setattr(self, key.upper(), value)
+
+ def get_params(self, *params):
+ if not params:
+ params = ('proposal', 'x_range', 'y_range', 'energy_calib',
+ 'use_dark', 'bl_poly_deg', 'bl_signal_range', 'fields')
+ return {param: getattr(self, param.upper()) for param in params}
+
+ def from_run(self, runNB, add_attrs=True):
+ """load a run
+
+ Load the run `runNB`. A thin wrapper around `toolbox_scs.load`.
+
+ Parameters
+ ----------
+ runNB: int
+ the run number
+ add_attrs: bool
+ if True, adds the camera parameters as attributes to the dataset
+ (see get_camera_params())
+
+ Output
+ ------
+ ds: xarray Dataset
+ the dataset containing the camera images
+
+ Example
+ -------
+
+ data = v.from_run(145) # load run 145
+
+ data1 = v.from_run(145) # load run 145
+ data2 = v.from_run(155) # load run 155
+ data = xarray.concat([data1, data2], 'trainId') # combine both
+ """
+ roi = {'newton': {'newton': {'roi': (self.Y_RANGE, self.X_RANGE),
+ 'dim': ['newt_y', 'newt_x']}}}
+ run, data = tb.load(self.PROPOSAL, runNB,
+ fields=self.FIELDS, rois=roi)
+ data['newton'] = data['newton'].astype(float)
+ data = data.assign_coords(newt_x=np.polyval(self.ENERGY_CALIB,
+ data['newt_x']))
+ if add_attrs:
+ params = self.get_camera_params(run)
+ for k, v in params.items():
+ data.attrs[k] = v
+ return data
+
+ def load_dark(self, runNB=None):
+ if runNB is None:
+ self.USE_DARK = False
+ return
+ data = self.from_run(runNB, add_attrs=False)
+ self.dark_image = data['newton'].mean(dim='trainId')
+ self.dark_image.attrs['runNB'] = runNB
+ self.USE_DARK = True
+
+ def integrate(self, data):
+ '''
+ This function calculates the mean over the non-dispersive dimension
+ to create a spectrum. If the camera parameters are known, the
+ spectrum is multiplied by the number of photoelectrons per ADC count.
+ A new variable "spectrum" is added to the data.
+ '''
+ imgs = data['newton']
+ if self.USE_DARK:
+ imgs = imgs - self.dark_image
+ spectrum = imgs.mean(dim='newt_y')
+ if 'photoelectrons_per_count' in data.attrs:
+ spectrum *= data.attrs['photoelectrons_per_count']
+ data['spectrum'] = spectrum
+ return data
+
+ def get_camera_gain(self, run):
+ """
+ Get the preamp gain of the camera in the Viking spectrometer for
+ a specified run.
+
+ Parameters
+ ----------
+ run: extra_data DataCollection
+ information on the run
+
+ Output
+ ------
+ gain: int
+ """
+ gain = run.get_run_value('SCS_EXP_NEWTON/CAM/CAMERA',
+ 'preampGain.value')
+ gain_dict = {0: 1, 1: 2, 2: 4}
+ return gain_dict[gain]
+
+ def e_per_counts(self, run, gain=None):
+ """
+ Conversion factor from camera digital counts to photoelectrons
+ per count. The values can be found in the camera datasheet
+ (Andor Newton) but they have been slightly corrected for High
+ Sensitivity mode after analysis of runs 1204, 1207 and 1208,
+ proposal 2937.
+
+ Parameters
+ ----------
+ run: extra_data DataCollection
+ information on the run
+ gain: int
+ the camera preamp gain
+
+ Output
+ ------
+ ret: float
+ photoelectrons per count
+ """
+ if gain is None:
+ gain = self.get_camera_gain(run)
+ hc = run.get_run_value('SCS_EXP_NEWTON/CAM/CAMERA',
+ 'HighCapacity.value')
+ if hc == 0: # High Sensitivity
+ pe_dict = {1: 4., 2: 2.05, 4: 0.97}
+ elif hc == 1: # High Capacity
+ pe_dict = {1: 17.9, 2: 9., 4: 4.5}
+ return pe_dict[gain]
+
+ def get_camera_params(self, run):
+ dic = {'vbin:': 'imageSpecifications.verticalBinning.value',
+ 'hbin': 'imageSpecifications.horizontalBinning.value',
+ 'startX': 'imageSpecifications.startX.value',
+ 'endX': 'imageSpecifications.endX.value',
+ 'startY': 'imageSpecifications.startY.value',
+ 'endY': 'imageSpecifications.endY.value',
+ 'temperature': 'CoolerActual.temperature.value',
+ 'high_capacity': 'HighCapacity.value',
+ 'exposure_s': 'exposureTime.value'
+ }
+ ret = {}
+ for k, v in dic.items():
+ ret[k] = run.get_run_value('SCS_EXP_NEWTON/CAM/CAMERA', v)
+ ret['gain'] = self.get_camera_gain(run)
+ ret['photoelectrons_per_count'] = self.e_per_counts(run, ret['gain'])
+ return ret
+
+ def removePolyBaseline(self, data):
+ """
+ Removes a polynomial baseline to a spectrum, assuming a fixed
+ position for the signal.
+
+ Parameters
+ ----------
+ data: xarray Dataset
+ The Viking data containing the variable "spectrum"
+
+ Output
+ ------
+ data: xarray Dataset
+ the original dataset with the added variable "spectrum_nobl"
+ containing the baseline subtracted spectra.
+
+ """
+ if 'spectrum' not in data:
+ return
+ x = data.newt_x
+ spectra = data['spectrum']
+ mask = xr.ones_like(x, dtype=bool)
+ if len(self.BL_SIGNAL_RANGE) > 0:
+ if not hasattr(self.BL_SIGNAL_RANGE[0], '__len__'):
+ ranges = [self.BL_SIGNAL_RANGE]
+ else:
+ ranges = self.BL_SIGNAL_RANGE
+ for xrange in ranges:
+ mask = mask & ((x < xrange[0]) | (x > xrange[1]))
+ x_bl = x.where(mask, drop=True)
+ bl = spectra.sel(newt_x=x_bl)
+ fit = np.polyfit(x_bl, bl.T, self.BL_POLY_DEG)
+ if len(spectra.shape) == 1:
+ return spectra - np.polyval(fit, x)
+ final_bl = np.empty(spectra.shape)
+ for t in range(spectra.shape[0]):
+ final_bl[t] = np.polyval(fit[:, t], x)
+ data['spectrum_nobl'] = spectra - final_bl
+ return data
+
+ def xas(self, data, data_ref, thickness=1, plot=False,
+ plot_errors=True, xas_ylim=(-1, 3)):
+ """
+ Given two independent datasets (one with sample and one reference),
+ this calculates the average XAS spectrum (absorption coefficient),
+ associated standard deviation and standard error. The absorption
+ coefficient is defined as -log(It/I0)/thickness.
+
+ Parameters
+ ----------
+ data: xarray Dataset
+ the dataset containing the spectra with sample
+ data_ref: xarray Dataset
+ the dataset containing the spectra without sample
+ thickness: float
+ the thickness used for the calculation of the absorption
+ coefficient
+ plot: bool
+ If True, plot the resulting average spectra.
+ plot_errors: bool
+ If True, adds the 95% confidence interval on the spectra.
+ xas_ylim: tuple or list of float
+ the y limits for the XAS plot.
+
+ Output
+ ------
+ xas: xarray Dataset
+ the dataset containing the computed XAS quantities:
+ I0, It, absorptionCoef and their associated errors.
+ """
+
+ key = 'spectrum_nobl' if 'spectrum_nobl' in data else 'spectrum'
+ if data['newt_x'].equals(data_ref['newt_x']) is False:
+ return
+ spectrum = data[key].mean(dim='trainId')
+ std = data[key].std(dim='trainId')
+ std_err = std / np.sqrt(data.sizes['trainId'])
+ spectrum_ref = data_ref[key].mean(dim='trainId')
+ std_ref = data_ref[key].std(dim='trainId')
+ std_err_ref = std_ref / np.sqrt(data_ref.sizes['trainId'])
+
+ ds = xr.Dataset()
+ ds['It'] = spectrum
+ ds['It_std'] = std
+ ds['It_stderr'] = std_err
+ ds['I0'] = spectrum_ref
+ ds['I0_std'] = std
+ ds['I0_stderr'] = std_err
+ absorption = spectrum_ref / spectrum
+ # assume that It and I0 are independent variables:
+ absorption_std = np.abs(absorption) * np.sqrt(
+ std_ref**2 / spectrum_ref**2 + std**2 / spectrum**2)
+ absorption_stderr = np.abs(absorption) * np.sqrt(
+ (std_err_ref / spectrum_ref)**2 + (std_err / spectrum)**2)
+ ds['absorptionCoef'] = np.log(absorption) / thickness
+ ds['absorptionCoef_std'] = absorption_std / (thickness *
+ np.abs(absorption))
+ ds['absorptionCoef_stderr'] = absorption_stderr / (thickness *
+ np.abs(absorption))
+ ds.attrs['n_It'] = data[key].sizes['trainId']
+ ds.attrs['n_I0'] = data_ref[key].sizes['trainId']
+
+ if plot:
+ plot_viking_xas(ds, plot_errors, xas_ylim)
+ return ds
+
+ def calibrate(self, runList, plot=True):
+ """
+ This routine determines the calibration coefficients to translate the
+ camera pixels into energy in eV. The Viking spectrometer is calibrated
+ using the beamline monochromator: runs with various monochromatized
+ photon energy are recorded and their peak position on the detector are
+ determined by Gaussian fitting. The energy vs. position data is then
+ fitted to a second degree polynomial.
+
+ Parameters
+ ----------
+ runList: list of int
+ the list of runs containing the monochromatized spectra
+ plot: bool
+ if True, the spectra, their Gaussian fits and the calibration
+ curve are plotted.
+
+ Output
+ ------
+ energy_calib: np.array
+ the calibration coefficients (2nd degree polynomial)
+ """
+ self.ENERGY_CALIB = [0, 1, 0]
+ x_pos = []
+ nrj = []
+ spectra = []
+ gaussian_fits = []
+ runNBs = []
+ for i, runNB in enumerate(runList):
+ if plot:
+ print(runNB)
+ ds = self.from_run(runNB)
+ self.integrate(ds)
+ avg_spectrum = ds['spectrum'].mean(dim='trainId')
+ p0 = [np.max(avg_spectrum)-np.min(avg_spectrum),
+ avg_spectrum.argmax().values, 10, np.min(avg_spectrum)]
+ try:
+ popt, pcov = curve_fit(gauss1d, avg_spectrum['newt_x'].values,
+ avg_spectrum.values, p0=p0)
+ x_pos.append(popt[1])
+ gaussian_fits.append(popt)
+ spectra.append(avg_spectrum)
+ runNBs.append(runNB)
+ nrj.append(tb.load_run_values(self.PROPOSAL, runNB)['nrj'])
+ except Exception as e:
+ print(f'error with run {runNB}:', e)
+ x_pos = np.array(x_pos)
+ nrj = np.array(nrj)
+ idx = np.argsort(x_pos)
+ x_pos = x_pos[idx]
+ nrj = nrj[idx]
+ energy_calib = np.polyfit(x_pos, nrj, 2)
+ if plot:
+ plot_viking_calibration(spectra, x_pos, nrj, energy_calib,
+ gaussian_fits, runNBs)
+ self.ENERGY_CALIB = energy_calib
+ return energy_calib
diff --git a/src/toolbox_scs/detectors/xgm.py b/src/toolbox_scs/detectors/xgm.py
index 6882fe30f49819babc56adfdfd1f717af6a764fc..d18b473f3773f69b1c8d52049004a26fd50223ff 100644
--- a/src/toolbox_scs/detectors/xgm.py
+++ b/src/toolbox_scs/detectors/xgm.py
@@ -13,8 +13,10 @@ import xarray as xr
import matplotlib.pyplot as plt
from ..misc.bunch_pattern_external import is_sase_1, is_sase_3
-from ..mnemonics_machinery import (mnemonics_to_process,
- mnemonics_for_run)
+from ..misc.bunch_pattern import (npulses_has_changed,
+ get_unique_sase_pId, load_bpt)
+from ..mnemonics_machinery import mnemonics_for_run
+from toolbox_scs.load import get_array
__all__ = [
'calibrate_xgm',
@@ -25,7 +27,158 @@ __all__ = [
log = logging.getLogger(__name__)
-def get_xgm(run, mnemonics=None, merge_with=None, keepAllSase=False,
+def get_xgm(run, mnemonics=None, merge_with=None,
+ indices=slice(0, None)):
+ """
+ Load and/or computes XGM data. Sources can be loaded on the
+ fly via the mnemonics argument, or processed from an existing dataset
+ (merge_with). The bunch pattern table is used to assign the pulse
+ id coordinates if the number of pulses has changed during the run.
+
+ Parameters
+ ----------
+ run: extra_data.DataCollection
+ DataCollection containing the xgm data.
+ mnemonics: str or list of str
+ mnemonics for XGM, e.g. "SCS_SA3" or ["XTD10_XGM", "SCS_XGM"].
+ If None, defaults to "SCS_SA3" in case no merge_with dataset
+ is provided.
+ merge_with: xarray Dataset
+ If provided, the resulting Dataset will be merged with this
+ one. The XGM variables of merge_with (if any) will also be
+ computed and merged.
+ indices: slice, list, 1D array
+ Pulse indices of the XGM array in case bunch pattern is missing.
+ Returns
+ -------
+ xarray Dataset with pulse-resolved XGM variables aligned,
+ merged with Dataset *merge_with* if provided.
+
+ Example
+ -------
+ >>> import toolbox_scs as tb
+ >>> run, ds = tb.load(2212, 213, 'SCS_SA3')
+ >>> ds['SCS_SA3']
+
+ """
+ xgm_mnemos = ['XTD10_SA', 'XTD10_XGM', 'SCS_SA', 'SCS_XGM']
+ m2 = []
+ if mnemonics is not None:
+ mnemonics = [mnemonics] if isinstance(mnemonics, str) else mnemonics
+ for m in mnemonics:
+ if any([(k in m) for k in xgm_mnemos]):
+ if merge_with is not None and m in merge_with:
+ continue
+ m2.append(m)
+ if merge_with is not None:
+ in_mw = []
+ for m, da in merge_with.items():
+ if any([(k in m) for k in xgm_mnemos]) and 'XGMbunchId' in da.dims:
+ in_mw.append(m)
+ m2 += in_mw
+ if len(m2) == 0:
+ log.info('no XGM mnemonics to process. Skipping.')
+ return merge_with
+ mnemonics = list(set(m2))
+ # Prepare the dataset of non-XGM data to merge with
+ if bool(merge_with):
+ ds_mw = merge_with.drop(mnemonics, errors='ignore')
+ else:
+ ds_mw = xr.Dataset()
+
+ # Load bunch pattern table and check pattern changes
+ bpt = load_bpt(run, ds_mw)
+ if bpt is not None:
+ sase1 = sase3 = None
+ mask_sa1 = mask_sa3 = None
+ if any([("SA1" in m) for m in mnemonics]) or any(
+ [("XGM" in m) for m in mnemonics]):
+ mask = mask_sa1 = is_sase_1(bpt)
+ sase1 = np.nonzero(mask_sa1[0].values)[0]
+ if any([("SA3" in m) for m in mnemonics]) or any(
+ [("XGM" in m) for m in mnemonics]):
+ mask = mask_sa3 = is_sase_3(bpt)
+ sase3 = np.nonzero(mask_sa3[0].values)[0]
+ if any([("XGM" in m) for m in mnemonics]):
+ mask = np.logical_or(mask_sa1, mask_sa3)
+ pattern_changed = ~(mask == mask[0]).all().values
+ ds = xr.Dataset()
+ for m in mnemonics:
+ if merge_with is not None and m in merge_with:
+ da_xgm = merge_with[m]
+ else:
+ da_xgm = get_array(run, m)
+ if bpt is not None:
+ if not pattern_changed:
+ ds_xgm = load_xgm_array(run, da_xgm, sase1, sase3)
+ else:
+ ds_xgm = align_xgm_array(da_xgm, bpt, mask_sa1, mask_sa3)
+ else:
+ xgm_val = da_xgm.values
+ xgm_val[xgm_val == 1] = np.nan
+ xgm_val[xgm_val == 0] = np.nan
+ da_xgm.values = xgm_val
+ da_xgm = da_xgm.dropna(dim='XGMbunchId', how='all')
+ ds_xgm = da_xgm.fillna(0).sel(XGMbunchId=indices).to_dataset()
+ ds = ds.merge(ds_xgm, join='inner')
+ # merge with non-XGM dataset
+ ds = ds_mw.merge(ds, join='inner')
+ return ds
+
+
+def load_xgm_array(run, xgm, sase1, sase3):
+ """
+ from a raw array xgm, extract and assign pulse Id coordinates
+ when the number of pulses does not change during the run.
+ If 'XGM' in mnemonic, the data is split in two variables
+ 'SA1' and 'SA3'.
+
+ Parameters
+ ----------
+ run: extra_data.DataCollection
+ DataCollection containing the xgm data.
+ xgm: xarray.DataArray
+ the raw XGM array
+ sase1: list or 1D array
+ the sase1 pulse ids
+ sase3: list or 1D array
+ the sase3 pulse ids
+
+ Returns
+ -------
+ ds_xgm: xarray.Dataset
+ the dataset containing the aligned XGM variable(s).
+ """
+ xgm_val = xgm.values
+ xgm_val[xgm_val == 1] = np.nan
+ xgm_val[xgm_val == 0] = np.nan
+ xgm.values = xgm_val
+ xgm = xgm.dropna(dim='XGMbunchId', how='all')
+ xgm = xgm.fillna(0)
+ if 'XGM' in xgm.name:
+ sase1_3 = np.sort(np.concatenate([sase1, sase3]))
+ sase1_idx = [np.argwhere(sase1_3 == i)[0][0] for i in sase1]
+ sase3_idx = [np.argwhere(sase1_3 == i)[0][0] for i in sase3]
+ xgm_sa1 = xgm.isel(XGMbunchId=sase1_idx).rename(XGMbunchId='sa1_pId')
+ xgm_sa1 = xgm_sa1.assign_coords(sa1_pId=sase1)
+ xgm_sa1 = xgm_sa1.rename(xgm.name.replace('XGM', 'SA1'))
+ xgm_sa3 = xgm.isel(XGMbunchId=sase3_idx).rename(XGMbunchId='sa3_pId')
+ xgm_sa3 = xgm_sa3.assign_coords(sa3_pId=sase3)
+ xgm_sa3 = xgm_sa3.rename(xgm.name.replace('XGM', 'SA3'))
+ xgm = xr.merge([xgm_sa1, xgm_sa3])
+ elif 'SA1' in xgm.name:
+ xgm = xgm.rename(XGMbunchId='sa1_pId')
+ xgm = xgm.assign_coords(sa1_pId=sase1).rename(xgm.name)
+ xgm = xgm.to_dataset()
+ elif 'SA3' in xgm.name:
+ xgm = xgm.rename(XGMbunchId='sa3_pId')
+ xgm = xgm.assign_coords(sa3_pId=sase3).rename(xgm.name)
+ xgm = xgm.to_dataset()
+ return xgm
+
+
+'''
+def get_xgm_old(run, mnemonics=None, merge_with=None, keepAllSase=False,
indices=slice(0, None)):
"""
Load and/or computes XGM data. Sources can be loaded on the
@@ -103,9 +256,10 @@ def get_xgm(run, mnemonics=None, merge_with=None, keepAllSase=False,
arr = arr.where(arr != 1., drop=True).sel(XGMbunchId=indices)
ds = ds.merge(arr, join='inner')
return ds
+'''
-def align_xgm_array(xgm_arr, bpt):
+def align_xgm_array(xgm_arr, bpt, mask_sa1, mask_sa3):
"""
Assigns pulse ID coordinates to a pulse-resolved XGM array, according to
the bunch pattern table. If the arrays contains both SASE 1 and SASE 3
@@ -118,12 +272,17 @@ def align_xgm_array(xgm_arr, bpt):
'XGMbunchId']
bpt: xarray DataArray
bunch pattern table
+ mask_sa1: xarray DataArray
+ boolean 2D array (trainId x pulseId) of sase 1 pulses
+ mask_sa3: xarray DataArray
+ boolean 2D array (trainId x pulseId) of sase 3 pulses
Returns
-------
- xarray Dataset with pulse ID coordinates. For SASE 1 data, the coordinates
- name is sa1_pId, for SASE 3 data, the coordinates name is sa3_pId.
- """
+ xgm: xarray Dataset
+ dataset with pulse ID coordinates. For SASE 1 data, the coordinates
+ name is sa1_pId, for SASE 3 data, the coordinates name is sa3_pId.
+ """
key = xgm_arr.name
compute_sa1 = False
compute_sa3 = False
@@ -132,10 +291,10 @@ def align_xgm_array(xgm_arr, bpt):
# get the relevant masks for SASE 1 and/or SASE3
if "SA1" in key or "SA3" in key:
if "SA1" in key:
- mask = is_sase_1(bpt.sel(trainId=valid_tid))
+ mask = mask_sa1.sel(trainId=valid_tid)
compute_sa1 = True
else:
- mask = is_sase_3(bpt.sel(trainId=valid_tid))
+ mask = mask_sa3.sel(trainId=valid_tid)
compute_sa3 = True
tid = mask.where(mask.sum(dim='pulse_slot') > 0, drop=True).trainId
mask = mask.sel(trainId=tid)
@@ -144,8 +303,8 @@ def align_xgm_array(xgm_arr, bpt):
if "XGM" in key:
compute_sa1 = True
compute_sa3 = True
- mask_sa1 = is_sase_1(bpt.sel(trainId=valid_tid))
- mask_sa3 = is_sase_3(bpt.sel(trainId=valid_tid))
+ mask_sa1 = mask_sa1.sel(trainId=valid_tid)
+ mask_sa3 = mask_sa3.sel(trainId=valid_tid)
mask = np.logical_or(mask_sa1, mask_sa3)
tid = mask.where(mask.sum(dim='pulse_slot') > 0,
drop=True).trainId
diff --git a/src/toolbox_scs/load.py b/src/toolbox_scs/load.py
index e9c94170e1f4f638fbe9853252d8940469ee2b2e..f7608ccc7e644a66eecad9846e22229f00be0a7b 100644
--- a/src/toolbox_scs/load.py
+++ b/src/toolbox_scs/load.py
@@ -20,6 +20,8 @@ from .constants import mnemonics as _mnemonics
from .mnemonics_machinery import mnemonics_for_run
from .util.exceptions import ToolBoxValueError
import toolbox_scs.detectors as tbdet
+from .misc.bunch_pattern import (npulses_has_changed,
+ get_unique_sase_pId, load_bpt)
__all__ = [
'concatenateRuns',
@@ -28,6 +30,8 @@ __all__ = [
'load',
'open_run',
'run_by_path',
+ 'load_run_values',
+ 'check_data_rate',
]
log = logging.getLogger(__name__)
@@ -38,18 +42,24 @@ def load(proposalNB=None, runNB=None,
subFolder='raw',
display=False,
validate=False,
- subset=ed.by_index[:],
+ subset=None,
rois={},
- extract_tim=True,
- extract_laser=True,
+ extract_adq412=True,
+ extract_fadc=True,
+ extract_fadc2=True,
extract_xgm=True,
extract_bam=True,
- tim_bp='sase3',
- laser_bp='scs_ppl',
+ adq412_bp='sase3',
+ fadc_bp='scs_ppl',
+ fadc2_bp='sase3',
+ extract_tim=None,
+ extract_laser=None,
+ tim_bp=None,
+ laser_bp=None,
):
"""
Load a run and extract the data. Output is an xarray with aligned
- trainIds
+ trainIds.
Parameters
----------
@@ -61,7 +71,7 @@ def load(proposalNB=None, runNB=None,
fields: str, list of str, list of dict
list of mnemonics to load specific data such as "fastccd",
"SCS_XGM", or dictionnaries defining a custom mnemonic such as
- {"extra": {'source: 'SCS_CDIFFT_MAG/SUPPLY/CURRENT',
+ {"extra": {'source': 'SCS_CDIFFT_MAG/SUPPLY/CURRENT',
'key': 'actual_current.value',
'dim': None}}
subFolder: str
@@ -72,9 +82,9 @@ def load(proposalNB=None, runNB=None,
whether to show the run.info or not
validate: bool
whether to run extra-data-validate or not
- subset:
- a subset of train that can be load with by_index[:5] for the first 5
- trains
+ subset: slice or extra_data.by_index or numpy.s_
+ a subset of train that can be loaded with extra_data.by_index[:5] for
+ the first 5 trains. If None, all trains are retrieved.
rois: dict
a dictionnary of mnemonics with a list of rois definition and
the desired names, for example:
@@ -82,13 +92,17 @@ def load(proposalNB=None, runNB=None,
'dim': ['ref_x', 'ref_y']},
'sam': {'roi':by_index[1050:1210, 535:720],
'dim': ['sam_x', 'sam_y']}}}
- extract_tim: bool
- If True, extracts the peaks from TIM variables (e.g. 'MCP2raw',
+ extract_adq412: bool
+ If True, extracts the peaks from ADQ412 variables (e.g. 'MCP2raw',
'MCP3apd') and aligns the pulse Id with the sase3 bunch pattern.
- extract_laser: bool
+ extract_fadc: bool
If True, extracts the peaks from FastADC variables (e.g. 'FastADC5raw',
- 'FastADC3peaks') and aligns the pulse Id with the PP laser bunch
+ 'FastADC3peaks') and aligns the pulse Id according to the fadc_bp bunch
pattern.
+ extract_fadc2: bool
+ If True, extracts the peaks from FastADC2 variables (e.g.
+ 'FastADC2_5raw', 'FastADC2_3peaks') and aligns the pulse Id according
+ to the fadc2_bp bunch pattern.
extract_xgm: bool
If True, extracts the values from XGM variables (e.g. 'SCS_SA3',
'XTD10_XGM') and aligns the pulse Id with the sase1 / sase3 bunch
@@ -96,12 +110,21 @@ def load(proposalNB=None, runNB=None,
extract_bam: bool
If True, extracts the values from BAM variables (e.g. 'BAM1932M')
and aligns the pulse Id with the sase3 bunch pattern.
- tim_bp: str
- bunch pattern used to extract the TIM pulses.
- Ignored if extract_tim=False.
- laser_bp: str
- bunch pattern used to extract the TIM pulses.
- Ignored if extract_tim=False.
+ adq412_bp: str
+ bunch pattern used to extract the ADQ412 digitizer pulses.
+ Ignored if extract_adq412=False.
+ fadc_bp: str
+ bunch pattern used to extract the Fast ADC pulses.
+ Ignored if extract_fadc=False.
+ fadc2_bp: str
+ bunch pattern used to extract the Fast ADC 2 pulses.
+ Ignored if extract_fadc2=False.
+
+ DEPRECATED ARGUMENTS:
+ extract_tim: DEPRECATED. Use extract_adq412 instead.
+ extract_laser: DEPRECATED. Use extract fadc instead.
+ tim_bp: DEPRECATED. Use adq412_bp instead.
+ laser_bp: DEPRECATED. Use fadc_bp instead.
Returns
-------
@@ -116,7 +139,9 @@ def load(proposalNB=None, runNB=None,
"""
runFolder = find_run_path(proposalNB, runNB, subFolder)
- run = ed.RunDirectory(runFolder).select_trains(subset)
+ run = ed.RunDirectory(runFolder)
+ if subset is not None:
+ run = run.select_trains(subset)
if fields is None:
return run, xr.Dataset()
if isinstance(fields, str):
@@ -130,12 +155,6 @@ def load(proposalNB=None, runNB=None,
data_arrays = []
run_mnemonics = mnemonics_for_run(run)
- # load pulse pattern info
- bpt = load_bpt(run, run_mnemonics=run_mnemonics)
- if bpt is None:
- log.warning('Bunch pattern table not found in run. Skipping!')
- else:
- data_arrays.append(bpt)
for f in fields:
if type(f) == dict:
@@ -191,19 +210,43 @@ def load(proposalNB=None, runNB=None,
'Skipping!')
continue
data_arrays.append(arr)
-
+ # Check missing trains
+ for arr in data_arrays:
+ if 'hRIXS' in arr.name:
+ continue
+ rate = arr.sizes["trainId"] / len(run.train_ids)
+ if rate < 0.95:
+ log.warning(f'{arr.name}: only {rate*100:.1f}% of trains '
+ f'({arr.sizes["trainId"]} out of '
+ f'{len(run.train_ids)}) contain data.')
data = xr.merge(data_arrays, join='inner')
data.attrs['runFolder'] = runFolder
- tim = [k for k in run_mnemonics if 'MCP' in k and k in data]
- if extract_tim and len(tim) > 0:
- data = tbdet.get_tim_peaks(run, mnemonics=tim, merge_with=data,
- bunchPattern=tim_bp)
-
- laser = [k for k in run_mnemonics if 'FastADC' in k and k in data]
- if extract_laser and len(laser) > 0:
- data = tbdet.get_laser_peaks(run, mnemonics=laser, merge_with=data,
- bunchPattern=laser_bp)
+ # backward compatibility with old-defined variables:
+ if extract_tim is not None:
+ extract_adq412 = extract_tim
+ if extract_laser is not None:
+ extract_fadc = extract_laser
+ if tim_bp is not None:
+ adq412_bp = tim_bp
+ if laser_bp is not None:
+ fadc_bp = laser_bp
+
+ adq412 = [k for k in run_mnemonics if 'MCP' in k and k in data]
+ if extract_adq412 and len(adq412) > 0:
+ data = tbdet.get_digitizer_peaks(run, mnemonics=adq412,
+ merge_with=data,
+ bunchPattern=adq412_bp)
+
+ fadc = [k for k in run_mnemonics if ('FastADC' in k)
+ and ('FastADC2_' not in k) and (k in data)]
+ if extract_fadc and len(fadc) > 0:
+ data = tbdet.get_digitizer_peaks(run, mnemonics=fadc, merge_with=data,
+ bunchPattern=fadc_bp)
+ fadc2 = [k for k in run_mnemonics if 'FastADC2_' in k and k in data]
+ if extract_fadc2 and len(fadc2) > 0:
+ data = tbdet.get_digitizer_peaks(run, mnemonics=fadc2, merge_with=data,
+ bunchPattern=fadc2_bp)
xgm = ['XTD10_XGM', 'XTD10_XGM_sigma', 'XTD10_SA3', 'XTD10_SA3_sigma',
'XTD10_SA1', 'XTD10_SA1_sigma', 'SCS_XGM', 'SCS_XGM_sigma',
@@ -266,7 +309,7 @@ def find_run_path(proposalNB, runNB, data='raw'):
return os.path.join(find_proposal(proposalNB), data, runNB)
-def open_run(proposalNB, runNB, subset=ed.by_index[:], **kwargs):
+def open_run(proposalNB, runNB, subset=None, **kwargs):
"""
Get extra_data.DataCollection in a given proposal.
Wraps the extra_data open_run routine and adds subset selection, out of
@@ -279,9 +322,9 @@ def open_run(proposalNB, runNB, subset=ed.by_index[:], **kwargs):
proposal number e.g. 'p002252' or 2252
runNB: (str, int)
run number e.g. 17 or 'r0017'
- subset:
- a subset of train that can be load with by_index[:5] for the first 5
- trains
+ subset: slice or extra_data.by_index or numpy.s_
+ a subset of train that can be loaded with extra_data.by_index[:5] for
+ the first 5 trains. If None, all trains are retrieved.
**kwargs
--------
@@ -296,11 +339,14 @@ def open_run(proposalNB, runNB, subset=ed.by_index[:], **kwargs):
DataCollection object containing information about the specified
run. Data can be loaded using built-in class methods.
"""
- return ed.open_run(proposalNB, runNB, **kwargs).select_trains(subset)
+ run = ed.open_run(proposalNB, runNB, **kwargs)
+ if subset is not None:
+ run = run.select_trains(subset)
+ return run
def get_array(run=None, mnemonic=None, stepsize=None,
- subset=ed.by_index[:], subFolder='raw',
+ subset=None, subFolder='raw',
proposalNB=None, runNB=None):
"""
Loads one data array for the specified mnemonic and rounds its values to
@@ -319,9 +365,9 @@ def get_array(run=None, mnemonic=None, stepsize=None,
stepsize : float
nominal stepsize of the array data - values will be rounded to integer
multiples of this value.
- subset:
- a subset of train that can be load with by_index[:5] for the first 5
- trains
+ subset: slice or extra_data.by_index or numpy.s_
+ a subset of train that can be loaded with extra_data.by_index[:5] for
+ the first 5 trains. If None, all trains are retrieved.
subFolder: (str)
sub-folder from which to load the data. Use 'raw' for raw data
or 'proc' for processed data.
@@ -350,10 +396,12 @@ def get_array(run=None, mnemonic=None, stepsize=None,
"""
if run is None:
run = open_run(proposalNB, runNB, subset, data=subFolder)
- if not isinstance(run, ed.DataCollection):
- raise TypeError(f'run argument has type {type(run)} but '
- 'expected type is extra_data.DataCollection')
- run = run.select_trains(subset)
+ else:
+ if not isinstance(run, ed.DataCollection):
+ raise TypeError(f'run argument has type {type(run)} but '
+ 'expected type is extra_data.DataCollection')
+ if subset is not None:
+ run = run.select_trains(subset)
run_mnemonics = mnemonics_for_run(run)
try:
@@ -377,6 +425,56 @@ def get_array(run=None, mnemonic=None, stepsize=None,
return data
+def load_run_values(prop_or_run, runNB=None, which='mnemonics'):
+ """
+ Load the run value for each mnemonic whose source is a CONTORL
+ source (see extra-data DataCollection.get_run_value() for details)
+
+ Parameters
+ ----------
+ prop_or_run: extra_data DataCollection or int
+ The run (DataCollection) to check for mnemonics.
+ Alternatively, the proposal number (int), for which the runNB
+ is also required.
+ runNB: int
+ The run number. Only used if the first argument is the proposal
+ number.
+ which: str
+ 'mnemonics' or 'all'. If 'mnemonics', only the run values for the
+ ToolBox mnemonics are retrieved. If 'all', a compiled dictionnary
+ of all control sources run values is returned.
+
+ Output
+ ------
+ run_values: a dictionnary containing the mnemonic or all run values.
+ """
+ if which not in ['mnemonics', 'all']:
+ raise ValueError('`which` should be either "mnemonics" or "all"')
+ run = prop_or_run
+ if runNB is not None:
+ run = open_run(prop_or_run, runNB)
+ if which == 'all':
+ run_values = {}
+ for c in run.control_sources:
+ v = run.get_run_values(c)
+ run_values[c] = v
+ return run_values
+
+ mnemos = mnemonics_for_run(run)
+ run_values = {}
+ for m in mnemos:
+ val = None
+ try:
+ if mnemos[m]['source'] in run.control_sources:
+ val = run.get_run_value(mnemos[m]['source'],
+ mnemos[m]['key'])
+ except Exception as e:
+ log.info(f'Error while retrieving {m} mnemonic: {e}')
+ continue
+ run_values[m] = val
+ return run_values
+
+
def concatenateRuns(runs):
""" Sorts and concatenate a list of runs with identical data variables
along the trainId dimension.
@@ -402,18 +500,46 @@ def concatenateRuns(runs):
return result
-def load_bpt(run, merge_with=None, run_mnemonics=None):
- if run_mnemonics is None:
- run_mnemonics = mnemonics_for_run(run)
-
- for key in ['bunchPatternTable', 'bunchPatternTable_SA3']:
- if bool(merge_with) and key in merge_with:
- log.debug(f'Using {key} from merge_with dataset.')
- return merge_with[key]
- if key in run_mnemonics:
- bpt = run.get_array(*run_mnemonics[key].values(),
- name='bunchPatternTable')
- log.debug(f'Loaded {key} from DataCollection.')
- return bpt
- log.debug('Could not find bunch pattern table.')
- return None
+def check_data_rate(run, fields=None):
+ """
+ Calculates the fraction of train ids that contain data in a run.
+
+ Parameters
+ ----------
+ run: extra_data DataCollection
+ the DataCollection associated to the data.
+ fields: str, list of str or dict
+ mnemonics to check. If None, all mnemonics in the run are checked.
+ A custom mnemonic can be defined with a dictionnary: {'extra':
+ {'source': 'SCS_CDIFFT_MAG/SUPPLY/CURRENT', 'key':
+ 'actual_current.value'}}
+ Output
+ ------
+ ret: dictionnary
+ dictionnary with mnemonic as keys and fraction of train ids
+ that contain data as values.
+ """
+ run_mnemonics = mnemonics_for_run(run)
+ if fields is None:
+ fields = run_mnemonics
+ fields = [fields] if isinstance(fields, str) else fields
+ ret = {}
+ for f in fields:
+ if isinstance(f, dict):
+ name = list(f.keys())[0]
+ val = f[name]
+ f = name
+ elif f not in run_mnemonics:
+ log.warning(f'mnemonic {f} not found. Skipping!')
+ continue
+ else:
+ val = run_mnemonics[f]
+ counts = run[val['source']][val['key']].data_counts(False)
+ npulses = counts.max()
+ if npulses == 0: # (only missing data)
+ rate = 0.
+ else:
+ counts = counts / npulses # to only count trains and not pulses
+ rate = counts.sum() / len(run.train_ids)
+ ret[f] = rate
+ return ret
diff --git a/src/toolbox_scs/misc/__init__.py b/src/toolbox_scs/misc/__init__.py
index 3ff302d5efa9d33103e834353fd4f36a0eff5dcd..2d92125e29303ed0444bdd418ce748504b5e4602 100644
--- a/src/toolbox_scs/misc/__init__.py
+++ b/src/toolbox_scs/misc/__init__.py
@@ -1,9 +1,11 @@
from .bunch_pattern import *
from .bunch_pattern_external import *
from .laser_utils import *
+from .undulator import *
__all__ = (
bunch_pattern.__all__
+ bunch_pattern_external.__all__
+ laser_utils.__all__
+ + undulator.__all__
)
diff --git a/src/toolbox_scs/misc/bunch_pattern.py b/src/toolbox_scs/misc/bunch_pattern.py
index 90deb34e53e8d58430147d980e29c367a937025f..a698fe3ffb65599c0d57407ef70b6bc53582c052 100644
--- a/src/toolbox_scs/misc/bunch_pattern.py
+++ b/src/toolbox_scs/misc/bunch_pattern.py
@@ -1,12 +1,14 @@
# -*- coding: utf-8 -*-
""" Toolbox for SCS.
- Various utilities function to quickly process data measured at the SCS instruments.
+ Various utilities function to quickly process data
+ measured at the SCS instruments.
Copyright (2019) SCS Team.
"""
import os
+import logging
import numpy as np
import xarray as xr
@@ -15,13 +17,172 @@ from extra_data import RunDirectory
# import and hide variable, such that it does not alter namespace.
from ..constants import mnemonics as _mnemonics_bp
+from ..mnemonics_machinery import mnemonics_for_run
+from .bunch_pattern_external import is_pulse_at
__all__ = [
'extractBunchPattern',
+ 'get_sase_pId',
+ 'npulses_has_changed',
'pulsePatternInfo',
- 'repRate'
+ 'repRate',
]
+log = logging.getLogger(__name__)
+
+
+def npulses_has_changed(run, loc='sase3', run_mnemonics=None):
+ """
+ Checks if the number of pulses has changed during the run for
+ a specific location `loc` (='sase1', 'sase3', 'scs_ppl' or 'laser')
+ If the source is not found in the run, returns True.
+
+ Parameters
+ ----------
+ run: extra_data.DataCollection
+ DataCollection containing the data.
+ loc: str
+ The location where to check: {'sase1', 'sase3', 'scs_ppl'}
+ run_mnemonics: dict
+ the mnemonics for the run (see `menonics_for_run`)
+
+ Returns
+ -------
+ ret: bool
+ True if the number of pulses has changed or the source was not
+ found, False if the number of pulses did not change.
+ """
+ sase_list = ['sase1', 'sase3', 'laser', 'scs_ppl']
+ if loc not in sase_list:
+ raise ValueError(f"Unknow sase location '{loc}'. Expected one in"
+ f"{sase_list}")
+ if run_mnemonics is None:
+ run_mnemonics = mnemonics_for_run(run)
+ if loc == 'scs_ppl':
+ loc = 'laser'
+ if loc not in run_mnemonics:
+ return True
+ if run_mnemonics[loc]['key'] not in run[run_mnemonics[loc]['source']].keys():
+ log.info(f'Mnemonic {loc} not found in run.')
+ return True
+ npulses = run.get_array(*run_mnemonics['npulses_'+loc].values())
+ if len(np.unique(npulses)) == 1:
+ return False
+ return True
+
+
+def get_unique_sase_pId(run, loc='sase3', run_mnemonics=None):
+ """
+ Assuming that the number of pulses did not change during the run,
+ returns the pulse Ids as the run value of the sase mnemonic.
+
+ Parameters
+ ----------
+ run: extra_data.DataCollection
+ DataCollection containing the data.
+ loc: str
+ The location where to check: {'sase1', 'sase3', 'scs_ppl'}
+ run_mnemonics: dict
+ the mnemonics for the run (see `menonics_for_run`)
+
+ Returns
+ -------
+ pulseIds: np.array
+ the pulse ids at the specified location. Returns None if the
+ mnemonic is not in the run.
+ """
+ if run_mnemonics is None:
+ run_mnemonics = mnemonics_for_run(run)
+ if loc == 'scs_ppl':
+ loc = 'laser'
+ if loc not in run_mnemonics:
+ # bunch pattern not recorded
+ return None
+ npulses = run.get_run_value(run_mnemonics['npulses_'+loc]['source'],
+ run_mnemonics['npulses_'+loc]['key'])
+ pulseIds = run.get_run_value(run_mnemonics[loc]['source'],
+ run_mnemonics[loc]['key'])[:npulses]
+ return pulseIds
+
+
+def get_sase_pId(run, loc='sase3', run_mnemonics=None,
+ bpt=None, merge_with=None):
+ """
+ Returns the pulse Ids of the specified `loc` during a run.
+ If the number of pulses has changed during the run, it loads the
+ bunch pattern table and extract all pulse Ids used.
+
+ Parameters
+ ----------
+ run: extra_data.DataCollection
+ DataCollection containing the data.
+ loc: str
+ The location where to check: {'sase1', 'sase3', 'scs_ppl'}
+ run_mnemonics: dict
+ the mnemonics for the run (see `menonics_for_run`)
+ bpt: 2D-array
+ The bunch pattern table. Used only if the number of pulses
+ has changed. If None, it is loaded on the fly.
+ merge_with: xarray.Dataset
+ dataset that may contain the bunch pattern table to use in
+ case the number of pulses has changed. If merge_with does
+ not contain the bunch pattern table, it is loaded and added
+ as a variable 'bunchPatternTable' to merge_with.
+
+ Returns
+ -------
+ pulseIds: np.array
+ the pulse ids at the specified location. Returns None if the
+ mnemonic is not in the run.
+ """
+ if npulses_has_changed(run, loc, run_mnemonics) is False:
+ return get_unique_sase_pId(run, loc, run_mnemonics)
+ if bpt is None:
+ bpt = load_bpt(run, merge_with, run_mnemonics)
+ if bpt is not None:
+ mask = is_pulse_at(bpt, loc)
+ return np.unique(np.nonzero(mask.values)[1])
+ return None
+
+
+def load_bpt(run, merge_with=None, run_mnemonics=None):
+ """
+ Load the bunch pattern table. It returns the one contained in
+ merge_with if possible. Or, it adds it to merge_with once it is
+ loaded.
+
+ Parameters
+ ----------
+ run: extra_data.DataCollection
+ DataCollection containing the data.
+ merge_with: xarray.Dataset
+ dataset that may contain the bunch pattern table or to which
+ add the bunch pattern table once loaded.
+ run_mnemonics: dict
+ the mnemonics for the run (see `menonics_for_run`)
+
+ Returns
+ -------
+ bpt: xarray.Dataset
+ the bunch pattern table as specified by the mnemonics
+ 'bunchPatternTable'
+ """
+ if run_mnemonics is None:
+ run_mnemonics = mnemonics_for_run(run)
+ for key in ['bunchPatternTable', 'bunchPatternTable_SA3']:
+ if merge_with is not None and key in merge_with:
+ log.debug(f'Using {key} from merge_with dataset.')
+ return merge_with[key]
+ if key in run_mnemonics:
+ bpt = run.get_array(*run_mnemonics[key].values(),
+ name='bunchPatternTable')
+ log.debug(f'Loaded {key} from DataCollection.')
+ if merge_with is not None:
+ merge_with.update(merge_with.merge(bpt, join='inner'))
+ return bpt
+ log.debug('Could not find bunch pattern table.')
+ return None
+
def extractBunchPattern(bp_table=None, key='sase3', runDir=None):
''' generate the bunch pattern and number of pulses of a source directly from the
@@ -177,13 +338,16 @@ def repRate(data=None, runNB=None, proposalNB=None, key='sase3'):
''' Calculates the pulse repetition rate (in kHz) in sase
according to the bunch pattern and assuming a grid of
4.5 MHz.
+
Inputs:
+ -------
data: xarray Dataset containing pulse pattern, needed if runNB is none
runNB: int or str, run number. Needed if data is None
proposal: int or str, proposal where to find the run. Needed if data is None
key: str in [sase1, sase2, sase3, scs_ppl], source for which the
repetition rate is calculated
Output:
+ -------
f: repetition rate in kHz
'''
if runNB is None and data is None:
diff --git a/src/toolbox_scs/misc/bunch_pattern_external.py b/src/toolbox_scs/misc/bunch_pattern_external.py
index 70d6afce8025f0d2ff271091cb23bb0be1f0e417..b609f4e13a79c5bcf2c90c6ffe223ba4b36472b5 100644
--- a/src/toolbox_scs/misc/bunch_pattern_external.py
+++ b/src/toolbox_scs/misc/bunch_pattern_external.py
@@ -1,6 +1,5 @@
"""
A collection of wrappers around the the euxfel_bunch_pattern pkg
-----------------------------------------------------------------
The euxfel_bunch_pattern package provides generic methods to extract
information from the bunch pattern tables. To ease its use from within
diff --git a/src/toolbox_scs/misc/laser_utils.py b/src/toolbox_scs/misc/laser_utils.py
index 0f052966b995f89e013779378436940bd4c79c59..9395f046fec085b6230430b485934aafa23c7110 100644
--- a/src/toolbox_scs/misc/laser_utils.py
+++ b/src/toolbox_scs/misc/laser_utils.py
@@ -1,7 +1,9 @@
__all__ = [
'degToRelPower',
'positionToDelay',
+ 'delayToPosition',
'fluenceCalibration',
+ 'align_ol_to_fel_pId'
]
import numpy as np
@@ -24,6 +26,22 @@ def positionToDelay(pos, origin=0, invert=True, reflections=1):
return 2*reflections*(pos-origin)*x/c_
+def delayToPosition(delay, origin=0, invert=True, reflections=1):
+ ''' converts an optical delay in picosecond into a motor position in mm
+ Inputs:
+ delay: array-like delay in ps
+ origin: motor position of time zero in mm
+ invert: bool, inverts the sign of delay if True
+ reflections: number of bounces in the delay stage
+
+ Output:
+ delay in picosecond
+ '''
+ c_ = 299792458 * 1e-9 # speed of light in mm/ps
+ x = -1 if invert else 1
+ return origin + 0.5 * x * delay * c_ / reflections
+
+
def degToRelPower(x, theta0=0):
''' converts a half-wave plate position in degrees into relative power
between 0 and 1.
@@ -112,3 +130,46 @@ def fluenceCalibration(hwp, power_mW, npulses, w0x, w0y=None,
ax2.set_ylabel(r'Pulse energy [$\mu$J]')
return F*1e-1, fit_F, E*1e6, fit_E
+
+
+def align_ol_to_fel_pId(ds, ol_dim='ol_pId', fel_dim='sa3_pId',
+ offset=0, fill_value=np.nan):
+ '''
+ Aligns the optical laser (OL) pulse Ids to the FEL pulse Ids.
+ The new OL coordinates are calculated as ds[ol_dim] +
+ ds[fel_dim][0] + offset. The ol_dim is then removed, and if the number
+ of OL and FEL pulses are different, the missing values are replaced by
+ fill_value (NaN by default).
+
+ Parameters
+ ----------
+ ds: xarray.Dataset
+ Dataset containing both OL and FEL dimensions
+ ol_dim: str
+ name of the OL dimension
+ fel_dim: str
+ name of the FEL dimension
+ offset: int
+ offset added to the OL pulse Ids.
+ fill_value: (scalar or dict-like, optional)
+ Value to use for newly missing values. If a dict-like, maps variable
+ names to fill values. Use a data array’s name to refer to its values.
+
+ Output
+ ------
+ ds: xarray.Dataset
+ The newly aligned dataset
+ '''
+ fel_vars = [v for v in ds if fel_dim in ds[v].dims]
+ ol_vars = [v for v in ds if ol_dim in ds[v].dims] + [ol_dim]
+ if len(set.intersection(set(fel_vars), set(ol_vars))) > 0:
+ raise ValueError('Variables share ol and fel dimensions: no alignment'
+ ' possible.')
+ ds_fel = ds.drop(ol_vars)
+ ds_ol = ds[ol_vars]
+ ds_ol = ds_ol.assign_coords({ol_dim: ds[ol_dim] +
+ ds[fel_dim][0].values + offset})
+ ds_ol = ds_ol.rename({ol_dim: fel_dim})
+ ds = ds_fel.merge(ds_ol, join='outer', fill_value=fill_value)
+ return ds
+
diff --git a/src/toolbox_scs/misc/undulator.py b/src/toolbox_scs/misc/undulator.py
new file mode 100644
index 0000000000000000000000000000000000000000..9169044e0c3565fbada0e346d726dcda187b869e
--- /dev/null
+++ b/src/toolbox_scs/misc/undulator.py
@@ -0,0 +1,82 @@
+__all__ = [
+ 'get_undulator_config',
+]
+
+import numpy as np
+import xarray as xr
+from toolbox_scs.load import load_run_values
+import matplotlib.pyplot as plt
+
+
+def get_undulator_cells(run, park_pos=62.0):
+ rvalues = run.get_run_values('SA3_XTD4_UND/DOOCS/UNDULATOR_CELLS')
+ rvalues = {k: rvalues[k] for k in rvalues.keys()
+ if '.gapApplied.value' in k or '.kApplied.value' in k}
+ cells = list(range(2, 13)) + list(range(14, 24))
+ keys = np.unique([k.replace('.gapApplied.value',
+ '').replace('.kApplied.value',
+ '') for k in rvalues])
+ assert len(keys) == len(cells)
+ result = [[], [], []]
+ names = ['gap', 'K', 'cell_name']
+ for i, k in enumerate(keys):
+ result[0].append(rvalues[k + '.gapApplied.value'])
+ result[1].append(rvalues[k + '.kApplied.value'])
+ result[2].append(k)
+ result = xr.merge([xr.DataArray(result[i], dims='cell',
+ coords={'cell': cells},
+ name=names[i]) for i in range(3)])
+ result['closed'] = result['gap'] < park_pos
+ return result
+
+
+def plot_undulator_config(ds, park_pos):
+ fig, ax = plt.subplots(figsize=(6, 3))
+ ax.bar(ds.cell, ds.gap - park_pos-1, bottom=park_pos+1, alpha=0.5)
+ for c in ds.cell:
+ ax.text(c-.25, park_pos/2, f"K={ds.sel(cell=c).K.values:.4f}",
+ rotation='vertical')
+ ax.set_ylim(0, park_pos+1)
+ ax.invert_yaxis()
+ ax.set_xlabel('CELL #')
+ ax.set_ylabel('gap size')
+
+
+def get_undulator_config(run, park_pos=62.0, plot=True):
+ '''
+ Extract the undulator cells configuration from a given run.
+ The gap size and K factor as well as the magnetic chicane delay and photon
+ energy of colors 1, 2 and 3 are compiled into an xarray Dataset.
+
+ Note:
+ This function looks at run control values, it does not reflect any change
+ of values during the run. Do not use to extract configuration when scanning
+ the undulator.
+
+ Parameters
+ ----------
+ run: EXtra-Data DataCollection
+ The run containing the undulator information
+ park_pos: float, optional
+ The parked position of a cell (i.e. when fully opened)
+ plot: bool, optional
+ If True, plot the undulator cells configuration
+
+ Returns
+ -------
+ cells: xarray Dataset
+ The resulting dataset of the undulator configuration
+ '''
+ ds = get_undulator_cells(run, park_pos)
+ rvalues = load_run_values(run)
+ attrs = {}
+ if 'UND' in rvalues:
+ attrs = {f'color_{i+1}_keV': rvalues[k] for
+ i, k in enumerate(['UND', 'UND2', 'UND3'])}
+ if 'MAG_CHICANE_DELAY' in rvalues:
+ attrs['MAG_CHICANE_DELAY'] = rvalues['MAG_CHICANE_DELAY']
+ for k in attrs:
+ ds.attrs[k] = attrs[k]
+ if plot:
+ plot_undulator_config(ds, park_pos)
+ return ds
diff --git a/src/toolbox_scs/mnemonics_machinery.py b/src/toolbox_scs/mnemonics_machinery.py
index 10a42d9f4ba896f00eec407071d772956febf591..d32fc78b9dac63599eaa7d8c5fe4d60ff61eb241 100644
--- a/src/toolbox_scs/mnemonics_machinery.py
+++ b/src/toolbox_scs/mnemonics_machinery.py
@@ -10,6 +10,8 @@ import logging
from .constants import mnemonics as _mnemonics
from extra_data import open_run
+from copy import deepcopy
+
__all__ = [
'mnemonics_for_run'
]
@@ -98,7 +100,7 @@ def mnemonics_to_process(mnemo_list, merge_with, detector, func=None):
merge_with: xarray Dataset
Dataset that may contain non-processed arrays
detector: str
- One in {'ADQ412', 'FastADC', 'XGM', 'BAM', 'PES'}
+ One in {'ADQ412', 'FastADC', 'FastADC2', 'XGM', 'BAM', 'PES'}
func: function
function that takes one argument, an unprocessed mnemonic string,
and converts it into a processed one, i.e. from 'MCP2apd' to
@@ -112,7 +114,9 @@ def mnemonics_to_process(mnemo_list, merge_with, detector, func=None):
if func is None:
def func(x):
return x
-
+ det_list = ['ADQ412', 'FastADC', 'FastADC2', 'XGM', 'BAM', 'PES']
+ if detector not in det_list:
+ raise ValueError(f"Detector not supported. Expecting one in {det_list}")
if detector == 'BAM':
det_mnemos = [m for m in _mnemonics if 'BAM' in m]
default_mnemo = 'BAM1932M'
@@ -130,9 +134,14 @@ def mnemonics_to_process(mnemo_list, merge_with, detector, func=None):
default_mnemo = 'MCP2apd'
default_processed = 'MCP2peaks'
if detector == 'FastADC':
- det_mnemos = [m for m in _mnemonics if 'FastADC' in m]
+ det_mnemos = [m for m in _mnemonics if 'FastADC' in m\
+ and 'FastADC2_' not in m]
default_mnemo = 'FastADC5raw'
default_processed = 'FastADC5peaks'
+ if detector == 'FastADC2':
+ det_mnemos = [m for m in _mnemonics if 'FastADC2_' in m]
+ default_mnemo = 'FastADC2_5raw'
+ default_processed = 'FastADC2_5peaks'
if detector == 'PES':
det_mnemos = [m for m in _mnemonics if 'PES' in m and 'raw' in m]
default_mnemo = 'PES_W_raw'
diff --git a/src/toolbox_scs/routines/Reflectivity.py b/src/toolbox_scs/routines/Reflectivity.py
new file mode 100644
index 0000000000000000000000000000000000000000..eef1cb375826fcd3f05f439bfb6c430c9db486fb
--- /dev/null
+++ b/src/toolbox_scs/routines/Reflectivity.py
@@ -0,0 +1,220 @@
+""" Toolbox for SCS.
+
+ Various utilities function to quickly process data measured
+ at the SCS instrument.
+
+ Copyright (2019-) SCS Team.
+"""
+import matplotlib.pyplot as plt
+import numpy as np
+import xarray as xr
+import re
+from toolbox_scs.misc.laser_utils import positionToDelay as pTd
+from toolbox_scs.routines.XAS import xas
+
+__all__ = [
+ 'reflectivity'
+]
+
+
+def prepare_reflectivity_ds(ds, Iokey, Irkey, alternateTrains,
+ pumpOnEven, pumpedOnly):
+ """
+ Sorts the dataset according to the bunch pattern:
+ Alternating pumped/unpumped pulses, alternating pumped/unpumped
+ trains, or pumped only.
+ """
+ assert ds[Iokey].dims == ds[Irkey].dims, \
+ f"{Iokey} and {Irkey} do not share dimensions."
+ if alternateTrains:
+ p = 0 if pumpOnEven else 1
+ pumped_tid = ds['trainId'].where(ds.trainId % 2 == p, drop=True)
+ unpumped_tid = ds['trainId'].where(ds.trainId % 2 == int(not p),
+ drop=True)
+ max_size = min(pumped_tid.size, unpumped_tid.size)
+ pumped = ds.sel(trainId=pumped_tid[:max_size])
+ unpumped = ds.sel(trainId=unpumped_tid[:max_size]
+ ).assign_coords(trainId=pumped.trainId)
+ for v in [Iokey, Irkey]:
+ pumped[v+'_unpumped'] = unpumped[v].rename(v+'_unpumped')
+ ds = pumped
+ elif pumpedOnly is False:
+ # check that number of pulses is even with pumped / unpumped pattern
+ dim_name = [dim for dim in ds[Iokey].dims if dim != 'trainId'][0]
+ if ds[dim_name].size % 2 == 1:
+ ds = ds.isel({dim_name: slice(0, -1)})
+ print('The dataset contains an odd number of pulses '
+ 'per train. Ignoring the last pulse.')
+ pumped = ds.isel({dim_name: slice(0, None, 2)})
+ unpumped = ds.isel({dim_name: slice(1, None, 2)}).assign_coords(
+ {dim_name: pumped[dim_name]})
+ for v in [Iokey, Irkey]:
+ pumped[v+'_unpumped'] = unpumped[v].rename(v+'_unpumped')
+ ds = pumped
+ return ds
+
+
+def reflectivity(data, Iokey='FastADC5peaks', Irkey='FastADC3peaks',
+ delaykey='PP800_DelayLine', binWidth=0.05,
+ positionToDelay=True, origin=None, invert=False,
+ pumpedOnly=False, alternateTrains=False, pumpOnEven=True,
+ Ioweights=False, plot=True, plotErrors=True, units='mm'
+ ):
+ """
+ Computes the reflectivity R = 100*(Ir/Io[pumped] / Ir/Io[unpumped] - 1)
+ as a function of delay. Delay can be a motor position in mm or an
+ optical delay in ps, with possibility to convert from position to delay.
+ The default scheme is alternating pulses pumped/unpumped/... in each
+ train, also possible are alternating trains and pumped only.
+ If fitting is enabled, attempts a double exponential (default) or step
+ function fit.
+
+ Parameters
+ ----------
+ data: xarray Dataset
+ Dataset containing the Io, Ir and delay data
+ Iokey: str
+ Name of the Io variable
+ Irkey: str
+ Name of the Ir variable
+ delaykey: str
+ Name of the delay variable (motor position in mm or
+ optical delay in ps)
+ binWidth: float
+ width of bin in units of delay variable
+ positionToDelay: bool
+ If True, adds a time axis converted from position axis according
+ to origin and invert parameters. Ignored if origin is None.
+ origin: float
+ Position of time overlap, shown as a vertical line.
+ Used if positionToDelay is True to convert position to time axis.
+ invert: bool
+ Used if positionToDelay is True to convert position to time axis.
+ pumpedOnly: bool
+ Assumes that all trains and pulses are pumped. In this case,
+ Delta R is defined as Ir/Io.
+ alternateTrains: bool
+ If True, assumes that trains alternate between pumped and
+ unpumped data.
+ pumpOnEven: bool
+ Only used if alternateTrains=True. If True, even trains are pumped,
+ if False, odd trains are pumped.
+ Ioweights: bool
+ If True, computes the ratio of the means instead of the mean of
+ the ratios Irkey/Iokey. Useful when dealing with large intensity
+ variations.
+ plot: bool
+ If True, plots the results.
+ plotErrors: bool
+ If True, plots the 95% confidence interval.
+
+ Output
+ ------
+ xarray Dataset containing the binned Delta R, standard deviation,
+ standard error, counts and delays, and the fitting results if full
+ is True.
+ """
+ # select relevant variables from dataset
+ variables = [Iokey, Irkey, delaykey]
+ ds = data[variables]
+ # prepare dataset according to pulse pattern
+ ds = prepare_reflectivity_ds(ds, Iokey, Irkey, alternateTrains,
+ pumpOnEven, pumpedOnly)
+
+ if (len(ds[delaykey].dims) > 1) and (ds[delaykey].dims !=
+ ds[Iokey].dims):
+ raise ValueError("Dimensions mismatch: delay variable has dims "
+ f"{ds[delaykey].dims} but (It, Io) variables have "
+ f"dims {ds[Iokey].dims}.")
+
+ bin_delays = binWidth * np.round(ds[delaykey] / binWidth)
+ ds[delaykey+'_binned'] = bin_delays
+ counts = xr.ones_like(ds[Iokey]).groupby(bin_delays).sum(...)
+ if Ioweights is False:
+ ds['deltaR'] = ds[Irkey]/ds[Iokey]
+ if pumpedOnly is False:
+ ds['deltaR'] = 100*(ds['deltaR'] /
+ (ds[Irkey+'_unpumped']/ds[Iokey+'_unpumped']) - 1)
+ groupBy = ds.groupby(bin_delays)
+ binned = groupBy.mean(...)
+ std = groupBy.std(...)
+ binned['deltaR_std'] = std['deltaR']
+ binned['deltaR_stderr'] = std['deltaR'] / np.sqrt(counts)
+ binned['counts'] = counts.astype(int)
+ else:
+ xas_pumped = xas(ds, Iokey=Iokey, Itkey=Irkey, nrjkey=delaykey,
+ fluorescence=True, bins=binWidth)
+ if pumpedOnly:
+ deltaR = xas_pumped['muA']
+ stddev = xas_pumped['sigmaA']
+ else:
+ xas_unpumped = xas(ds, Iokey=Iokey+'_unpumped',
+ Itkey=Irkey+'_unpumped', nrjkey=delaykey,
+ fluorescence=True, bins=binWidth)
+ deltaR = 100*(xas_pumped['muA'] / xas_unpumped['muA'])
+ stddev = np.abs(deltaR) * np.sqrt(
+ (xas_pumped['sigmaA']/xas_pumped['muA'])**2 +
+ (xas_unpumped['sigmaA']/xas_unpumped['muA'])**2)
+ deltaR -= 100
+ deltaR = xr.DataArray(deltaR, dims=delaykey, name='deltaR',
+ coords={delaykey: xas_pumped['nrj']})
+ stddev = xr.DataArray(stddev, dims=delaykey, name='deltaR_std',
+ coords={delaykey: xas_pumped['nrj']})
+ stderr = xr.DataArray(stddev / np.sqrt(xas_pumped['counts']),
+ dims=delaykey, name='deltaR_stderr',
+ coords={delaykey: xas_pumped['nrj']})
+ counts = xr.DataArray(xas_pumped['counts'], dims=delaykey,
+ name='counts',
+ coords={delaykey: xas_pumped['nrj']})
+ binned = xr.merge([deltaR, stddev, stderr, counts])
+
+ # copy attributes
+ for key, val in data.attrs.items():
+ binned.attrs[key] = val
+
+ binned = binned.rename({delaykey: 'delay'})
+
+ if plot:
+ plot_reflectivity(binned, delaykey, positionToDelay,
+ origin, invert, plotErrors, units)
+
+ return binned
+
+
+def plot_reflectivity(data, delaykey, positionToDelay, origin,
+ invert, plotErrors, units):
+ fig, ax = plt.subplots(figsize=(6, 4), constrained_layout=True)
+ ax.plot(data['delay'], data['deltaR'], 'o-', color='C0')
+ xlabel = delaykey + f' [{units}]'
+ if plotErrors:
+ ax.fill_between(data['delay'],
+ data['deltaR'] - 1.96*data['deltaR_stderr'],
+ data['deltaR'] + 1.96*data['deltaR_stderr'],
+ color='C0', alpha=0.2)
+ ax2 = ax.twinx()
+ ax2.bar(data['delay'], data['counts'],
+ width=0.80*(data['delay'][1]-data['delay'][0]),
+ color='C1', alpha=0.2)
+ ax2.set_ylabel('counts', color='C1', fontsize=13)
+ ax2.set_ylim(0, data['counts'].max()*3)
+ if origin is not None:
+ ax.axvline(origin, color='grey', ls='--')
+ if positionToDelay:
+ ax3 = ax.twiny()
+ xmin, xmax = ax.get_xlim()
+ ax3.set_xlim(pTd(xmin, origin, invert),
+ pTd(xmax, origin, invert),)
+ ax3.set_xlabel('delay [ps]', fontsize=13)
+ try:
+ proposalNB = int(re.findall(r'p(\d{6})',
+ data.attrs['runFolder'])[0])
+ runNB = int(re.findall(r'r(\d{4})', data.attrs['runFolder'])[0])
+ ax.set_title(f'run {runNB} p{proposalNB}', fontsize=14)
+ except Exception:
+ if 'plot_title' in data.attrs:
+ ax.set_title(data.attrs['plot_title'])
+ ax.set_xlabel(xlabel, fontsize=13)
+ ax.set_ylabel(r'$\Delta R$ [%]', color='C0', fontsize=13)
+ ax.grid()
+
+ return fig, ax
diff --git a/src/toolbox_scs/routines/XAS.py b/src/toolbox_scs/routines/XAS.py
index 63c34c206188fc770cd9fa1f635186d62d41ca72..696bda9190a6de5b28afb650d8bdbadd22250030 100644
--- a/src/toolbox_scs/routines/XAS.py
+++ b/src/toolbox_scs/routines/XAS.py
@@ -9,6 +9,7 @@
Copyright (2017-2019) Loïc Le Guyader <loic.le.guyader@xfel.eu>
"""
+from toolbox_scs.base.knife_edge import arrays_to1d
import numpy as np
import matplotlib.gridspec as gridspec
import matplotlib.pyplot as plt
@@ -153,18 +154,8 @@ def xas(nrun, bins=None, Iokey='SCS_SA3', Itkey='MCP3peaks', nrjkey='nrj',
muIo: the mean of the Io
counts: the number of events in each bin
"""
- if 'pulseId' in nrun:
- pId = 'pulseId'
- else:
- pId = 'sa3_pId'
-
Io = nrun[Iokey].values.flatten() + Iooffset
- It = nrun[Itkey].values.flatten()
-
- if pId in nrun[nrjkey].dims:
- nrj = nrun[nrjkey].values.flatten()
- else:
- nrj = np.repeat(nrun[nrjkey].values.flatten(), nrun.dims[pId])
+ nrj, It = arrays_to1d(nrun[nrjkey].values, nrun[Itkey].values)
names_list = ['nrj', 'Io', 'It']
rundata = np.vstack((nrj, Io, It))
diff --git a/src/toolbox_scs/routines/__init__.py b/src/toolbox_scs/routines/__init__.py
index 1452cf1e2531fb13dd4b6658dc04f01c000c3299..286975a0a1b279adfc553845673801c4376aa589 100644
--- a/src/toolbox_scs/routines/__init__.py
+++ b/src/toolbox_scs/routines/__init__.py
@@ -1,5 +1,6 @@
from .XAS import *
from .boz import *
+from .Reflectivity import *
# Module name is the same as a child function, we use alias to avoid conflict
import toolbox_scs.routines.knife_edge as knife_edge_module
@@ -9,4 +10,5 @@ __all__ = (
knife_edge_module.__all__
+ XAS.__all__
+ boz.__all__
+ + Reflectivity.__all__
)
diff --git a/src/toolbox_scs/routines/boz.py b/src/toolbox_scs/routines/boz.py
index b3c60ece62c0a98c2b33f0a6fe6115c1ccc99402..e04032599dadc3b38ad91d5ce42030340725f911 100644
--- a/src/toolbox_scs/routines/boz.py
+++ b/src/toolbox_scs/routines/boz.py
@@ -23,16 +23,47 @@ from extra_geom import DSSC_1MGeometry
from toolbox_scs.routines.XAS import xas
+try:
+ import cupy as cp
+ _can_use_gpu = True
+except ModuleNotFoundError:
+ _can_use_gpu = False
+ print('Cupy is not installed in this environment, no access to the GPU')
+except ImportError:
+ _can_use_gpu = False
+ print('Not currently running on a GPU node')
+
+
__all__ = [
- 'load_dssc_module',
+ 'parameters',
+ 'get_roi_pixel_pos',
+ 'bad_pixel_map',
'inspect_dark',
- 'average_module',
- 'plane_fitting',
+ 'histogram_module',
+ 'inspect_histogram',
+ 'find_rois',
+ 'find_rois_from_params',
+ 'inspect_rois',
'compute_flat_field_correction',
+ 'inspect_flat_field_domain',
+ 'inspect_plane_fitting',
+ 'plane_fitting_domain',
+ 'plane_fitting',
+ 'ff_refine_crit',
+ 'ff_refine_fit',
+ 'nl_domain',
+ 'nl_lut',
'nl_crit',
+ 'nl_fit',
+ 'inspect_nl_fit',
+ 'snr',
+ 'inspect_Fnl',
'inspect_correction',
- 'find_rois',
- 'nl_domain'
+ 'load_dssc_module',
+ 'average_module',
+ 'process_module',
+ 'process',
+ 'inspect_saturation'
]
@@ -50,15 +81,19 @@ class parameters():
run: int, run number for the data run
module: int, DSSC module number
gain: float, number of ph per bin
+ drop_intra_darks: drop every second DSSC frame
"""
- def __init__(self, proposal, darkrun, run, module, gain):
+ def __init__(self, proposal, darkrun, run, module, gain,
+ drop_intra_darks=True):
self.proposal = proposal
self.darkrun = darkrun
self.run = run
self.module = module
self.pixel_pos = _get_pixel_pos(self.module)
self.gain = gain
+ self.drop_intra_darks = drop_intra_darks
+ self.mask = None
self.mask_idx = None
self.mean_th = (None, None)
self.std_th = (None, None)
@@ -73,6 +108,8 @@ class parameters():
self.ff_alpha = None
self.ff_max_iter = None
+ self._using_gpu = False
+
self.Fnl = None
self.nl_alpha = None
self.sat_level = None
@@ -87,14 +124,38 @@ class parameters():
def dask_load_persistently(self):
"""Load dask data array in memory."""
self.arr_dark, self.tid_dark = load_dssc_module(self.proposal,
- self.darkrun, self.module, drop_intra_darks=True, persist=True)
+ self.darkrun, self.module, drop_intra_darks=self.drop_intra_darks,
+ persist=True)
self.arr, self.tid = load_dssc_module(self.proposal, self.run,
- self.module, drop_intra_darks=True, persist=True)
+ self.module, drop_intra_darks=self.drop_intra_darks, persist=True)
# make sure to rechunk the arrays
self.arr = self.arr.rechunk(('auto', -1, -1, -1))
self.arr_dark = self.arr_dark.rechunk(('auto', -1, -1, -1))
+ def use_gpu(self):
+ assert _can_use_gpu, 'Failed to import cupy'
+ gpu_mem_gb = cp.cuda.Device().mem_info[1] / 2**30
+ if gpu_mem_gb < 30:
+ print(f'Warning: GPU memory ({gpu_mem_gb}GB) may be insufficient')
+ if self._using_gpu:
+ return
+ assert (
+ self.arr is not None and
+ self.arr_dark is not None
+ ), "Must load data before switching to GPU"
+ if self.mask is not None:
+ self.mask = cp.array(self.mask)
+ # moving full data to GPU
+ limit = 2**30
+ self.arr = da.array(
+ cp.array(self.arr.compute())
+ ).rechunk(('auto', -1, -1, -1), block_size_limit=limit)
+ self.arr_dark = da.array(
+ cp.array(self.arr_dark.compute())
+ ).rechunk(('auto', -1, -1, -1), block_size_limit=limit)
+ self._using_gpu = True
+
def set_mask(self, arr):
"""Set mask of bad pixels.
@@ -113,6 +174,9 @@ class parameters():
mask[k[0], k[1]] = False
self.mask = mask
+ if self._using_gpu:
+ self.mask = cp.array(self.mask)
+
def get_mask(self):
"""Get the boolean array bad pixel of a DSSC module."""
return self.mask
@@ -122,7 +186,7 @@ class parameters():
return self.mask_idx
def flat_field_guess(self, guess=None):
- """Set the flat field guess parameter for the fit and returns it.
+ """Set the flat-field guess parameter for the fit and returns it.
Inputs
------
@@ -147,7 +211,7 @@ class parameters():
def set_flat_field(self, plane,
prod_th=None, ratio_th=None):
- """Set the flat field plane definition."""
+ """Set the flat-field plane definition."""
if type(plane) is not list:
self.flat_field = plane.tolist()
else:
@@ -158,7 +222,7 @@ class parameters():
self.flat_field_ratio_th = ratio_th
def get_flat_field(self):
- """Get the flat field plane definition."""
+ """Get the flat-field plane definition."""
if self.flat_field is None:
return None
else:
@@ -176,7 +240,10 @@ class parameters():
if self.Fnl is None:
return None
else:
- return np.array(self.Fnl)
+ if self._using_gpu:
+ return cp.array(self.Fnl)
+ else:
+ return np.array(self.Fnl)
def save(self, path='./'):
"""Save the parameters as a JSON file.
@@ -191,6 +258,7 @@ class parameters():
v['run'] = self.run
v['module'] = self.module
v['gain'] = self.gain
+ v['drop_intra_darks'] = self.drop_intra_darks
v['mask'] = self.mask_idx
v['mean_th'] = self.mean_th
@@ -229,7 +297,8 @@ class parameters():
"""
with open(fname, 'r') as f:
v = json.load(f)
- c = cls(v['proposal'], v['darkrun'], v['run'], v['module'], v['gain'])
+ c = cls(v['proposal'], v['darkrun'], v['run'], v['module'], v['gain'],
+ v['drop_intra_darks'])
c.mean_th = v['mean_th']
c.std_th = v['std_th']
@@ -255,6 +324,7 @@ class parameters():
def __str__(self):
f = f'proposal:{self.proposal} darkrun:{self.darkrun} run:{self.run}'
f += f' module:{self.module} gain:{self.gain} ph/bin\n'
+ f += f'drop intra darks:{self.drop_intra_darks}\n'
if self.mask_idx is not None:
f += f'mean threshold:{self.mean_th} std threshold:{self.std_th}\n'
@@ -265,7 +335,7 @@ class parameters():
f += f'rois threshold: {self.rois_th}\n'
f += f'rois: {self.rois}\n'
- f += f'flat field p: {self.flat_field} prod:{self.flat_field_prod_th} ratio:{self.flat_field_ratio_th}\n'
+ f += f'flat-field p: {self.flat_field} prod:{self.flat_field_prod_th} ratio:{self.flat_field_ratio_th}\n'
f += f'plane guess fit: {self.plane_guess_fit}\n'
f += f'use hexagons: {self.use_hex}\n'
f += f'enforce mirror symmetry: {self.force_mirror}\n'
@@ -280,6 +350,14 @@ class parameters():
return f
+def ensure_on_host(arr):
+ # load data back from GPU - if it was on GPU
+ if hasattr(arr, "__cuda_array_interface__"): # avoid importing CuPy
+ return arr.get()
+ elif isinstance(arr, (da.Array,)):
+ return arr.map_blocks(ensure_on_host)
+ return arr
+
# Hexagonal pixels related function
def _get_pixel_pos(module):
@@ -431,8 +509,8 @@ def inspect_dark(arr, mean_th=(None, None), std_th=(None, None)):
fig: matplotlib figure
"""
# compute mean and std
- dark_mean = arr.mean(axis=(0, 1)).compute()
- dark_std = arr.std(axis=(0, 1)).compute()
+ dark_mean = ensure_on_host(arr.mean(axis=(0, 1)).compute())
+ dark_std = ensure_on_host(arr.std(axis=(0, 1)).compute())
fig = plt.figure(figsize=(7, 2.7))
gs = fig.add_gridspec(2, 4)
@@ -522,13 +600,13 @@ def inspect_histogram(arr, arr_dark=None, mask=None, extra_lines=False):
f = plt.figure(figsize=(6, 3))
ax = plt.gca()
- h = histogram_module(arr, mask=mask)
+ h = ensure_on_host(histogram_module(arr, mask=mask))
Sum_h = np.sum(h)
ax.plot(np.arange(2**9), h/Sum_h, marker='o',
ms=3, markerfacecolor='none', lw=1)
if arr_dark is not None:
- hd = histogram_module(arr_dark, mask=mask)
+ hd = ensure_on_host(histogram_module(arr_dark, mask=mask))
Sum_hd = np.sum(hd)
ax.plot(np.arange(2**9), hd/Sum_hd, marker='o',
ms=3, markerfacecolor='none', lw=1, c='k', alpha=.5)
@@ -557,13 +635,14 @@ def inspect_histogram(arr, arr_dark=None, mask=None, extra_lines=False):
# rois related function
-def find_rois(data_mean, threshold):
+def find_rois(data_mean, threshold, extended=False):
"""Find rois from 3 beams configuration.
Inputs
------
data_mean: dark corrected average image
threshold: threshold value to find beams
+ extended: boolean, True to define additional ASICS based rois
Returns
-------
@@ -573,53 +652,62 @@ def find_rois(data_mean, threshold):
pX = data_mean.mean(axis=0)
pX = pX[:256] # half the ladder since there is a gap in the middle
pY = data_mean.mean(axis=1)
+ pX = pX/np.max(pX)
+ pY = pY/np.max(pY)
# along X
- lowX = int(np.argmax(pX[:64] > threshold)) # 1st occurrence returned
- highX = int(np.argmax(pX[192:] <= threshold) + 192) # 1st occ. returned
+ lowX = int(np.argmax(pX > threshold) - 1) # 1st occurrence returned
+ highX = int(pX.shape[0] - np.argmax(pX[::-1] > threshold)) # last occ. returned
+
+ midX = int(0.5*(lowX+highX))
- leftX = int(np.argmin(pX[64:128]) + 64)
- rightX = int(np.argmin(pX[128:192]) + 128)
+ leftX2 = int(np.argmax(pX[lowX+5:midX-5] < threshold)) + lowX + 5
+ midX2 = int(np.argmax(pX[midX+5:highX-5] < threshold)) + midX + 5
+
+ midX1 = int(midX - 5 - np.argmax(pX[midX-5:lowX+5:-1] < threshold))
+ rightX1 = int(highX - 5 - np.argmax(pX[highX-5:midX+5:-1] < threshold))
# along Y
- lowY = int(np.argmax(pY[:64] > threshold)) # 1st occurrence returned
- highY = int(np.argmax(pY[64:] < threshold) + 64) # 1st occ. returned
+ lowY = int(np.argmax(pY > threshold) - 1) # 1st occurrence returned
+ highY = int(pY.shape[0] - np.argmax(pY[::-1] > threshold)) # last occ. returned
# define rois
rois = {}
- # baseline correction rois
- for k in [0, 1, 2, 3]:
- rois[f'b{k}'] = {'xl': k*64, 'xh': (k+1)*64, 'yl': 0, 'yh': lowY}
- for k in [8, 9, 10, 11]:
- rois[f'b{k}'] = {'xl': (k-8)*64, 'xh': (k+1-8)*64,
- 'yl': highY, 'yh': 128}
# beam roi
- rois['n'] = {'xl': lowX, 'xh': leftX, 'yl': lowY, 'yh': highY}
- rois['0'] = {'xl': leftX, 'xh': rightX, 'yl': lowY, 'yh': highY}
- rois['p'] = {'xl': rightX, 'xh': highX, 'yl': lowY, 'yh': highY}
+ rois['n'] = {'xl': lowX, 'xh': leftX2, 'yl': lowY, 'yh': highY}
+ rois['0'] = {'xl': midX1, 'xh': midX2, 'yl': lowY, 'yh': highY}
+ rois['p'] = {'xl': rightX1, 'xh': highX, 'yl': lowY, 'yh': highY}
# saturation roi
rois['sat'] = {'xl': lowX, 'xh': highX, 'yl': lowY, 'yh': highY}
- # ASICs splitted beam roi
- rois['0X'] = {'xl': lowX, 'xh': 1*64, 'yl': lowY, 'yh': 64}
- rois['1X1'] = {'xl': 64, 'xh': leftX, 'yl': lowY, 'yh': 64}
+ if extended:
+ # baseline correction rois
+ for k in [0, 1, 2, 3]:
+ rois[f'b{k}'] = {'xl': k*64, 'xh': (k+1)*64, 'yl': 0, 'yh': lowY}
+ for k in [8, 9, 10, 11]:
+ rois[f'b{k}'] = {'xl': (k-8)*64, 'xh': (k+1-8)*64,
+ 'yl': highY, 'yh': 128}
+
+ # ASICs splitted beam roi
+ rois['0X'] = {'xl': lowX, 'xh': 1*64, 'yl': lowY, 'yh': 64}
+ rois['1X1'] = {'xl': 64, 'xh': leftX, 'yl': lowY, 'yh': 64}
- rois['1X2'] = {'xl': leftX, 'xh': 2*64, 'yl': lowY, 'yh': 64}
- rois['2X1'] = {'xl': 2*64, 'xh': rightX, 'yl': lowY, 'yh': 64}
+ rois['1X2'] = {'xl': leftX, 'xh': 2*64, 'yl': lowY, 'yh': 64}
+ rois['2X1'] = {'xl': 2*64, 'xh': rightX, 'yl': lowY, 'yh': 64}
- rois['2X2'] = {'xl': rightX, 'xh': 3*64, 'yl': lowY, 'yh': 64}
- rois['3X'] = {'xl': 3*64, 'xh': highX, 'yl': lowY, 'yh': 64}
+ rois['2X2'] = {'xl': rightX, 'xh': 3*64, 'yl': lowY, 'yh': 64}
+ rois['3X'] = {'xl': 3*64, 'xh': highX, 'yl': lowY, 'yh': 64}
- rois['8X'] = {'xl': lowX, 'xh': 1*64, 'yl': 64, 'yh': highY}
- rois['9X1'] = {'xl': 64, 'xh': leftX, 'yl': 64, 'yh': highY}
+ rois['8X'] = {'xl': lowX, 'xh': 1*64, 'yl': 64, 'yh': highY}
+ rois['9X1'] = {'xl': 64, 'xh': leftX, 'yl': 64, 'yh': highY}
- rois['9X2'] = {'xl': leftX, 'xh': 2*64, 'yl': 64, 'yh': highY}
- rois['10X1'] = {'xl': 2*64, 'xh': rightX, 'yl': 64, 'yh': highY}
+ rois['9X2'] = {'xl': leftX, 'xh': 2*64, 'yl': 64, 'yh': highY}
+ rois['10X1'] = {'xl': 2*64, 'xh': rightX, 'yl': 64, 'yh': highY}
- rois['10X2'] = {'xl': rightX, 'xh': 3*64, 'yl': 64, 'yh': highY}
- rois['11X'] = {'xl': 3*64, 'xh': highX, 'yl': 64, 'yh': highY}
+ rois['10X2'] = {'xl': rightX, 'xh': 3*64, 'yl': 64, 'yh': highY}
+ rois['11X'] = {'xl': 3*64, 'xh': highX, 'yl': 64, 'yh': highY}
return rois
@@ -665,6 +753,8 @@ def inspect_rois(data_mean, rois, threshold=None, allrois=False):
pX = data_mean.mean(axis=0)
pX = pX[:256] # half the ladder since there is a gap in the middle
pY = data_mean.mean(axis=1)
+ pX = pX/np.max(pX)
+ pY = pY/np.max(pY)
# Set up the axes with gridspec
fig = plt.figure(figsize=(5, 3))
@@ -705,24 +795,29 @@ def inspect_rois(data_mean, rois, threshold=None, allrois=False):
x.plot(Xs, pX)
x.invert_yaxis()
if threshold is not None:
- x.axhline(threshold, c='k', alpha=.5)
- x.axvline(rois['n']['xl'], c='r', alpha=.5)
- x.axvline(rois['0']['xl'], c='r', alpha=.6)
+ x.axhline(threshold, c='k', alpha=.5, ls='--')
- x.axvline(rois['p']['xl'], c='r', alpha=.7)
- x.axvline(rois['p']['xh'], c='r', alpha=.8)
+ x.axvline(rois['n']['xl'], c='b', alpha=.3)
+ x.axvline(rois['n']['xh'], c='b', alpha=.3)
+
+ x.axvline(rois['0']['xl'], c='g', alpha=.3)
+ x.axvline(rois['0']['xh'], c='g', alpha=.3)
+
+ x.axvline(rois['p']['xl'], c='r', alpha=.3)
+ x.axvline(rois['p']['xh'], c='r', alpha=.3)
y.plot(pY, np.arange(len(pY)-1, -1, -1))
y.invert_xaxis()
if threshold is not None:
- y.axvline(threshold, c='k', alpha=.5)
+ y.axvline(threshold, c='k', alpha=.5, ls='--')
+
y.axhline(127-rois['p']['yl'], c='r', alpha=.5)
- y.axhline(127-rois['p']['yh'], c='r', alpha=.6)
+ y.axhline(127-rois['p']['yh'], c='r', alpha=.5)
return fig
-# Flat field related functions
+# Flat-field related functions
def _plane_flat_field(p, roi, params):
"""Compute the p plane over the given roi.
@@ -752,7 +847,7 @@ def _plane_flat_field(p, roi, params):
def compute_flat_field_correction(rois, params, plot=False):
- """Compute the plane field correction on beam rois.
+ """Compute the plane-field correction on beam rois.
Inputs
------
@@ -762,7 +857,7 @@ def compute_flat_field_correction(rois, params, plot=False):
Returns
-------
- numpy 2D array of the flat field correction evaluated over one DSSC ladder
+ numpy 2D array of the flat-field correction evaluated over one DSSC ladder
(2 sensors)
"""
flat_field = np.ones((128, 512))
@@ -785,7 +880,8 @@ def compute_flat_field_correction(rois, params, plot=False):
if plot:
f, ax = plt.subplots(1, 1, figsize=(6, 2))
- img = ax.pcolormesh(np.flipud(flat_field[:, :256]), cmap='Greys_r')
+ img = ax.pcolormesh(
+ np.flipud(flat_field[:, :256]), cmap='Greys_r')
f.colorbar(img, ax=[ax], label='amplitude')
ax.set_xlabel('px')
ax.set_ylabel('px')
@@ -799,7 +895,7 @@ def inspect_flat_field_domain(avg, rois, prod_th, ratio_th, vmin=None, vmax=None
Inputs
------
- avg: module average image with no saturated shots for the flat field
+ avg: module average image with no saturated shots for the flat-field
determination
rois: dictionnary or ROIs
prod_th, ratio_th: tuple of floats for low and high threshold on
@@ -875,7 +971,7 @@ def inspect_plane_fitting(avg, rois, domain=None, vmin=None, vmax=None):
Inputs
------
- avg: module average image with no saturated shots for the flat field
+ avg: module average image with no saturated shots for the flat-field
determination
rois: dictionnary of rois
domain: list of domain mask for the -1st and +1st order
@@ -935,7 +1031,7 @@ def plane_fitting_domain(avg, rois, prod_th, ratio_th):
Inputs
------
- avg: module average image with no saturated shots for the flat field
+ avg: module average image with no saturated shots for the flat-field
determination
rois: dictionnary or rois containing the 3 beams ['n', '0', 'p'] with '0'
as the reference beam in the middle
@@ -990,7 +1086,7 @@ def plane_fitting_domain(avg, rois, prod_th, ratio_th):
def plane_fitting(params):
- """Fit the plane flat field normalization.
+ """Fit the plane flat-field normalization.
Inputs
------
@@ -1066,9 +1162,13 @@ def ff_refine_crit(p, alpha, params, arr_dark, arr, tid, rois,
"""
params.set_flat_field(p)
ff = compute_flat_field_correction(rois, params)
-
- data = process(np.arange(2**9), arr_dark, arr, tid, rois, mask, ff,
- sat_level)
+ if np.any(ff < 0.0):
+ bad = 1e6
+ else:
+ bad = 0.0
+
+ data = process(None, arr_dark, arr, tid, rois, mask, ff,
+ sat_level, params._using_gpu)
# drop saturated shots
d = data.where(data['sat_sat'] == False, drop=True)
@@ -1083,11 +1183,11 @@ def ff_refine_crit(p, alpha, params, arr_dark, arr, tid, rois,
(1.0 - np.nanmean(rp['muA']))**2 +
(1.0 - np.nanmean(rd['muA']))**2)
- return 1e3*(alpha*err_sigma + (1-alpha)*err_mean)
+ return bad + 1e3*(alpha*err_sigma + (1-alpha)*err_mean)
def ff_refine_fit(params):
- """Refine the flat field fit by minimizing data spread.
+ """Refine the flat-field fit by minimizing data spread.
Inputs
------
@@ -1195,7 +1295,7 @@ def nl_lut(domain, dy):
def nl_crit(p, domain, alpha, arr_dark, arr, tid, rois, mask, flat_field,
- sat_level=511):
+ sat_level=511, use_gpu=False):
"""Criteria for the non linear correction.
Inputs
@@ -1209,7 +1309,7 @@ def nl_crit(p, domain, alpha, arr_dark, arr, tid, rois, mask, flat_field,
tid: train id of arr data
rois: ['n', '0', 'p', 'sat'] rois
mask: mask fo good pixels
- flat_field: zone plate flat field correction
+ flat_field: zone plate flat-field correction
sat_level: integer, default 511, at which level pixel begin to saturate
Returns
@@ -1219,8 +1319,8 @@ def nl_crit(p, domain, alpha, arr_dark, arr, tid, rois, mask, flat_field,
of the deviation from the ideal detector response.
"""
Fmodel = nl_lut(domain, p)
- data = process(Fmodel, arr_dark, arr, tid, rois, mask, flat_field,
- sat_level)
+ data = process(Fmodel if not use_gpu else cp.asarray(Fmodel), arr_dark,
+ arr, tid, rois, mask, flat_field, sat_level, use_gpu)
# drop saturated shots
d = data.where(data['sat_sat'] == False, drop=True)
@@ -1270,7 +1370,7 @@ def nl_fit(params, domain):
ff = compute_flat_field_correction(params.rois, params)
fixed_p = (domain, params.nl_alpha, params.arr_dark, params.arr, params.tid,
- fitrois, params.get_mask(), ff, params.sat_level)
+ fitrois, params.get_mask(), ff, params.sat_level, params._using_gpu)
def fit_callback(x):
if not hasattr(fit_callback, "counter"):
@@ -1449,13 +1549,15 @@ def inspect_correction(params, gain=None):
if Fnl is None:
Fnl = np.arange(2**9)
+ xp = np if not params._using_gpu else cp
# compute all levels of correction
- data = process(np.arange(2**9), params.arr_dark, params.arr, params.tid,
- fitrois, params.get_mask(), np.ones_like(ff), params.sat_level)
- data_ff = process(np.arange(2**9), params.arr_dark, params.arr, params.tid,
- fitrois, params.get_mask(), ff, params.sat_level)
- data_ff_nl = process(Fnl, params.arr_dark, params.arr,
- params.tid, fitrois, params.get_mask(), ff, params.sat_level)
+ data = process(xp.arange(2**9), params.arr_dark, params.arr, params.tid,
+ fitrois, params.get_mask(), xp.ones_like(ff), params.sat_level,
+ params._using_gpu)
+ data_ff = process(xp.arange(2**9), params.arr_dark, params.arr, params.tid,
+ fitrois, params.get_mask(), ff, params.sat_level, params._using_gpu)
+ data_ff_nl = process(Fnl, params.arr_dark, params.arr, params.tid,
+ fitrois, params.get_mask(), ff, params.sat_level, params._using_gpu)
# for conversion to nb of photons
if gain is None:
@@ -1507,7 +1609,7 @@ def inspect_correction(params, gain=None):
axs[l, k].text(0.4, 0.15, f'SNR: {v:.0f}',
transform = axs[l, k].transAxes)
v = snr_v['weighted']['mu']/snr_v['weighted']['s']
- axs[l, k].text(0.4, 0.05, f'wSNR: {v:.0f}',
+ axs[l, k].text(0.4, 0.05, r'SNR$_\mathrm{w}$: ' + f'{v:.0f}',
transform = axs[l, k].transAxes)
# axs[l, k].plot(3*nbins, 1+np.sqrt(2/(1e6*nbins)), c='C1', ls='--')
@@ -1519,14 +1621,14 @@ def inspect_correction(params, gain=None):
#for l in range(3):
# axs[l, k].set_ylim([0.95, 1.05])
if gain:
- axs[2, k].set_xlabel('#ph (10$^6$)')
+ axs[2, k].set_xlabel('photons (10$^6$)')
else:
axs[2, k].set_xlabel('ADU (10$^6$)')
- f.colorbar(img, ax=axs, label='counts')
+ f.colorbar(img, ax=axs, label='events')
axs[0, 0].set_title('raw')
- axs[0, 1].set_title('flat field')
+ axs[0, 1].set_title('flat-field')
axs[0, 2].set_title('non-linear')
axs[0, 0].set_ylabel(r'-1$^\mathrm{st}$/0$^\mathrm{th}$ order')
@@ -1569,7 +1671,7 @@ def load_dssc_module(proposalNB, runNB, moduleNB=15,
ppt = run[source, key][subset].data_counts()
# ignore train with no pulses, can happen in burst mode acquisition
ppt = ppt[ppt > 0]
- tid = ppt.index.to_numpy()
+ tid = ppt.index.values
ppt = np.unique(ppt)
assert ppt.shape[0] == 1, "number of pulses changed during the run"
@@ -1612,7 +1714,7 @@ def average_module(arr, dark=None, ret='mean',
"""
# F_INL
if F_INL is not None:
- narr = arr.map_blocks(lambda x: F_INL[x])
+ narr = arr.map_blocks(lambda x: F_INL[x], dtype=F_INL.dtype)
else:
narr = arr
@@ -1620,11 +1722,25 @@ def average_module(arr, dark=None, ret='mean',
narr = narr*mask
if sat_roi is not None:
- temp = (da.logical_not(da.any(
- narr[:, :, sat_roi['yl']:sat_roi['yh'],
- sat_roi['xl']:sat_roi['xh']] >= sat_level,
- axis=[2, 3], keepdims=True)))
- not_sat = da.repeat(da.repeat(temp, 128, axis=2), 512, axis=3)
+ not_sat = da.repeat(
+ da.repeat(
+ da.all(
+ narr[
+ :,
+ :,
+ sat_roi["yl"] : sat_roi["yh"],
+ sat_roi["xl"] : sat_roi["xh"],
+ ]
+ < sat_level,
+ axis=[2, 3],
+ keepdims=True,
+ ),
+ 128,
+ axis=2,
+ ),
+ 512,
+ axis=3,
+ )
if dark is not None:
narr = narr - dark
@@ -1641,7 +1757,7 @@ def average_module(arr, dark=None, ret='mean',
def process_module(arr, tid, dark, rois, mask=None, sat_level=511,
- flat_field=None, F_INL=None):
+ flat_field=None, F_INL=None, use_gpu=False):
"""Process one module and extract roi intensity.
Inputs
@@ -1652,8 +1768,8 @@ def process_module(arr, tid, dark, rois, mask=None, sat_level=511,
rois: dictionnary of rois
mask: default None, mask of ignored pixels
sat_level: integer, default 511, at which level pixel begin to saturate
- flat_field: default None, flat field correction
- F_INL: default None, non linear correction function given as a
+ flat_field: default None, flat-field correction
+ F_INL: default None, non-linear correction function given as a
lookup table with 9 bits integer input
Returns
@@ -1662,7 +1778,7 @@ def process_module(arr, tid, dark, rois, mask=None, sat_level=511,
"""
# F_INL
if F_INL is not None:
- narr = arr.map_blocks(lambda x: F_INL[x])
+ narr = arr.map_blocks(lambda x: F_INL[x], dtype=F_INL.dtype)
else:
narr = arr
@@ -1684,13 +1800,16 @@ def process_module(arr, tid, dark, rois, mask=None, sat_level=511,
for n in rois.keys():
r_sat[n] = da.any(r[n] >= sat_level, axis=(2, 3))
- # TODO: flat field should not be applied on intra darks
- # # change flat field dimension to match data
+ # TODO: flat-field should not be applied on intra darks
+ # # change flat-field dimension to match data
# if flat_field is not None:
# temp = np.ones_like(dark)
# temp[::2, :, :] = flat_field[:, :]
# flat_field = temp
+ if use_gpu and flat_field is not None:
+ flat_field = cp.asarray(flat_field)
+
# compute dark corrected ROI values
v = {}
for n in rois.keys():
@@ -1698,7 +1817,7 @@ def process_module(arr, tid, dark, rois, mask=None, sat_level=511,
r[n] = r[n] - rd[n]
if flat_field is not None:
- # TODO: flat field should not be applied on intra darks
+ # TODO: flat-field should not be applied on intra darks
# ff = flat_field[:, rois[n]['yl']:rois[n]['yh'],
# rois[n]['xl']:rois[n]['xh']]
ff = flat_field[rois[n]['yl']:rois[n]['yh'],
@@ -1712,9 +1831,9 @@ def process_module(arr, tid, dark, rois, mask=None, sat_level=511,
dims = ['trainId', 'pulseId']
r_coords = {'trainId': tid, 'pulseId': np.arange(0, narr.shape[1])}
for n in rois.keys():
- res[n + '_sat'] = xr.DataArray(r_sat[n][:, :],
+ res[n + '_sat'] = xr.DataArray(ensure_on_host(r_sat[n][:, :]),
coords=r_coords, dims=dims)
- res[n] = xr.DataArray(v[n], coords=r_coords, dims=dims)
+ res[n] = xr.DataArray(ensure_on_host(v[n]), coords=r_coords, dims=dims)
for n in rois.keys():
roi = rois[n]
@@ -1724,7 +1843,8 @@ def process_module(arr, tid, dark, rois, mask=None, sat_level=511,
return res
-def process(Fmodel, arr_dark, arr, tid, rois, mask, flat_field, sat_level=511):
+def process(Fmodel, arr_dark, arr, tid, rois, mask, flat_field, sat_level=511,
+ use_gpu=False):
"""Process dark and run data with corrections.
Inputs
@@ -1734,7 +1854,7 @@ def process(Fmodel, arr_dark, arr, tid, rois, mask, flat_field, sat_level=511):
arr: data
rois: ['n', '0', 'p', 'sat'] rois
mask: mask of good pixels
- flat_field: zone plate flat field correction
+ flat_field: zone plate flat-field correction
sat_level: integer, default 511, at which level pixel begin to saturate
Returns
@@ -1742,15 +1862,11 @@ def process(Fmodel, arr_dark, arr, tid, rois, mask, flat_field, sat_level=511):
roi extracted intensities
"""
# dark process
- res = average_module(arr_dark, F_INL=Fmodel)
- dark = res.compute()
+ dark = average_module(arr_dark, F_INL=Fmodel).compute()
# data process
- proc = process_module(arr, tid, dark, rois, mask, sat_level=sat_level,
- flat_field=flat_field, F_INL=Fmodel)
- data = proc.compute()
-
- return data
+ return process_module(arr, tid, dark, rois, mask, sat_level=sat_level,
+ flat_field=flat_field, F_INL=Fmodel, use_gpu=use_gpu).compute()
def inspect_saturation(data, gain, Nbins=200):
"""Plot roi integrated histogram of the data with saturation
diff --git a/src/toolbox_scs/test/README.rst b/src/toolbox_scs/test/README.rst
index 2afe1d9c4a5aef81b8cb255e730e3ffdfd500d1b..450a492ede4e6606ef15d152fab860a47035f049 100644
--- a/src/toolbox_scs/test/README.rst
+++ b/src/toolbox_scs/test/README.rst
@@ -12,7 +12,7 @@ The test suites directly import the toolbox\_scs/ package. The idea is that prob
Requirements to run the code are:
-* loaded exfel_anaconda3 environment
+* loaded exfel-python environment
* local installation of toolbox\_scs using pip (pip install --user .)
*Comment*: During development, use the -e flag when installing via pip, such that changes become effective immediately.
@@ -71,4 +71,4 @@ Usage
----------------------------------------------------------------------
Ran 1 test in 0.616s
- OK
\ No newline at end of file
+ OK
diff --git a/src/toolbox_scs/test/test_hrixs.py b/src/toolbox_scs/test/test_hrixs.py
new file mode 100644
index 0000000000000000000000000000000000000000..1b5957d0d572ad04091650b0f48fc812de5da84f
--- /dev/null
+++ b/src/toolbox_scs/test/test_hrixs.py
@@ -0,0 +1,77 @@
+import unittest
+
+import numpy as np
+from numpy.testing import assert_array_equal
+import xarray as xa
+from .. import hRIXS
+
+class TestHRIXS(unittest.TestCase):
+ def test_integration(self):
+ data = xa.Dataset()
+ img = np.arange(100 * 200 * 2)
+ img.shape = (2, 100, 200)
+ data['hRIXS_det'] = (('trainId', 'x', 'y'), img)
+
+ h = hRIXS()
+ h.CURVE_A = 0.1
+ h.CURVE_B = 0.01
+ h.Y_RANGE = slice(30, 170)
+ r = h.integrate(data)
+ self.assertIs(r, data)
+ self.assertEqual(data['spectrum'][1, 50].values[()],
+ 28517.704705882363)
+ self.assertEqual(data['spectrum'][1, 50].coords['energy'], 90)
+
+ h.dark_image = xa.DataArray(np.ones((100, 200)), dims=('x', 'y'))
+ h.USE_DARK = True
+ h.integrate(data)
+ self.assertEqual(data['spectrum'][1, 50].values[()],
+ 28516.704705882363)
+
+ def test_centroid(self):
+ data = xa.Dataset()
+ img = np.array([
+ [[0, 0, 0, 0, 0, 0, 0,],
+ [0, 0, 0, 0, 0, 0, 0,],
+ [0, 0, 1, 1, 0, 0, 0,],
+ [0, 0, 1, 1, 0, 0, 0,],
+ [0, 0, 0, 0, 0, 0, 0,],
+ [0, 0, 0, 0, 0, 0, 0,],
+ [0, 0, 0, 0, 0, 0, 0,],],
+ [[0, 0, 0, 0, 0, 0, 0,],
+ [0, 0, 0, 0, 0, 0, 0,],
+ [0, 0, 1, 1, 2, 0, 0,],
+ [0, 0, 1, 7, 2, 0, 0,],
+ [0, 0, 1, 1, 2, 0, 0,],
+ [0, 0, 0, 0, 0, 0, 0,],
+ [0, 0, 0, 0, 0, 0, 0,],],
+ ])
+ data['hRIXS_det'] = (('trainId', 'x', 'y'), img)
+
+ h = hRIXS()
+ h.Y_RANGE = slice(0, 7)
+ h.THRESHOLD = 0.5
+ h.BINS = 10
+ data = h.centroid(data)
+ assert_array_equal(data['spectrum'], [
+ [0, 0, 0, 1, 0, 0, 0, 0, 0, 0],
+ [0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
+ ])
+ h.CURVE_A = 0.1
+ h.CURVE_B = 0.01
+ r = h.centroid(data)
+ self.assertIs(r, data)
+ assert_array_equal(data['spectrum'], [
+ [0, 0, 0, 1, 0, 0, 0, 0, 0, 0],
+ [0, 0, 0, 1, 0, 0, 0, 0, 0, 0],
+ ])
+
+ def test_getparam(self):
+ # this is just a smoke test
+ h = hRIXS()
+ d = h.get_params()
+ self.assertEqual(d['bins'], 100)
+
+
+if __name__ == "__main__":
+ unittest.main()