{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"dask: 2022.02.0\n",
"Physical memory: 504 Gb\n"
]
}
],
"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 dask\n",
"print(f'dask: {dask.__version__}')\n",
"import dask.array\n",
"dask.config.set({'array.chunk-size': '512MiB'})\n",
"\n",
"import xarray as xr\n",
"\n",
"from psutil import virtual_memory\n",
"\n",
"mem = virtual_memory()\n",
"print(f'Physical memory: {mem.total/1024/1024/1024:.0f} Gb') # total physical memory available\n",
"\n",
"import logging\n",
"logging.basicConfig(filename='example.log', level=logging.DEBUG)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"/gpfs/exfel/u/usr/SCS/202201/p002884/Software/checkouts/toolbox_p002884/src/toolbox_scs/__init__.py\n"
]
}
],
"source": [
"%load_ext autoreload\n",
"\n",
"%autoreload 2\n",
"\n",
"import toolbox_scs as tb\n",
"print(tb.__file__)\n",
"import toolbox_scs.routines.boz as boz\n",
"\n",
"from extra_data.read_machinery import find_proposal"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Loading analysis parameters"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"proposal = 2937\n",
"root = find_proposal(f'p{proposal:06d}')\n",
"path = root + '/usr/processed_runs/'"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# list of tuple (runNB, darkrunNB)\n",
"runlist = [(688, 671),\n",
" (690, 671)\n",
" ]\n",
"savename = 'summary-688-690'"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"#xaxis = 'nrj'\n",
"xaxis = 'delay_mm'"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"fnames = [path + f'r{r:04d}/p{proposal}-r{r}-d{d}-BOZ-II1-small-data.h5'for r,d in runlist]"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
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"\n",
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"\n",
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"</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
"Dimensions: (trainId: 25896, sa3_pId: 20, dim_0: 1, pulse_slot: 2700)\n",
"Coordinates:\n",
" * sa3_pId (sa3_pId) int64 602 642 682 722 ... 1242 1282 1322 1362\n",
" * trainId (trainId) uint64 1155313075 1155313076 ... 1155353394\n",
"Dimensions without coordinates: dim_0, pulse_slot\n",
"Data variables: (12/78)\n",
" 0 (trainId, sa3_pId) float64 2.909e+05 ... 4.285e+05\n",
" 0X (trainId, sa3_pId) float64 6.245e+04 ... 9.256e+04\n",
" 0X_area (dim_0, trainId, sa3_pId) float64 2.132e+03 ... 2.132e+03\n",
" 0X_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 0_area (dim_0, trainId, sa3_pId) float64 6.396e+03 ... 6.396e+03\n",
" 0_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" ... ...\n",
" p (trainId, sa3_pId) float64 1.9e+05 ... 2.633e+05\n",
" p_area (dim_0, trainId, sa3_pId) float64 6.396e+03 ... 6.396e+03\n",
" p_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" sat (trainId, sa3_pId) float64 6.683e+05 ... 9.515e+05\n",
" sat_area (dim_0, trainId, sa3_pId) float64 1.911e+04 ... 1.911e+04\n",
" sat_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
"Attributes:\n",
" runFolder: /gpfs/exfel/exp/SCS/202122/p002937/raw/r0688\n",
" saturation (%): 6.896367959334262</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-4c61a6c8-208d-4047-9270-84d99002f298' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-4c61a6c8-208d-4047-9270-84d99002f298' 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'>trainId</span>: 25896</li><li><span class='xr-has-index'>sa3_pId</span>: 20</li><li><span>dim_0</span>: 1</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-be83cf15-fac2-42d2-838a-d2e7760dff84' class='xr-section-summary-in' type='checkbox' checked><label for='section-be83cf15-fac2-42d2-838a-d2e7760dff84' 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'>602 642 682 722 ... 1282 1322 1362</div><input id='attrs-4f523850-e99e-4d28-8302-995928600583' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4f523850-e99e-4d28-8302-995928600583' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1cf35b4a-4de2-4e5f-94b4-ec3f8665db36' class='xr-var-data-in' type='checkbox'><label for='data-1cf35b4a-4de2-4e5f-94b4-ec3f8665db36' 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([ 602, 642, 682, 722, 762, 802, 842, 882, 922, 962, 1002, 1042,\n",
" 1082, 1122, 1162, 1202, 1242, 1282, 1322, 1362])</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'>1155313075 ... 1155353394</div><input id='attrs-b7694aba-cea6-4e2d-b0d2-c8a105ca541a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b7694aba-cea6-4e2d-b0d2-c8a105ca541a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-46f82c74-8765-4d99-a94d-5a592547f593' class='xr-var-data-in' type='checkbox'><label for='data-46f82c74-8765-4d99-a94d-5a592547f593' 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([1155313075, 1155313076, 1155313077, ..., 1155353392, 1155353393,\n",
" 1155353394], dtype=uint64)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-696c4133-4651-4ad2-b75c-bc465607bf38' class='xr-section-summary-in' type='checkbox' ><label for='section-696c4133-4651-4ad2-b75c-bc465607bf38' class='xr-section-summary' >Data variables: <span>(78)</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>0</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'>2.909e+05 1.393e+05 ... 4.285e+05</div><input id='attrs-01c58bcc-4ccd-445f-86a5-b4bdba1364fb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-01c58bcc-4ccd-445f-86a5-b4bdba1364fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e08cd549-3c59-4eab-ab65-5ea9f4804df3' class='xr-var-data-in' type='checkbox'><label for='data-e08cd549-3c59-4eab-ab65-5ea9f4804df3' 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([[290931.20292851, 139287.8730225 , 500934.86759755, ...,\n",
" 42770.38640638, 245035.03977332, 134422.44567629],\n",
" [226448.2988819 , 201642.88496133, 275494.51466269, ...,\n",
" 543710.18054757, nan, 496685.59538171],\n",
" [203258.18683303, 195379.75402644, 443772.64017446, ...,\n",
" 139544.23732557, 141229.1447119 , nan],\n",
" ...,\n",
" [429134.24712428, 350580.68429389, 562374.90180461, ...,\n",
" 194254.49352065, 288251.68265235, 412601.11612934],\n",
" [365540.93814108, 438040.45289316, nan, ...,\n",
" 279733.55053064, 440279.10077655, 500186.73788568],\n",
" [373488.66234727, 466904.94208661, 529848.74456023, ...,\n",
" 398265.36288628, 104060.0937453 , 428506.45531629]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>0X</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'>6.245e+04 2.271e+04 ... 9.256e+04</div><input id='attrs-14ea19f6-53c4-43b5-9c58-89183979b784' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-14ea19f6-53c4-43b5-9c58-89183979b784' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ccad55ce-9c93-4eae-a896-4365375a9a8f' class='xr-var-data-in' type='checkbox'><label for='data-ccad55ce-9c93-4eae-a896-4365375a9a8f' 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([[ 62450.45247768, 22706.37132769, 61778.51403137, ...,\n",
" 9497.46713207, 40875.13056424, 21473.6443674 ],\n",
" [ 30663.1666526 , 34360.59115817, 38419.36136393, ...,\n",
" 89059.9676808 , nan, 97173.3393258 ],\n",
" [ 31419.05229203, 38912.43396236, 91820.86526966, ...,\n",
" 28865.26205679, 28645.53716537, nan],\n",
" ...,\n",
" [ 90578.47797217, 59510.98717886, 89992.19948619, ...,\n",
" 39652.78128481, 55327.23296152, 73871.3231697 ],\n",
" [ 57852.8698507 , 100580.65497162, nan, ...,\n",
" 58595.77395148, 102725.49512259, 90634.72198648],\n",
" [ 95609.21631608, 79750.91623733, 124351.7462089 , ...,\n",
" 103867.88378275, 22224.09918299, 92556.54371452]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>0X_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.132e+03 2.132e+03 ... 2.132e+03</div><input id='attrs-66497a0b-7027-4268-b287-c0e0a5376844' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-66497a0b-7027-4268-b287-c0e0a5376844' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2e68a9b-b670-45f2-a165-3fcdca75b684' class='xr-var-data-in' type='checkbox'><label for='data-b2e68a9b-b670-45f2-a165-3fcdca75b684' 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([[[2132., 2132., 2132., ..., 2132., 2132., 2132.],\n",
" [2132., 2132., 2132., ..., 2132., nan, 2132.],\n",
" [2132., 2132., 2132., ..., 2132., 2132., nan],\n",
" ...,\n",
" [2132., 2132., 2132., ..., 2132., 2132., 2132.],\n",
" [2132., 2132., nan, ..., 2132., 2132., 2132.],\n",
" [2132., 2132., 2132., ..., 2132., 2132., 2132.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>0X_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-de776bf0-bad6-41da-a7e8-3abf838854af' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-de776bf0-bad6-41da-a7e8-3abf838854af' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4f3342f1-770d-4c1a-b941-5fedaf403098' class='xr-var-data-in' type='checkbox'><label for='data-4f3342f1-770d-4c1a-b941-5fedaf403098' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>0_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.396e+03 6.396e+03 ... 6.396e+03</div><input id='attrs-6a9116ce-e146-484d-856f-8c08b855dcd6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6a9116ce-e146-484d-856f-8c08b855dcd6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a7b6b546-bbba-4415-b146-2395caf0fab0' class='xr-var-data-in' type='checkbox'><label for='data-a7b6b546-bbba-4415-b146-2395caf0fab0' 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([[[6396., 6396., 6396., ..., 6396., 6396., 6396.],\n",
" [6396., 6396., 6396., ..., 6396., nan, 6396.],\n",
" [6396., 6396., 6396., ..., 6396., 6396., nan],\n",
" ...,\n",
" [6396., 6396., 6396., ..., 6396., 6396., 6396.],\n",
" [6396., 6396., nan, ..., 6396., 6396., 6396.],\n",
" [6396., 6396., 6396., ..., 6396., 6396., 6396.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>0_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-fc05a048-2334-495e-8187-03b54e826246' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fc05a048-2334-495e-8187-03b54e826246' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8853ee63-67e5-4a44-83ae-40f441e97f63' class='xr-var-data-in' type='checkbox'><label for='data-8853ee63-67e5-4a44-83ae-40f441e97f63' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>10X1</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'>7.889e+04 4.508e+04 ... 1.117e+05</div><input id='attrs-2a6a443e-7489-4f40-9d64-2d4c4a26ff17' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2a6a443e-7489-4f40-9d64-2d4c4a26ff17' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1c7c2079-3092-420a-bb9a-5630c5ab04d4' class='xr-var-data-in' type='checkbox'><label for='data-1c7c2079-3092-420a-bb9a-5630c5ab04d4' 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([[ 78892.74414605, 45078.63301204, 186979.65179071, ...,\n",
" 10980.13560239, 73580.88143832, 41417.33474921],\n",
" [ 77023.76258461, 66935.77187015, 90358.173636 , ...,\n",
" 168091.30355871, nan, 135873.41667533],\n",
" [ 72959.0668999 , 57507.82369697, 128846.36128784, ...,\n",
" 38020.20819957, 36585.35942158, nan],\n",
" ...,\n",
" [117782.39198864, 111126.19344374, 186561.9329308 , ...,\n",
" 52959.52215454, 83070.04640892, 121326.43818999],\n",
" [121948.65549945, 114165.90282397, nan, ...,\n",
" 74658.71624911, 110254.48639913, 145120.38655628],\n",
" [ 86120.40598712, 149108.98555979, 134832.09110216, ...,\n",
" 89534.99305145, 26499.99433596, 111667.86574063]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>10X1_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.599e+03 1.599e+03 ... 1.599e+03</div><input id='attrs-e1a54edf-7cb6-499d-add8-cf02cb8350c7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e1a54edf-7cb6-499d-add8-cf02cb8350c7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7a7d9819-f433-4942-80e6-6d46d976b151' class='xr-var-data-in' type='checkbox'><label for='data-7a7d9819-f433-4942-80e6-6d46d976b151' 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([[[1599., 1599., 1599., ..., 1599., 1599., 1599.],\n",
" [1599., 1599., 1599., ..., 1599., nan, 1599.],\n",
" [1599., 1599., 1599., ..., 1599., 1599., nan],\n",
" ...,\n",
" [1599., 1599., 1599., ..., 1599., 1599., 1599.],\n",
" [1599., 1599., nan, ..., 1599., 1599., 1599.],\n",
" [1599., 1599., 1599., ..., 1599., 1599., 1599.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>10X1_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-43a14725-13e6-48a7-bc5b-7225dbd6d063' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-43a14725-13e6-48a7-bc5b-7225dbd6d063' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d015cded-70a1-457a-b070-c65ae8ddc4d7' class='xr-var-data-in' type='checkbox'><label for='data-d015cded-70a1-457a-b070-c65ae8ddc4d7' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>10X2</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'>2.461e+04 1.055e+04 ... 4.001e+04</div><input id='attrs-045beb0f-848c-44a4-ab06-632eb91a5f48' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-045beb0f-848c-44a4-ab06-632eb91a5f48' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8adad172-41a0-46e0-853d-f3f8873e1620' class='xr-var-data-in' type='checkbox'><label for='data-8adad172-41a0-46e0-853d-f3f8873e1620' 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([[24607.31532994, 10549.67276458, 45202.06810562, ...,\n",
" 3643.36261392, 25579.04612382, 13924.85585481],\n",
" [24897.16013051, 18748.26509211, 31712.72296858, ...,\n",
" 59449.79971144, nan, 51519.50932496],\n",
" [20629.67390346, 13299.70490374, 29907.60151085, ...,\n",
" 13002.67677573, 12693.64282734, nan],\n",
" ...,\n",
" [35638.1203808 , 34196.60500837, 52359.34165594, ...,\n",
" 17469.51558132, 26662.00346935, 42059.20261576],\n",
" [36239.16677731, 34924.81748706, nan, ...,\n",
" 25984.78484977, 40325.26836584, 50084.89009038],\n",
" [25392.59028569, 40226.72179818, 41671.50971263, ...,\n",
" 31140.23683209, 9204.74016467, 40006.0267033 ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>10X2_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.025e+03 1.025e+03 ... 1.025e+03</div><input id='attrs-022f2645-444c-45e4-9383-b38a306f479a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-022f2645-444c-45e4-9383-b38a306f479a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-713de9fd-06b7-4f6a-9f1b-434dfe3eb7df' class='xr-var-data-in' type='checkbox'><label for='data-713de9fd-06b7-4f6a-9f1b-434dfe3eb7df' 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([[[1025., 1025., 1025., ..., 1025., 1025., 1025.],\n",
" [1025., 1025., 1025., ..., 1025., nan, 1025.],\n",
" [1025., 1025., 1025., ..., 1025., 1025., nan],\n",
" ...,\n",
" [1025., 1025., 1025., ..., 1025., 1025., 1025.],\n",
" [1025., 1025., nan, ..., 1025., 1025., 1025.],\n",
" [1025., 1025., 1025., ..., 1025., 1025., 1025.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>10X2_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-03c46ad7-745b-4763-a3bc-80d127b47481' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-03c46ad7-745b-4763-a3bc-80d127b47481' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cc98bbb1-655a-437e-b89a-8be3ffdbd7fb' class='xr-var-data-in' type='checkbox'><label for='data-cc98bbb1-655a-437e-b89a-8be3ffdbd7fb' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>11X</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'>6.617e+04 3.231e+04 ... 9.275e+04</div><input id='attrs-79d03259-59ca-4258-95e7-57a5bdb0caf2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-79d03259-59ca-4258-95e7-57a5bdb0caf2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c10be879-fdec-4a96-ad77-17a9344c37ed' class='xr-var-data-in' type='checkbox'><label for='data-c10be879-fdec-4a96-ad77-17a9344c37ed' 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([[ 66168.08572735, 32308.06700839, 128902.45250573, ...,\n",
" 9373.75003393, 56598.55534218, 31245.56586689],\n",
" [ 56982.0651931 , 54204.14858763, 68763.08004487, ...,\n",
" 129362.75232595, nan, 109066.58104317],\n",
" [ 57462.55214714, 46158.40005456, 104708.55668498, ...,\n",
" 32043.36967929, 29156.13156681, nan],\n",
" ...,\n",
" [ 97423.28029074, 83692.37236698, 137213.78155576, ...,\n",
" 42542.62535359, 65360.81842415, 93521.45763549],\n",
" [ 93312.53809303, 92881.58847459, nan, ...,\n",
" 60524.9379018 , 93138.09351711, 112221.49604278],\n",
" [ 74770.31546931, 108575.36123391, 111861.98154707, ...,\n",
" 77669.05710999, 22181.37332597, 92745.08163496]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>11X_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.173e+03 2.173e+03 ... 2.173e+03</div><input id='attrs-26a3a842-c4c9-48ee-8b1d-b0a28878a40a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-26a3a842-c4c9-48ee-8b1d-b0a28878a40a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b7b9a934-7e20-4ff6-860f-7a1daa486308' class='xr-var-data-in' type='checkbox'><label for='data-b7b9a934-7e20-4ff6-860f-7a1daa486308' 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([[[2173., 2173., 2173., ..., 2173., 2173., 2173.],\n",
" [2173., 2173., 2173., ..., 2173., nan, 2173.],\n",
" [2173., 2173., 2173., ..., 2173., 2173., nan],\n",
" ...,\n",
" [2173., 2173., 2173., ..., 2173., 2173., 2173.],\n",
" [2173., 2173., nan, ..., 2173., 2173., 2173.],\n",
" [2173., 2173., 2173., ..., 2173., 2173., 2173.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>11X_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-fe8da03d-c5af-4109-be44-5327bb881271' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fe8da03d-c5af-4109-be44-5327bb881271' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-01ec01ae-eead-408b-a641-4247a321a496' class='xr-var-data-in' type='checkbox'><label for='data-01ec01ae-eead-408b-a641-4247a321a496' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>1X1</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'>3.686e+04 1.229e+04 ... 4.102e+04</div><input id='attrs-5a9a811f-bb9c-45da-b6bf-fac9ee5609c7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5a9a811f-bb9c-45da-b6bf-fac9ee5609c7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-780e1284-d3da-462e-972c-ffceb9e32b07' class='xr-var-data-in' type='checkbox'><label for='data-780e1284-d3da-462e-972c-ffceb9e32b07' 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([[36861.99980581, 12288.61517585, 34240.08554521, ...,\n",
" 4144.88288429, 18292.52224995, 9277.83523615],\n",
" [13799.29383498, 17740.69068968, 19809.80635191, ...,\n",
" 38260.96543 , nan, 42695.10707049],\n",
" [14706.84448953, 24955.29478427, 59390.35576502, ...,\n",
" 13426.70956215, 13956.09840768, nan],\n",
" ...,\n",
" [49630.74244385, 31627.7065502 , 48156.20032076, ...,\n",
" 16891.18903112, 26352.18567872, 30701.89936678],\n",
" [27879.34579124, 54613.71822392, nan, ...,\n",
" 25015.85700484, 45046.67563035, 40803.87812264],\n",
" [54744.11939746, 43084.86841832, 65317.80637337, ...,\n",
" 49782.29484622, 11725.30109499, 41017.13742856]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>1X1_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.025e+03 1.025e+03 ... 1.025e+03</div><input id='attrs-6ff7de16-6cb3-46fd-b9e4-535fd33d5db0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6ff7de16-6cb3-46fd-b9e4-535fd33d5db0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e7658d3a-94ee-4144-9e5e-70a0757add9a' class='xr-var-data-in' type='checkbox'><label for='data-e7658d3a-94ee-4144-9e5e-70a0757add9a' 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([[[1025., 1025., 1025., ..., 1025., 1025., 1025.],\n",
" [1025., 1025., 1025., ..., 1025., nan, 1025.],\n",
" [1025., 1025., 1025., ..., 1025., 1025., nan],\n",
" ...,\n",
" [1025., 1025., 1025., ..., 1025., 1025., 1025.],\n",
" [1025., 1025., nan, ..., 1025., 1025., 1025.],\n",
" [1025., 1025., 1025., ..., 1025., 1025., 1025.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>1X1_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-68352661-4ff4-4466-b3b1-0614d2f524a1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-68352661-4ff4-4466-b3b1-0614d2f524a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-33ae731d-6749-4620-b063-7c8cc3c868e8' class='xr-var-data-in' type='checkbox'><label for='data-33ae731d-6749-4620-b063-7c8cc3c868e8' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>1X2</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'>6.493e+04 2.755e+04 ... 1.08e+05</div><input id='attrs-1e489c20-fca6-4cd0-8d2a-1efdd7bca273' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1e489c20-fca6-4cd0-8d2a-1efdd7bca273' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-53f63dab-5f18-4761-9522-2a79fce21248' class='xr-var-data-in' type='checkbox'><label for='data-53f63dab-5f18-4761-9522-2a79fce21248' 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([[ 64925.2529142 , 27554.27816017, 77697.14120708, ...,\n",
" 10813.08537387, 50028.73080624, 26469.28085556],\n",
" [ 38542.66757895, 36940.50986849, 44983.94176282, ...,\n",
" 109815.18553379, nan, 112828.64371418],\n",
" [ 35289.20389049, 40083.50841929, 90672.94940266, ...,\n",
" 32417.29615916, 32834.0986923 , nan],\n",
" ...,\n",
" [ 96592.17310708, 67736.57879311, 104451.9173835 , ...,\n",
" 47405.89109097, 65638.89359124, 92870.40248466],\n",
" [ 64927.04251888, 103609.71691997, nan, ...,\n",
" 69783.92546989, 118082.2067386 , 111112.12466073],\n",
" [ 96089.24857973, 89479.05159222, 131453.41579817, ...,\n",
" 113167.5062905 , 24533.63547874, 107956.1770702 ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>1X2_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.599e+03 1.599e+03 ... 1.599e+03</div><input id='attrs-6d914dc2-4f7b-426e-9d28-492cc19e4818' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6d914dc2-4f7b-426e-9d28-492cc19e4818' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d9fe39a2-e4fb-4a10-84fb-fbbc2e912bbc' class='xr-var-data-in' type='checkbox'><label for='data-d9fe39a2-e4fb-4a10-84fb-fbbc2e912bbc' 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([[[1599., 1599., 1599., ..., 1599., 1599., 1599.],\n",
" [1599., 1599., 1599., ..., 1599., nan, 1599.],\n",
" [1599., 1599., 1599., ..., 1599., 1599., nan],\n",
" ...,\n",
" [1599., 1599., 1599., ..., 1599., 1599., 1599.],\n",
" [1599., 1599., nan, ..., 1599., 1599., 1599.],\n",
" [1599., 1599., 1599., ..., 1599., 1599., 1599.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>1X2_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-47f28997-1277-4a43-93a0-8cdc26fc53cb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-47f28997-1277-4a43-93a0-8cdc26fc53cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c27312f1-b65d-4d14-8e31-c28d4689538d' class='xr-var-data-in' type='checkbox'><label for='data-c27312f1-b65d-4d14-8e31-c28d4689538d' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>2X1</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'>8.499e+04 3.414e+04 ... 1.074e+05</div><input id='attrs-8d0b74c7-5e72-43e6-8db5-19e81e3ce909' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8d0b74c7-5e72-43e6-8db5-19e81e3ce909' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-71e22204-36ed-497d-bee2-cf0e67097aa3' class='xr-var-data-in' type='checkbox'><label for='data-71e22204-36ed-497d-bee2-cf0e67097aa3' 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([[ 84987.00794332, 34144.07824749, 98970.37605247, ...,\n",
" 11575.84934227, 50188.53456062, 26078.76908124],\n",
" [ 38611.16859808, 45938.10668512, 50539.01365836, ...,\n",
" 104530.05259904, nan, 110713.51660936],\n",
" [ 40053.47871699, 60943.2503957 , 141788.66785947, ...,\n",
" 34706.93120004, 36329.77482907, nan],\n",
" ...,\n",
" [121888.98888579, 77924.41296878, 124766.72445326, ...,\n",
" 46892.26733208, 69538.05259879, 86568.25544836],\n",
" [ 74087.97301118, 128920.50889835, nan, ...,\n",
" 67760.97461703, 114719.6354443 , 109947.71580807],\n",
" [127021.40917126, 111375.6561097 , 157060.08524576, ...,\n",
" 120771.74096232, 28711.00009818, 107399.42197058]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>2X1_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.599e+03 1.599e+03 ... 1.599e+03</div><input id='attrs-ced0128e-c7aa-43c5-9af0-b4830599cafe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ced0128e-c7aa-43c5-9af0-b4830599cafe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-172f53e4-505f-4f3d-9307-d0a5e6fd267f' class='xr-var-data-in' type='checkbox'><label for='data-172f53e4-505f-4f3d-9307-d0a5e6fd267f' 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([[[1599., 1599., 1599., ..., 1599., 1599., 1599.],\n",
" [1599., 1599., 1599., ..., 1599., nan, 1599.],\n",
" [1599., 1599., 1599., ..., 1599., 1599., nan],\n",
" ...,\n",
" [1599., 1599., 1599., ..., 1599., 1599., 1599.],\n",
" [1599., 1599., nan, ..., 1599., 1599., 1599.],\n",
" [1599., 1599., 1599., ..., 1599., 1599., 1599.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>2X1_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-9f03c517-3791-49a2-857b-9db762d04534' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9f03c517-3791-49a2-857b-9db762d04534' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e6d5853a-f9da-4e53-8b62-015272c7c6f0' class='xr-var-data-in' type='checkbox'><label for='data-e6d5853a-f9da-4e53-8b62-015272c7c6f0' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>2X2</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'>2.514e+04 8.89e+03 ... 4.106e+04</div><input id='attrs-4cdc4d0b-b240-44b0-914a-d8d5c41772fa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4cdc4d0b-b240-44b0-914a-d8d5c41772fa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6dc622dd-b9fd-4f46-a06c-1ab67fe5b68a' class='xr-var-data-in' type='checkbox'><label for='data-6dc622dd-b9fd-4f46-a06c-1ab67fe5b68a' 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([[25143.20181899, 8890.07410017, 23498.30281712, ...,\n",
" 3583.7493149 , 17804.25120144, 8919.55936094],\n",
" [12958.05536709, 12454.93951907, 15608.26459791, ...,\n",
" 39896.37056182, nan, 43041.11430159],\n",
" [13025.0387202 , 13773.26068751, 31964.43438213, ...,\n",
" 12056.97728202, 11998.12483083, nan],\n",
" ...,\n",
" [35526.98978148, 25578.49725928, 36953.29999649, ...,\n",
" 17259.877761 , 24292.22066437, 33129.81890625],\n",
" [22432.62439284, 40203.7888162 , nan, ...,\n",
" 25902.3403253 , 47184.67586716, 40651.74775755],\n",
" [37391.5083553 , 31285.62242939, 50893.31297099, ...,\n",
" 45680.20247403, 9270.08152124, 41059.23282608]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>2X2_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.025e+03 1.025e+03 ... 1.025e+03</div><input id='attrs-404b819d-e708-4c71-b02f-3781815a876e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-404b819d-e708-4c71-b02f-3781815a876e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c97516c5-735c-4dd8-9be8-bd599a2ff859' class='xr-var-data-in' type='checkbox'><label for='data-c97516c5-735c-4dd8-9be8-bd599a2ff859' 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([[[1025., 1025., 1025., ..., 1025., 1025., 1025.],\n",
" [1025., 1025., 1025., ..., 1025., nan, 1025.],\n",
" [1025., 1025., 1025., ..., 1025., 1025., nan],\n",
" ...,\n",
" [1025., 1025., 1025., ..., 1025., 1025., 1025.],\n",
" [1025., 1025., nan, ..., 1025., 1025., 1025.],\n",
" [1025., 1025., 1025., ..., 1025., 1025., 1025.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>2X2_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-65f8d173-503a-4725-8d75-96b0e1ad4e93' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-65f8d173-503a-4725-8d75-96b0e1ad4e93' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ee8b29c0-b828-44e8-80d4-cbc22ca829d7' class='xr-var-data-in' type='checkbox'><label for='data-ee8b29c0-b828-44e8-80d4-cbc22ca829d7' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>3X</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'>7.407e+04 2.522e+04 ... 8.944e+04</div><input id='attrs-46e43027-8543-4499-a281-123e2ab37ca5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-46e43027-8543-4499-a281-123e2ab37ca5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1923d4a0-3b13-4d68-9fa4-2bb778b39aa8' class='xr-var-data-in' type='checkbox'><label for='data-1923d4a0-3b13-4d68-9fa4-2bb778b39aa8' 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([[ 74072.29433003, 25219.18097655, 68093.66043946, ...,\n",
" 9793.98015526, 39483.24230433, 21139.05060138],\n",
" [ 29737.88967159, 38035.26359476, 41258.16464418, ...,\n",
" 83595.22079266, nan, 93746.15846634],\n",
" [ 31558.16359119, 48368.74116767, 116977.10354393, ...,\n",
" 29917.80927364, 30128.63689046, nan],\n",
" ...,\n",
" [102068.43751749, 63143.28480174, 98185.9442711 , ...,\n",
" 38332.08700889, 55908.14453309, 68218.93389638],\n",
" [ 59436.68083226, 112964.19353678, nan, ...,\n",
" 55339.3581644 , 97326.43945223, 87238.17746269],\n",
" [111359.11088985, 88405.92401258, 135321.61900189, ...,\n",
" 106685.30483732, 25030.96209031, 89441.99196866]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>3X_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.173e+03 2.173e+03 ... 2.173e+03</div><input id='attrs-26eb8dd4-558a-461b-a75b-2be5c5c3b37c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-26eb8dd4-558a-461b-a75b-2be5c5c3b37c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3fa5680-28ab-40a5-9f66-26e9a5dd3bd2' class='xr-var-data-in' type='checkbox'><label for='data-b3fa5680-28ab-40a5-9f66-26e9a5dd3bd2' 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([[[2173., 2173., 2173., ..., 2173., 2173., 2173.],\n",
" [2173., 2173., 2173., ..., 2173., nan, 2173.],\n",
" [2173., 2173., 2173., ..., 2173., 2173., nan],\n",
" ...,\n",
" [2173., 2173., 2173., ..., 2173., 2173., 2173.],\n",
" [2173., 2173., nan, ..., 2173., 2173., 2173.],\n",
" [2173., 2173., 2173., ..., 2173., 2173., 2173.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>3X_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-25bf6ad5-f178-48d0-bd14-6db7a7abf2aa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-25bf6ad5-f178-48d0-bd14-6db7a7abf2aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1972ac61-b799-4f0b-9547-60dd5f50dfaf' class='xr-var-data-in' type='checkbox'><label for='data-1972ac61-b799-4f0b-9547-60dd5f50dfaf' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>8X</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'>5.535e+04 2.606e+04 ... 8.422e+04</div><input id='attrs-a701d235-c3fe-4dc4-b34c-55c9a5195c2e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a701d235-c3fe-4dc4-b34c-55c9a5195c2e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-19a97924-3354-46d3-9eda-1a9bdbc0b706' class='xr-var-data-in' type='checkbox'><label for='data-19a97924-3354-46d3-9eda-1a9bdbc0b706' 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([[ 55345.27831272, 26058.84375823, 104624.8193889 , ...,\n",
" 8280.81528727, 53140.55657933, 30058.97931885],\n",
" [ 52806.67695526, 45523.80614705, 66080.64957292, ...,\n",
" 122634.26025329, nan, 104712.66965807],\n",
" [ 48027.29791141, 34099.51740145, 77600.97259534, ...,\n",
" 28584.14285011, 27192.98207009, nan],\n",
" ...,\n",
" [ 80993.3036121 , 73412.6953765 , 116544.12128827, ...,\n",
" 38464.41996086, 57113.46181379, 87121.37080692],\n",
" [ 82373.99960458, 79159.27657047, nan, ...,\n",
" 55719.83050028, 83991.69848409, 102599.78068119],\n",
" [ 60267.45989333, 91792.17343642, 94242.48276568, ...,\n",
" 67562.67684041, 19917.93569361, 84223.56454083]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>8X_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.132e+03 2.132e+03 ... 2.132e+03</div><input id='attrs-40220f85-143d-44f3-86eb-20b4726d57f2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-40220f85-143d-44f3-86eb-20b4726d57f2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6b519fb5-a6a4-4371-9544-34244af1a2c8' class='xr-var-data-in' type='checkbox'><label for='data-6b519fb5-a6a4-4371-9544-34244af1a2c8' 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([[[2132., 2132., 2132., ..., 2132., 2132., 2132.],\n",
" [2132., 2132., 2132., ..., 2132., nan, 2132.],\n",
" [2132., 2132., 2132., ..., 2132., 2132., nan],\n",
" ...,\n",
" [2132., 2132., 2132., ..., 2132., 2132., 2132.],\n",
" [2132., 2132., nan, ..., 2132., 2132., 2132.],\n",
" [2132., 2132., 2132., ..., 2132., 2132., 2132.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>8X_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-cddeb3e5-f437-4ab7-a139-a6c42b927b25' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cddeb3e5-f437-4ab7-a139-a6c42b927b25' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5887e34d-48b7-4e6e-bd46-e44b7d07a9d4' class='xr-var-data-in' type='checkbox'><label for='data-5887e34d-48b7-4e6e-bd46-e44b7d07a9d4' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>9X1</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'>3.275e+04 1.539e+04 ... 4.197e+04</div><input id='attrs-b6108b56-64e8-4ccb-9307-8f050004847f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b6108b56-64e8-4ccb-9307-8f050004847f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e5e50da7-a835-48d0-b869-cfb3cb6625eb' class='xr-var-data-in' type='checkbox'><label for='data-e5e50da7-a835-48d0-b869-cfb3cb6625eb' 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([[32748.77900977, 15387.30132467, 62201.30704926, ...,\n",
" 4050.86395074, 25228.57892128, 13379.29594675],\n",
" [25520.69048106, 25088.29109927, 30971.07993175, ...,\n",
" 58035.32174829, nan, 48408.86852957],\n",
" [26850.92542695, 23205.80270698, 52098.75258501, ...,\n",
" 13961.93132996, 12944.85783228, nan],\n",
" ...,\n",
" [46432.13989719, 40281.03620979, 65691.00151573, ...,\n",
" 18975.25243164, 30887.91629724, 42471.04823935],\n",
" [42647.63449876, 44885.6892282 , nan, ...,\n",
" 27112.93440936, 42832.69584931, 51720.98075138],\n",
" [36146.70682896, 52136.6432333 , 53583.48527464, ...,\n",
" 36150.53097204, 10073.47374555, 41965.27332638]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>9X1_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.025e+03 1.025e+03 ... 1.025e+03</div><input id='attrs-cce39a7a-f2bd-48b3-9218-5f01687499d1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cce39a7a-f2bd-48b3-9218-5f01687499d1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b41378d6-cc8b-4fa7-ab27-03a9e5a5e7b9' class='xr-var-data-in' type='checkbox'><label for='data-b41378d6-cc8b-4fa7-ab27-03a9e5a5e7b9' 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([[[1025., 1025., 1025., ..., 1025., 1025., 1025.],\n",
" [1025., 1025., 1025., ..., 1025., nan, 1025.],\n",
" [1025., 1025., 1025., ..., 1025., 1025., nan],\n",
" ...,\n",
" [1025., 1025., 1025., ..., 1025., 1025., 1025.],\n",
" [1025., 1025., nan, ..., 1025., 1025., 1025.],\n",
" [1025., 1025., 1025., ..., 1025., 1025., 1025.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>9X1_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-e4fa39b2-5255-4f92-9575-b159881d9aac' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e4fa39b2-5255-4f92-9575-b159881d9aac' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e53f08fb-066d-4e92-8511-b3935dd9a269' class='xr-var-data-in' type='checkbox'><label for='data-e53f08fb-066d-4e92-8511-b3935dd9a269' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>9X2</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'>6.213e+04 3.251e+04 ... 1.015e+05</div><input id='attrs-e63a7154-4cb0-4c0b-87b9-2cd0fd97a055' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e63a7154-4cb0-4c0b-87b9-2cd0fd97a055' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-42f3360f-3265-4d9b-ba0c-57390b98a8ae' class='xr-var-data-in' type='checkbox'><label for='data-42f3360f-3265-4d9b-ba0c-57390b98a8ae' 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([[ 62126.19792495, 32510.8836028 , 137287.6985473 , ...,\n",
" 9401.31608785, 71236.89296814, 40457.06099029],\n",
" [ 72270.70012025, 51828.49653757, 89613.38560551, ...,\n",
" 161273.63885603, nan, 137270.01838284],\n",
" [ 54956.43732565, 36845.17151448, 82464.66162449, ...,\n",
" 34399.80176679, 35479.91176896, nan],\n",
" ...,\n",
" [ 92870.69314277, 93793.49908826, 146594.32703705, ...,\n",
" 46996.81294307, 70004.69005341, 111836.02000633],\n",
" [104577.26711158, 91344.32425087, nan, ...,\n",
" 67529.93419461, 97222.77219452, 134006.51086061],\n",
" [ 64257.59860915, 116941.24882491, 106503.15241414, ...,\n",
" 74791.122582 , 24315.46383242, 101482.99053489]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>9X2_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.599e+03 1.599e+03 ... 1.599e+03</div><input id='attrs-6e145a7f-3bae-423f-a7a0-7c741d812165' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6e145a7f-3bae-423f-a7a0-7c741d812165' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fc52005b-2d1e-498e-8610-1182dff5ceba' class='xr-var-data-in' type='checkbox'><label for='data-fc52005b-2d1e-498e-8610-1182dff5ceba' 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([[[1599., 1599., 1599., ..., 1599., 1599., 1599.],\n",
" [1599., 1599., 1599., ..., 1599., nan, 1599.],\n",
" [1599., 1599., 1599., ..., 1599., 1599., nan],\n",
" ...,\n",
" [1599., 1599., 1599., ..., 1599., 1599., 1599.],\n",
" [1599., 1599., nan, ..., 1599., 1599., 1599.],\n",
" [1599., 1599., 1599., ..., 1599., 1599., 1599.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>9X2_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-758ceefa-333a-4e6c-9384-5d2f6c395405' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-758ceefa-333a-4e6c-9384-5d2f6c395405' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d0100bf5-d645-4a02-b696-2e5d76eb14f7' class='xr-var-data-in' type='checkbox'><label for='data-d0100bf5-d645-4a02-b696-2e5d76eb14f7' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</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'>-0.1224 -0.0573 ... -0.01805</div><input id='attrs-4644c625-3034-4c42-b212-f49aabf33cc5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4644c625-3034-4c42-b212-f49aabf33cc5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2a596884-0e68-4fb3-ad3b-3e264574f5d7' class='xr-var-data-in' type='checkbox'><label for='data-2a596884-0e68-4fb3-ad3b-3e264574f5d7' 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([[-0.12236217, -0.05729783, -0.08597051, ..., -0.18695326,\n",
" -0.19202815, -0.27193955],\n",
" [-0.09310246, -0.07237986, -0.08227787, ..., -0.1706761 ,\n",
" -0.17930788, -0.17469296],\n",
" [-0.10197377, -0.11036394, -0.11326622, ..., -0.19486932,\n",
" -0.18473992, -0.22299041],\n",
" ...,\n",
" [-0.03859306, -0.00558956, -0.03978338, ..., -0.02355727,\n",
" -0.01098651, -0.02566336],\n",
" [-0.02872979, -0.05022595, -0.01413769, ..., -0.03916264,\n",
" -0.00452921, -0.03206221],\n",
" [-0.03946427, -0.03410045, -0.02781733, ..., -0.02370737,\n",
" -0.02388738, -0.01805105]], dtype=float32)</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'>7.532 7.532 7.531 ... 7.684 7.683</div><input id='attrs-f3b95974-c8d3-4e13-aac5-87ed79634897' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f3b95974-c8d3-4e13-aac5-87ed79634897' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5153b5a8-b2fb-45f0-a7ef-4919c577901a' class='xr-var-data-in' type='checkbox'><label for='data-5153b5a8-b2fb-45f0-a7ef-4919c577901a' 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([7.53174591, 7.53153992, 7.53131104, ..., 7.68374634, 7.68356323,\n",
" 7.68333435])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b0</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'>910.2 -76.75 133.7 ... 155.3 670.8</div><input id='attrs-d480d5f1-c141-40d0-9eee-a895c7f89c4e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d480d5f1-c141-40d0-9eee-a895c7f89c4e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a1e79042-00e2-4f91-86d7-ce5b64bc871f' class='xr-var-data-in' type='checkbox'><label for='data-a1e79042-00e2-4f91-86d7-ce5b64bc871f' 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([[ 910.18712297, -76.74858691, 133.74007145, ..., -61.71852097,\n",
" 207.86278966, 133.98884707],\n",
" [ -2.64326011, 155.54626797, 140.71458724, ..., 163.09525795,\n",
" nan, 508.8718106 ],\n",
" [ 178.32108849, -32.53588582, 698.78831634, ..., -19.16470197,\n",
" 321.538741 , nan],\n",
" ...,\n",
" [ 569.81854795, 251.13741018, 961.34418703, ..., 62.77454064,\n",
" 410.95745846, 419.3555419 ],\n",
" [ 46.21382871, 1234.54837831, nan, ..., 247.89158939,\n",
" 289.19116547, 481.62185699],\n",
" [ 974.28761488, 460.67705462, 955.83037999, ..., 696.05477924,\n",
" 155.30736955, 670.77175067]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b0_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.472e+03 1.472e+03 ... 1.472e+03</div><input id='attrs-1cad77af-044f-4edd-9895-0c99ab2c61b5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1cad77af-044f-4edd-9895-0c99ab2c61b5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9ffdbed7-dcd4-41b1-b83b-e3c43dec816d' class='xr-var-data-in' type='checkbox'><label for='data-9ffdbed7-dcd4-41b1-b83b-e3c43dec816d' 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([[[1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., nan, 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., nan],\n",
" ...,\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., nan, ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b0_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-5ceaf701-21dd-42e5-ad40-df8ba9c164df' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5ceaf701-21dd-42e5-ad40-df8ba9c164df' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c843c1c1-aa73-45b5-8e06-452495ed16a5' class='xr-var-data-in' type='checkbox'><label for='data-c843c1c1-aa73-45b5-8e06-452495ed16a5' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b1</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'>1.878e+03 -16.27 ... 1.741e+03</div><input id='attrs-0df29871-2372-44d9-90f3-609e747d0ca9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0df29871-2372-44d9-90f3-609e747d0ca9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-77613a26-0624-4e2a-88dc-9fe99276f9e1' class='xr-var-data-in' type='checkbox'><label for='data-77613a26-0624-4e2a-88dc-9fe99276f9e1' 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([[1878.01450343, -16.26918992, 708.84920295, ..., -73.93669483,\n",
" 384.8880237 , 198.94304653],\n",
" [ 158.18967519, 334.17465554, 385.91974931, ..., 1132.93976491,\n",
" nan, 1616.75965989],\n",
" [ 315.2416394 , 136.46380924, 1726.37709466, ..., 58.68358273,\n",
" 529.40997156, nan],\n",
" ...,\n",
" [1557.79519926, 839.85822389, 2302.69348157, ..., 301.90090875,\n",
" 950.51319388, 1304.3289992 ],\n",
" [ 440.52883578, 2626.58635531, nan, ..., 758.90111636,\n",
" 1409.49336051, 1720.6881126 ],\n",
" [2264.35710609, 1246.29455749, 2810.37145299, ..., 2045.63371664,\n",
" 370.5899886 , 1741.08380639]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b10</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'>1.037e+03 260.7 ... 3.921 1.421e+03</div><input id='attrs-ba3db116-f43f-438e-a90c-3bc883df977b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ba3db116-f43f-438e-a90c-3bc883df977b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-03f8a202-12be-45e4-aea9-ca3db5474387' class='xr-var-data-in' type='checkbox'><label for='data-03f8a202-12be-45e4-aea9-ca3db5474387' 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([[ 1.03661911e+03, 2.60663929e+02, 3.75909943e+03, ...,\n",
" -1.35439278e+02, 6.44316758e+02, 2.20675308e+02],\n",
" [ 6.76937125e+02, 5.92371363e+02, 1.12977242e+03, ...,\n",
" 3.12835642e+03, nan, 2.05144639e+03],\n",
" [ 6.42789807e+02, 2.80967496e+02, 1.97192042e+03, ...,\n",
" -2.31135578e+01, 3.35862220e+02, nan],\n",
" ...,\n",
" [ 1.66965751e+03, 1.60116648e+03, 4.03688361e+03, ...,\n",
" 1.77045665e+02, 1.01391836e+03, 1.63007029e+03],\n",
" [ 1.75368502e+03, 1.86624710e+03, nan, ...,\n",
" 7.41223332e+02, 1.25677554e+03, 2.26757345e+03],\n",
" [ 1.04874858e+03, 2.49521322e+03, 2.18211060e+03, ...,\n",
" 9.16075217e+02, 3.92084595e+00, 1.42109386e+03]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b10_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.472e+03 1.472e+03 ... 1.472e+03</div><input id='attrs-5633a3ea-35bd-4a75-9606-234d3fe7d1de' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5633a3ea-35bd-4a75-9606-234d3fe7d1de' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2bf7d684-df3f-4eb2-9ab7-8fb78bda52eb' class='xr-var-data-in' type='checkbox'><label for='data-2bf7d684-df3f-4eb2-9ab7-8fb78bda52eb' 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([[[1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., nan, 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., nan],\n",
" ...,\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., nan, ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b10_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-33f434fb-b11a-4d31-ac20-aa7158f364b5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-33f434fb-b11a-4d31-ac20-aa7158f364b5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc847701-3337-4663-a43f-189e14070f0f' class='xr-var-data-in' type='checkbox'><label for='data-dc847701-3337-4663-a43f-189e14070f0f' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b11</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'>-5.688 -14.5 507.2 ... -120.9 79.5</div><input id='attrs-c36c61ea-08bb-4f24-b66c-09e8e8734718' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c36c61ea-08bb-4f24-b66c-09e8e8734718' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f15cdad8-d6d3-4ddf-99fc-77f0a86a168a' class='xr-var-data-in' type='checkbox'><label for='data-f15cdad8-d6d3-4ddf-99fc-77f0a86a168a' 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([[ -5.68803972, -14.49680996, 507.1636428 , ..., -79.29198114,\n",
" -9.74693004, -21.39935686],\n",
" [ -52.28949578, 41.57297995, 82.36631555, ..., 401.21444016,\n",
" nan, 141.32893692],\n",
" [ -15.97894567, -106.02043938, 257.4757058 , ..., -228.19808105,\n",
" 59.09741668, nan],\n",
" ...,\n",
" [ 140.63662652, 121.21403634, 457.4894437 , ..., -153.44863022,\n",
" 152.24465501, 72.19406247],\n",
" [ 159.79698517, 186.00604063, nan, ..., 100.62002503,\n",
" 62.71161484, 91.35950472],\n",
" [ 21.71307913, 255.91509366, 165.45355294, ..., -31.71776153,\n",
" -120.87672089, 79.4973323 ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b11_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.472e+03 1.472e+03 ... 1.472e+03</div><input id='attrs-d5ba1062-0238-490d-86eb-6286b85397e1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d5ba1062-0238-490d-86eb-6286b85397e1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6bad85f4-7800-4d57-a6f5-95e6203e5a01' class='xr-var-data-in' type='checkbox'><label for='data-6bad85f4-7800-4d57-a6f5-95e6203e5a01' 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([[[1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., nan, 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., nan],\n",
" ...,\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., nan, ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b11_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-d7114045-ea36-41dd-98bd-80d1523ed878' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d7114045-ea36-41dd-98bd-80d1523ed878' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef226b20-0a5f-46f9-9528-abe7932fd9a6' class='xr-var-data-in' type='checkbox'><label for='data-ef226b20-0a5f-46f9-9528-abe7932fd9a6' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b1_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.472e+03 1.472e+03 ... 1.472e+03</div><input id='attrs-45d2630f-0878-4b2b-bbe7-bfd88b6f8c06' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-45d2630f-0878-4b2b-bbe7-bfd88b6f8c06' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d9ebe902-178c-4696-b71c-3b4a143b0151' class='xr-var-data-in' type='checkbox'><label for='data-d9ebe902-178c-4696-b71c-3b4a143b0151' 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([[[1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., nan, 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., nan],\n",
" ...,\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., nan, ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b1_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-9687d3ca-aeb8-421e-b715-6cccfeb6690e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9687d3ca-aeb8-421e-b715-6cccfeb6690e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1414cc92-7fb5-4348-913c-f90fe4e15e7f' class='xr-var-data-in' type='checkbox'><label for='data-1414cc92-7fb5-4348-913c-f90fe4e15e7f' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b2</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'>1.849e+03 59.89 ... 261.1 1.665e+03</div><input id='attrs-c7daa735-c732-4fef-9e3e-a92e8995059d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c7daa735-c732-4fef-9e3e-a92e8995059d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-da513efc-bc20-4d3d-962f-b38f16c057ca' class='xr-var-data-in' type='checkbox'><label for='data-da513efc-bc20-4d3d-962f-b38f16c057ca' 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([[1848.64636863, 59.88532297, 1204.24009375, ..., -110.34962356,\n",
" 423.43454112, 132.62026724],\n",
" [ 150.0351446 , 416.25231558, 389.62373085, ..., 1149.48072428,\n",
" nan, 1500.55941141],\n",
" [ 319.95282993, 339.99638503, 2639.59053128, ..., 40.30525117,\n",
" 457.42247503, nan],\n",
" ...,\n",
" [2040.45549649, 908.07613977, 2542.03353332, ..., 253.86437111,\n",
" 867.30579069, 1115.51952303],\n",
" [ 598.42231072, 2787.6859532 , nan, ..., 651.89770897,\n",
" 1516.51825435, 1638.5136461 ],\n",
" [2623.7493192 , 1595.68520711, 3206.28623896, ..., 1979.61954984,\n",
" 261.11317449, 1665.48418062]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b2_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.472e+03 1.472e+03 ... 1.472e+03</div><input id='attrs-1dd59656-60e1-4723-ae84-84aa10df3f90' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1dd59656-60e1-4723-ae84-84aa10df3f90' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1ae8eb2f-acf5-4af9-a464-46fcd545d6af' class='xr-var-data-in' type='checkbox'><label for='data-1ae8eb2f-acf5-4af9-a464-46fcd545d6af' 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([[[1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., nan, 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., nan],\n",
" ...,\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., nan, ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b2_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-44096fb2-8fbb-4c11-a693-678df0937525' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-44096fb2-8fbb-4c11-a693-678df0937525' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c991cb7f-179a-4425-baf4-d4f62bfa0180' class='xr-var-data-in' type='checkbox'><label for='data-c991cb7f-179a-4425-baf4-d4f62bfa0180' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b3</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'>323.2 -155.9 14.27 ... -112.3 246.0</div><input id='attrs-f14b5278-7284-4895-b38c-49b1afa510d2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f14b5278-7284-4895-b38c-49b1afa510d2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f74d4859-e95d-4a67-aea0-3fa87a166486' class='xr-var-data-in' type='checkbox'><label for='data-f74d4859-e95d-4a67-aea0-3fa87a166486' 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([[ 3.23222506e+02, -1.55909837e+02, 1.42735271e+01, ...,\n",
" -1.15516960e+02, 3.99425038e+01, -6.38527484e+01],\n",
" [-1.33914738e+02, 1.85159963e+00, -6.10995327e+01, ...,\n",
" -9.12281848e+01, nan, 7.81456725e+01],\n",
" [-1.30103904e+01, -1.36932368e+02, 4.62545646e+02, ...,\n",
" -1.69716919e+02, 1.03263221e+02, nan],\n",
" ...,\n",
" [ 2.55358960e+02, -4.29655106e+01, 4.00496635e+02, ...,\n",
" -1.46704555e+02, 5.78777974e+01, 5.05297221e+01],\n",
" [-1.37728895e+02, 6.37792309e+02, nan, ...,\n",
" 5.22261866e-01, 1.59951915e+02, 1.19504238e+02],\n",
" [ 5.11313671e+02, 1.70419535e+02, 3.72152564e+02, ...,\n",
" 2.56962981e+02, -1.12282183e+02, 2.46010420e+02]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b3_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.472e+03 1.472e+03 ... 1.472e+03</div><input id='attrs-aae4ce2d-87aa-4a91-a43c-51ea0c198119' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-aae4ce2d-87aa-4a91-a43c-51ea0c198119' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-72e5317f-2d41-4327-b72c-8b87f1b39c63' class='xr-var-data-in' type='checkbox'><label for='data-72e5317f-2d41-4327-b72c-8b87f1b39c63' 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([[[1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., nan, 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., nan],\n",
" ...,\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., nan, ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b3_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-2f43b16a-c6bc-4f06-aea4-ea315a7ce4ae' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2f43b16a-c6bc-4f06-aea4-ea315a7ce4ae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6e9aa1c7-b663-475a-82e1-f0e1bc398eb5' class='xr-var-data-in' type='checkbox'><label for='data-6e9aa1c7-b663-475a-82e1-f0e1bc398eb5' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b8</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'>5.734 28.09 385.1 ... -123.2 135.8</div><input id='attrs-f6559564-7ebd-48ff-9595-597dbb674634' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f6559564-7ebd-48ff-9595-597dbb674634' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4774a0f3-4b17-4673-be55-138d50a9137a' class='xr-var-data-in' type='checkbox'><label for='data-4774a0f3-4b17-4673-be55-138d50a9137a' 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([[ 5.73372762e+00, 2.80887147e+01, 3.85123856e+02, ...,\n",
" -5.47611995e+01, 6.98388723e-02, -2.01894427e+01],\n",
" [-6.03836994e+01, 7.01534210e+01, 9.54116357e+01, ...,\n",
" 3.58609525e+02, nan, 1.52711952e+02],\n",
" [-2.83840776e+01, -1.14717406e+02, 2.42876638e+02, ...,\n",
" -1.94467340e+02, 9.69188910e+01, nan],\n",
" ...,\n",
" [ 1.42669639e+02, 9.77501717e+01, 4.06073266e+02, ...,\n",
" -1.58055676e+02, 1.14425073e+02, 4.57105778e+01],\n",
" [ 1.52409301e+02, 2.13055194e+02, nan, ...,\n",
" 1.37312918e+02, 9.11855136e+01, 6.43443539e+01],\n",
" [ 7.87380548e+01, 2.11621377e+02, 2.17079929e+02, ...,\n",
" -2.59997631e+01, -1.23155226e+02, 1.35789778e+02]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b8_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.472e+03 1.472e+03 ... 1.472e+03</div><input id='attrs-1c250a94-6d1c-43a1-b84f-b1b1e31063a8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1c250a94-6d1c-43a1-b84f-b1b1e31063a8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b287ff4c-c480-4a15-be58-c4f248025fad' class='xr-var-data-in' type='checkbox'><label for='data-b287ff4c-c480-4a15-be58-c4f248025fad' 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([[[1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., nan, 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., nan],\n",
" ...,\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., nan, ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b8_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-87e2e7c0-e59b-4a3d-9655-557e5cfb6a3a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-87e2e7c0-e59b-4a3d-9655-557e5cfb6a3a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4525eeee-3372-4202-b074-4b3e693032d0' class='xr-var-data-in' type='checkbox'><label for='data-4525eeee-3372-4202-b074-4b3e693032d0' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b9</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'>177.2 -1.367 ... -216.0 582.5</div><input id='attrs-0252d99f-9041-4d87-89df-b67db187ee09' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0252d99f-9041-4d87-89df-b67db187ee09' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-af0d75b8-aedc-4a67-9b9f-7600d7b36051' class='xr-var-data-in' type='checkbox'><label for='data-af0d75b8-aedc-4a67-9b9f-7600d7b36051' 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([[ 1.77211630e+02, -1.36656677e+00, 1.79341509e+03, ...,\n",
" -1.50979934e+02, 1.86236572e+02, -3.80005987e+01],\n",
" [ 2.68562159e+02, 1.69451918e+02, 6.42694874e+02, ...,\n",
" 2.05673485e+03, nan, 1.27657965e+03],\n",
" [ 1.45587265e+02, -9.16647530e+01, 6.43223587e+02, ...,\n",
" -2.38651180e+02, 6.29987649e+01, nan],\n",
" ...,\n",
" [ 6.63228939e+02, 6.89842664e+02, 1.95628334e+03, ...,\n",
" -1.17412994e+02, 2.92834697e+02, 7.30680297e+02],\n",
" [ 9.13082318e+02, 7.11712873e+02, nan, ...,\n",
" 2.60717414e+02, 5.01392843e+02, 1.11200672e+03],\n",
" [ 2.53652350e+02, 1.16765774e+03, 8.74164204e+02, ...,\n",
" 1.73569797e+02, -2.15987737e+02, 5.82450527e+02]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b9_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.472e+03 1.472e+03 ... 1.472e+03</div><input id='attrs-230564d6-06c0-4111-aca3-cb77d3267833' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-230564d6-06c0-4111-aca3-cb77d3267833' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-df78031b-4429-4d0f-9176-c0fb10a80134' class='xr-var-data-in' type='checkbox'><label for='data-df78031b-4429-4d0f-9176-c0fb10a80134' 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([[[1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., nan, 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., nan],\n",
" ...,\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.],\n",
" [1472., 1472., nan, ..., 1472., 1472., 1472.],\n",
" [1472., 1472., 1472., ..., 1472., 1472., 1472.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>b9_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-021031bb-aef4-4d20-bac7-e249f9dce298' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-021031bb-aef4-4d20-bac7-e249f9dce298' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f1090bfd-403f-4ad6-951d-fee583c8e1d9' class='xr-var-data-in' type='checkbox'><label for='data-f1090bfd-403f-4ad6-951d-fee583c8e1d9' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</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'>2113321 0 2097193 0 ... 0 0 0 0</div><input id='attrs-7602fb8a-c510-47d8-9e73-cca9a16e8f03' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7602fb8a-c510-47d8-9e73-cca9a16e8f03' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eee8f7cc-cd1c-4eab-b490-8c0c1aada4f5' class='xr-var-data-in' type='checkbox'><label for='data-eee8f7cc-cd1c-4eab-b490-8c0c1aada4f5' 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([[2113321, 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>delay_mm</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'>7.547 7.538 7.542 ... 7.685 7.684</div><input id='attrs-6190ec0d-32b9-4562-afa3-184ac42750be' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6190ec0d-32b9-4562-afa3-184ac42750be' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ce43693c-ca56-43eb-ba8a-778d8f3f3fd6' class='xr-var-data-in' type='checkbox'><label for='data-ce43693c-ca56-43eb-ba8a-778d8f3f3fd6' 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([[7.54740322, 7.53764357, 7.54194447, ..., 7.55709188, 7.55785311,\n",
" 7.56983982],\n",
" [7.54280813, 7.53969974, 7.54118444, ..., 7.55444417, 7.55573894,\n",
" 7.5550467 ],\n",
" [7.54390978, 7.54516831, 7.54560365, ..., 7.55784411, 7.5563247 ,\n",
" 7.56206228],\n",
" ...,\n",
" [7.68743078, 7.68248025, 7.68760933, ..., 7.68517541, 7.68328979,\n",
" 7.68549132],\n",
" [7.68576805, 7.68899248, 7.68357924, ..., 7.68733298, 7.68213797,\n",
" 7.68626792],\n",
" [7.68714919, 7.68634461, 7.68540215, ..., 7.68478565, 7.68481265,\n",
" 7.6839372 ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>delay_ps</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'>50.32 50.25 50.28 ... 51.23 51.23</div><input id='attrs-67fbee59-9873-4b9e-a165-a6e61e91ec60' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-67fbee59-9873-4b9e-a165-a6e61e91ec60' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-183a3d98-3ebb-43b1-b290-186e67fc9a25' class='xr-var-data-in' type='checkbox'><label for='data-183a3d98-3ebb-43b1-b290-186e67fc9a25' 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([[50.31602145, 50.25095712, 50.2796298 , ..., 50.38061254,\n",
" 50.38568743, 50.46559883],\n",
" [50.28538751, 50.26466491, 50.27456292, ..., 50.36296114,\n",
" 50.37159292, 50.366978 ],\n",
" [50.29273188, 50.30112205, 50.30402433, ..., 50.38562743,\n",
" 50.37549802, 50.41374851],\n",
" ...,\n",
" [51.24953852, 51.21653501, 51.25072884, ..., 51.23450272,\n",
" 51.22193196, 51.23660881],\n",
" [51.2384537 , 51.25994985, 51.2238616 , ..., 51.24888654,\n",
" 51.21425312, 51.24178612],\n",
" [51.24766124, 51.24229742, 51.23601431, ..., 51.23190434,\n",
" 51.23208436, 51.22624802]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>n</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'>1.874e+05 7.644e+04 ... 2.598e+05</div><input id='attrs-650701cf-c472-40f0-a8e5-f99c71d29d87' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-650701cf-c472-40f0-a8e5-f99c71d29d87' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c39db01e-1b17-4543-8e5a-1eabf639bdd8' class='xr-var-data-in' type='checkbox'><label for='data-c39db01e-1b17-4543-8e5a-1eabf639bdd8' 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([[187406.50960597, 76441.13158645, 262844.72601474, ...,\n",
" 25974.02925438, 137536.78831481, 74189.75486915],\n",
" [122789.8279239 , 122713.37909417, 155280.89722051, ...,\n",
" 307990.51511238, nan, 292989.98458394],\n",
" [121004.12011992, 121173.04885506, 280910.94621504, ...,\n",
" 84838.04579901, 82739.47547542, nan],\n",
" ...,\n",
" [267634.6639253 , 204832.42531535, 320383.52261094, ...,\n",
" 113983.64270843, 169680.79675127, 234165.64158275],\n",
" [210753.84974527, 279239.33899421, nan, ...,\n",
" 166444.39586596, 274596.56508634, 285759.36154168],\n",
" [246767.50243583, 266764.60132537, 337495.5206226 , ...,\n",
" 257363.38644143, 63940.80971714, 259762.5190103 ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>n_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.314e+03 6.314e+03 ... 6.314e+03</div><input id='attrs-0137a987-ab85-4186-a3c0-96c26f4acf6e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0137a987-ab85-4186-a3c0-96c26f4acf6e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c111fef9-3bc2-4c6f-a7c8-a45c74b735b2' class='xr-var-data-in' type='checkbox'><label for='data-c111fef9-3bc2-4c6f-a7c8-a45c74b735b2' 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([[[6314., 6314., 6314., ..., 6314., 6314., 6314.],\n",
" [6314., 6314., 6314., ..., 6314., nan, 6314.],\n",
" [6314., 6314., 6314., ..., 6314., 6314., nan],\n",
" ...,\n",
" [6314., 6314., 6314., ..., 6314., 6314., 6314.],\n",
" [6314., 6314., nan, ..., 6314., 6314., 6314.],\n",
" [6314., 6314., 6314., ..., 6314., 6314., 6314.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>n_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-0dad990b-2134-4b1e-86cf-f1174d6b716e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0dad990b-2134-4b1e-86cf-f1174d6b716e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c4895462-8aa5-466a-826a-5d7f45c5c1c7' class='xr-var-data-in' type='checkbox'><label for='data-c4895462-8aa5-466a-826a-5d7f45c5c1c7' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</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'>777.5 777.5 777.5 ... 777.5 777.5</div><input id='attrs-16ad83b2-ba34-499f-83ea-bb688ebd10e5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-16ad83b2-ba34-499f-83ea-bb688ebd10e5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2314d711-30f9-489d-90dd-712973a3c1e9' class='xr-var-data-in' type='checkbox'><label for='data-2314d711-30f9-489d-90dd-712973a3c1e9' 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([777.53568622, 777.5084665 , 777.54475989, ..., 777.5084665 ,\n",
" 777.49939369, 777.5084665 ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>p</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'>1.9e+05 7.697e+04 ... 2.633e+05</div><input id='attrs-58425b4c-aab5-4c60-acc0-404f3e1810ba' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-58425b4c-aab5-4c60-acc0-404f3e1810ba' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b571c797-cbc6-4a0c-b89a-100d3d2c54ba' class='xr-var-data-in' type='checkbox'><label for='data-b571c797-cbc6-4a0c-b89a-100d3d2c54ba' 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([[189990.89720632, 76966.99484968, 265696.48386793, ...,\n",
" 26394.842118 , 139465.09497177, 75229.03168402],\n",
" [124575.17036228, 123442.61679357, 157342.23225555, ...,\n",
" 312304.14339187, nan, 297373.36313606],\n",
" [122675.42836199, 121600.10681348, 283557.69612189, ...,\n",
" 87020.83301068, 83976.53611543, nan],\n",
" ...,\n",
" [270656.82797051, 206610.75943637, 324712.36747929, ...,\n",
" 115604.1057048 , 172223.18709096, 236929.41305388],\n",
" [211421.01009543, 280974.38831463, nan, ...,\n",
" 167751.42124128, 277974.47720233, 290196.31135339],\n",
" [248913.52500015, 268493.62947407, 339748.42323258, ...,\n",
" 261174.80125343, 65687.15710219, 263252.333133 ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>p_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.396e+03 6.396e+03 ... 6.396e+03</div><input id='attrs-8072d5f8-425c-4dfd-8105-a34de316f403' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8072d5f8-425c-4dfd-8105-a34de316f403' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1c930376-54d8-4b22-9c1f-d31ded35d491' class='xr-var-data-in' type='checkbox'><label for='data-1c930376-54d8-4b22-9c1f-d31ded35d491' 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([[[6396., 6396., 6396., ..., 6396., 6396., 6396.],\n",
" [6396., 6396., 6396., ..., 6396., nan, 6396.],\n",
" [6396., 6396., 6396., ..., 6396., 6396., nan],\n",
" ...,\n",
" [6396., 6396., 6396., ..., 6396., 6396., 6396.],\n",
" [6396., 6396., nan, ..., 6396., 6396., 6396.],\n",
" [6396., 6396., 6396., ..., 6396., 6396., 6396.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>p_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-5b432ef7-57e7-47e9-827d-58652c777391' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5b432ef7-57e7-47e9-827d-58652c777391' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-af8378d7-ed1c-49a8-8fd8-c7ee96fe5dec' class='xr-var-data-in' type='checkbox'><label for='data-af8378d7-ed1c-49a8-8fd8-c7ee96fe5dec' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sat</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'>6.683e+05 2.927e+05 ... 9.515e+05</div><input id='attrs-5d39fad6-0a1f-4411-9632-71448fdc81f0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5d39fad6-0a1f-4411-9632-71448fdc81f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0bf2b89a-2f4d-46e7-96b7-3d28f2d8e376' class='xr-var-data-in' type='checkbox'><label for='data-0bf2b89a-2f4d-46e7-96b7-3d28f2d8e376' 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([[ 668328.6097408 , 292695.99945864, 1029476.07748022, ...,\n",
" 95139.25777876, 522036.9230599 , 283841.23222946],\n",
" [ 473813.29716808, 447798.88084907, 588117.64413874, ...,\n",
" 1164004.83905182, nan, 1087048.94310171],\n",
" [ 446937.73531494, 438152.90969499, 1008241.28251139, ...,\n",
" 311403.11613526, 307945.15630276, nan],\n",
" ...,\n",
" [ 967425.73902009, 762023.86904562, 1207470.79189484, ...,\n",
" 423842.24193388, 630155.66649458, 883696.17076597],\n",
" [ 787715.79798179, 998254.180202 , nan, ...,\n",
" 613929.36763788, 992850.14306522, 1076142.41078075],\n",
" [ 869169.68978325, 1002163.17288605, 1207092.68841541, ...,\n",
" 916803.55058114, 233688.06056462, 951521.3074596 ]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sat_area</span></div><div class='xr-var-dims'>(dim_0, trainId, sa3_pId)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.911e+04 1.911e+04 ... 1.911e+04</div><input id='attrs-9140cde5-2286-466b-875f-e11e4524302a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9140cde5-2286-466b-875f-e11e4524302a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e05f49a0-f600-4f6b-9b42-5b9ad9283b2f' class='xr-var-data-in' type='checkbox'><label for='data-e05f49a0-f600-4f6b-9b42-5b9ad9283b2f' 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([[[19106., 19106., 19106., ..., 19106., 19106., 19106.],\n",
" [19106., 19106., 19106., ..., 19106., nan, 19106.],\n",
" [19106., 19106., 19106., ..., 19106., 19106., nan],\n",
" ...,\n",
" [19106., 19106., 19106., ..., 19106., 19106., 19106.],\n",
" [19106., 19106., nan, ..., 19106., 19106., 19106.],\n",
" [19106., 19106., 19106., ..., 19106., 19106., 19106.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sat_sat</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'>0.0 0.0 0.0 0.0 ... nan 0.0 0.0 0.0</div><input id='attrs-60be76f2-923d-4840-af8f-4e22d755265a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-60be76f2-923d-4840-af8f-4e22d755265a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5aded503-0762-49b8-bd98-bc64bf3ea8dc' class='xr-var-data-in' type='checkbox'><label for='data-5aded503-0762-49b8-bd98-bc64bf3ea8dc' 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., nan, 0.],\n",
" [ 0., 0., 0., ..., 0., 0., nan],\n",
" ...,\n",
" [ 0., 0., 0., ..., 0., 0., 0.],\n",
" [ 0., 0., nan, ..., 0., 0., 0.],\n",
" [ 0., 0., 0., ..., 0., 0., 0.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2b0920ab-8ea8-4d5d-80d6-5f011ebf10ee' class='xr-section-summary-in' type='checkbox' checked><label for='section-2b0920ab-8ea8-4d5d-80d6-5f011ebf10ee' 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>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202122/p002937/raw/r0688</dd><dt><span>saturation (%) :</span></dt><dd>6.896367959334262</dd></dl></div></li></ul></div></div>"
],
"text/plain": [
"<xarray.Dataset>\n",
"Dimensions: (trainId: 25896, sa3_pId: 20, dim_0: 1, pulse_slot: 2700)\n",
"Coordinates:\n",
" * sa3_pId (sa3_pId) int64 602 642 682 722 ... 1242 1282 1322 1362\n",
" * trainId (trainId) uint64 1155313075 1155313076 ... 1155353394\n",
"Dimensions without coordinates: dim_0, pulse_slot\n",
"Data variables: (12/78)\n",
" 0 (trainId, sa3_pId) float64 2.909e+05 ... 4.285e+05\n",
" 0X (trainId, sa3_pId) float64 6.245e+04 ... 9.256e+04\n",
" 0X_area (dim_0, trainId, sa3_pId) float64 2.132e+03 ... 2.132e+03\n",
" 0X_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 0_area (dim_0, trainId, sa3_pId) float64 6.396e+03 ... 6.396e+03\n",
" 0_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" ... ...\n",
" p (trainId, sa3_pId) float64 1.9e+05 ... 2.633e+05\n",
" p_area (dim_0, trainId, sa3_pId) float64 6.396e+03 ... 6.396e+03\n",
" p_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" sat (trainId, sa3_pId) float64 6.683e+05 ... 9.515e+05\n",
" sat_area (dim_0, trainId, sa3_pId) float64 1.911e+04 ... 1.911e+04\n",
" sat_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
"Attributes:\n",
" runFolder: /gpfs/exfel/exp/SCS/202122/p002937/raw/r0688\n",
" saturation (%): 6.896367959334262"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ds = xr.open_mfdataset(fnames, parallel=True, join='outer')\n",
"ds.load()\n",
"ds.close()\n",
"ds"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"if xaxis == 'delay_mm':\n",
" bin_width = 0.05*0.15 #0.15mm is 1ps\n",
"else:\n",
" bin_width = 0.1"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"scrolled": false
},
"outputs": [],
"source": [
"dXAS = tb.xas(ds, bin_width, Iokey = 'p', Itkey = 'n', nrjkey = xaxis, plot=False)\n",
"XASp = tb.xas(ds, bin_width, Iokey = '0', Itkey = 'p', nrjkey = xaxis, plot=False)\n",
"XASn = tb.xas(ds, bin_width, Iokey = '0', Itkey = 'n', nrjkey = xaxis, plot=False)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"ph = ds['nrj'].mean().values\n",
"t0 = 7.57 #mm\n",
"t = -(ds['delay_ps'].mean().values - t0/.15)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"f = plt.figure()\n",
"ax = f.gca()\n",
"ax.errorbar(dXAS['nrj'], dXAS['muA'] - dXAS['muA'][0], dXAS['sterrA'], c='C3')\n",
"ax.set_ylabel('dXAS')\n",
"runs = \",\".join([f'{r}' for r,d in runlist])\n",
"ax.set_title(f'p:{proposal} run:{runs}')\n",
"if xaxis == 'delay_mm':\n",
" ax.set_xlabel('delay (mm)')\n",
" ax.axvline(t0, c='k', alpha=0.5, ls='--')\n",
" ax.text(0.02, 0.85, f'E = {ph:.1f} eV', transform=ax.transAxes)\n",
" secax = ax.secondary_xaxis('top', functions=(lambda x: -(x - t0)/0.15, lambda x: -x*0.15 + t0))\n",
" secax.set_xlabel('delay (ps)')\n",
" ax.set_xlim([np.nanmax(dXAS['nrj']), np.nanmin(dXAS['nrj'])])\n",
"if xaxis == 'nrj':\n",
" ax.set_xlabel('Energy (eV)')\n",
" ax.text(0.02, 0.85, f't = {t:.1f} ps', transform=ax.transAxes)\n",
" ax2 = ax.twinx()\n",
" ax2.errorbar(XASp['nrj'], XASp['muA'] - XASp['muA'][0], XASp['sterrA'], label='p')\n",
" ax2.errorbar(XASn['nrj'], XASn['muA'] - XASn['muA'][0], XASn['sterrA'], label='n')\n",
" ax2.set_ylabel('XAS')\n",
" ax.legend(loc=2)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### save the figure"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"fname = path + savename + '.png'\n",
"f.savefig(fname, dpi=300)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Saving binned data"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
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" --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 !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: '►';\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: '▼';\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,\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",
" 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_mm: 134)\n",
"Coordinates:\n",
" * delay_mm (delay_mm) float64 6.716 6.724 6.731 ... 7.699 7.706 7.714\n",
"Data variables: (12/15)\n",
" dXAS_muA (delay_mm) float64 0.01155 0.01254 0.01352 ... 0.01128 0.01315\n",
" dXAS_sterrA (delay_mm) float64 0.0003915 0.0001611 ... 9.847e-05 0.0003488\n",
" dXAS_sigmaA (delay_mm) float64 0.003796 0.003907 ... 0.003858 0.00347\n",
" dXAS_muIo (delay_mm) float64 2.107e+05 2.187e+05 ... 2.244e+05 2.267e+05\n",
" dXAS_counts (delay_mm) int64 94 588 307 247 467 ... 3495 3734 3749 1535 99\n",
" XASp_muA (delay_mm) float64 0.5399 0.5283 0.5279 ... 0.5221 0.5336\n",
" ... ...\n",
" XASp_counts (delay_mm) int64 94 588 307 247 467 ... 3495 3734 3749 1535 99\n",
" XASn_muA (delay_mm) float64 0.5514 0.5409 0.5414 ... 0.532 0.5334 0.5468\n",
" XASn_sterrA (delay_mm) float64 0.005814 0.002697 ... 0.001676 0.00694\n",
" XASn_sigmaA (delay_mm) float64 0.05637 0.0654 0.06379 ... 0.06566 0.06905\n",
" XASn_muIo (delay_mm) float64 3.615e+05 3.709e+05 ... 3.782e+05 3.865e+05\n",
" XASn_counts (delay_mm) int64 94 588 307 247 467 ... 3495 3734 3749 1535 99\n",
"Attributes:\n",
" runs: 688,690</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-b6ded4f2-e053-4955-9450-cdbb0f625e63' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b6ded4f2-e053-4955-9450-cdbb0f625e63' 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_mm</span>: 134</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-e798771a-b88f-4fe7-a76d-a758ca8744ae' class='xr-section-summary-in' type='checkbox' checked><label for='section-e798771a-b88f-4fe7-a76d-a758ca8744ae' 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_mm</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.716 6.724 6.731 ... 7.706 7.714</div><input id='attrs-cc049c62-5b9a-444e-9cae-a2e3c09a099a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cc049c62-5b9a-444e-9cae-a2e3c09a099a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b7de07d5-0573-402c-915d-513c0e1883ba' class='xr-var-data-in' type='checkbox'><label for='data-b7de07d5-0573-402c-915d-513c0e1883ba' 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'><dt><span>units :</span></dt><dd>mm</dd></dl></div><div class='xr-var-data'><pre>array([6.716352, 6.723852, 6.731352, 6.738852, 6.746352, 6.753852, 6.761352,\n",
" 6.768852, 6.776352, 6.783852, 6.791352, 6.798852, 6.806352, 6.813852,\n",
" 6.821352, 6.828852, 6.836352, 6.843852, 6.851352, 6.858852, 6.866352,\n",
" 6.873852, 6.881352, 6.888852, 6.896352, 6.903852, 6.911352, 6.918852,\n",
" 6.926352, 6.933852, 6.941352, 6.948852, 6.956352, 6.963852, 6.971352,\n",
" 6.978852, 6.986352, 6.993852, 7.001352, 7.008852, 7.016352, 7.023852,\n",
" 7.031352, 7.038852, 7.046352, 7.053852, 7.061352, 7.068852, 7.076352,\n",
" 7.083852, 7.091352, 7.098852, 7.106352, 7.113852, 7.121352, 7.128852,\n",
" 7.136352, 7.143852, 7.151352, 7.158852, 7.166352, 7.173852, 7.181352,\n",
" 7.188852, 7.196352, 7.203852, 7.211352, 7.218852, 7.226352, 7.233852,\n",
" 7.241352, 7.248852, 7.256352, 7.263852, 7.271352, 7.278852, 7.286352,\n",
" 7.293852, 7.301352, 7.308852, 7.316352, 7.323852, 7.331352, 7.338852,\n",
" 7.346352, 7.353852, 7.361352, 7.368852, 7.376352, 7.383852, 7.391352,\n",
" 7.398852, 7.406352, 7.413852, 7.421352, 7.428852, 7.436352, 7.443852,\n",
" 7.451352, 7.458852, 7.466352, 7.473852, 7.481352, 7.488852, 7.496352,\n",
" 7.503852, 7.511352, 7.518852, 7.526352, 7.533852, 7.541352, 7.548852,\n",
" 7.556352, 7.563852, 7.571352, 7.578852, 7.586352, 7.593852, 7.601352,\n",
" 7.608852, 7.616352, 7.623852, 7.631352, 7.638852, 7.646352, 7.653852,\n",
" 7.661352, 7.668852, 7.676352, 7.683852, 7.691352, 7.698852, 7.706352,\n",
" 7.713852])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d47cefe6-dacb-410a-9df5-badc449506c2' class='xr-section-summary-in' type='checkbox' ><label for='section-d47cefe6-dacb-410a-9df5-badc449506c2' class='xr-section-summary' >Data variables: <span>(15)</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>dXAS_muA</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.01155 0.01254 ... 0.01128 0.01315</div><input id='attrs-6a84baab-2347-46bd-8c70-bf0fc71e45fb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6a84baab-2347-46bd-8c70-bf0fc71e45fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-60221e3b-b6e7-480c-a35e-a6686a5d26d4' class='xr-var-data-in' type='checkbox'><label for='data-60221e3b-b6e7-480c-a35e-a6686a5d26d4' 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([0.01154773, 0.01254445, 0.01352124, 0.01254797, 0.01312793,\n",
" 0.01386991, 0.01246815, 0.01322961, 0.01349947, 0.01249082,\n",
" 0.01307315, 0.01397769, 0.0125552 , 0.01305398, 0.01342472,\n",
" 0.01348551, 0.01439742, 0.01382439, 0.01407038, 0.01430988,\n",
" 0.01325948, 0.01387517, 0.01356435, 0.01260964, 0.01288505,\n",
" 0.01370188, 0.01286549, 0.01365972, 0.01270891, 0.01258189,\n",
" 0.01452828, 0.01271146, 0.01285945, 0.01347758, 0.0129547 ,\n",
" 0.01360736, 0.01333631, 0.01222969, 0.0122804 , 0.01234595,\n",
" 0.01282445, 0.01287346, 0.01268954, 0.01262415, 0.0126174 ,\n",
" 0.01256875, 0.01249456, 0.01249473, 0.01264892, 0.01259524,\n",
" 0.01248485, 0.01268575, 0.01253872, 0.012425 , 0.01242875,\n",
" 0.01236981, 0.01236384, 0.01229984, 0.01238826, 0.01221106,\n",
" 0.01197197, 0.01218546, 0.01226129, 0.01222666, 0.01223607,\n",
" 0.01210659, 0.01206674, 0.01207318, 0.01203217, 0.01198166,\n",
" 0.01192746, 0.01178314, 0.01206876, 0.01199827, 0.01188479,\n",
" 0.01192072, 0.01196299, 0.01208888, 0.01170176, 0.01182635,\n",
" 0.01173473, 0.01165047, 0.0118512 , 0.01164789, 0.01155958,\n",
" 0.01170846, 0.01173454, 0.01168499, 0.01156087, 0.01156731,\n",
" 0.01165117, 0.01168095, 0.01155194, 0.01146482, 0.01121638,\n",
" 0.01131074, 0.01144779, 0.01118668, 0.01124559, 0.01132235,\n",
" 0.01165109, 0.01168422, 0.01158787, 0.01204798, 0.01230258,\n",
" 0.012849 , 0.0134139 , 0.01394265, 0.0144671 , 0.01489742,\n",
" 0.01486646, 0.01436536, 0.01342632, 0.01260089, 0.01174585,\n",
" 0.0114215 , 0.01102588, 0.01105995, 0.01097999, 0.01105905,\n",
" 0.01076589, 0.01102151, 0.01108233, 0.01096043, 0.01096086,\n",
" 0.01116344, 0.01112075, 0.01098873, 0.01078453, 0.01081448,\n",
" 0.01077031, 0.01071753, 0.01127673, 0.01315424])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dXAS_sterrA</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0003915 0.0001611 ... 0.0003488</div><input id='attrs-ad693cc5-db07-4f1d-8f61-fa1d39df7222' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ad693cc5-db07-4f1d-8f61-fa1d39df7222' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0cc3f17f-5cfc-453d-8678-14fcbcb9d25f' class='xr-var-data-in' type='checkbox'><label for='data-0cc3f17f-5cfc-453d-8678-14fcbcb9d25f' 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([3.91534445e-04, 1.61112308e-04, 2.19357885e-04, 2.46879244e-04,\n",
" 1.81797074e-04, 4.30674178e-04, 2.47542677e-04, 2.01913828e-04,\n",
" 4.10543618e-04, 1.90499256e-04, 2.00710859e-04, 3.61620575e-04,\n",
" 1.82769115e-04, 2.23071313e-04, 2.71438392e-04, 1.85326633e-04,\n",
" 3.30265249e-04, 2.16268485e-04, 2.00834985e-04, 3.94001606e-04,\n",
" 1.85297771e-04, 2.31424163e-04, 4.61724908e-04, 1.70796118e-04,\n",
" 2.45788565e-04, 3.46216319e-04, 1.70969149e-04, 2.95489022e-04,\n",
" 3.02925215e-04, 1.63291803e-04, 2.79300822e-04, 2.43539650e-04,\n",
" 1.84874261e-04, 3.62952500e-04, 2.02308615e-04, 1.90508945e-04,\n",
" 3.06275857e-04, 1.57243431e-04, 8.14574007e-05, 5.42024537e-05,\n",
" 5.13108329e-05, 5.16840557e-05, 4.95858407e-05, 5.03216447e-05,\n",
" 5.20102544e-05, 4.96237417e-05, 5.19857281e-05, 4.97056093e-05,\n",
" 5.17645297e-05, 5.12748921e-05, 4.99448355e-05, 5.22170149e-05,\n",
" 5.24344566e-05, 5.13947604e-05, 4.98900156e-05, 5.11818460e-05,\n",
" 4.99074948e-05, 5.31292018e-05, 5.15300147e-05, 5.20094870e-05,\n",
" 5.00871249e-05, 4.92025207e-05, 5.14037383e-05, 5.23980242e-05,\n",
" 4.91466141e-05, 5.12981889e-05, 4.87246910e-05, 5.29334040e-05,\n",
" 4.96882808e-05, 5.24554294e-05, 5.28012865e-05, 5.14687803e-05,\n",
" 5.08931908e-05, 5.08666386e-05, 5.03300173e-05, 5.08216999e-05,\n",
" 4.83851670e-05, 5.32870399e-05, 5.19970866e-05, 4.86270683e-05,\n",
" 5.40652327e-05, 4.92770609e-05, 5.30189431e-05, 5.07791251e-05,\n",
" 4.69330112e-05, 5.16217495e-05, 5.11907326e-05, 5.11707428e-05,\n",
" 5.09537325e-05, 4.80688701e-05, 5.33644933e-05, 5.25870391e-05,\n",
" 4.95257344e-05, 5.27693463e-05, 5.17490255e-05, 5.04515266e-05,\n",
" 5.45874337e-05, 4.92694681e-05, 4.89476032e-05, 5.22709596e-05,\n",
" 5.61052169e-05, 5.94342036e-05, 5.57418475e-05, 5.82885201e-05,\n",
" 5.73971468e-05, 5.97411145e-05, 5.87373333e-05, 5.95443619e-05,\n",
" 6.06528044e-05, 5.93704063e-05, 6.42831737e-05, 7.12025514e-05,\n",
" 6.96392300e-05, 6.60412026e-05, 6.46552490e-05, 6.51248878e-05,\n",
" 6.20173748e-05, 5.77919956e-05, 5.90440584e-05, 5.84278116e-05,\n",
" 5.68519459e-05, 5.90477297e-05, 6.12177335e-05, 6.28652440e-05,\n",
" 6.62909497e-05, 6.43210916e-05, 6.48530292e-05, 6.65867349e-05,\n",
" 6.19458517e-05, 6.54928494e-05, 6.26514190e-05, 6.13822378e-05,\n",
" 9.84746879e-05, 3.48789986e-04])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dXAS_sigmaA</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.003796 0.003907 ... 0.00347</div><input id='attrs-75a0ee92-ffd1-424b-a823-a660c3e335cf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-75a0ee92-ffd1-424b-a823-a660c3e335cf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-29f689e8-23b2-4cab-bf38-54f292cdf424' class='xr-var-data-in' type='checkbox'><label for='data-29f689e8-23b2-4cab-bf38-54f292cdf424' 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([0.00379607, 0.00390677, 0.00384346, 0.00388001, 0.00392867,\n",
" 0.00392363, 0.00392962, 0.00382572, 0.00395914, 0.00379567,\n",
" 0.00381878, 0.00374063, 0.00393272, 0.00372603, 0.00387692,\n",
" 0.00420981, 0.00386566, 0.0042103 , 0.00388915, 0.00426178,\n",
" 0.00380651, 0.00413984, 0.00454746, 0.0035989 , 0.00423584,\n",
" 0.00418335, 0.00385345, 0.00411569, 0.00390292, 0.00378753,\n",
" 0.00336323, 0.00397201, 0.00396942, 0.00400894, 0.00389674,\n",
" 0.0036744 , 0.00368805, 0.00403047, 0.00393954, 0.00385524,\n",
" 0.00387354, 0.00393037, 0.0038962 , 0.00387313, 0.0039899 ,\n",
" 0.00399833, 0.00394338, 0.00387289, 0.00395686, 0.00386777,\n",
" 0.00391231, 0.00394334, 0.00394445, 0.0039594 , 0.00393847,\n",
" 0.00392468, 0.00396317, 0.00392941, 0.00401604, 0.00399966,\n",
" 0.00386613, 0.00393405, 0.00394237, 0.00394345, 0.00387729,\n",
" 0.00388819, 0.00390558, 0.00393598, 0.00392128, 0.00396932,\n",
" 0.00397485, 0.0039366 , 0.00389058, 0.00397542, 0.00388748,\n",
" 0.00402808, 0.0039726 , 0.00401284, 0.00396442, 0.00389108,\n",
" 0.00401068, 0.00391218, 0.00396651, 0.00393071, 0.00391265,\n",
" 0.00402418, 0.00399386, 0.0040178 , 0.0039125 , 0.00390986,\n",
" 0.00400696, 0.00406726, 0.00401128, 0.00402745, 0.00403609,\n",
" 0.00396422, 0.00404095, 0.00394617, 0.0039475 , 0.00399933,\n",
" 0.00404191, 0.00403409, 0.00401922, 0.00406434, 0.00403988,\n",
" 0.00415018, 0.00410784, 0.00418466, 0.00413107, 0.00425027,\n",
" 0.00421043, 0.00449423, 0.00449753, 0.00440253, 0.00419961,\n",
" 0.00410493, 0.0040359 , 0.00382695, 0.00390897, 0.00384782,\n",
" 0.00386175, 0.00385306, 0.00379797, 0.00391737, 0.00387845,\n",
" 0.00382913, 0.00385644, 0.00389689, 0.00381005, 0.00387184,\n",
" 0.00382841, 0.00375838, 0.00385815, 0.00347042])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dXAS_muIo</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.107e+05 2.187e+05 ... 2.267e+05</div><input id='attrs-ad011a33-e0be-42d7-882b-021973b237a7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ad011a33-e0be-42d7-882b-021973b237a7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3e11d5ee-9ffb-40e3-a79e-ed903c05b943' class='xr-var-data-in' type='checkbox'><label for='data-3e11d5ee-9ffb-40e3-a79e-ed903c05b943' 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([210713.14315558, 218672.57630266, 222394.39806545, 231818.55038828,\n",
" 232161.34617919, 227637.40117913, 217085.01209407, 222504.27773424,\n",
" 221683.51745931, 220977.84856487, 221398.62638367, 218786.462315 ,\n",
" 231080.72405983, 221606.65171756, 225695.44468827, 217023.09090682,\n",
" 229299.35511219, 218836.09782921, 228086.33953976, 240126.11534775,\n",
" 216435.12351717, 219777.60345135, 237153.08704184, 228497.06691482,\n",
" 215444.5374572 , 216900.03964157, 219071.01625304, 224336.28445056,\n",
" 199877.15512158, 218461.31576768, 233783.42714032, 232073.06522589,\n",
" 223708.14520521, 223904.10833636, 223309.3297832 , 223371.03752454,\n",
" 234701.23952916, 219982.72787804, 220061.62820675, 223049.42106843,\n",
" 223920.80619683, 222444.1154048 , 223727.44515557, 224860.09132477,\n",
" 223192.99183472, 223024.73620289, 226220.60299154, 222573.07841822,\n",
" 223976.80800484, 226756.09687734, 223312.07327467, 224209.6339205 ,\n",
" 223961.98832768, 224912.49121143, 228423.31881197, 225043.87198956,\n",
" 223203.83821204, 222608.26866028, 221157.10428112, 221244.05093379,\n",
" 221292.31675769, 220680.78293633, 221883.49648162, 224373.45666152,\n",
" 223415.65308671, 223745.90277075, 223471.17516864, 223050.54921355,\n",
" 221843.32694409, 222290.39526854, 221780.63930035, 221276.2424722 ,\n",
" 225780.07809559, 221044.71439119, 223958.58330605, 221820.89431783,\n",
" 221006.65941364, 222279.20434786, 220265.17749061, 224103.80172896,\n",
" 226460.24268818, 224438.9925271 , 222987.70520385, 221648.56315241,\n",
" 223167.69872561, 223965.13064294, 222535.80159362, 221415.54938719,\n",
" 225647.31238226, 224987.6967561 , 223694.40488058, 224901.75485877,\n",
" 224777.10916307, 222313.8009572 , 224582.98683159, 222198.9047561 ,\n",
" 221918.7553764 , 222084.40062398, 223452.91310313, 222396.85276252,\n",
" 225697.57733597, 225955.75107075, 224915.4912461 , 221622.81757565,\n",
" 223599.69732692, 226896.73697917, 225864.98618553, 222291.7032266 ,\n",
" 226967.34287913, 225565.96001351, 226074.6957432 , 223042.32087432,\n",
" 223806.62542423, 222018.07889685, 225869.8560171 , 222776.7028185 ,\n",
" 224359.12759176, 224229.20244383, 222961.79535104, 226942.18446768,\n",
" 224734.40370245, 222284.51741556, 221888.46362309, 222737.95639695,\n",
" 225808.82586499, 225417.86460365, 228109.01990052, 229254.58971023,\n",
" 226611.88405668, 225489.57378467, 228355.81513747, 226684.13840338,\n",
" 224370.04905787, 226666.7863673 ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dXAS_counts</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>94 588 307 247 ... 3749 1535 99</div><input id='attrs-030c7a64-8839-42fc-b5cc-4ceb16e17435' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-030c7a64-8839-42fc-b5cc-4ceb16e17435' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-459eaa84-1f60-4c84-acd4-970b793baf7e' class='xr-var-data-in' type='checkbox'><label for='data-459eaa84-1f60-4c84-acd4-970b793baf7e' 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([ 94, 588, 307, 247, 467, 83, 252, 359, 93, 397, 362,\n",
" 107, 463, 279, 204, 516, 137, 379, 375, 117, 422, 320,\n",
" 97, 444, 297, 146, 508, 194, 166, 538, 145, 266, 461,\n",
" 122, 371, 372, 145, 657, 2339, 5059, 5699, 5783, 6174, 5924,\n",
" 5885, 6492, 5754, 6071, 5843, 5690, 6136, 5703, 5659, 5935, 6232,\n",
" 5880, 6306, 5470, 6074, 5914, 5958, 6393, 5882, 5664, 6224, 5745,\n",
" 6425, 5529, 6228, 5726, 5667, 5850, 5844, 6108, 5966, 6282, 6741,\n",
" 5671, 5813, 6403, 5503, 6303, 5597, 5992, 6950, 6077, 6087, 6165,\n",
" 5896, 6616, 5638, 5982, 6560, 5825, 6083, 6174, 5480, 6415, 6504,\n",
" 5854, 5190, 4607, 5199, 4862, 4954, 4826, 4891, 4939, 4639, 5125,\n",
" 4290, 3984, 4171, 4444, 4219, 3973, 4235, 4385, 4383, 4337, 4614,\n",
" 4258, 3849, 3883, 3423, 3544, 3536, 3425, 3783, 3495, 3734, 3749,\n",
" 1535, 99])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XASp_muA</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.5399 0.5283 ... 0.5221 0.5336</div><input id='attrs-7c67775f-637a-4b75-8c72-2fc7efc732b9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7c67775f-637a-4b75-8c72-2fc7efc732b9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1b144e2e-df99-48ae-bcdd-8de545358c4c' class='xr-var-data-in' type='checkbox'><label for='data-1b144e2e-df99-48ae-bcdd-8de545358c4c' 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([0.53985101, 0.52833756, 0.5279248 , 0.52926332, 0.53701012,\n",
" 0.53244244, 0.53653515, 0.534488 , 0.5426234 , 0.53362471,\n",
" 0.52943267, 0.53442696, 0.53263847, 0.53254674, 0.53030095,\n",
" 0.53111137, 0.53148869, 0.53467682, 0.53587916, 0.53841188,\n",
" 0.52595926, 0.52643056, 0.53467186, 0.53314513, 0.5361778 ,\n",
" 0.54536265, 0.53790882, 0.53035846, 0.54177834, 0.53800965,\n",
" 0.53242289, 0.52536971, 0.52805607, 0.53314926, 0.53061212,\n",
" 0.53112891, 0.53527123, 0.53396797, 0.52141162, 0.52361732,\n",
" 0.52358965, 0.52158125, 0.5243262 , 0.52134296, 0.52155362,\n",
" 0.52437978, 0.52123858, 0.52400699, 0.52349673, 0.5214264 ,\n",
" 0.52320642, 0.52040796, 0.52154536, 0.52260173, 0.52192019,\n",
" 0.52096508, 0.52653997, 0.52529333, 0.52609641, 0.52660192,\n",
" 0.52418436, 0.52532559, 0.52370018, 0.52496842, 0.52475361,\n",
" 0.5258585 , 0.52537649, 0.52769676, 0.52496185, 0.52654486,\n",
" 0.5266911 , 0.52554925, 0.52465272, 0.52685771, 0.52712292,\n",
" 0.52664938, 0.52723247, 0.52613244, 0.52693245, 0.5266625 ,\n",
" 0.52348955, 0.52657602, 0.52441184, 0.52756297, 0.52617842,\n",
" 0.52584163, 0.52517303, 0.52559451, 0.52711328, 0.52699018,\n",
" 0.52808136, 0.525767 , 0.52583412, 0.52522888, 0.52639323,\n",
" 0.52497095, 0.52587127, 0.52779245, 0.52651476, 0.5251116 ,\n",
" 0.52155313, 0.52014816, 0.52409652, 0.5239134 , 0.52257032,\n",
" 0.51925323, 0.52174107, 0.52380188, 0.52052415, 0.51805883,\n",
" 0.51928506, 0.52009434, 0.52140391, 0.52123201, 0.51985001,\n",
" 0.52075462, 0.51833478, 0.51881378, 0.52055788, 0.51941166,\n",
" 0.52041328, 0.51778369, 0.52170986, 0.51995173, 0.517632 ,\n",
" 0.51788719, 0.52123355, 0.51405389, 0.51655571, 0.51875329,\n",
" 0.51648476, 0.52129213, 0.52211755, 0.53361262])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XASp_sterrA</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.005852 0.002737 ... 0.007</div><input id='attrs-4f605661-15d8-4e00-8d0d-34173632f324' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4f605661-15d8-4e00-8d0d-34173632f324' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9e9a52e1-79f2-43a2-8e99-c2a685a9c07e' class='xr-var-data-in' type='checkbox'><label for='data-9e9a52e1-79f2-43a2-8e99-c2a685a9c07e' 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([0.00585208, 0.0027367 , 0.00368294, 0.00398061, 0.00292792,\n",
" 0.00721229, 0.00446386, 0.00382837, 0.00689411, 0.00344503,\n",
" 0.00353603, 0.00714428, 0.00304751, 0.00392882, 0.00419597,\n",
" 0.00261853, 0.0054339 , 0.00345706, 0.00341227, 0.00592312,\n",
" 0.00312043, 0.00382906, 0.00677851, 0.00311841, 0.00375457,\n",
" 0.00560366, 0.00285754, 0.0049034 , 0.00463845, 0.00280292,\n",
" 0.00563156, 0.00419032, 0.00289802, 0.00629496, 0.00340244,\n",
" 0.00320943, 0.0057264 , 0.00246497, 0.00136561, 0.00092026,\n",
" 0.00085286, 0.00085471, 0.00083279, 0.00085007, 0.00085006,\n",
" 0.00081871, 0.00085496, 0.00084396, 0.00084839, 0.00086213,\n",
" 0.00083199, 0.00085823, 0.00085783, 0.00085159, 0.00083745,\n",
" 0.00084982, 0.00081328, 0.00088544, 0.00083883, 0.00086775,\n",
" 0.00084299, 0.00081727, 0.0008488 , 0.00087111, 0.00084105,\n",
" 0.00086761, 0.00082949, 0.00090229, 0.00082567, 0.00088197,\n",
" 0.00089151, 0.00086475, 0.00086821, 0.000835 , 0.00084395,\n",
" 0.00082055, 0.00079358, 0.00087566, 0.00084259, 0.00082525,\n",
" 0.00087618, 0.0008048 , 0.00088354, 0.00084955, 0.0007902 ,\n",
" 0.00085372, 0.00084881, 0.00083955, 0.00085656, 0.00080781,\n",
" 0.00086308, 0.00084822, 0.00081948, 0.00085547, 0.00083996,\n",
" 0.00084166, 0.00089386, 0.00082535, 0.00081747, 0.00083508,\n",
" 0.00090356, 0.00093574, 0.00089479, 0.0009442 , 0.00093614,\n",
" 0.00094664, 0.0009293 , 0.00093122, 0.00095506, 0.00091241,\n",
" 0.00097739, 0.00103444, 0.00097955, 0.00096194, 0.00102172,\n",
" 0.00103775, 0.00100965, 0.00097497, 0.00098082, 0.00099247,\n",
" 0.00095058, 0.00099352, 0.00105967, 0.00103711, 0.00111478,\n",
" 0.00108488, 0.00107864, 0.00106912, 0.00101314, 0.00108446,\n",
" 0.00105567, 0.00106155, 0.00169237, 0.00699993])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XASp_sigmaA</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.05674 0.06636 ... 0.06631 0.06965</div><input id='attrs-f5b23c39-e082-4d78-a6c1-a1b870d53b0a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f5b23c39-e082-4d78-a6c1-a1b870d53b0a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7d8459c2-00cd-4c88-85bc-af14b9744ebb' class='xr-var-data-in' type='checkbox'><label for='data-7d8459c2-00cd-4c88-85bc-af14b9744ebb' 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([0.05673797, 0.06636144, 0.06453029, 0.06256024, 0.06327288,\n",
" 0.06570706, 0.07086151, 0.07253719, 0.0664844 , 0.06864179,\n",
" 0.06727751, 0.073901 , 0.06557453, 0.06562416, 0.05993045,\n",
" 0.05948146, 0.06360223, 0.06730168, 0.06607828, 0.06406839,\n",
" 0.06410181, 0.06849626, 0.06676059, 0.06570908, 0.06470514,\n",
" 0.06770929, 0.06440561, 0.06829642, 0.05976229, 0.06501328,\n",
" 0.06781301, 0.06834208, 0.06222314, 0.06953007, 0.06553561,\n",
" 0.06190131, 0.06895495, 0.06318218, 0.06604507, 0.0654548 ,\n",
" 0.06438398, 0.06499757, 0.06543665, 0.06542811, 0.06521138,\n",
" 0.06596567, 0.0648528 , 0.06575863, 0.06485046, 0.06503222,\n",
" 0.06517172, 0.06481224, 0.06453116, 0.06560596, 0.06611076,\n",
" 0.06516538, 0.06458247, 0.06548695, 0.06537489, 0.06673251,\n",
" 0.06506898, 0.06534569, 0.065098 , 0.06555959, 0.06635273,\n",
" 0.06576082, 0.06648852, 0.06709151, 0.06515988, 0.06673921,\n",
" 0.06711242, 0.06614098, 0.06637142, 0.06525807, 0.06518684,\n",
" 0.06503626, 0.06515574, 0.06594251, 0.06424183, 0.06603573,\n",
" 0.06499701, 0.06389453, 0.06610035, 0.06576169, 0.06587631,\n",
" 0.06655202, 0.06622364, 0.06591962, 0.06577103, 0.06570634,\n",
" 0.06480582, 0.06560442, 0.06637284, 0.06529091, 0.06551137,\n",
" 0.06613292, 0.06616982, 0.06610531, 0.06592687, 0.06389341,\n",
" 0.06509387, 0.06351353, 0.0645177 , 0.06583714, 0.06588974,\n",
" 0.06576233, 0.06499134, 0.06544415, 0.06504926, 0.06531843,\n",
" 0.06401694, 0.06529268, 0.06326279, 0.06412622, 0.06636486,\n",
" 0.06541142, 0.0657046 , 0.06456203, 0.06493449, 0.0653602 ,\n",
" 0.06456934, 0.06483033, 0.06574205, 0.06462608, 0.06522185,\n",
" 0.06458453, 0.06414035, 0.06256876, 0.06231411, 0.06411139,\n",
" 0.06450828, 0.06499785, 0.06630534, 0.06964844])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XASp_muIo</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.615e+05 3.709e+05 ... 3.865e+05</div><input id='attrs-142ecc6d-41cc-4d67-b235-4a76912c92ab' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-142ecc6d-41cc-4d67-b235-4a76912c92ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-01faafa2-05ec-41b0-87aa-fd0a0225bc6c' class='xr-var-data-in' type='checkbox'><label for='data-01faafa2-05ec-41b0-87aa-fd0a0225bc6c' 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([361531.33100363, 370892.80649754, 377049.76288896, 393553.99448979,\n",
" 397201.10182913, 387686.27945766, 371230.88012281, 379720.07063931,\n",
" 381409.71611444, 376789.68858335, 375927.94485827, 373352.55468186,\n",
" 393627.71348778, 377454.75523529, 383556.69583917, 369117.53921821,\n",
" 390144.45460728, 373530.57369427, 389788.15669569, 411404.18414743,\n",
" 366225.80595899, 372056.86233848, 404793.7715978 , 389423.91511671,\n",
" 368293.91788944, 374203.30799575, 375142.05579778, 381268.80542437,\n",
" 343601.06791104, 374135.7147802 , 398145.71191248, 392455.03565489,\n",
" 379326.89426437, 381597.78223568, 379619.73799257, 379920.92576273,\n",
" 400848.92598608, 375221.6822791 , 370672.62321792, 376534.88126856,\n",
" 377995.42676965, 374749.25842363, 377947.29258854, 378729.16642827,\n",
" 376000.49103322, 376780.38087848, 380980.89121996, 375877.19503424,\n",
" 378054.83229079, 381954.45660458, 376823.40067284, 377280.68765796,\n",
" 377292.86018482, 379294.56735796, 384952.81285691, 378895.50144008,\n",
" 377898.40594234, 376420.51590017, 374267.10781893, 374603.56706878,\n",
" 373780.56171989, 373173.26413099, 374597.69194071, 379282.11746242,\n",
" 377581.92198906, 378558.09232291, 377911.07733841, 378075.97974492,\n",
" 375002.70887675, 376353.73049187, 375545.59243798, 374263.88840597,\n",
" 381539.40565305, 374361.80329575, 379397.34422258, 375598.08724491,\n",
" 374437.65028648, 376179.60738927, 373069.4606612 , 379468.59677458,\n",
" 382243.92337983, 380003.30096064, 376729.89535358, 375649.32127109,\n",
" 377700.63878115, 378922.61512955, 376252.71385497, 374516.4634013 ,\n",
" 382254.45444342, 381090.12810927, 379313.18939962, 380478.87815138,\n",
" 380293.532444 , 375898.35757045, 380177.60261764, 375607.19281113,\n",
" 375471.51880327, 376474.35813393, 378310.56919781, 375994.68752759,\n",
" 380219.6363679 , 380120.13650014, 379867.02348396, 374237.38442259,\n",
" 377068.81640963, 381361.68967628, 380573.17907997, 375325.02323149,\n",
" 381965.50120178, 378672.39854154, 379992.12124005, 375198.74582581,\n",
" 376977.8035394 , 373900.91181963, 379862.36338146, 374999.45064873,\n",
" 376750.36286206, 376712.5904699 , 375237.18495855, 381498.51113915,\n",
" 378165.73746532, 373060.96865426, 373861.23340922, 374633.31799101,\n",
" 378918.34678144, 378358.8349312 , 384159.26479409, 383326.46875041,\n",
" 379856.86227705, 378807.13969608, 382752.95746722, 381781.98062215,\n",
" 378196.62882804, 386485.23348909])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XASp_counts</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>94 588 307 247 ... 3749 1535 99</div><input id='attrs-78663cf6-c808-4af5-9991-2a8aa4e79136' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-78663cf6-c808-4af5-9991-2a8aa4e79136' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-689c9b5d-bd8d-4960-88f9-2aa9fd5468b9' class='xr-var-data-in' type='checkbox'><label for='data-689c9b5d-bd8d-4960-88f9-2aa9fd5468b9' 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([ 94, 588, 307, 247, 467, 83, 252, 359, 93, 397, 362,\n",
" 107, 463, 279, 204, 516, 137, 379, 375, 117, 422, 320,\n",
" 97, 444, 297, 146, 508, 194, 166, 538, 145, 266, 461,\n",
" 122, 371, 372, 145, 657, 2339, 5059, 5699, 5783, 6174, 5924,\n",
" 5885, 6492, 5754, 6071, 5843, 5690, 6136, 5703, 5659, 5935, 6232,\n",
" 5880, 6306, 5470, 6074, 5914, 5958, 6393, 5882, 5664, 6224, 5745,\n",
" 6425, 5529, 6228, 5726, 5667, 5850, 5844, 6108, 5966, 6282, 6741,\n",
" 5671, 5813, 6403, 5503, 6303, 5597, 5992, 6950, 6077, 6087, 6165,\n",
" 5896, 6616, 5638, 5982, 6560, 5825, 6083, 6174, 5480, 6415, 6504,\n",
" 5854, 5190, 4607, 5199, 4862, 4954, 4826, 4891, 4939, 4639, 5125,\n",
" 4290, 3984, 4171, 4444, 4219, 3973, 4235, 4385, 4383, 4337, 4614,\n",
" 4258, 3849, 3883, 3423, 3544, 3536, 3425, 3783, 3495, 3734, 3749,\n",
" 1535, 99])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XASn_muA</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.5514 0.5409 ... 0.5334 0.5468</div><input id='attrs-fa55059f-6343-4535-9bd2-6a1aeab758d9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fa55059f-6343-4535-9bd2-6a1aeab758d9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-90563c41-67b5-4742-b5b8-9c9ee9d370c5' class='xr-var-data-in' type='checkbox'><label for='data-90563c41-67b5-4742-b5b8-9c9ee9d370c5' 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([0.55139874, 0.54088201, 0.54144604, 0.54181129, 0.55013805,\n",
" 0.54631235, 0.5490033 , 0.54771761, 0.55612287, 0.54611553,\n",
" 0.54250583, 0.54840466, 0.54519367, 0.54560072, 0.54372567,\n",
" 0.54459688, 0.54588611, 0.54850121, 0.54994955, 0.55272177,\n",
" 0.53921874, 0.54030573, 0.54823621, 0.54575477, 0.54906285,\n",
" 0.55906454, 0.55077431, 0.54401818, 0.55448725, 0.55059155,\n",
" 0.54695116, 0.53808118, 0.54091552, 0.54662683, 0.54356682,\n",
" 0.54473627, 0.54860754, 0.54619766, 0.53369202, 0.53596328,\n",
" 0.5364141 , 0.53445471, 0.53701574, 0.53396711, 0.53417102,\n",
" 0.53694853, 0.53373314, 0.53650172, 0.53614565, 0.53402164,\n",
" 0.53569127, 0.53309371, 0.53408408, 0.53502673, 0.53434895,\n",
" 0.53333488, 0.53890381, 0.53759317, 0.53848467, 0.53881298,\n",
" 0.53615634, 0.53751105, 0.53596147, 0.53719508, 0.53698968,\n",
" 0.53796509, 0.53744322, 0.53976993, 0.53699402, 0.53852652,\n",
" 0.53861856, 0.53733238, 0.53672148, 0.53885598, 0.53900771,\n",
" 0.5385701 , 0.53919546, 0.53822132, 0.53863421, 0.53848885,\n",
" 0.53522427, 0.53822649, 0.53626304, 0.53921086, 0.537738 ,\n",
" 0.53755009, 0.53690757, 0.5372795 , 0.53867415, 0.53855749,\n",
" 0.53973254, 0.53744796, 0.53738607, 0.5366937 , 0.53760961,\n",
" 0.53628169, 0.53731906, 0.53897913, 0.53776034, 0.53643396,\n",
" 0.53320422, 0.53183238, 0.53568439, 0.53596138, 0.5348729 ,\n",
" 0.53210223, 0.53515497, 0.53774453, 0.53499125, 0.53295624,\n",
" 0.53415152, 0.5344597 , 0.53483023, 0.53383289, 0.53159586,\n",
" 0.53217612, 0.52936067, 0.52987374, 0.53153788, 0.53047071,\n",
" 0.53117917, 0.5288052 , 0.53279219, 0.53091216, 0.52859286,\n",
" 0.52905063, 0.53235429, 0.52504262, 0.52734024, 0.52956777,\n",
" 0.52725506, 0.53200965, 0.53339428, 0.54676686])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XASn_sterrA</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.005814 0.002697 ... 0.00694</div><input id='attrs-6ca71714-b35c-4ee0-b13f-b04d633ce4a7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6ca71714-b35c-4ee0-b13f-b04d633ce4a7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6dff77ef-c531-4c3c-a280-129f92bd4438' class='xr-var-data-in' type='checkbox'><label for='data-6dff77ef-c531-4c3c-a280-129f92bd4438' 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([0.00581416, 0.00269702, 0.00364073, 0.00395257, 0.00290048,\n",
" 0.00713194, 0.00439725, 0.00377594, 0.00683663, 0.0034055 ,\n",
" 0.0034937 , 0.00708941, 0.00302119, 0.00389447, 0.00415026,\n",
" 0.00257192, 0.00535796, 0.00340816, 0.00336588, 0.00595332,\n",
" 0.0030772 , 0.00378166, 0.00672427, 0.00309763, 0.00369788,\n",
" 0.00556111, 0.00281517, 0.00482168, 0.00457251, 0.00277047,\n",
" 0.00556115, 0.00412995, 0.0028617 , 0.0062191 , 0.00336856,\n",
" 0.00318362, 0.00565678, 0.00243402, 0.00135013, 0.00091062,\n",
" 0.00084334, 0.00084559, 0.0008249 , 0.00084211, 0.00084246,\n",
" 0.00081147, 0.00084788, 0.00083568, 0.00084007, 0.00085342,\n",
" 0.00082367, 0.00085015, 0.0008501 , 0.00084318, 0.0008282 ,\n",
" 0.00084086, 0.00080302, 0.0008752 , 0.00082852, 0.00085881,\n",
" 0.00083427, 0.00080832, 0.00084064, 0.00086225, 0.00083156,\n",
" 0.00085855, 0.00082053, 0.00089188, 0.00081576, 0.00087349,\n",
" 0.00088377, 0.00085595, 0.00085748, 0.00082577, 0.00083369,\n",
" 0.00081023, 0.00078417, 0.0008654 , 0.00083346, 0.00081703,\n",
" 0.00086635, 0.00079617, 0.00087347, 0.00083884, 0.00078165,\n",
" 0.0008435 , 0.00083964, 0.00082996, 0.00084704, 0.00079803,\n",
" 0.0008534 , 0.00083746, 0.00081061, 0.00084624, 0.00082972,\n",
" 0.00083211, 0.00088281, 0.00081675, 0.00080747, 0.00082452,\n",
" 0.00089154, 0.00092251, 0.00088096, 0.0009298 , 0.00092023,\n",
" 0.00092727, 0.00091234, 0.00090905, 0.00093126, 0.00088974,\n",
" 0.00095486, 0.00101367, 0.00096381, 0.00094971, 0.00101128,\n",
" 0.00102837, 0.0010018 , 0.00096698, 0.00097107, 0.00098301,\n",
" 0.00094283, 0.00098509, 0.00105122, 0.00102844, 0.00110408,\n",
" 0.00107575, 0.00106992, 0.00105852, 0.00100491, 0.00107441,\n",
" 0.00104684, 0.00105306, 0.00167597, 0.00693986])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XASn_sigmaA</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.05637 0.0654 ... 0.06566 0.06905</div><input id='attrs-54dfd9bd-04e0-49cf-bd86-f6aa8b28d1ed' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-54dfd9bd-04e0-49cf-bd86-f6aa8b28d1ed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6e1954f0-d2c3-4900-a8cd-9df15b98f0c1' class='xr-var-data-in' type='checkbox'><label for='data-6e1954f0-d2c3-4900-a8cd-9df15b98f0c1' 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([0.05637034, 0.0653992 , 0.06379078, 0.06211951, 0.06267992,\n",
" 0.06497507, 0.06980411, 0.07154381, 0.06593006, 0.06785419,\n",
" 0.06647222, 0.07333346, 0.0650082 , 0.06505046, 0.05927757,\n",
" 0.0584227 , 0.06271327, 0.06634971, 0.06517992, 0.06439501,\n",
" 0.06321386, 0.06764842, 0.06622634, 0.06527115, 0.0637281 ,\n",
" 0.06719517, 0.06345082, 0.06715819, 0.05891272, 0.06426062,\n",
" 0.06696508, 0.06735751, 0.06144339, 0.06869217, 0.06488301,\n",
" 0.06140341, 0.06811665, 0.0623889 , 0.06529681, 0.06476912,\n",
" 0.06366489, 0.06430369, 0.0648161 , 0.06481497, 0.0646283 ,\n",
" 0.06538277, 0.06431604, 0.06511344, 0.06421472, 0.06437514,\n",
" 0.06452056, 0.06420162, 0.06395022, 0.06495787, 0.06538054,\n",
" 0.06447811, 0.06376791, 0.06472896, 0.06457139, 0.06604494,\n",
" 0.06439567, 0.06462994, 0.06447207, 0.06489269, 0.0656035 ,\n",
" 0.06507482, 0.06577051, 0.06631774, 0.06437803, 0.06609697,\n",
" 0.06652955, 0.06546737, 0.06555115, 0.06453677, 0.06439431,\n",
" 0.06421814, 0.06438316, 0.06516999, 0.06354577, 0.06537761,\n",
" 0.06426775, 0.06320941, 0.06534664, 0.06493271, 0.06516385,\n",
" 0.06575537, 0.06550815, 0.06516635, 0.06504019, 0.06491099,\n",
" 0.06407855, 0.06477162, 0.06565419, 0.06458677, 0.06471267,\n",
" 0.06538304, 0.06535179, 0.06541692, 0.06512059, 0.06308533,\n",
" 0.064228 , 0.06261522, 0.06352078, 0.06483319, 0.06477015,\n",
" 0.06441725, 0.06380503, 0.06388624, 0.0634283 , 0.06369599,\n",
" 0.06254163, 0.06398164, 0.06224608, 0.06331078, 0.06568634,\n",
" 0.06481986, 0.06519431, 0.06403249, 0.0642892 , 0.06473727,\n",
" 0.06404332, 0.06428014, 0.06521773, 0.06408613, 0.06459576,\n",
" 0.0640409 , 0.06362178, 0.06194833, 0.06180804, 0.06351777,\n",
" 0.06396848, 0.06447795, 0.06566303, 0.06905078])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XASn_muIo</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.615e+05 3.709e+05 ... 3.865e+05</div><input id='attrs-c8986599-636e-4917-bcd6-7ec75371ba99' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c8986599-636e-4917-bcd6-7ec75371ba99' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-10691fe6-ece0-47ff-9345-a78a110095f9' class='xr-var-data-in' type='checkbox'><label for='data-10691fe6-ece0-47ff-9345-a78a110095f9' 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([361531.33100363, 370892.80649754, 377049.76288896, 393553.99448979,\n",
" 397201.10182913, 387686.27945766, 371230.88012281, 379720.07063931,\n",
" 381409.71611444, 376789.68858335, 375927.94485827, 373352.55468186,\n",
" 393627.71348778, 377454.75523529, 383556.69583917, 369117.53921821,\n",
" 390144.45460728, 373530.57369427, 389788.15669569, 411404.18414743,\n",
" 366225.80595899, 372056.86233848, 404793.7715978 , 389423.91511671,\n",
" 368293.91788944, 374203.30799575, 375142.05579778, 381268.80542437,\n",
" 343601.06791104, 374135.7147802 , 398145.71191248, 392455.03565489,\n",
" 379326.89426437, 381597.78223568, 379619.73799257, 379920.92576273,\n",
" 400848.92598608, 375221.6822791 , 370672.62321792, 376534.88126856,\n",
" 377995.42676965, 374749.25842363, 377947.29258854, 378729.16642827,\n",
" 376000.49103322, 376780.38087848, 380980.89121996, 375877.19503424,\n",
" 378054.83229079, 381954.45660458, 376823.40067284, 377280.68765796,\n",
" 377292.86018482, 379294.56735796, 384952.81285691, 378895.50144008,\n",
" 377898.40594234, 376420.51590017, 374267.10781893, 374603.56706878,\n",
" 373780.56171989, 373173.26413099, 374597.69194071, 379282.11746242,\n",
" 377581.92198906, 378558.09232291, 377911.07733841, 378075.97974492,\n",
" 375002.70887675, 376353.73049187, 375545.59243798, 374263.88840597,\n",
" 381539.40565305, 374361.80329575, 379397.34422258, 375598.08724491,\n",
" 374437.65028648, 376179.60738927, 373069.4606612 , 379468.59677458,\n",
" 382243.92337983, 380003.30096064, 376729.89535358, 375649.32127109,\n",
" 377700.63878115, 378922.61512955, 376252.71385497, 374516.4634013 ,\n",
" 382254.45444342, 381090.12810927, 379313.18939962, 380478.87815138,\n",
" 380293.532444 , 375898.35757045, 380177.60261764, 375607.19281113,\n",
" 375471.51880327, 376474.35813393, 378310.56919781, 375994.68752759,\n",
" 380219.6363679 , 380120.13650014, 379867.02348396, 374237.38442259,\n",
" 377068.81640963, 381361.68967628, 380573.17907997, 375325.02323149,\n",
" 381965.50120178, 378672.39854154, 379992.12124005, 375198.74582581,\n",
" 376977.8035394 , 373900.91181963, 379862.36338146, 374999.45064873,\n",
" 376750.36286206, 376712.5904699 , 375237.18495855, 381498.51113915,\n",
" 378165.73746532, 373060.96865426, 373861.23340922, 374633.31799101,\n",
" 378918.34678144, 378358.8349312 , 384159.26479409, 383326.46875041,\n",
" 379856.86227705, 378807.13969608, 382752.95746722, 381781.98062215,\n",
" 378196.62882804, 386485.23348909])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XASn_counts</span></div><div class='xr-var-dims'>(delay_mm)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>94 588 307 247 ... 3749 1535 99</div><input id='attrs-9a15eb1f-80d6-4200-808c-fda11be7f53e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9a15eb1f-80d6-4200-808c-fda11be7f53e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a3b0e8b9-139d-4ef7-bf16-e8770a9fe394' class='xr-var-data-in' type='checkbox'><label for='data-a3b0e8b9-139d-4ef7-bf16-e8770a9fe394' 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([ 94, 588, 307, 247, 467, 83, 252, 359, 93, 397, 362,\n",
" 107, 463, 279, 204, 516, 137, 379, 375, 117, 422, 320,\n",
" 97, 444, 297, 146, 508, 194, 166, 538, 145, 266, 461,\n",
" 122, 371, 372, 145, 657, 2339, 5059, 5699, 5783, 6174, 5924,\n",
" 5885, 6492, 5754, 6071, 5843, 5690, 6136, 5703, 5659, 5935, 6232,\n",
" 5880, 6306, 5470, 6074, 5914, 5958, 6393, 5882, 5664, 6224, 5745,\n",
" 6425, 5529, 6228, 5726, 5667, 5850, 5844, 6108, 5966, 6282, 6741,\n",
" 5671, 5813, 6403, 5503, 6303, 5597, 5992, 6950, 6077, 6087, 6165,\n",
" 5896, 6616, 5638, 5982, 6560, 5825, 6083, 6174, 5480, 6415, 6504,\n",
" 5854, 5190, 4607, 5199, 4862, 4954, 4826, 4891, 4939, 4639, 5125,\n",
" 4290, 3984, 4171, 4444, 4219, 3973, 4235, 4385, 4383, 4337, 4614,\n",
" 4258, 3849, 3883, 3423, 3544, 3536, 3425, 3783, 3495, 3734, 3749,\n",
" 1535, 99])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-490f29a8-faa1-48e2-b9e8-471d13eeb3fe' class='xr-section-summary-in' type='checkbox' checked><label for='section-490f29a8-faa1-48e2-b9e8-471d13eeb3fe' 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>runs :</span></dt><dd>688,690</dd></dl></div></li></ul></div></div>"
],
"text/plain": [
"<xarray.Dataset>\n",
"Dimensions: (delay_mm: 134)\n",
"Coordinates:\n",
" * delay_mm (delay_mm) float64 6.716 6.724 6.731 ... 7.699 7.706 7.714\n",
"Data variables: (12/15)\n",
" dXAS_muA (delay_mm) float64 0.01155 0.01254 0.01352 ... 0.01128 0.01315\n",
" dXAS_sterrA (delay_mm) float64 0.0003915 0.0001611 ... 9.847e-05 0.0003488\n",
" dXAS_sigmaA (delay_mm) float64 0.003796 0.003907 ... 0.003858 0.00347\n",
" dXAS_muIo (delay_mm) float64 2.107e+05 2.187e+05 ... 2.244e+05 2.267e+05\n",
" dXAS_counts (delay_mm) int64 94 588 307 247 467 ... 3495 3734 3749 1535 99\n",
" XASp_muA (delay_mm) float64 0.5399 0.5283 0.5279 ... 0.5221 0.5336\n",
" ... ...\n",
" XASp_counts (delay_mm) int64 94 588 307 247 467 ... 3495 3734 3749 1535 99\n",
" XASn_muA (delay_mm) float64 0.5514 0.5409 0.5414 ... 0.532 0.5334 0.5468\n",
" XASn_sterrA (delay_mm) float64 0.005814 0.002697 ... 0.001676 0.00694\n",
" XASn_sigmaA (delay_mm) float64 0.05637 0.0654 0.06379 ... 0.06566 0.06905\n",
" XASn_muIo (delay_mm) float64 3.615e+05 3.709e+05 ... 3.782e+05 3.865e+05\n",
" XASn_counts (delay_mm) int64 94 588 307 247 467 ... 3495 3734 3749 1535 99\n",
"Attributes:\n",
" runs: 688,690"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dv = {}\n",
"for x, x_str in [(dXAS, 'dXAS'), (XASp, 'XASp'), (XASn, 'XASn')]:\n",
" for k in x.keys():\n",
" if k == 'nrj':\n",
" continue\n",
" dv[x_str + '_' + k] = {\"dims\": xaxis, \"data\": x[k]}\n",
"\n",
"ds = {\n",
" \"coords\": {xaxis: {\"dims\": xaxis, \"data\": dXAS['nrj'],\n",
" \"attrs\": {\"units\": \"mm\" if xaxis == 'delay_mm' else \"eV\"}}},\n",
" \"attrs\": {\"runs\": runs},\n",
" \"dims\": xaxis,\n",
" \"data_vars\": dv}\n",
"ds = xr.Dataset.from_dict(ds)\n",
"ds"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"/gpfs/exfel/exp/SCS/202122/p002937/usr/processed_runs/summary-688-690.h5\n"
]
}
],
"source": [
"fname = path + savename + '.h5'\n",
"print(fname)\n",
"ds.to_netcdf(fname, format='NETCDF4', engine='h5netcdf')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "SCS Toolbox (p002884)",
"language": "python",
"name": "toolbox_p002884"
},
"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"
},
"nbsphinx": {
"execute": "never"
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"state": {},
"version_major": 2,
"version_minor": 0
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}