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"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"dask: 2.11.0\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",
"\n",
"import netCDF4\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": [
"/home/lleguy/notebooks/ToolBox/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}/small-data-run{r}-darkrun{d}.h5'for r,d in runlist]"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
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"Dimensions: (dim_0: 1, pulse_slot: 2700, sa3_pId: 20, trainId: 25880)\n",
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" 10X2 (trainId, sa3_pId) float64 2.433e+04 ... 3.969e+04\n",
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" 11X_area (dim_0, trainId, sa3_pId) float64 2.173e+03 ... 2.173e+03\n",
" 11X_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 1X1 (trainId, sa3_pId) float64 3.387e+04 ... 3.775e+04\n",
" 1X1_area (dim_0, trainId, sa3_pId) float64 1.025e+03 ... 1.025e+03\n",
" 1X1_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 1X2 (trainId, sa3_pId) float64 6.46e+04 ... 1.077e+05\n",
" 1X2_area (dim_0, trainId, sa3_pId) float64 1.599e+03 ... 1.599e+03\n",
" 1X2_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 2X1 (trainId, sa3_pId) float64 8.47e+04 ... 1.072e+05\n",
" 2X1_area (dim_0, trainId, sa3_pId) float64 1.599e+03 ... 1.599e+03\n",
" 2X1_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 2X2 (trainId, sa3_pId) float64 2.5e+04 ... 4.094e+04\n",
" 2X2_area (dim_0, trainId, sa3_pId) float64 1.025e+03 ... 1.025e+03\n",
" 2X2_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 3X (trainId, sa3_pId) float64 8.024e+04 ... 9.646e+04\n",
" 3X_area (dim_0, trainId, sa3_pId) float64 2.173e+03 ... 2.173e+03\n",
" 3X_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 8X (trainId, sa3_pId) float64 5.376e+04 ... 8.212e+04\n",
" 8X_area (dim_0, trainId, sa3_pId) float64 2.132e+03 ... 2.132e+03\n",
" 8X_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 9X1 (trainId, sa3_pId) float64 3.015e+04 ... 3.873e+04\n",
" 9X1_area (dim_0, trainId, sa3_pId) float64 1.025e+03 ... 1.025e+03\n",
" 9X1_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 9X2 (trainId, sa3_pId) float64 6.18e+04 ... 1.012e+05\n",
" 9X2_area (dim_0, trainId, sa3_pId) float64 1.599e+03 ... 1.599e+03\n",
" 9X2_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" BAM1932M (trainId, sa3_pId) float32 0.372461 ... 0.32007748\n",
" PP800_DelayLine (trainId) float64 7.532 7.532 7.531 ... 7.684 7.684 7.683\n",
" b0 (trainId, sa3_pId) float64 896.0 -76.99 ... 152.9 658.5\n",
" b0_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b0_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b1 (trainId, sa3_pId) float64 1.852e+03 -16.05 ... 1.714e+03\n",
" b10 (trainId, sa3_pId) float64 1.02e+03 255.1 ... 1.396e+03\n",
" b10_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b10_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b11 (trainId, sa3_pId) float64 -4.758 -14.06 ... -118.3 78.32\n",
" b11_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b11_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b1_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b1_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b2 (trainId, sa3_pId) float64 1.819e+03 59.44 ... 1.636e+03\n",
" b2_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b2_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b3 (trainId, sa3_pId) float64 316.5 -153.4 ... -109.7 242.5\n",
" b3_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b3_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b8 (trainId, sa3_pId) float64 7.056 28.0 ... -121.0 132.9\n",
" b8_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b8_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b9 (trainId, sa3_pId) float64 175.4 -0.8806 ... -212.7 572.8\n",
" b9_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b9_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" bunchPatternTable (trainId, pulse_slot) uint32 2113321 0 2097193 ... 0 0 0\n",
" delay_mm (trainId, sa3_pId) float64 7.526 7.525 ... 7.694 7.684\n",
" delay_ps (trainId, sa3_pId) float64 50.17 50.17 ... 51.29 51.23\n",
" n (trainId, sa3_pId) float64 1.781e+05 ... 2.486e+05\n",
" n_area (dim_0, trainId, sa3_pId) float64 6.314e+03 ... 6.314e+03\n",
" n_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" nrj (trainId) float64 777.5 777.5 777.5 ... 777.5 777.5 777.5\n",
" p (trainId, sa3_pId) float64 2.005e+05 ... 2.764e+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 ... 9.526e+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' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-72119ee6-3862-4fa6-b5a8-1ed7fab38c64' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-72119ee6-3862-4fa6-b5a8-1ed7fab38c64' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>dim_0</span>: 1</li><li><span>pulse_slot</span>: 2700</li><li><span class='xr-has-index'>sa3_pId</span>: 20</li><li><span class='xr-has-index'>trainId</span>: 25880</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-9159382d-33fe-423b-8d69-7a94101fd03f' class='xr-section-summary-in' type='checkbox' checked><label for='section-9159382d-33fe-423b-8d69-7a94101fd03f' 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-f0e1d7c0-6cd4-4830-b792-4cda80ad82cb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f0e1d7c0-6cd4-4830-b792-4cda80ad82cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d4646c9d-4e34-4bd4-91a4-2dede0d87671' class='xr-var-data-in' type='checkbox'><label for='data-d4646c9d-4e34-4bd4-91a4-2dede0d87671' 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-76f08119-8c44-412d-a360-d7ba03c50f67' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-76f08119-8c44-412d-a360-d7ba03c50f67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1f2cb70b-e72e-4a76-a12e-2f40163c7f1a' class='xr-var-data-in' type='checkbox'><label for='data-1f2cb70b-e72e-4a76-a12e-2f40163c7f1a' 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-e9b7b089-d8cc-4962-aac6-ef6f80e42c4c' class='xr-section-summary-in' type='checkbox' ><label for='section-e9b7b089-d8cc-4962-aac6-ef6f80e42c4c' 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'>2.897e+05 1.381e+05 ... 4.276e+05</div><input id='attrs-887091e7-fc0d-4007-ae70-8c37909a3a59' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-887091e7-fc0d-4007-ae70-8c37909a3a59' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e2e07540-5718-4230-9bd4-8076f5409f4a' class='xr-var-data-in' type='checkbox'><label for='data-e2e07540-5718-4230-9bd4-8076f5409f4a' 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([[289684.61070776, 138123.90746052, 500445.80732798, ...,\n",
" 42024.53351103, 243802.08759745, 133252.75447385],\n",
" [225229.91863144, 200413.79669815, 274292.48395249, ...,\n",
" 543251.96155992, nan, 495933.69672994],\n",
" [202054.89662449, 194171.77537679, 442927.39127563, ...,\n",
" 138352.09940455, 140019.76387104, nan],\n",
" ...,\n",
" [428216.782205 , 349445.56252819, 561923.21864546, ...,\n",
" 193003.80452999, 287012.82216469, 411646.63147949],\n",
" [364515.16956544, 437101.25346862, nan, ...,\n",
" 278503.03212807, 439432.7030624 , 499455.66849863],\n",
" [372447.23311911, 466099.11828598, 529234.427639 , ...,\n",
" 397271.72034371, 102977.29714695, 427573.10743328]])</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'>6.034e+04 2.185e+04 ... 8.999e+04</div><input id='attrs-2ae6c045-0ca1-4253-846a-9f3eab2706f9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2ae6c045-0ca1-4253-846a-9f3eab2706f9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-720cab0e-35c0-4a6e-9c02-1ca8d7cd5451' class='xr-var-data-in' type='checkbox'><label for='data-720cab0e-35c0-4a6e-9c02-1ca8d7cd5451' 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([[ 60336.79015231, 21846.52432312, 59795.2682802 , ...,\n",
" 9158.01419508, 39578.45135925, 20696.36743917],\n",
" [ 29621.92105239, 33084.37266996, 37073.21908438, ...,\n",
" 86703.68066557, nan, 94513.10441038],\n",
" [ 30331.96809602, 37409.88848138, 88673.56390083, ...,\n",
" 27807.88492465, 27583.60633356, nan],\n",
" ...,\n",
" [ 87729.58947015, 57653.39523882, 87293.58993927, ...,\n",
" 38330.50984147, 53611.78259781, 71793.38137906],\n",
" [ 55947.42739576, 97495.16864997, nan, ...,\n",
" 56832.89219154, 100070.95264521, 88181.94354303],\n",
" [ 92576.18757937, 77191.73590865, 120755.0708841 , ...,\n",
" 100943.9776209 , 21380.92640407, 89992.11663295]])</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-31d6b06b-789d-4376-b1e8-9db3fb66490f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-31d6b06b-789d-4376-b1e8-9db3fb66490f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-71e43721-68e7-4110-b898-a3ce2ee1da1a' class='xr-var-data-in' type='checkbox'><label for='data-71e43721-68e7-4110-b898-a3ce2ee1da1a' 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-de95baa0-8e6c-44c0-981e-831bb611b7e3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-de95baa0-8e6c-44c0-981e-831bb611b7e3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-92ca92bd-e205-44c4-b432-7c1709aef5dd' class='xr-var-data-in' type='checkbox'><label for='data-92ca92bd-e205-44c4-b432-7c1709aef5dd' 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-b9be6bb3-710e-4b97-ad05-1843bd0a7609' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b9be6bb3-710e-4b97-ad05-1843bd0a7609' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e774ed69-d2a7-4057-95ae-8a282b73000e' class='xr-var-data-in' type='checkbox'><label for='data-e774ed69-d2a7-4057-95ae-8a282b73000e' 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-e66457f4-b78e-4f99-8937-0f17c096bb0f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e66457f4-b78e-4f99-8937-0f17c096bb0f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d963190b-37c0-4301-a5c7-1f6a32c951b7' class='xr-var-data-in' type='checkbox'><label for='data-d963190b-37c0-4301-a5c7-1f6a32c951b7' 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'>7.858e+04 4.476e+04 ... 1.114e+05</div><input id='attrs-cef8cea0-c33a-4c68-8bd4-5041f148cce0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cef8cea0-c33a-4c68-8bd4-5041f148cce0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a429a2b5-32b2-4d22-9a60-a8d2c0d6efa6' class='xr-var-data-in' type='checkbox'><label for='data-a429a2b5-32b2-4d22-9a60-a8d2c0d6efa6' 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([[ 78582.57467466, 44763.66983513, 187045.71726957, ...,\n",
" 10784.21728723, 73261.64649624, 41103.80228002],\n",
" [ 76709.47702286, 66614.20786027, 90065.12539969, ...,\n",
" 168068.33971727, nan, 135708.22797242],\n",
" [ 72643.10812612, 57187.95377302, 128673.32361509, ...,\n",
" 37712.50846209, 36272.80875021, nan],\n",
" ...,\n",
" [117570.81006545, 110885.97035608, 186627.99723474, ...,\n",
" 52633.56557528, 82763.37119337, 121116.6294278 ],\n",
" [121745.46820473, 113937.02962522, nan, ...,\n",
" 74347.10757524, 110022.76241348, 144983.20331155],\n",
" [ 85830.84885822, 148998.51691015, 134672.283611 , ...,\n",
" 89252.69721167, 26221.24689187, 111435.16270673]])</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-63b5758a-9cd0-4200-adec-9f4dc4870da3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-63b5758a-9cd0-4200-adec-9f4dc4870da3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-95044bfe-6c3a-440e-8dc0-e86b2cf69035' class='xr-var-data-in' type='checkbox'><label for='data-95044bfe-6c3a-440e-8dc0-e86b2cf69035' 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-2e68c8c2-f44d-4ae5-b2c8-4e855ccc7659' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2e68c8c2-f44d-4ae5-b2c8-4e855ccc7659' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3550dbd1-7024-407f-aa07-c4396e3c2dcf' class='xr-var-data-in' type='checkbox'><label for='data-3550dbd1-7024-407f-aa07-c4396e3c2dcf' 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'>2.433e+04 1.036e+04 ... 3.969e+04</div><input id='attrs-00cbf0c1-7273-4bcb-9eb0-411cd7c5bca9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-00cbf0c1-7273-4bcb-9eb0-411cd7c5bca9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1364818e-c95a-4b4b-b3cb-fb1f10e8adf2' class='xr-var-data-in' type='checkbox'><label for='data-1364818e-c95a-4b4b-b3cb-fb1f10e8adf2' 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([[24327.21778115, 10356.22732558, 44888.72052083, ...,\n",
" 3575.72966757, 25291.54751734, 13699.12899136],\n",
" [24614.27404779, 18519.87527018, 31391.13964575, ...,\n",
" 59099.24871633, nan, 51164.77864385],\n",
" [20379.17083474, 13089.8023099 , 29637.93739034, ...,\n",
" 12785.85785187, 12467.80403501, nan],\n",
" ...,\n",
" [35346.09119869, 33884.51634564, 52028.09201965, ...,\n",
" 17236.18312265, 26366.96265742, 41728.76570375],\n",
" [35950.59143105, 34622.67245949, nan, ...,\n",
" 25704.39844382, 40010.27628033, 49724.84350929],\n",
" [25126.06504715, 39922.69598648, 41360.48588647, ...,\n",
" 30853.30100468, 9017.90375475, 39688.4848398 ]])</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-0fc17a05-4e94-4858-aa54-204f93996330' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0fc17a05-4e94-4858-aa54-204f93996330' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-66cf97cc-ddcf-4487-8909-fe4abe727a5b' class='xr-var-data-in' type='checkbox'><label for='data-66cf97cc-ddcf-4487-8909-fe4abe727a5b' 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-fee5d014-3dc5-4bcc-9493-55348f23853e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fee5d014-3dc5-4bcc-9493-55348f23853e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9e3057fb-7842-4730-b367-e47ff4eed36b' class='xr-var-data-in' type='checkbox'><label for='data-9e3057fb-7842-4730-b367-e47ff4eed36b' 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'>7.097e+04 3.447e+04 ... 9.93e+04</div><input id='attrs-af597757-bf15-48ea-a066-6a503c3746f7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-af597757-bf15-48ea-a066-6a503c3746f7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f3a93217-da4d-4d44-943f-a1553db3f628' class='xr-var-data-in' type='checkbox'><label for='data-f3a93217-da4d-4d44-943f-a1553db3f628' 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([[ 70969.6320257 , 34470.66868255, 138529.51161393, ...,\n",
" 10087.91782134, 60431.41183292, 33190.55564441],\n",
" [ 60816.87133934, 57941.30633882, 73421.409519 , ...,\n",
" 138564.88026126, nan, 116681.40061701],\n",
" [ 61490.89401704, 49526.45470532, 112664.63652451, ...,\n",
" 34130.78225663, 31049.364258 , nan],\n",
" ...,\n",
" [104559.30860178, 89701.80620931, 147398.12137242, ...,\n",
" 45374.93892078, 69993.67682469, 100035.21259968],\n",
" [ 99859.07814295, 99676.24943721, nan, ...,\n",
" 64680.73023195, 99814.08378195, 120233.98962354],\n",
" [ 80238.35975491, 116466.62750121, 120150.76011098, ...,\n",
" 83267.09404574, 23667.98920249, 99304.32043079]])</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-d87ad330-dad2-441f-99ca-532c597f2cae' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d87ad330-dad2-441f-99ca-532c597f2cae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bb99dce7-84a4-4dea-a818-d64d237e36de' class='xr-var-data-in' type='checkbox'><label for='data-bb99dce7-84a4-4dea-a818-d64d237e36de' 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-834fe186-3787-4bce-851d-f68dee345eb0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-834fe186-3787-4bce-851d-f68dee345eb0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-08ba150d-fbb0-4828-8148-bd2ed87b6c85' class='xr-var-data-in' type='checkbox'><label for='data-08ba150d-fbb0-4828-8148-bd2ed87b6c85' 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'>3.387e+04 1.121e+04 ... 3.775e+04</div><input id='attrs-98ec60c0-4723-4ad0-9455-91e41cf96f5c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-98ec60c0-4723-4ad0-9455-91e41cf96f5c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-29f0111a-6fc0-40dd-a28e-9b125eb68748' class='xr-var-data-in' type='checkbox'><label for='data-29f0111a-6fc0-40dd-a28e-9b125eb68748' 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([[33865.63829357, 11213.27673785, 31505.13200897, ...,\n",
" 3774.79496589, 16746.96924304, 8445.65878834],\n",
" [12596.97472971, 16234.00770038, 18137.64424309, ...,\n",
" 35209.65685333, nan, 39298.91723254],\n",
" [13450.76211121, 22890.06630254, 54748.84315544, ...,\n",
" 12243.24023594, 12721.6646347 , nan],\n",
" ...,\n",
" [45718.80132674, 29037.05214594, 44338.45272733, ...,\n",
" 15460.26036067, 24175.26332095, 28213.20717303],\n",
" [25606.87457499, 50314.77121561, nan, ...,\n",
" 22946.48088977, 41490.52766809, 37549.42324017],\n",
" [50429.36906388, 39652.54825146, 60245.67708156, ...,\n",
" 45849.00408388, 10677.00597914, 37746.9831283 ]])</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-9d060436-42b6-48df-9287-2b390a1db21e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9d060436-42b6-48df-9287-2b390a1db21e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a170af8f-d198-4a98-9146-f76214981caa' class='xr-var-data-in' type='checkbox'><label for='data-a170af8f-d198-4a98-9146-f76214981caa' 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-d39bf668-690b-4b66-a4bb-b4fe5e15b06d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d39bf668-690b-4b66-a4bb-b4fe5e15b06d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-601aaca1-09b9-434f-8d34-75bbdf3eb9d8' class='xr-var-data-in' type='checkbox'><label for='data-601aaca1-09b9-434f-8d34-75bbdf3eb9d8' 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'>6.46e+04 2.728e+04 ... 1.077e+05</div><input id='attrs-0b9124f0-d81b-4f91-96a8-046120078ffa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0b9124f0-d81b-4f91-96a8-046120078ffa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7dbbbfd0-c553-40ee-81f4-7c70a61e2d2b' class='xr-var-data-in' type='checkbox'><label for='data-7dbbbfd0-c553-40ee-81f4-7c70a61e2d2b' 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([[ 64598.13911203, 27278.97357575, 77455.08642098, ...,\n",
" 10620.32398837, 49723.8457734 , 26188.72048246],\n",
" [ 38242.2674034 , 36647.77995267, 44674.46522651, ...,\n",
" 109621.81926724, nan, 112606.43576377],\n",
" [ 34995.54552246, 39784.20482585, 90396.87216097, ...,\n",
" 32120.5139906 , 32530.37289094, nan],\n",
" ...,\n",
" [ 96334.84229549, 67417.7869375 , 104209.87066223, ...,\n",
" 47093.00634228, 65322.21805455, 92613.47895531],\n",
" [ 64626.83427868, 103353.24312938, nan, ...,\n",
" 69473.56994479, 117898.82167719, 110894.2360051 ],\n",
" [ 95817.92800084, 89203.2453908 , 131286.17735167, ...,\n",
" 112943.61126892, 24263.3411943 , 107724.72684994]])</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-29be2d68-c58a-4183-8284-14bb7d257e0b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-29be2d68-c58a-4183-8284-14bb7d257e0b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0721634e-17ce-414c-b104-6c7fd12ffefd' class='xr-var-data-in' type='checkbox'><label for='data-0721634e-17ce-414c-b104-6c7fd12ffefd' 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-bef3f86d-8fef-4eae-8730-61fb78f1dbd1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bef3f86d-8fef-4eae-8730-61fb78f1dbd1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9b6e3b99-cbce-43f6-9dbd-f8b7bdc9d374' class='xr-var-data-in' type='checkbox'><label for='data-9b6e3b99-cbce-43f6-9dbd-f8b7bdc9d374' 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'>8.47e+04 3.387e+04 ... 1.072e+05</div><input id='attrs-4743ab8c-6b73-4083-9d87-5c6406f0e24a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4743ab8c-6b73-4083-9d87-5c6406f0e24a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a2ae6bbd-493d-42f7-ae33-94ed633aaaf5' class='xr-var-data-in' type='checkbox'><label for='data-a2ae6bbd-493d-42f7-ae33-94ed633aaaf5' 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([[ 84703.689036 , 33871.87293386, 98802.28711498, ...,\n",
" 11388.55906901, 49900.23452733, 25815.28128358],\n",
" [ 38326.56653537, 45646.6171231 , 50236.07057405, ...,\n",
" 104337.71407135, nan, 110507.5155238 ],\n",
" [ 39782.49159892, 60657.13377075, 141689.05013177, ...,\n",
" 34425.75539935, 36044.2112971 , nan],\n",
" ...,\n",
" [121720.65410465, 77636.18706625, 124603.80398763, ...,\n",
" 46599.00352961, 69243.84819308, 86316.51004666],\n",
" [ 73816.4136342 , 128757.21300257, nan, ...,\n",
" 67470.66694272, 114552.53664725, 109743.27625248],\n",
" [126858.09270242, 111176.01540866, 157016.39109653, ...,\n",
" 120593.57715726, 28446.40398406, 107187.04697032]])</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-91f40f65-7b20-48c8-91de-b6a11ca5803e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-91f40f65-7b20-48c8-91de-b6a11ca5803e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cc371bb6-2c12-4874-97fa-d5c8da8255f5' class='xr-var-data-in' type='checkbox'><label for='data-cc371bb6-2c12-4874-97fa-d5c8da8255f5' 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-f5e7126d-1a50-4fdd-bd43-4b5a540400fa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f5e7126d-1a50-4fdd-bd43-4b5a540400fa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b97b6db9-502e-4984-a737-239dc9f0d2b9' class='xr-var-data-in' type='checkbox'><label for='data-b97b6db9-502e-4984-a737-239dc9f0d2b9' 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'>2.5e+04 8.772e+03 ... 4.094e+04</div><input id='attrs-809ed120-4a91-4e66-a536-6519f6079bb9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-809ed120-4a91-4e66-a536-6519f6079bb9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0aa665fb-915a-4b4a-b58c-488f7cc86dee' class='xr-var-data-in' type='checkbox'><label for='data-0aa665fb-915a-4b4a-b58c-488f7cc86dee' 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([[25000.37677414, 8771.75583668, 23366.01106168, ...,\n",
" 3541.9445592 , 17648.54402853, 8800.47739128],\n",
" [12808.07111078, 12325.9497214 , 15456.17131582, ...,\n",
" 39774.55103722, nan, 42926.58610804],\n",
" [12873.58837027, 13636.53008341, 31854.61043766, ...,\n",
" 11907.29663028, 11839.22583413, nan],\n",
" ...,\n",
" [35418.31425952, 25416.66438635, 36828.92044312, ...,\n",
" 17112.24904593, 24126.73247616, 32977.9792113 ],\n",
" [22296.72199377, 40116.22777797, nan, ...,\n",
" 25739.00550486, 47088.84808183, 40516.98851334],\n",
" [37296.91759173, 31159.50085532, 50845.95821347, ...,\n",
" 45596.25758413, 9144.218025 , 40937.81716451]])</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-d976927d-dd16-4193-939a-94ab6bd9d66f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d976927d-dd16-4193-939a-94ab6bd9d66f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5fd35bf5-9641-4d80-baf6-eada93791e0d' class='xr-var-data-in' type='checkbox'><label for='data-5fd35bf5-9641-4d80-baf6-eada93791e0d' 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-e2e5a152-de45-4b7b-8b51-2203fb948914' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e2e5a152-de45-4b7b-8b51-2203fb948914' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f139139-1896-46f5-850d-eef9bea19209' class='xr-var-data-in' type='checkbox'><label for='data-7f139139-1896-46f5-850d-eef9bea19209' 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'>8.024e+04 2.717e+04 ... 9.646e+04</div><input id='attrs-45f07af2-5d26-42c0-887a-5a14bc288010' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-45f07af2-5d26-42c0-887a-5a14bc288010' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4884e07c-578e-42b8-8c0d-cc06a593cb48' class='xr-var-data-in' type='checkbox'><label for='data-4884e07c-578e-42b8-8c0d-cc06a593cb48' 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([[ 80235.87997316, 27172.88573835, 73591.69551828, ...,\n",
" 10562.85167258, 42467.17042235, 22667.29061394],\n",
" [ 31948.46320328, 40950.10561578, 44463.37770825, ...,\n",
" 90122.34888466, nan, 101076.67925082],\n",
" [ 33968.3575828 , 52313.46968893, 126955.45257519, ...,\n",
" 32142.95111973, 32413.32875968, nan],\n",
" ...,\n",
" [110447.50807572, 68266.55534326, 106325.00691224, ...,\n",
" 41183.22138595, 60315.82002943, 73430.71503856],\n",
" [ 64038.79313099, 122341.7074611 , nan, ...,\n",
" 59550.84666542, 104996.36578923, 94123.95361076],\n",
" [120707.76984033, 95579.72003392, 146573.78617008, ...,\n",
" 115318.92240455, 26959.01949465, 96460.9657922 ]])</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-04c075f0-263e-41ba-8b4a-520d3d32173f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-04c075f0-263e-41ba-8b4a-520d3d32173f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7794fbb5-3149-4558-b182-e8c5d7719a1c' class='xr-var-data-in' type='checkbox'><label for='data-7794fbb5-3149-4558-b182-e8c5d7719a1c' 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-01367d7f-b9b9-4757-a40e-49e3ee2685cd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-01367d7f-b9b9-4757-a40e-49e3ee2685cd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f2c15b7c-17f6-4cb7-9ac7-59f4c0087c78' class='xr-var-data-in' type='checkbox'><label for='data-f2c15b7c-17f6-4cb7-9ac7-59f4c0087c78' 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'>5.376e+04 2.512e+04 ... 8.212e+04</div><input id='attrs-3e255e7b-07dc-48aa-b881-b1b4875b5f63' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3e255e7b-07dc-48aa-b881-b1b4875b5f63' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-36a7b169-eb80-4640-8857-e539cb9fee57' class='xr-var-data-in' type='checkbox'><label for='data-36a7b169-eb80-4640-8857-e539cb9fee57' 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([[ 53763.66881389, 25120.53968035, 101823.55160489, ...,\n",
" 7983.90625627, 51702.68618263, 29077.14503722],\n",
" [ 51355.68957867, 44066.15219122, 64403.46774715, ...,\n",
" 119918.18376034, nan, 102328.57525882],\n",
" [ 46556.02680625, 32905.01932665, 75235.29938044, ...,\n",
" 27636.54569201, 26315.55394907, nan],\n",
" ...,\n",
" [ 78789.67708617, 71497.67848243, 113627.37582534, ...,\n",
" 37290.13845354, 55549.97773592, 84987.3012342 ],\n",
" [ 80158.88489907, 77048.04566432, nan, ...,\n",
" 54178.65737969, 81910.09245742, 100203.96286185],\n",
" [ 58477.84116721, 89334.83481581, 91789.54776208, ...,\n",
" 65764.59284878, 19243.19248843, 82120.36395432]])</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-18ba60d7-012e-4b28-8776-0924f080fd16' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-18ba60d7-012e-4b28-8776-0924f080fd16' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8844dd9f-dc5e-47c0-8f42-e57f24358c60' class='xr-var-data-in' type='checkbox'><label for='data-8844dd9f-dc5e-47c0-8f42-e57f24358c60' 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-b4be045e-ba5e-443f-8f22-89010be2327d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b4be045e-ba5e-443f-8f22-89010be2327d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e8c10e8-7025-4cf5-8333-6b2ff7ed5202' class='xr-var-data-in' type='checkbox'><label for='data-5e8c10e8-7025-4cf5-8333-6b2ff7ed5202' 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'>3.015e+04 1.407e+04 ... 3.873e+04</div><input id='attrs-3094b3fb-be27-464b-ba16-da902d53c73d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3094b3fb-be27-464b-ba16-da902d53c73d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-87d57330-f260-4e81-8391-7d674188df56' class='xr-var-data-in' type='checkbox'><label for='data-87d57330-f260-4e81-8391-7d674188df56' 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([[30152.31168967, 14071.7298265 , 57522.08032613, ...,\n",
" 3699.8380959 , 23204.8858223 , 12230.14045811],\n",
" [23474.07689103, 23068.81093937, 28522.45475896, ...,\n",
" 53661.32867389, nan, 44711.83930933],\n",
" [24695.61321428, 21314.61039391, 48125.02075018, ...,\n",
" 12761.34213893, 11822.86117389, nan],\n",
" ...,\n",
" [42868.52766378, 37152.69679876, 60775.55940556, ...,\n",
" 17410.65776384, 28429.86718651, 39200.29528259],\n",
" [39373.20169246, 41428.81237063, nan, ...,\n",
" 24945.11106688, 39534.15527552, 47787.06961115],\n",
" [33321.08989249, 48171.59944049, 49510.02004625, ...,\n",
" 33324.17694945, 9191.62156755, 38728.37780903]])</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-c04e0ac6-43d9-46e5-8748-238497549dbf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c04e0ac6-43d9-46e5-8748-238497549dbf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4b33a959-33d1-43c0-a4e2-3db48a5effc7' class='xr-var-data-in' type='checkbox'><label for='data-4b33a959-33d1-43c0-a4e2-3db48a5effc7' 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-2e4a5c39-ee6c-4d77-86ed-ab99d42a32a1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2e4a5c39-ee6c-4d77-86ed-ab99d42a32a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b4e57064-2ee3-47a5-be97-18c01d06fd78' class='xr-var-data-in' type='checkbox'><label for='data-b4e57064-2ee3-47a5-be97-18c01d06fd78' 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'>6.18e+04 3.221e+04 ... 1.012e+05</div><input id='attrs-78392ddb-09e6-4e8d-a3d0-b35c57d5fbef' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-78392ddb-09e6-4e8d-a3d0-b35c57d5fbef' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-90af08be-dea8-499c-867d-0aacba0e93c6' class='xr-var-data-in' type='checkbox'><label for='data-90af08be-dea8-499c-867d-0aacba0e93c6' 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([[ 61800.20788508, 32209.39111578, 137142.71652244, ...,\n",
" 9231.43316641, 70916.36080048, 40144.9504278 ],\n",
" [ 71951.60766981, 51505.19176212, 89316.82275225, ...,\n",
" 161224.08850405, nan, 137111.51746996],\n",
" [ 54633.75137699, 36542.48300717, 82168.14536779, ...,\n",
" 34093.3215525 , 35172.37093279, nan],\n",
" ...,\n",
" [ 92590.47573941, 93505.61816836, 146481.54676086, ...,\n",
" 46678.22908282, 69683.38472369, 111600.01304972],\n",
" [104326.45344783, 91053.76771146, nan, ...,\n",
" 67211.68766532, 96958.58232447, 133834.9529295 ],\n",
" [ 63940.36355764, 116721.34057637, 106259.5755798 , ...,\n",
" 74481.83470586, 24046.30507672, 101226.17090629]])</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-32ed9404-1ebb-44cb-8e97-61f2776233d2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-32ed9404-1ebb-44cb-8e97-61f2776233d2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be3713b5-5216-4e1f-b823-5d0576e79acb' class='xr-var-data-in' type='checkbox'><label for='data-be3713b5-5216-4e1f-b823-5d0576e79acb' 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-123bde8e-125b-4b1f-9a49-f06bc5778df9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-123bde8e-125b-4b1f-9a49-f06bc5778df9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-75913346-89a8-4cf4-bcc6-d664ef629be7' class='xr-var-data-in' type='checkbox'><label for='data-75913346-89a8-4cf4-bcc6-d664ef629be7' 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>BAM1932M</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'>0.372461 0.37799144 ... 0.32007748</div><input id='attrs-1f054fb9-59dd-47da-86a7-f0a4dba7ca9c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1f054fb9-59dd-47da-86a7-f0a4dba7ca9c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5535e209-1d8c-494a-9012-8afbaa21f3a1' class='xr-var-data-in' type='checkbox'><label for='data-5535e209-1d8c-494a-9012-8afbaa21f3a1' 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([[0.372461 , 0.37799144, 0.38179466, ..., 0.48387662, 0.4853085 ,\n",
" 0.5569868 ],\n",
" [0.36231935, 0.36837757, 0.3770458 , ..., 0.47311684, 0.46325892,\n",
" 0.5195634 ],\n",
" [0.40388784, 0.410164 , 0.41359085, ..., 0.49881062, 0.4938329 ,\n",
" 0.56050354],\n",
" ...,\n",
" [0.2217889 , 0.2222154 , 0.22435671, ..., 0.21900682, 0.212495 ,\n",
" 0.26577303],\n",
" [0.20560913, 0.21059036, 0.21703322, ..., 0.21597159, 0.20878987,\n",
" 0.27849904],\n",
" [0.24189827, 0.2459369 , 0.25180838, ..., 0.2672911 , 0.25765008,\n",
" 0.32007748]], 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-538f4267-42bb-46c0-92e1-436b0a1ebef9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-538f4267-42bb-46c0-92e1-436b0a1ebef9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3279f17-2ade-4fdc-9b3e-346b87882b40' class='xr-var-data-in' type='checkbox'><label for='data-b3279f17-2ade-4fdc-9b3e-346b87882b40' 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'>896.0 -76.99 131.4 ... 152.9 658.5</div><input id='attrs-004dbc5b-5364-4123-a884-588d0764744a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-004dbc5b-5364-4123-a884-588d0764744a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-465504c6-caaf-4e59-a3dd-1e9092207d89' class='xr-var-data-in' type='checkbox'><label for='data-465504c6-caaf-4e59-a3dd-1e9092207d89' 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([[ 895.97441894, -76.98964988, 131.44735841, ..., -61.10022104,\n",
" 202.93585058, 130.79157704],\n",
" [ -2.59697311, 152.41716781, 137.35383054, ..., 160.66207468,\n",
" nan, 498.90273457],\n",
" [ 174.95162715, -33.38571686, 685.2438818 , ..., -19.15201477,\n",
" 314.4586057 , nan],\n",
" ...,\n",
" [ 558.77237744, 247.09394083, 945.60456232, ..., 60.23239336,\n",
" 403.37824025, 410.59035397],\n",
" [ 45.98455035, 1214.76728736, nan, ..., 242.62800628,\n",
" 283.73335989, 470.73810626],\n",
" [ 959.35908721, 450.63224553, 941.51342998, ..., 683.54109722,\n",
" 152.87834876, 658.51994466]])</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-52dc0d1b-0bb5-42cf-a02f-55af08cc7002' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-52dc0d1b-0bb5-42cf-a02f-55af08cc7002' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c609d513-1e64-49e4-9c83-a952bdeb206f' class='xr-var-data-in' type='checkbox'><label for='data-c609d513-1e64-49e4-9c83-a952bdeb206f' 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-cb5a88e0-043c-4fc0-91c4-dd8bbe323520' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cb5a88e0-043c-4fc0-91c4-dd8bbe323520' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a0ba2a12-7851-446e-82d6-0e1631ee93f9' class='xr-var-data-in' type='checkbox'><label for='data-a0ba2a12-7851-446e-82d6-0e1631ee93f9' 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'>1.852e+03 -16.05 ... 1.714e+03</div><input id='attrs-c4473df6-d8d5-4be2-a835-6646d2c5ce59' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c4473df6-d8d5-4be2-a835-6646d2c5ce59' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b359855b-8c1c-4f59-b096-27fcc8b3f5fd' class='xr-var-data-in' type='checkbox'><label for='data-b359855b-8c1c-4f59-b096-27fcc8b3f5fd' 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([[1852.01954356, -16.05411648, 697.35343876, ..., -72.05363694,\n",
" 377.35643877, 194.06942833],\n",
" [ 154.91332264, 328.22281456, 377.39756675, ..., 1112.52221745,\n",
" nan, 1591.18910554],\n",
" [ 309.37307925, 133.10733119, 1699.34328947, ..., 57.03246225,\n",
" 519.99801608, nan],\n",
" ...,\n",
" [1533.5919731 , 826.54762551, 2270.25497317, ..., 296.03179009,\n",
" 935.2395964 , 1283.51442753],\n",
" [ 432.41206894, 2590.19805835, nan, ..., 744.5663812 ,\n",
" 1384.48763098, 1694.0216894 ],\n",
" [2232.68412386, 1225.5097821 , 2770.77534872, ..., 2015.67002373,\n",
" 364.92413434, 1713.87791351]])</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'>1.02e+03 255.1 ... 1.728 1.396e+03</div><input id='attrs-517e591d-e50b-4948-bdba-42030cecb1f6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-517e591d-e50b-4948-bdba-42030cecb1f6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c011c6b6-30a1-4ce3-b67f-d9302c9fc32c' class='xr-var-data-in' type='checkbox'><label for='data-c011c6b6-30a1-4ce3-b67f-d9302c9fc32c' 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([[ 1.02011971e+03, 2.55131287e+02, 3.69523626e+03, ...,\n",
" -1.35589771e+02, 6.32023955e+02, 2.14170925e+02],\n",
" [ 6.64160055e+02, 5.79345001e+02, 1.10931570e+03, ...,\n",
" 3.07401619e+03, nan, 2.01606572e+03],\n",
" [ 6.29567109e+02, 2.74839735e+02, 1.93805157e+03, ...,\n",
" -2.48353592e+01, 3.27406763e+02, nan],\n",
" ...,\n",
" [ 1.63924305e+03, 1.57265967e+03, 3.97010326e+03, ...,\n",
" 1.74357474e+02, 9.95155659e+02, 1.60176775e+03],\n",
" [ 1.72173949e+03, 1.83634357e+03, nan, ...,\n",
" 7.27853372e+02, 1.23510721e+03, 2.22955630e+03],\n",
" [ 1.03043748e+03, 2.45178667e+03, 2.14666826e+03, ...,\n",
" 8.99240498e+02, 1.72764630e+00, 1.39599956e+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-32b1b9e5-0fcd-4146-9979-7a2406bfffce' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-32b1b9e5-0fcd-4146-9979-7a2406bfffce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a9a74fbf-7aed-46fe-b771-7d62ededd3f0' class='xr-var-data-in' type='checkbox'><label for='data-a9a74fbf-7aed-46fe-b771-7d62ededd3f0' 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-1299d4ad-4336-4c24-9913-cf98d3a51f42' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1299d4ad-4336-4c24-9913-cf98d3a51f42' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c04138f8-c9e0-4282-af52-59b32e25cf66' class='xr-var-data-in' type='checkbox'><label for='data-c04138f8-c9e0-4282-af52-59b32e25cf66' 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'>-4.758 -14.06 ... -118.3 78.32</div><input id='attrs-3e175b4d-f13e-4fdd-b378-5a6cbd9ecdbe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3e175b4d-f13e-4fdd-b378-5a6cbd9ecdbe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6fd9edc9-e186-457c-a78c-2266c87ce106' class='xr-var-data-in' type='checkbox'><label for='data-6fd9edc9-e186-457c-a78c-2266c87ce106' 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([[ -4.75751857, -14.05996126, 498.15516144, ..., -78.58969231,\n",
" -9.33221914, -21.10082301],\n",
" [ -50.84521702, 41.12549522, 80.91652897, ..., 392.63305115,\n",
" nan, 138.81102447],\n",
" [ -16.77340758, -104.66503948, 253.94431388, ..., -224.51274458,\n",
" 58.70254038, nan],\n",
" ...,\n",
" [ 137.06309143, 119.0555221 , 449.76377869, ..., -148.82763365,\n",
" 149.44128135, 70.68971169],\n",
" [ 156.27793208, 183.70118926, nan, ..., 98.56981558,\n",
" 62.33700277, 91.08348828],\n",
" [ 21.34367504, 250.74246934, 162.89834958, ..., -31.72689411,\n",
" -118.27459599, 78.32302888]])</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-0636cf44-fd73-4c09-baf1-51b5eedea650' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0636cf44-fd73-4c09-baf1-51b5eedea650' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-954ffe8c-2006-4474-8860-9bf247d870d7' class='xr-var-data-in' type='checkbox'><label for='data-954ffe8c-2006-4474-8860-9bf247d870d7' 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-64367689-10b2-4ba7-9cf3-7983d12166cc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-64367689-10b2-4ba7-9cf3-7983d12166cc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-abd26f5c-7b40-4b69-be25-09931424ce2e' class='xr-var-data-in' type='checkbox'><label for='data-abd26f5c-7b40-4b69-be25-09931424ce2e' 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-c5fb1dc8-c067-4284-a307-47f83fa46ab1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c5fb1dc8-c067-4284-a307-47f83fa46ab1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2cf78a09-6867-45ac-b413-01760d414d01' class='xr-var-data-in' type='checkbox'><label for='data-2cf78a09-6867-45ac-b413-01760d414d01' 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-20662cb6-2b51-4503-8a62-1d7e2614b285' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-20662cb6-2b51-4503-8a62-1d7e2614b285' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-35e80e0a-5750-4991-9cec-efbea85edd3d' class='xr-var-data-in' type='checkbox'><label for='data-35e80e0a-5750-4991-9cec-efbea85edd3d' 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'>1.819e+03 59.44 ... 259.4 1.636e+03</div><input id='attrs-4f8d7926-e146-42af-b8f0-4f8349d1f067' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4f8d7926-e146-42af-b8f0-4f8349d1f067' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ee50b8a9-5d46-46a2-963d-974136eb0dcf' class='xr-var-data-in' type='checkbox'><label for='data-ee50b8a9-5d46-46a2-963d-974136eb0dcf' 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([[1819.29797148, 59.43992481, 1183.39688835, ..., -107.4197494 ,\n",
" 415.03908208, 129.50552922],\n",
" [ 148.67367019, 409.31383212, 382.00184306, ..., 1128.24072625,\n",
" nan, 1473.24950052],\n",
" [ 315.16237479, 333.74487672, 2592.87564344, ..., 40.18394764,\n",
" 449.49678428, nan],\n",
" ...,\n",
" [2005.57829582, 893.01402218, 2501.55676446, ..., 250.53201487,\n",
" 851.7275861 , 1095.01837562],\n",
" [ 589.55491051, 2742.88279749, nan, ..., 640.40165626,\n",
" 1489.76595498, 1610.25074264],\n",
" [2581.86142386, 1567.08121787, 3152.56127573, ..., 1947.17809874,\n",
" 259.38659739, 1635.91487651]])</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-9f35b855-345c-4d8a-955a-b021f830dec4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9f35b855-345c-4d8a-955a-b021f830dec4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-de341448-b8a3-4406-b3ee-0054c6343774' class='xr-var-data-in' type='checkbox'><label for='data-de341448-b8a3-4406-b3ee-0054c6343774' 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-3a1d2fb8-2534-441f-ab7a-7a951d26acf0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3a1d2fb8-2534-441f-ab7a-7a951d26acf0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-77212de0-1747-4145-9d77-36a71fb61e98' class='xr-var-data-in' type='checkbox'><label for='data-77212de0-1747-4145-9d77-36a71fb61e98' 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'>316.5 -153.4 14.88 ... -109.7 242.5</div><input id='attrs-880e98e7-5915-4e2a-a275-2ec73303b4c8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-880e98e7-5915-4e2a-a275-2ec73303b4c8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-575f0d8c-700c-4176-8635-da4ad39c4207' class='xr-var-data-in' type='checkbox'><label for='data-575f0d8c-700c-4176-8635-da4ad39c4207' 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([[ 3.16532278e+02, -1.53435032e+02, 1.48781640e+01, ...,\n",
" -1.13440317e+02, 3.85722068e+01, -6.34933769e+01],\n",
" [-1.32063773e+02, 1.93817154e+00, -5.99406097e+01, ...,\n",
" -8.84851361e+01, nan, 7.55904319e+01],\n",
" [-1.32720928e+01, -1.35410332e+02, 4.53595527e+02, ...,\n",
" -1.66497486e+02, 1.02001888e+02, nan],\n",
" ...,\n",
" [ 2.50569782e+02, -4.18716877e+01, 3.94253998e+02, ...,\n",
" -1.44880058e+02, 5.85656862e+01, 4.88245971e+01],\n",
" [-1.34755404e+02, 6.25885592e+02, nan, ...,\n",
" -5.27324357e-01, 1.57071407e+02, 1.16731069e+02],\n",
" [ 5.03711922e+02, 1.67635178e+02, 3.65791497e+02, ...,\n",
" 2.53416198e+02, -1.09719819e+02, 2.42539783e+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-daaebb5b-fbb4-44bd-8b4c-a81f5769e6cc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-daaebb5b-fbb4-44bd-8b4c-a81f5769e6cc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bce34274-2e5c-4736-89d3-89f077a7f543' class='xr-var-data-in' type='checkbox'><label for='data-bce34274-2e5c-4736-89d3-89f077a7f543' 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-f9591da7-56b9-42a9-b73e-19d444f11cfe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f9591da7-56b9-42a9-b73e-19d444f11cfe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c6548103-3371-4ade-8a96-81a7d2e96e06' class='xr-var-data-in' type='checkbox'><label for='data-c6548103-3371-4ade-8a96-81a7d2e96e06' 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'>7.056 28.0 378.5 ... -121.0 132.9</div><input id='attrs-ab932843-0fed-40bc-a7ce-6229c4ce5840' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ab932843-0fed-40bc-a7ce-6229c4ce5840' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2405a294-9b8c-4003-b02e-35e08751dd9b' class='xr-var-data-in' type='checkbox'><label for='data-2405a294-9b8c-4003-b02e-35e08751dd9b' 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([[ 7.05594106e+00, 2.79953683e+01, 3.78541093e+02, ...,\n",
" -5.34852078e+01, 1.85552570e-01, -2.12946262e+01],\n",
" [-5.82690076e+01, 6.80018889e+01, 9.42235728e+01, ...,\n",
" 3.52558703e+02, nan, 1.49378826e+02],\n",
" [-2.81983434e+01, -1.12399099e+02, 2.39273767e+02, ...,\n",
" -1.91351091e+02, 9.54699123e+01, nan],\n",
" ...,\n",
" [ 1.39392786e+02, 9.58399871e+01, 3.99283373e+02, ...,\n",
" -1.51962690e+02, 1.12278626e+02, 4.51767893e+01],\n",
" [ 1.49649360e+02, 2.10604677e+02, nan, ...,\n",
" 1.35020513e+02, 9.13791289e+01, 6.46683239e+01],\n",
" [ 7.73762055e+01, 2.07170311e+02, 2.14378500e+02, ...,\n",
" -2.71120045e+01, -1.21035809e+02, 1.32861446e+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-795bb282-a771-43d8-9ce6-b6a2993f7eb7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-795bb282-a771-43d8-9ce6-b6a2993f7eb7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eba8c45b-10e8-425b-8290-01ebd0fa38e6' class='xr-var-data-in' type='checkbox'><label for='data-eba8c45b-10e8-425b-8290-01ebd0fa38e6' 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-330d85ed-b2b7-404e-ac97-22e13a607c77' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-330d85ed-b2b7-404e-ac97-22e13a607c77' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d0d97df0-25de-4971-ad72-df3f3ffbd747' class='xr-var-data-in' type='checkbox'><label for='data-d0d97df0-25de-4971-ad72-df3f3ffbd747' 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'>175.4 -0.8806 ... -212.7 572.8</div><input id='attrs-e07f0ba6-5fa7-44d6-90c0-3b5df4139102' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e07f0ba6-5fa7-44d6-90c0-3b5df4139102' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fa9d5749-e42a-4fdd-81b8-ff07f0080353' class='xr-var-data-in' type='checkbox'><label for='data-fa9d5749-e42a-4fdd-81b8-ff07f0080353' 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([[ 1.75412175e+02, -8.80615765e-01, 1.76157618e+03, ...,\n",
" -1.48666677e+02, 1.83631320e+02, -3.88743876e+01],\n",
" [ 2.65255649e+02, 1.66131280e+02, 6.32115823e+02, ...,\n",
" 2.02038528e+03, nan, 1.25428572e+03],\n",
" [ 1.41419841e+02, -9.03349970e+01, 6.32899838e+02, ...,\n",
" -2.34939832e+02, 6.18631948e+01, nan],\n",
" ...,\n",
" [ 6.50693233e+02, 6.77160447e+02, 1.92178827e+03, ...,\n",
" -1.13242371e+02, 2.87671455e+02, 7.18311997e+02],\n",
" [ 8.96297857e+02, 7.01218070e+02, nan, ...,\n",
" 2.56043371e+02, 4.92939926e+02, 1.09426398e+03],\n",
" [ 2.49355697e+02, 1.14627057e+03, 8.58486282e+02, ...,\n",
" 1.69375295e+02, -2.12731370e+02, 5.72841036e+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-d7f9a30a-d929-4097-b082-902357a28dfa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d7f9a30a-d929-4097-b082-902357a28dfa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-865e6e84-8da6-46a2-8351-110c853a7a3d' class='xr-var-data-in' type='checkbox'><label for='data-865e6e84-8da6-46a2-8351-110c853a7a3d' 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-4fb89f91-11b3-45dc-95bd-a3f82ea45d9d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4fb89f91-11b3-45dc-95bd-a3f82ea45d9d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4c839a19-25df-4e7c-863e-4a32f8f5b041' class='xr-var-data-in' type='checkbox'><label for='data-4c839a19-25df-4e7c-863e-4a32f8f5b041' 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-d6e9a245-70c9-449c-88a5-0acccf3608c5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d6e9a245-70c9-449c-88a5-0acccf3608c5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fcd03df2-81de-4a03-a14c-9f02edd9cb4a' class='xr-var-data-in' type='checkbox'><label for='data-fcd03df2-81de-4a03-a14c-9f02edd9cb4a' 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'>7.526 7.525 7.524 ... 7.694 7.684</div><input id='attrs-317862f3-9b26-40e7-b882-bdb44ead0229' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-317862f3-9b26-40e7-b882-bdb44ead0229' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0fcd8159-af00-4b34-befa-0fcb7a1f9bf1' class='xr-var-data-in' type='checkbox'><label for='data-0fcd8159-af00-4b34-befa-0fcb7a1f9bf1' 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([[7.52570068, 7.52487111, 7.52430063, ..., 7.50898834, 7.50877355,\n",
" 7.49802181],\n",
" [7.52701579, 7.52610706, 7.52480682, ..., 7.51039617, 7.51187485,\n",
" 7.50342919],\n",
" [7.52055148, 7.51961005, 7.51909602, ..., 7.50631306, 7.50705972,\n",
" 7.49705912],\n",
" ...,\n",
" [7.69959444, 7.69953046, 7.69920927, ..., 7.70001175, 7.70098852,\n",
" 7.69299682],\n",
" [7.70183817, 7.70109099, 7.70012456, ..., 7.7002838 , 7.70136106,\n",
" 7.69090469],\n",
" [7.69616576, 7.69555997, 7.69467925, ..., 7.69235684, 7.69380299,\n",
" 7.68443888]])</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'>50.17 50.17 50.16 ... 51.29 51.23</div><input id='attrs-f32a2277-3b4b-4022-9974-e7df73c7353d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f32a2277-3b4b-4022-9974-e7df73c7353d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-58ca8550-59c0-48c5-aa70-23b71f09fd6b' class='xr-var-data-in' type='checkbox'><label for='data-58ca8550-59c0-48c5-aa70-23b71f09fd6b' 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([[50.17133786, 50.16580742, 50.16200419, ..., 50.05992224,\n",
" 50.05849036, 49.98681205],\n",
" [50.18010526, 50.17404705, 50.1653788 , ..., 50.06930777,\n",
" 50.07916569, 50.02286124],\n",
" [50.13700984, 50.13073368, 50.12730683, ..., 50.04208706,\n",
" 50.04706479, 49.98039414],\n",
" ...,\n",
" [51.33062959, 51.33020309, 51.32806178, ..., 51.33341167,\n",
" 51.33992349, 51.28664546],\n",
" [51.34558782, 51.34060658, 51.33416372, ..., 51.33522536,\n",
" 51.34240707, 51.27269791],\n",
" [51.30777174, 51.30373311, 51.29786163, ..., 51.28237891,\n",
" 51.29201993, 51.22959253]])</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'>1.781e+05 7.225e+04 ... 2.486e+05</div><input id='attrs-c1bbad58-3708-4ee2-b93a-aae4bc58227b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c1bbad58-3708-4ee2-b93a-aae4bc58227b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6967f533-847e-4bc9-abbd-aa96e907a97b' class='xr-var-data-in' type='checkbox'><label for='data-6967f533-847e-4bc9-abbd-aa96e907a97b' 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([[178118.40894944, 72252.07056782, 250646.03222019, ...,\n",
" 24616.55351315, 131232.99260722, 70449.31172284],\n",
" [117048.66225181, 116453.34350092, 148136.78583358, ...,\n",
" 295492.84995313, nan, 280852.43621108],\n",
" [115034.37022776, 114519.58450448, 266782.72718689, ...,\n",
" 80449.01299153, 78443.68609123, nan],\n",
" ...,\n",
" [255106.59554684, 195340.82266595, 306034.9778975 , ...,\n",
" 108491.56641951, 161766.89084118, 224194.18506888],\n",
" [201086.38856229, 266286.79790054, nan, ...,\n",
" 158903.14152788, 263005.72804623, 273722.39925619],\n",
" [234804.48770294, 254350.7184164 , 322300.31577399, ...,\n",
" 245881.751503 , 60492.74643918, 248587.84152461]])</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-36965eed-c420-4188-8bc4-fe151693495b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-36965eed-c420-4188-8bc4-fe151693495b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c43914b0-eb4a-45cf-9631-d46f1d343dca' class='xr-var-data-in' type='checkbox'><label for='data-c43914b0-eb4a-45cf-9631-d46f1d343dca' 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-22205640-e8f7-4600-adcd-3358bba3a041' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-22205640-e8f7-4600-adcd-3358bba3a041' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2e16dbdb-d4fe-43b1-938b-fbe52e8dd76a' class='xr-var-data-in' type='checkbox'><label for='data-2e16dbdb-d4fe-43b1-938b-fbe52e8dd76a' 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-d9b7fc0d-ab1e-4223-8b7d-215a10ba91bf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d9b7fc0d-ab1e-4223-8b7d-215a10ba91bf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-49154ff2-6ba1-4f6d-b74c-de7cfb18412e' class='xr-var-data-in' type='checkbox'><label for='data-49154ff2-6ba1-4f6d-b74c-de7cfb18412e' 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'>2.005e+05 8.077e+04 ... 2.764e+05</div><input id='attrs-a4f0cd0b-b6d0-47a3-ad5f-9a2438164ff7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a4f0cd0b-b6d0-47a3-ad5f-9a2438164ff7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-36cc34f2-c0c3-4f85-87c9-c2aa8a8dbaa6' class='xr-var-data-in' type='checkbox'><label for='data-36cc34f2-c0c3-4f85-87c9-c2aa8a8dbaa6' 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([[200533.10655414, 80771.53758316, 280375.93871473, ...,\n",
" 27768.44372068, 145838.67380114, 78357.452641 ],\n",
" [130187.67970119, 129737.23694618, 164732.09818882, ...,\n",
" 327561.02889948, nan, 311849.44461972],\n",
" [128712.01080485, 128566.25678756, 301112.6369277 , ...,\n",
" 90966.8878585 , 87769.72288683, nan],\n",
" ...,\n",
" [285771.22213571, 217269.54228456, 342580.14074743, ...,\n",
" 120906.5924753 , 180803.1919877 , 248172.67255329],\n",
" [222145.18469876, 296756.85713576, nan, ...,\n",
" 175674.98084605, 291909.57393334, 304599.77525694],\n",
" [263369.11223412, 283128.54437693, 358930.990381 , ...,\n",
" 275035.5750391 , 68789.13047689, 276391.5882273 ]])</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-9a781d99-0718-44a8-a998-4eff86768267' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9a781d99-0718-44a8-a998-4eff86768267' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f3b366b-e760-49b9-89e7-5449cd7999a1' class='xr-var-data-in' type='checkbox'><label for='data-7f3b366b-e760-49b9-89e7-5449cd7999a1' 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-c9177944-1ddc-4897-bffa-c92273c36079' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c9177944-1ddc-4897-bffa-c92273c36079' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b969589d-b102-46ad-8155-25330cc17948' class='xr-var-data-in' type='checkbox'><label for='data-b969589d-b102-46ad-8155-25330cc17948' 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 2.911e+05 ... 9.526e+05</div><input id='attrs-c782135b-63ab-43d3-9c2b-59f455c20ca8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c782135b-63ab-43d3-9c2b-59f455c20ca8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d33cf622-3847-404a-84e5-4f1a3a461f77' class='xr-var-data-in' type='checkbox'><label for='data-d33cf622-3847-404a-84e5-4f1a3a461f77' 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([[ 668336.12621134, 291147.5156115 , 1031467.7782629 , ...,\n",
" 94409.53074486, 520873.75400582, 282059.51883769],\n",
" [ 472466.26058443, 446604.37714525, 587161.36797489, ...,\n",
" 1166305.84041252, nan, 1088635.57756074],\n",
" [ 445801.2776571 , 437257.61666883, 1010822.75539022, ...,\n",
" 309768.00025458, 306233.17284909, nan],\n",
" ...,\n",
" [ 969094.59988754, 762055.9274787 , 1210538.33729039, ...,\n",
" 422401.96342481, 629582.90499357, 884013.48910166],\n",
" [ 787746.74282648, 1000144.90850493, nan, ...,\n",
" 613081.154502 , 994348.00504197, 1077777.84301176],\n",
" [ 870620.83305617, 1003578.38107931, 1210465.733794 , ...,\n",
" 918189.04688581, 232259.17406303, 952552.53718519]])</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-3378687c-77e0-4296-9cf8-afdec39e3653' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3378687c-77e0-4296-9cf8-afdec39e3653' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-84a5049d-8585-4709-9aa5-8d6f9eda1ffd' class='xr-var-data-in' type='checkbox'><label for='data-84a5049d-8585-4709-9aa5-8d6f9eda1ffd' 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-79e2bb79-45d8-4cd1-83a8-bcf8a662d8d5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-79e2bb79-45d8-4cd1-83a8-bcf8a662d8d5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5d48a074-8c9b-4be8-a915-2785aa51ba9f' class='xr-var-data-in' type='checkbox'><label for='data-5d48a074-8c9b-4be8-a915-2785aa51ba9f' 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-1c10bbab-303f-4a0c-8821-a12f4946067f' class='xr-section-summary-in' type='checkbox' checked><label for='section-1c10bbab-303f-4a0c-8821-a12f4946067f' 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: (dim_0: 1, pulse_slot: 2700, sa3_pId: 20, trainId: 25880)\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:\n",
" 0 (trainId, sa3_pId) float64 2.897e+05 ... 4.276e+05\n",
" 0X (trainId, sa3_pId) float64 6.034e+04 ... 8.999e+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",
" 10X1 (trainId, sa3_pId) float64 7.858e+04 ... 1.114e+05\n",
" 10X1_area (dim_0, trainId, sa3_pId) float64 1.599e+03 ... 1.599e+03\n",
" 10X1_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 10X2 (trainId, sa3_pId) float64 2.433e+04 ... 3.969e+04\n",
" 10X2_area (dim_0, trainId, sa3_pId) float64 1.025e+03 ... 1.025e+03\n",
" 10X2_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 11X (trainId, sa3_pId) float64 7.097e+04 ... 9.93e+04\n",
" 11X_area (dim_0, trainId, sa3_pId) float64 2.173e+03 ... 2.173e+03\n",
" 11X_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 1X1 (trainId, sa3_pId) float64 3.387e+04 ... 3.775e+04\n",
" 1X1_area (dim_0, trainId, sa3_pId) float64 1.025e+03 ... 1.025e+03\n",
" 1X1_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 1X2 (trainId, sa3_pId) float64 6.46e+04 ... 1.077e+05\n",
" 1X2_area (dim_0, trainId, sa3_pId) float64 1.599e+03 ... 1.599e+03\n",
" 1X2_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 2X1 (trainId, sa3_pId) float64 8.47e+04 ... 1.072e+05\n",
" 2X1_area (dim_0, trainId, sa3_pId) float64 1.599e+03 ... 1.599e+03\n",
" 2X1_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 2X2 (trainId, sa3_pId) float64 2.5e+04 ... 4.094e+04\n",
" 2X2_area (dim_0, trainId, sa3_pId) float64 1.025e+03 ... 1.025e+03\n",
" 2X2_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 3X (trainId, sa3_pId) float64 8.024e+04 ... 9.646e+04\n",
" 3X_area (dim_0, trainId, sa3_pId) float64 2.173e+03 ... 2.173e+03\n",
" 3X_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 8X (trainId, sa3_pId) float64 5.376e+04 ... 8.212e+04\n",
" 8X_area (dim_0, trainId, sa3_pId) float64 2.132e+03 ... 2.132e+03\n",
" 8X_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 9X1 (trainId, sa3_pId) float64 3.015e+04 ... 3.873e+04\n",
" 9X1_area (dim_0, trainId, sa3_pId) float64 1.025e+03 ... 1.025e+03\n",
" 9X1_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" 9X2 (trainId, sa3_pId) float64 6.18e+04 ... 1.012e+05\n",
" 9X2_area (dim_0, trainId, sa3_pId) float64 1.599e+03 ... 1.599e+03\n",
" 9X2_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" BAM1932M (trainId, sa3_pId) float32 0.372461 ... 0.32007748\n",
" PP800_DelayLine (trainId) float64 7.532 7.532 7.531 ... 7.684 7.684 7.683\n",
" b0 (trainId, sa3_pId) float64 896.0 -76.99 ... 152.9 658.5\n",
" b0_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b0_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b1 (trainId, sa3_pId) float64 1.852e+03 -16.05 ... 1.714e+03\n",
" b10 (trainId, sa3_pId) float64 1.02e+03 255.1 ... 1.396e+03\n",
" b10_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b10_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b11 (trainId, sa3_pId) float64 -4.758 -14.06 ... -118.3 78.32\n",
" b11_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b11_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b1_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b1_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b2 (trainId, sa3_pId) float64 1.819e+03 59.44 ... 1.636e+03\n",
" b2_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b2_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b3 (trainId, sa3_pId) float64 316.5 -153.4 ... -109.7 242.5\n",
" b3_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b3_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b8 (trainId, sa3_pId) float64 7.056 28.0 ... -121.0 132.9\n",
" b8_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b8_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" b9 (trainId, sa3_pId) float64 175.4 -0.8806 ... -212.7 572.8\n",
" b9_area (dim_0, trainId, sa3_pId) float64 1.472e+03 ... 1.472e+03\n",
" b9_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" bunchPatternTable (trainId, pulse_slot) uint32 2113321 0 2097193 ... 0 0 0\n",
" delay_mm (trainId, sa3_pId) float64 7.526 7.525 ... 7.694 7.684\n",
" delay_ps (trainId, sa3_pId) float64 50.17 50.17 ... 51.29 51.23\n",
" n (trainId, sa3_pId) float64 1.781e+05 ... 2.486e+05\n",
" n_area (dim_0, trainId, sa3_pId) float64 6.314e+03 ... 6.314e+03\n",
" n_sat (trainId, sa3_pId) float64 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
" nrj (trainId) float64 777.5 777.5 777.5 ... 777.5 777.5 777.5\n",
" p (trainId, sa3_pId) float64 2.005e+05 ... 2.764e+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 ... 9.526e+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": {
"image/png": 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Gknu5zHDGUq4RER9QDRzI5VhVPQi8AKTMeFbVX6nq8ap6/OTJk4dwG6OTSZMmMWnSpJzWRpuaEs8jO3YM15YMBoNhRCmkgFsFHCEic0QkgB008lifNY8Bn3aeXw48r3aH1seAK5woyznAEcAbIjLZ0dwQkVLsAJb3RuBeRh0bN25k48aNOa2N7d2XeB7ZsXO4tmQwGAwjSsFMlKoaE5HPA08DXuA3qrpORL4DvKmqjwG3A3eJSAPQgi0EcdY9CKwHYsANqhoXkanAb50ITQ/woKo+MfJ3V3hee+01ABYsWJB1bWzfXvB4EL/faHAGg6FoKKgPTlWfBJ7sM/aNpOch4GNpjr0VuLXP2BrgA/nfaXETbdqLb9IkvNVVRsAZDOOE8eCbK7ogE8PAie3di6+uDl/dYUS2bS/0dgwGgyEvmFqUBmL79uKrO4xAfT3RnTvReLzQWzIYDIYhYwScgWjTXvx1UwjU16PRKLGkqEqDwVDcFHOhdWOizAGv18vixYsTr6+44gpuvrlf6cyceeGFF/jSl76UeP3ee+9x//33c+mll3L66afT0dEBwL59+zjxxBN59NFH+cEPfsA999wDQCwWY8OGDezfv58JEyb0Ove1117Liy++SEVFBQBLly5l6dKlafdidXdjdXTgq6vj2C99iZ8Fg8zasQP/dDvn/otf/CJTp07lX/7lXwZ9vwaDwVAIjIDLgdLSUt5+++28ne+ss85KnK+lpYV58+Zx7rnnAvDSSy8l1l122WVccoldveymm27ipptuAuDxxx/nRz/6UT/h5vKDH/yAyy+/PKe9RJ0kb/+UOj5+2WU8ee99nLxjB+WnnIJlWTz00EO88sorg7tRg8FgKCDGRFlgHnroIS644ALKysp6jbe3t/P8889z6aWX9jvmvvvu48orr8x43rVr17J2bb8CLgDE43FuuukmTjjhBI475xweONiK77A6rrruOp7q7Ejkwq1cuZL6+nrq6+sHeXcGg2GsEt6+nciuXdkXjmKMBpcDPT09vcx8t9xyC5/4xCd6rUk2ISZzxhln8OMf/zjtue+//35uvPHGfuOPPvooK1asoKqqqtd4d3c3Tz31FD/96U/TnvOrX/0q3d3dLFq0iMcee4xgMNhr/vbbb6e6uppVq1ax76GHWH71NVwRCbPkpA/iCQR4+623OM/ZWzZBajAYigfXFzfzl78g3tyMp88P77GGEXA5kIuJMtmEmCt79uzh3Xff5bzzzus3d99993H99df3G3/88cc59dRT05onv/e97zFlyhR+/etfc8cdd3DbbbfxjW98o9eaZ555hjVr1vDQQw8RO3CAg1ac7QcPshC49KijeGT1W6yIxXj00Uf59rdNSz2DYbzR9frrdgH2MR5RbQRcnhiMBvfggw/ykY98BL/f32u8ubmZN954g0ceeaTfMdm0qqlTpwLg9/s5/fTTeeONN/qtUVV+8pOfcN5559H0ne/S9sQTLLj4YgAuX7aMy3/4Q+459zyWLFlCXV1d+ps2GAxFSeeLK+0nRsAZYHAa3H333cf3vve9fuMPPfQQF154ISUlJb3G29raePHFF7n77rvTnnPPnj1MnToVVWX16tUce+yx/dacd955/OIXv2D58uVE9+2lsbyMGV1dlJeXc8Rxx1Hj9XLb6tXc9KMfDuh+DAbD6CPe3k7swAFUFbudZmZUlc6VtoAzGtw4oK8P7vzzz+f73//+kM65fft2du3axbJly/rN3X///SnTEB555BHOPfdcysvLe41/6EMf4te//jXTpk3jqquuYv/+/bS2tjJz5ky+9rWv9TvP9ddfz/bt2zn22GOJ7NzJhPJynorFAAjU1/Phyip+eKCZj370o0O6R4PBUHjira3Em5uJHzyIr7YWsAVXaP16vBMn4u9jpdGeHmJ79iCBABqJoJEIEggUYutDRuzi/OOb448/Xt98881CbyOvdHd3A/SLzuzL5jOWUX76aUy71S7rGdu/n82nn4F/5kzm/emZYd+nwWAYXjadcirxlhbq772XsmPtUr2RnTvZcq7t+w/On4+3upr6u+5kxzWfIrpnD9HGRnxTpxLbs4cjXn0FXxqf/2hARN5S1eNTzZk0gSKlrKwsq3DTWIxYc3OvX3C+yZORkhLibW3DvUWDwTACqGOdSS6kHtm2zX7i9RLesgUrHE7MxdvaCB55JB7HRWK1t4/cZvOMEXBFyttvv5018jPW3AyWha9uSq9xb00NVkcHVlfXcG7RYDCMABqNAhDZvj0xFnYEXHD+fPv15s2E3nsPjcWwOjqoOOMM8NkerHhH58huOI8YAVek5CTgnComvrrDeo17q6tB1Q4VNhgMY5qUGtzWbeDz4a2oIDh3LhoKse3SjxByikNULDsD8XoBsDqMBmcYg7z/r18F6OdknvO7B/GUlx8KFTYYDGMSVQVXwCVpcJFt2xImSG91NaVLl1L3ta+B34+UlFC6ZElCwMXbO0Z83/nCRFGOY1zThW9KbxOlBAKUn3IKnStX5hxabDAYRh9WezuoggiRHTsSn+fw9m1IUhqS+HxMuPoqOp5+OvEaV8AZDc4wFtFIBETw1tT0mys/43Rie/YQ3ry5ADszGAz5IHagBQBPebkd/r9vH/GODuL7mxMaXDrE8cFZY1iDMwJuHKPRKOL3p9TQKs44A4DGz90w0tsyGAx5It7qCDinfVZk+45EBKVkEXB4bPEQ7xy7As6YKIuUq666KusajcUSv9L64q+rQ0pLTbqAwTCGiR04ACQLuO14Suzi61k1OBHwese0BmcEXJHSt75lSqJRyLDOW1NDbM8e4h0deCsr87g7g8EwEsRbWgHwlJUhgQDNv/gFiIDPh/TpMpIK8fmMD84w+li1ahWrVq3KuMZTU03lmWemnfc6v/rCmxvyuTWDwTBCuCZK8fsJ1M9CQyE0FCIwYwbiyeHrvwAa3I5rPpVo2zNUjIArUtatW8e6desyrom3tOLNUILH/YUX3bUzr3szGAy5M5Av/L5rYwdawOtFPB789fVYoRBWKERgzpys56q/605KFy8m3jF2TZRGwI1TrO5uNBTCO6E27RpXwEV2ju2uvgbDeCXe0pLwswdnz0bDYVuDO3wO9XfdSf1dd2Y83lNZgWUE3OAQkfNFZKOINIhIv/L5IhIUkQec+ddFZHbS3C3O+EYROc8ZmykiL4jIehFZJyJfGLm7GVvEHNt8piKqs++5G9/UqUQbjYAzGMYisdZDAs5fX2/nxKkSzEGDA/BWVhVUgxuqubJgQSYi4gV+BpwDNAKrROQxVV2ftOw6oFVV54nIFcBtwCdEZBFwBXAUMA14VkTmAzHgy6q6WkQqgbdE5E99zmngkG3eW5u5SnhgxgyjwRkMY5T4gRbKTjqJmT/7Kd1JPvl0Jsq+Gp23qtIUWx4kJwINqrpVVSPA/cAlfdZcAvzWef4QsELspK1LgPtVNayq24AG4ERV3aOqqwFUtQPYAEwfgXsZc8RbbAHny2CiBPDPmklklxFwBsNYJNbakviM++vrE+OBww/P6XhPZRVWV9eYbXxayDSB6UDyN2cj8MF0a1Q1JiJtwERn/C99ju0lyBxz5geAcVkx+Nprr80475ooMwWZAARmziLe3IzV3Y0nS/sdg8EwelDLcgLJJgJ2Kyw8HhBJND6F/lpbMt4qOz3I6uy0i7CPMYoyyEREKoDfA19U1ZT6tYh8VkTeFJE39+/fP7IbHAW4GlxWATdrJgCRXY3DvieDwZA/rPZ2iMcTGpyI4CkpwVNamvM5PBW2gBurkZSFFHC7gZlJr2c4YynXiIgPqAYOZDpWRPzYwu0eVX043cVV9VeqeryqHj958uQh3sro49VXX+XVV19NOx9vbUH8fjzl5RnP459pv80mVcBgGFukstIE5swhMHt2zudIaHBZ/HD5zF3LJ4UUcKuAI0RkjogEsINGHuuz5jHg087zy4HnVVWd8SucKMs5wBHAG45/7nZgg6r+cETuYpSyadMmNm3alHY+5uTAZesUEHAEnAk0MRhGPxqPo6rsuOZT7L7xRqC3gPOUlQ1Mg6usAsZuy5yCCThVjQGfB57GDgZ5UFXXich3RORiZ9ntwEQRaQBuBG52jl0HPAisB54CblDVOHAqcA2wXETedh4fGtEbGyPEW1qymifBLtflqaoyqQIGwyhH43F61qxJNDJOtMPK4XOeDleDG+lyXWpZdL/1FtGmJuKdg+8oXtBalKr6JPBkn7FvJD0PAR9Lc+ytwK19xl4GTPOyHIi1tvRyNGciMHOm0eAMhhS4ZrlsCdMjgdXRAbEY8bY2/FOmJDp5u0Emg8Hj1KC1OgYvZAZKrLmZyPbt7LjqansPTsnAwVCUQSaG7GQr05WMf+ZMIsYHZzCMauKOn8zq7EQtK9HJ21fbv99jrngTAm7kNLh4Zyd4PMz4+c/xTpxoV11SHdS5jIArUnw+H740rXDANVHmrsFFd7+f+EVoMBj6U+hAi4SfzLJsoRCN4qmqQgKBQZ/T1Z5G1AcXjSKBAJXLz7ILvlsW0d3vD+pUpl1OkXL11VennbMiEayurpxt8/5ZMyEWI9q0l8AMkzdvMGSjEKZLq/1Q70arowONxXJ2Q6RDvF48FRVD9sEN5P1I7lMpTu5teNNG9txyS87ncDEa3DgkkQOXpUyXS8CkChgMo56EliVCvKMDjUZzdkNkwlNVOaItc5IFnBvxGd64cVDnMgKuSHnxxRd58cUXU84dSvLO3UQJJlXAYCgEcUcby7rO0eA8VVW2BheN4p04dAHnraik889/HjHzq0ajiNOIWbxeJBgktDF9ylMmjIArUrZt28a2bdtSzuXSSSAZ35QpIGJ3AzYYxjkj6WvTSITwxo3E9u3LutZta+OrrQXLQkMhfH2sNLm0yOmLp6oyay1KjUbz4qPXWAzicUiKH/CUlQ1agzM+uHFIrp0EXNxfURoOD+e2DAZDH2KtraCamwbXZvvJPEk1I/OiwVVWZRVw4YaGhNY1FOIHDwIkTJRgmykjO3bgra1FvN4Bnc8IuHFIrp0EkpFgEMsIOIOhF9E9e+wea8OE+1nNpZp/vKMdfD48gUDiB+lQkrxdvFWViZSDVGg8jtXVNaAKKS59g09izv0mC0spK7MjQ3t67KjKAWBMlOOQWEsreL14qqpyPsYTDKKh0KDzUQyGYiPe1kZ0926i779P7MCBYbmG+4VPDgLOamvHP30a9XfdmUjQztVKkwlPGg3ONdVGduzMWcvMRtxxn7gaXP1ddzLz5z8DQHt6el03p70PeUeGUUlpaSmlaX5RxVtabHXfk/t/v5SWgmUR27MnX1s0GMY0bY8/keiQ3fbIIwM6Ntcv6YQGZ1nZ13Z04K2yzZNugrYvDyZKT2UFJNW47LvvsFPzNi8CznGfJJso/TNmIGVlWN3dAz6fMVEWKZ/4xCfSzg2kTJdLIly3oQH/tGlD2pvBMNZRVQ4++CBSVoZ4vbQ+8CC+ujpEBCscJtbc3C9EfzC5cfEBaHDx9raEYPNOmIA/GqXs+ONzvlY6vE7BZSwLUvjAXAGHZWFFInicxPLB3G+s1dHgkk2UHg8lRxxBeOvWAe/daHDjkIGU6XKZ9b+/ASDcsGU4tmQwjCmsri7CmzbhnzwZ3+TJRHftwmpvR1Vp+sY3iWzblrXFTC64Ec+5+OCs9g481bYwEo8H/9SpQ6pi4uIWXE6noYU3Hwrhj7ceTLlGLStR/DkTromyryANLlw4qJJdRoMrUp599lkAzj777H5z8ZYWgkcuHND5fLW1eCdNItzQkJf9GQxjmdj+/UhZGd6JE0EE74QJxPbtw9PTQ8+bbwJgOT6joRBvcXx7OWlw7Ye0rTzitsxJt4fQpk0gAqrEDx7EX3dYvzXRPXuI7duHWlZG10i8pQVPdTWz77m713hwwXzbTOqU8cp57zmvNIwpGhsbaWxM3YU71traLz8mF4Jz5xLeYgScYXyjsRjxlhaqP/xhO4XG46Hmso8SP3iQ6K5dVJy9AvH78yLgEhpcFh+cqmK1t+Otzr+AS2hwKQScxuNEd+46VLPyYGoNzu10EH0/sw8/nfukZMEC+3oD9MMZATfO0GgUq61tUCV8gvPmEWnYYiIpDeOaeMLZ/o8AACAASURBVGsrWBY1H/94YqzG8XlLaSnTvn8bUlqaiPob0rVy9MFpKGQXVx4ODa4ivYCzenpANeH7SyXg1LKwuroAiGzL7EdL5z4Jzp9vX88IOEMm3D/AXMt0JRM8Yh5WV5eJpDSMa6xwGEQoOfqoxFhgxgyCCxdSsmAB3opyPCUlWKEQ26++ZkhVTxICThUrEkm/zqkV6R1A6k+uuBpcqlw4V4i7KUdxJ0gkmcj27XaAChDJEigSb23Fm0KD81ZWIiUl/ZqfZntvjYAbZ+z6+38ABtflNzh3LgDhLSbQxDCOicfB60Wkd29lb2XloRqKTlqNZhBKuRBrabH9W5DQglLhdhJICKM84govq6enn6nU6ulBSkvxOFX/U2lwoXXrEs/DW3uXD4y3t/cKXom1tqQtQOGpqMDq6hqQBckIuCKlqqqKqhS/5hJdfgfhgwvMmwdAeLPxwxnGLxqLJUpGpavt6KbVaCiU8vhwQwPxtrZ+c73WRSJYHR2JoAqrM31X7bhTh9JTVZ12zWDxVlaCz0esqYmev/6VcENDIpzf6u4mOG8es++9BykrSy3g1q4FjwdPeXkvDS62f3+vOpuqSrz1YNrvJm9FBcRiAyoZaKIoi5SPfvSjKccPCbiBd/lNRFKaQBPDeCZNPlgyroCzenrwVvcWOh3PPU+8tTVrNGDMCbl3y25l0uBcYTkcGpz4fJQuWUK8vR2rrY1YczNN3/yWHdjS02NHOALemuqUJsqetevwlJUhJSWEkwrA97zzDnDIr2a1t0MsltZ94ikvt9d1duIpKclp70bAjTdcAVc9uF96wblzTaqAYVyj8XjWor/i84HPlzKSssXR+LJV/nBTBDzBIBZZTJQdw+eDA7vguq+2FmprkWCQjmeewT9jBsRilMx3BVxNPw1OVQmtX2+bbwMBoo2NbL/yk7bQXLrU3rvzHsUSNXJTa3BSWgper63JTpqU076NibJIeeqpp3jqqaf6jbuRUAMtWupiIikN+WYk28/kg2QTZSY8paX9TJRWVxc9b76VOE8mEoWHg0H72EwmSreTwDAJuGR8U6ZQetxxRJ00JDfC0ZdKwIVCaE8PnvLyQ1qt8564GpyGw2gkktD+UgWZAIgInvLyfoEmmTACrkhpamqiqamp37gr4NxW8AMlOG+uHUmZ4twGw2BQ1ZwqdYwacjBR1t91J1UXftgOzEj6MRjduxcpK7PNbVkqeyQKD7sCLpOJssMWcG64/nAiIky77fvgJGwHExpcbT8B5+7ZU16OOGZFdd6T0Nq1dt83VcLbtycJuPTxAZ6KCvv4HP9ejIAbZ1SedRae6up+EWC5EnQCTXb93d/nc1uGcUy8uZmed97J+AU+mshVgwvOnWdHXDqCTKNR4i0t1HzkI0hJSXYTpVN4ePp//n/260wmyrZ2uy5mHnqy5UJgxgwCc+bgnTQpYVL01tQQSyHgxPG/STBoJ8A7Wp3V3Y3PMTVGGhqSTJTpU5i8rh8ux78V44MbZ8Q7OwZtnoRDkZT5qNJgMIATZBCPE9q4kbJjjy30djKiqok0gWwE5x4OHDLJRfftA1UmXHM1Hc8+m91EeaAFvF78U6fa5+nMpMF19PK/DbRr92DwTZjQy1/mramx63Em+Sitri5KjjyS2XffBcDWiy4itr85IaB8EycSa2oitHkznhLbhJmpCIVbMSWTubbX+oHfVv4QkfNFZKOINIjIzSnmgyLygDP/uojMTpq7xRnfKCLnJY3/RkT2icjakbmLsYXV0ZnoFTUYfLW1aZ3nBsNgcBvphtatL/BOsuP61HLR4AJO3qjV00N46zZiTU14a2oIzJ5tB6FYVsYmwvGWFrw1NYe+1DMGmbSPiHkyE96aGrsepVNk2o2yLE1OiD98LlYoRLyz07YklZYiJSVEGhqIt7TY5tsMEZLi86VM+E5HwQSciHiBnwEXAIuAK0VkUZ9l1wGtqjoP+BFwm3PsIuAK4CjgfODnzvkA7nDGxjUTJ05k4sSJ/catjo4hfxA8weCQE1gNBhfXTBXasKHAO8mOm2828frrsq71TZ5sR/11d/P+P/8ziOCvrwcOtYNJFVbvYic9T7DrXZaV9dJa+gbmxNvaE50ECoUbHOJ2FNCeHrAsSo4+OrEmcPgcNBTC6uykdMkSO3CktJTOl16m7Ykn8NVkT18aSMJ3ITW4E4EGVd2qqhHgfuCSPmsuAX7rPH8IWCG28+gS4H5VDavqNqDBOR+quhJoGYkbGM1cdNFFXHTRRf3G451D0+AAJBAwAs6QF1SV6O7dwMgJuKFEbbpCxq3PmAn3yzve3Exo7VoCs2cneqXhNPTMJOCS6zJ6ysuyBJl0DEsngYHgdYRT/OChJHCAkoWHOpcED7fNthoKUbpkCWCH/2sohEYiGc2TblK9m/Ad3bkz654KKeCmA7uSXjc6YynXqGoMaAMm5nisIQVWezveysH74OCQgDOpAoahEm9uRkMhvNXVhDdvzlhvcTSQyDfL8TPkRg5WX3ppL3/V1G99E8gi4A4cSCQ9e8sr0gq4Hdd8isiWLcOWA5dMusotkCzgbA3OCoVAhICjtQIE5hyeeF669BiAhEnS6urKqUauG1UazaEm7riNohSRz4rImyLy5v79+wu9nbzz+OOP8/jjj/cbj3d25vTrMxMTPnOt7T/IQ0NHw/gmssvOpapYvhxiMcKbNw/r9dSyCG/Zkig1NVDiCQ2uv4BL9eXvq63FU1lJ3de+2mvcNee57XCgv2YZa23FN8F2M3jKy4l3pfc7aTw+IjlwmUhlopRgsFfFluCc2YnnpYsXU3/XnUz/rx/ZA5aVUxsvyUH7dSmkgNsNzEx6PcMZS7lGRHxANXAgx2Mzoqq/UtXjVfX4yZMnD3Dro58DBw5w4MCBXmOqape5GaIG558yBYCoyYUzDJHoblvAVZ5zDgDhYTZTdr3yKvGWFmJ79w7qeKsjdxMl2FpNycKF/SKXXVNcui9pjURsa4uj0XjKy9NqcG5k50hocJnoZ6IMhRLJ3S6e8nLE70eCwcT64OzZiYLSubTxcv2XblpBJgop4FYBR4jIHBEJYAeNPNZnzWPAp53nlwPPq20Xewy4womynAMcAbwxQvses1hd3WBZQw4ySQg40zbHMETcahjlJ5+Ep7yc0PrhjaRsvf9+wDY1DkaLszoHZqJMh7eqCkTSCrjtjibnmjXtwIo0vdDc6kTDUIdyIHjKy8DvJ37wIFYkgoZCdnmtPvjq6vA53yFguzxcs2O6Kia9cCJYXU0x455y3HvecXxqnweeBjYAD6rqOhH5johc7Cy7HZgoIg3AjcDNzrHrgAeB9cBTwA2qGgcQkfuA14AFItIoItnDncYJ7odzqEEm7h9nrGlwv4INBpdIYyPeyZPwlJYSPHIhofXDp8FF33+fzhdeoPzUUwHo/POLAz5HJhPlQBCvF291NbHWNFqIWzM2yUSZLvfLzacbjk4CLpl8by4iYhdcPniQyLbt9p5ShPz7p07Ff9hhvcZcTS9TknfiOh4PeL2HeuVloKCJ3qr6JPBkn7FvJD0PAR9Lc+ytwK0pxq/M8zaLhkMO8iEKOCf8OdpkNDjD0Ig27iYww/Y2lCxaxMHfPZRTMePB0Pq734EqU779LXZcdTWdzz9HzUcuHdA5EiZKp6LGUPBOmJBWC1Gn+okvYaLMEEU5SjQ4AJ9TrividBzpa6JMh5SWQmvqbt4p1/t8CVNoJsZtkEmxM2XKFKYkmQEA4gP0H6RDvF58hx1mNDjDkIk2NtpV6YGSIxehPT12B+g8s/2qqznw69upWLaMwIwZVK5YTufLrySqjOSK1dlh+5HyIIC9tbXpfXAJDc4pg1WRPooyUUC9wD44cMp1tbYS3mL3fZMc29q4DVN9h9XltF78/l4BOmnPm9PZDGOO888/n/PP753vbiUKsg7NvALgr6szQSaGIaGxGNGmJvwz7AyfkkVHAtD4j/+U92vFDx6EaJTaK68AoGLFCrSnh65XXxvYeTo7h2yedPHW1qQ1s7ka3KE8uHK76r4zbnV3E33/fbtQdcJEOToEXGjtOlrvvdeOoPTkJmK8NTUE58+n5Ki+tT5SIz7fqI+iNIwwCQ0uDyV9fFOnmI4ChiERbWqCeJyAo8EFDz8cRBIJwvkk1tyMBAKUn3YaAOUnnICnooI93/jGgJK+7VJ3+RFwvtoJxNKY2bRP30ZPnyLDseZmort30/3GqiQT5egQcBqLpYygzISI4B1IEXifLycfnBFwRcrDDz/Mww8/3GssEWQyRBMlgL9uCtGmJpPsbRg0bgSlf7ot4MTvx1NamjKYYijVRzQet0vUVVcnTIsSCFCxbBnxgwcH9DdsdXbgzcPnB1wTZZrrx2Lg8yU0IE9573qU6tSwbLnjjkMa3AhXMkkVeOKtrYVYzI6gzNE8ORjE5yOWw/+dEXBFSnt7O+19ErHjA6zCkAn/1CloKNSv/5PBkCuRXXYxItcHB7ZJzurspOv13lk/almDvk540yawrH6Wi8qzV0AslnNleoB4Z1ceTZS1aa+v0Wiv1jeuBhd3Ogq4FV86X3ghqefa4Ho85hM3tw3VAWlwA0X8frsNUZa+cEbAjSOsjk77V2Ee/vB8dU6qwCATZg2GaONuux3MlEOBBb66OiQQYN8PfpAQau1PP0PP6tWJH2gDpfut1QDM+p9f9RovP/2MjLloqbA6OvJnonQiJJNNbVZPD41f/BLxgwd7hdj3NVFqOIy3thYJBOz9+3yD7vGYT7xJxZLz8T2TDreaSbaWQxnTBETkImCNqu5wXn8DuAzYAXzBKXRsGCNYTi+4fHwQ/FMPJXsnF1M1GHIl2tiIf+rUxJcVwOx77ubgo4+y5+Zb2HrhRUgwSGTrVlBNpLkMlJ7Vq/FNmYJv2rRe496KcrzV1cRbWlDLyikgIj4EE2VKcx5ONZP6emItLUS2bCGydSu+qVMTBRUAPBWugOu0hVw8jqe8nIoVy2l76PfDklYxGJIFXKa2N0MlVwGX7X/0VmA/gIhcCFwN/A12JZFfDnWThpEl3t6RlwATSEr2NhqcYZBEGxvxz5zRb7z64osJLlxItLGR8ObN+CZPRgKBQXX8VlW633qLsmOPTfnDru6Wm9FolNC77+Z0PivfJkpgz9ftQJd4Swvi9zP32T8RmDGjl+BP1uDcCkISCDDx03ahp1Ej4GptASeBwPDuyX1vhijgVFXdkKaPArer6luq+mug+Ao4FhEzZsxgxozeXx55Na9MmmQne+8xkZSGwdGzbh3hzQ39xsXj4bCbvmK3ZFJl5n//kspzz02UcxoIsfffJ7Z3L6XHpe4UXnHWWeD30/7MM1nPpdEo2tOTt8+Q1yksnAj97+rCU1nZq+tAYm2ygHv/fcAWIsEjjsA7cWLehO5QcTW4TObJXKqiZMP1T7rvXTqyVTIREakAuoEVwM+T5oZP/zQMmbPPPrvfWLyzM28RYIeSvY2AMwwcq6cHYjE8aYRWxamn4p81C095OcG5cyk5+ijan3iC6L59/co8ZaJ7te1/KzvuuJTz3qoqyk8+iY6nn+Gwr3wlo/neLdM1kM9Qpi9yn6PtaCxmt5+KRNJWSEl09e7sJBq1tRZX4Ls91kYDroDzlJQMSIgNVODly0T5X8DbwJvABlV9E0BEPgCYOk1jDFuDy185H/+UKSbZ29CLXMP53SanmbQyf11dogp/6eLFAITWrhvQfrrfegtPRQXBI45Iu6bqvPOINjZmLfSciFbMk7YkZWV2b8VYjHgiEjKNgHOjKF0NTqRXlOVowVtTg2/q1ESX9mHD40m8dxmXZZpU1d8Ay4DrgA8lTe0Brh3iFg3DyAMPPMADDzzQayzuBJnkC//UKaYepSGBFQoR2bkzq9kISJRyyjUQoeTII8HjIbR27YD21PPWakqXLs3oD6pYvhyAxs//Y8ZzuUEu+TJRigje2lo7MbqzE0TSCjjx+ZBgMGGiFL9/VERN9kVECMyYkSi9NZzXcd+7TGQttqyqu0nqtSYic4FPYre3OWqI+zQMEz09Pf3GrI7OvJbz8dVNIfbc86jqqPywGUaW7lVv2kFHOSROu41Ns/lqXDxlZQTnzqVnXe4CbvuVnyS8eTNVH7og4zpfbS2eqirira0Z/5bjeSpWnox3wgRie/ZghcN4SkszRnJ6KiqwOu0gk9JjjhmyH2us450wIeGPTEdOeXAiMk1EviQiq4B1znFXDH2LhpFCLQurszMvSd4u/qlT0HDYJHsbAAg32AEjsebmrM0ow5s3E6ivZ/Y9d+d8/pKjjyb07tqcK4+4CdSlx6b2vyXjra1FQyE7JSGJZJOr1emaEfP3GfLV1qDRqB1gksW64jY9jb7/Pv4+KQ/jCTdIxVdbM7QoShH5rIi8APwZmIhtqtyjqt9W1dziag2jAqury64ukKcgEziU7L3r+r/N2zkNY5dww2bweMCyaL3n3sxrN28mOD+9XywVJYuPtrtx59hoN97eDiKULlmcda0bHNHx/PNp1+Sr2Wnv69batTctq5d5MlWkoae8nHhbG7G9e/FNm5q3PYxVvLUThhxk8lNnzSdV9WuqugYwxQfHIPn2H8ChZG+3bJBhfBNuaKDshBOoWL6c1rvvTls02QqHiezYkTHwIxWlRx8NQM+72c2UqmpXA6mqyqlklCcQwFNWRufzL6RdE+/IT8PgZLwTJiRMutk0uGhjI92vvw6WNa41OJdcfHDZBNxU4D7gP0Vko4h8Fxh9oTuGfsyZM4c5c+YkXrudBPLpP/BPtX9FuoVfDeMXVSXSsIXgvHlMvP564m1tbL30IynXRrZtg3h8wAIuuHAh+P05BZpEGhrsclZJlTUyUX/XnUz4m7+h5+23iR04kHJNwkSZx0AtNzEarzd7np/HY+cGAv6pRsB5J9QOrRalqh5Q1V+q6jLsPLiDwF4R2SAi/56/rRryzbJly1i2bFnidT47Cbh4J02yP3QDbBppKD5ie/ZgdXURPGIeZcd+AE9FBbGmpkQzzmTcAJOBCjhPIID4/bT2iQ5ORcdztqmx/s7cAzEql58FqnT++cXEmMbjCZ+f1dlhdzwYRMJ5OtxqJp4cSuglR4IaDc4ODspGzsWWVbVRVf9TVY8HLgH6h+kZRi2JCLA8trUXEaSkBMtocOOOvvluCaE1bx5gF03WSITuVW/2Oza8aTP4/QTq6wd8Xa8TaJGtu0DH889Tsngx/rrck8KDRx6Jb8oUOl6whWN42zZ63nkn4fOL5zmPFEhULUmXHpBMbwFnfHBuJZhMZCu2/GXgR6ra96/pADB70DszDDt3321Hp1199dWA00mA/GpwAJVnnknPmjV5Padh5HCF1EBDzuPt7b38H24EpSvgvNXV4PHQ8czTlJ/0wV7HhjdvJjhnzqASlT0VFbB/P6F16xLJ332J7t1HaM0aJn/xCwM6t4hQufwsWu9/gO1XfjJR1Dje1gZAxzN/GlQ9zEy4Zn5vZWX2/wMnhcA7YcKwFjIeKiOVvuDNgwa3AFgtIqe6AyLyOeAtwERRjmJisRixpC+geIfdGy6fEWAAgdmzie7ebQJNxhnR3buJbN+e+H8Pb27AO3nSoVqEXi/e6mran/lTPzNlePPmhCAcKIlox2efS7um8wU7UMRN4B4IFWctB8si9N57hDdvtnPPurqwQiH7PvJcQLhkyRJKFi3KSTN0NThjnrRx2w1lIpsP7rPA54CfishdTh7cacDJqvpfedmlYURIaHB5NrEE5swBVaI7d+b1vIaRId7WRmjTpkTwQi6oZdkRkvE4XS+/AtgaXEmST63+rjuZ8vWvEW9upsepBwlOseDduwecIuAy+757KTvpJDqeezbtmn0/+hESDA7YxwdQ9sETbb9yTw+TbrjB1rBU6XlnDcTjea+QL071kpwKJRgB14t8aHAAa4E3gDOAKcAvVdXUZxpjWJ0d4PcPqiJ7JgKzZwMQ2b49r+c1DD+x1lbCW7ditbXR/fbbOR8X3b0b3GakT/0RtSzCW7YQ6KOVVSxbhgSDtD/1dGIsvGULMPAAk2Qqly8n0rCF8Lb+7SjjnV1Y7e14a2oGVV3HEwjgmzwZ74QJTPrcPyQiJrtXrUKHQcANhIQGN9X434CcImSzJXpfg11seSswF7gU+A8RuVNEcvfeGgpOvCN/zU6TCcy2AwWMgBt77P3uvyXCrLteey3n40LvvQfYQqrz+ReIbN+O9vT0Mzt6ysupOON0Op55JhEUMtgIymQqV9imx84USdkHfvUrULXzywZJYNYsgnPnIh6PXQOyrIzuVavs96qQfdccH5x/em8NLh/tZ8Yi4vNl/f/IpsFdDpypqrepakxV3wJOBl4F/pKfbRqGg/nz5zN//vzEa6ujM+/mSbCd495Jk1L+mjaMXrZ8+ELan3ySyf/0j5QuXUr3q7kLuPDGTSDCpBtuwOrspOW39pdrcF5/oVV53vnE9u9n20cvA2D/j38CHg/+Gf0bneaKf/p0gouOTKQCuPS8u5YDt9+Od9KkvBUVr7/rTmouv4yet99GY7HRocEZE2WCbIFK2QTcSuByEbnRfQBfAsqAXwx5cyLnOwnkDSJyc4r5oIg84My/LiKzk+ZuccY3ish5uZ5zvHDKKadwyimnJF7HOzvymuSdTGB2PZHtO4bl3Ib8E29vJ7JjB56yMiZefz3lp5xMz7vvJlJJshHeuJHArFlULj8LT1UVBx9+GIDgvLn91laceSaIENu3j/DWbVg9PXhKSjIWFc6FyhUr6Fm9mu1XXAnA9quuZsenPoVv4kQCM2cO6dx9NaKyE06wixlYVkE1OE9FBd4JEyg7/viC7WG0kdz1PBXZ/soqgErgeOAfgOnO4++BY4a0MREv8DPgAmARcKWILOqz7DqgVVXnAT8CbnOOXcShbgbnAz8XEW+O5xyXWO35z+FxCc6ZY0yUDrn2QyvktTtffBFiMfyzZiF+P+UnnwyWRfcbb+R0ndDGjQQXLkQCASpXrIBoFPH78aboVOGtKMc7cSLxlha2fuhDWO3tGTsI5ErlihUAxFtbiezaRXTXLrSnhynf+Taz77s3rya7ZIFSUA3O5yM4d27O1VnGA0MScE5R5W8DM4BjVfXLqvpl4Dhg1hD3diLQoKpbVTUC3I+dQJ7MJcBvnecPASvEdiJdAtyvqmFV3QY0OOfL5ZzjgjvuuIM77rgj8drq7Mh7ioBLYPZs4gcO2MVtxzkai2WtpD8s13VqL2ZLgAbofHEl+HyJAIrSY45BSkvpysFMaXV1Ed25k+AC2/xddb5tPMkktAKzZ1Ny1FFMvfVWfHV1+KdMyeWWMhJcsAAJBIjs2MGWc84ltm8f3kmTqDzzzCGfuy++2tqEz7CQAs6QgiFqcC51QHIcccQZGwrTgV1JrxudsZRrVDUGtGF3NUh3bC7nBBKdEt4UkTf3798/hNsYG8Q7OvOe5O2SiKTcMb7NlBqNEm5oILJlC+Gt+fVJZtPOQmvXEt68mXhra+Y9xuN0vfQS1RdeyOy77wJAAgHKTjg+p0CT0KZNAJQsXAhA+ckn2+WrMvi8RARPWRk1l32UwKxZeWmGKSL46+vx1dUx5TvfJrhwYeLvcDgoO+EE+4kRcKMKCQQyzucq4O4E3hCRb4nIt4DXgTuGtLMCo6q/UtXjVfX4yZMnF3o7w05s3z66Xn11WM6dEHDjONBkxzWfouHscxJdG3rWvJPX86tlZayi4RYgtlI0uk2m5501xNvaqFh2Rq/x8pNOJrJ1K9G9ezMeH95oC7jg/AWA/QVTsnhxxsCHZJ9WPiP+fDU1BGbNovbjH8dbWTmsTXfLTrQFXDaTmGFkCUxPqb8kyEnAqeqtwGeAVufxGVX93hD3thtI9gbPIKlzeN81IuIDqrHLhKU7Npdzjjs0Hh9WB3lg5kzweMa1Hy524IDdp+uww8DjIZTn8mWxpiZC69cTaWxMOR9avwEga+HrzpUvgtdL+amn9hovP+VkAHZe+5mMx4c3bcRTUdErVF283oJ3dB/uUPnK5cvxz5w5bH5sw/CQ888RVV0NrM66MHdWAUeIyBxsIXQF8Mk+ax4DPg28hp2y8Lyqqog8BtwrIj8EpgFHYCejSw7nHHe4v/yHy38ggQD+GTPGrIAbbD1Gl1hzM5Ht2/FUVjLvuWfZef3f0rOmdyW7oVxDVRMtXLpeeonAlVf2WxNavx7AFrAZ6HxxJWUf+EC/gJDg/Png82X1o4be22j7v5IEWqFysEbyuhII5MV3aBhZhharOwQcn9rngaeBDcCDqrpORL4jIhc7y24HJopIA3AjcLNz7DrgQWA98BRwg6rG051zJO9rtHDUUUdx1FFHARBrtr8ch9O8Em9royOpzchYQqNRrCG0/Ol+a7XdhHLGDMTvp3TJYkIbN/bqshDdu3fQwSehtesSmlmnUxorGY1GCW+yc9MiO3akDTSJ7t1LeMMGyvuYJwHE48FbXU28tZVYc3PK41WV8MaNlCyYn3LeMDjGa6L2SFBQg7KqPgk82WfsG0nPQ8DH0hx7K3BrLuccj5zgOsWB2N4mILtDdih4SkqIdXSgqgU3Vw2UyM6dQ6oS37PmHXACKcAuoEs0Smj9eso+8AGi+/YlanXu+frXCW/dhng8OX+ptT3+GOL3U3nO2XS+uBKNRHr9X4a3bkWjUcpOOIHuVauINTWl9Int/PS1gF1CKxX+adOIt7Sw/2c/Y+o3v5kYd7VPKxy2e745/jeDYbRTMA3OMLxEo1Gi0aj9vMkOHBhOASclJWBZxJqahu0aw4XV1YU6X96DIfTOGkqWLGb2PXaLotIldopo6F3bTNnx9DOA3SD24O8eIrR+Per832RDYzHan/wjFWeeSeUFF2B1dfWrG+n636o+/CGAtFVl4gcPIoFA2jJZnpISfJMnc/DB3/WLAtVYjLijgZYsNALOMDYwAq5Iueeee7jnnnsAiDXZ2Z4DDwAAIABJREFUtbHrnbDw4cDrNGzsfvOtYbvGcOAKN4Dwtu0DPl5jMXrWrUsINQB/3WH46ursCvRA+x//iJSWEpwzh5n//Uu0p4dYjqkpXa/9hXhzM1UXX0T5SSeB15uo4O8S2rAeKS21q4YAkRT3YYXDxNvb8VZXp9Ww6++6kzkP/x5PMMiOq65i+9XX0PZ//0fPunX0/PWvRBsbweu1/XWGEceYMgeOEXDjgGjTXry1tXjy3EkgGSkrs798B1C0dzTg5nUBRLZtHfDx4YYGtKeH0iVLeo2XLllCz7vvEt2zh57Vq5n0d5+l/q477Qr7ZWWJJprZeP/mm8HrpWLZMryVlZR+YCldL7/c+x7Wr6dk/nx8dXV4yspSBvt0vfIqWFbWFiO+SZOYcP11xFtbCa1Zw/v/cjOo4p82jeCCBZQec0xe8tgMhpHACLhxQKypCd8wR4CJCN6qKrpeew1VHdZr5ZPwxo2Hnm8duIBztbTSY3oLuJIli4nu3Enr/Q8AUHX++Yk5b3U1Vmcn8YMHM57b6u4m3tpqd3B2zMsVp51GaP36RFSlWhbhDe9RctQiRITAnDkp8xE7/vQn8HpzCnOfeO21dlslr5fpP/kxJUcdhX/6dLxVVaaSh2FMYQTcOCDa1DTsIc71d93J5C98gdiePSlNZMNJtiofmeZDG97DU1VFoL6eyJZBCLg17+CtrcXfp8Cva7Js+e1vCS46sleVjRk/+iEAna/0j4hMpuv118Gy8CVpXeWnnpa4J4Dorl124MeRRwKkFHAajdLx/PNUX/jhhJ8wE56yMkoWL6b06KOpOuccZt99V8I8ZkxkhrGEEXDjAFuDG2pltey4ycJdrw1PxZThIPzee5QsWEBg7txBmShDa+wAk75+rRInRUNDIaouuKD33OLFeGtr7aLHGeh69TXweHppXSVHLbLz1RztL7TBDjApOdKuKR6YPZvonj290h66V63Camuj8txzc76vsRYJazCkwgi4ImXp0qUsXboUq6eHeFsb/rrhT1L1z5yJf/r0EfXDxTs7CW3aRCxDDcbw1q0pgzrUsght3kxw4UKCcw8nsn0HGosl5rNphvHOTsINWyhdvKTfnLeiPFGAONk8CXbCffnpp9G18iW7ykwaul59FU9FRa/WMuLx4K2tJd7SQvOv/oe9t/0HiBCcb0dGBubMBlUiO3Ymjml/5hmktLRf9ZJMGG3NUAyYwmpFytKlS4FDIeP+qcMv4ESE8lNOof2pp+zmkCNQt6/rpZew2tqItLez9aKL8dbU9Ppijh04QPzAgV6CyyW6cyfa3W2HvYsHjUaJNjYSmD07UT0kU2uS0Nq1oNrP/+bimzABq7s7ZX+yimXLaH/scULvvkup83/Va29NTUS2bOGwf/5nJv5N7/JZgVmziMTj7P/hD8HjQUpKEj664Jw5gF0XtGTBfDQep+PZ56g44ww8JSVp78WQHSPwxx5GgytSuru76e7uJuYUz/WNgAYHtpnS6uhg28c+PiLX63xxJXi9SGkp4YaGfqWm3B5nmlRVxCX03nsABBfYGhyQyP/qfmMVkTSan8uer34NgNLFi1PO+6dNIzhvXsq5CkebavzSjUB/bdFtXVN+6in9jhWPh8DhhzPpc58Dy8LjpGgABOrrARKRlNsuu5x4czOV556T9j4MhmLFaHBFyoMPPgjApY4G4h8BHxxA2UknAWCNQG84tSw6X36ZqvPOo+7rX6Nh+QrCmzcT278fn9Mhouu1v9iLLQu1rF7mvtB779l5XUfMSwjAyNYtsPwsO+oQEt0BUmF1dSHB4KAaUHpravBUVBBva0tppux69VW8EyemzDlL1iQ6XnihV/qHp7wcX10dkW3bbC10/34QSVu9xGAoZoyAK3LcyiLDnSbg4quttfO8RkDAhdZvIN7cTMWyM+ymlHPnElq7lrY//IGJ114LQNfrfwERNBIhtn8//rpDgj783kaCh8+xBUQwiHfyJMJbt6GWlRBw8Y6OlOZWVSXe2Ym3ujrt/rKZtLw1NUQbG9l47HHg9eKrrbVTLFTpeu01u9dalmAPb4o+bFZ3Nx3PPovnu+XEDxzAV1eXcp3BUOwYE2WRE21qsrWFEfS/eCsq7Aohw5wP1/XSSgDKT7ND5z2lpUhZGe2PPwFA9P33ie7YmZiP7trV6/jQ/2vvzqPjrq4Ej39v7VpseZHlTdZi2dgGmSbYYJMEQscQ3MZhSRMSIEAIhMnJnMz0OZMJmWbo9El6utM902fodCZkaA8N9ECSJmHtnISAe8B0gjnGwXjDq2xrsSTvi7ZaVHf++P2qXJJKu1Q/uXQ/5+io6tX7Vb16x/b1e7/37tuzh/CSpenn4YU1xOrq6Nqxg0Rrq5OUuLs7vVIxU+zAAUgk8I/i+JRAWRmh6mqm33034vMRb2ri1NPPEN23j+6TJyn6eN/pyd6yLQbxRSIk29s5/fzzBObM6bOFwZjJwgJcnku0tOZs9JYiBQVOXspBDs8crbZN7xCprSUwcybg7sX7D9+ga9cuonV1tG9+D4Bpd9wB0OMstcN33U2ipYXIsgsBLrSwmmhdHed+8xsIBJj9yLcBaN+8uc9np6Y+fb2OnRkO8fsJlJYy+5FvEV66FP/06Rz7m7/hiJsUOdv9t6FI3ZMr++Z/YvFb/y99crcxk40FuDyXi03evaVGi6M54XvQJfpnztD54YcUX9fz6Jep69aBz8fZ116j473N+GfMoPj6T4EI8YYLAS7Z0QHQZwSXPHeOsy+9TNHq1YQXVhNevIgON1Bman/3XYKVFVT/889G/B0zR1+pLCSRSy8lefYsEon0mE4dDn9pKZHly5n50EMjbpsx+cACXJ5auXIlK1euzNkm70wLnvzfQP9Z7cfC4bvvgWSS4uuu7VEeLCujaPUqzr32L7Rvfo+i1avwhcMEZs8m3nhhijIV4DIz44cWOkvsu0+dYsqNzqrDwlWr6di6FY3F0vU0kaBjyxaKVl8zZt+n8p+eper55yj/0f9CQqFBc0YORERsS4AxWIDLW7W1tVy6aBHdZ84QnDM3p58dKCtzkv72k7JrsNFZMholun8/saYmDn/xrqx1u8+ehUCASJYl+lM/ewvxxkYSra3pVZ2h8nJijU0XPqO9HQmFCJSWpsvCCxemH09Z82kAilavQru66Ny+Pf1a186dJNvaKLpmdb/fYaSCs2cTufxyQuXlI34P26RtjMMCXJ46e/Ysp/fvB8j5CE5ECFVVERtB8mKA6L79dJ85Q+LoUTo//JBYQ0OfBSvJ8+fxT5mSNfnvlBtvAHf1YZEb4IILFvRYZJJsb++TFT8wZ046NVYq8BVedRWIpO/ngTM9iQiFq1aN6PsNxtJkGTM2LMDlqZdeeom3X3wRIOf34CB70t+UZDRKrL6+30M/403OvbLQwoX4p00j0dJCNONYm2Q0isZi+NxUWL35i4vxz5jh3MdyVxAGy+eTOHaMZFeXs/csGmXGAz0zhKQCczBj9OQvKcFXUMCpZ55Jl7W/u5nwsqU9kiCPJRuBGTM2LMDlsZC7SdmrANc76W9K/OhREq2tWZffA87BmkDVz35KcK4zvRo7cqTP6zLAfaZQVRWRZcvSo6FUuqx4UxNdu3YBEKm9rM91gZkz++wZ802dSrKtjeiBAyQ7O+n84AOKrhm7+2/GmPFhG73zWOicE+ACI1yNN6rPrq5yk/4eIbLkwkKOxOnTdLtnmUUPHOxzUCg4y/l9JSXOFKQbxOL1F5IHx9zH8/7yv/X7+eLzQUbWkmC5G+AaG+na64wGC2pr+1yXbeQUKC0lceIEhz5/J/7iYjQeH9MFJsaY8WEBLo8l33vPOeSyn6m88ZRasOEk/b0Q4M688HNw76dFDx7Iem28sYnQ/PkAVD3/HPs+8cke2fFT99KCFRX9fn7vQBVa4Ew7xhoa6dqxg2BFxYBZSDL5CgqIXHYZvnDYyW0pQuGKK4d0rTHGOxbg8lgkmUTcLPO5lk76m3EfThMJTv/kJxRes5ruU6eJHTiY9dp4Y2OPHIyhior0qA0gVt+Ar6hoWEvp/aWlSCRCvKGBzl07KbziY0O+NhUstbubgzetBdU+C1SMMROP3YPLU9dccw0zfD7PApyvsJDA3Lk99sLV3XobieZmZnzpS4Rraoge7BvgNJkk3tTUY6FHqKKixz24WEM9wYqKYa02FBGC5fPp3L6dxNFmIlmmJwd9D7+f4Ny5BOfNG/a1xpjcswCXpy5ZuJBgLObpht9wdVWPvXCJY8eQUIji668ntKiGeFNTesN1us7x42g8TrB8frosWFlBoqUlvWAlXt+Q9Yy1wYTKF9D5wQdA9gUmQ2ErHI25eHgS4ERkhoi8ISL73d9Z55pE5H63zn4RuT+jfIWI7BCRAyLyA3H/Ky8inxeRXSKSFJGVufo+E1Hr1q3OVFrGWWG5FqqqJlZXh6rSsWULyfPnCcyejfj9hGsWgWqfbCepFZKhHiM4Z7oz3tCAdnc7h5JWDD/ApZMOixC5dGQBzhhz8fBqBPdtYKOqLgY2us97EJEZwHeAVcDVwHcyAuETwFeBxe7PWrd8J/A5YNO4tj7DYFk5xvq6oXr/hRcAPL1XFKquJtneTqKlhZbv/YWTOcQ9py28qAaAWK9pylSA6zFFWeksJonV15NobXVHeCMZwTmjQgmH8Rd7F/iNMbnhVYC7FUjtnH0GuC1LnZuAN1T1lKqeBt4A1orIXGCqqm5WJ73Fs6nrVfUjVd07/s2f+IpaWukOBqn62U89a0Oo2snteOhzf0x03z7nvpmbeSRUUQGBANFeC01SGf+D8y9MUYbc1ZKxI/XE6hvcspGP4Lwc1RpjcserVZSzVbXZfdwCZNuoNR/IPMCr0S2b7z7uXT4sIvIw8DBAxQDLzQejqpDlRObBJE6dcvIpjpPC1lY6ysqyprLKlXB1FQDdp09T9IlPsGDDP6QXhkgwSKiqss9Ck3hjE4FZs3qcUu0vKcE/bRqxI0fwTXE2YQ+0RaA/qUBpAc6YyWHcRnAi8qaI7Mzyc2tmPXcUNr4nY2ahqk+q6kpVXTnLnTYbieT583R+8AGd27YN67rEiRN0nzhBsr19WNcNZWpTk0mKjh2j3YMN3pkCc+c6m61FmP3oo31WPYZrFjkHh2aINzb2mJ5MCVZWEKs/Qry+AQKBEWVnCdXUEKqp6ZFg2RiTv8YtwKnqDapam+XnFaDVnWrE/X0sy1s0AZnzUOVuWZP7uHe5J5KdnQCceOLHQ75GVUm2tQEQHWFC4oHEjhzBH4vRnuMky72Jz0egtJRgeTlh9yiaTOGahcQaGkhGo+myWFP2ABeqqCR+pJ5YQwPB+fOQwPAnH0SEwIwZno5qjTG549U9uFeB1KrI+4FXstR5HfiMiEx3F5d8Bnjdndo8JyKr3dWT9/VzfU6kEga3vf12v7kVe4s3NKSnNaP7s2fz6E+sqYnE8eMD1unavRuApevWDeu9x0OosrLf0VaopgaSSWKHDwNOXyZaWntsEUjXragg3txM7OBBQgtGPqVsy/yNmTy8CnDfB24Ukf3ADe5zRGSliGwAUNVTwPeALe7Pd90ygK8DG4ADwEHgV+71t4tII3AN8EsReX28v4jGYhAI4Csupv4rDw5pZWTn9h3px9EDQw9w3W3tJJqbiR/LNuC9oGv3biQYpOZTnxrye3shvGgRcGElZby5GZLJrGehhSornG0F+/ePaIGJMWby8WSRiaqeBNZkKX8feCjj+VPAU/3U65OKQlVfAl4a08YOInzJYpIdHRStWs3JJ59MT1kOpHP7h0gkQmhBOdED+4f8WR3vbQZVtLOTZDTaYyFGpq7du/FVV9N68iRzPDhJINNAo6VQVRUArf/jb5m6bt2FLQLzs01RXhi1BUcxgjPGTB6WyWSUEq3HCJbNZsaX7wefj3hLy6DXdG3fQeSyywgvWTqsEVzbO+84D1SJ7s2+G0JVie7+iOaCAn79618P+b294AuHkXAYdf9TEMuyBy4l6Oa2hJFtETDGTD4W4EYp0dpKYPZsAjNmEJg5k+6TJ3ssmuhN43G6du+mYPlywosWkTjaTHfb4CspVZX2Te8QufRSADp37Mha7/AXvkj32bOeLzAZKl9BAcm2NhKnThFvbAK/n2CWtvunTQN3cchINnkbYyYfC3Cj0N3WTrK9ncDsMgB8JSWgStfOnf1e07VvHxqLUXD5csKLU/egBh/FxerqiB89yrQ778Q/YwZdO3elX8vcOpDK7ej1FoGhCpSVoYkEh++6i9PPP48EAllXSIpIeko2dfSNMcYMxALcKCSOtQIQdINJ6iTojq2/7/eaLnfkFbn88vQii6FMU7ZtcqYni6+7lsjyWrp29h3BJU6epPvECacNo9jbl0v+khLCS5eSPHeeZFsb0s99RQApKEBCITuqxhgzJHYe3CgkWp0AFyhzApwEg0gkQufWrTipMvvq3L4D//TpTiqqZBIJh4e0VaD9nU2EFtUQnDePgstqOfHOv5Fsb8dXVJQ+YubADTeinZ0E5sxBg8Ex+57jKbUIJXbkCHW3fw7/1Kn91g0tWIAmErlqmjHmImcBbhTiqQDnTlFW/tOzND/2Z5x7/XU0mUR8PQfIR+69j86dOym8+ionq4ffT6hm4aAjuMN330PnBx8w435n62BkeS0kk3R99BGFK1eSaGkh0dJCya23EK07hC8SYc2aPotUJ7RQZSUFlw2c4V+CQeQiCdzGGO/ZFOUoJFqd/WjBjPtdBSuuJHnuXNZRmXZ3o52dFCy/PF0WXrRo0ACXPH8eVCm+7lrnM9zDOjt37iTZ1UW8tRVfSQnz/vqv0+e/LViwgAUjODNtIrNN2saY4bAR3CgkWlvxTZnS455Q4YoVAHT+fiuRJZf0qJ/KO1lw+fJ0WXjRYs69+hrd58/jnzIl6+d0nzsHPh8FK50j7gKzZhGYM4euHTs5G3kZEol0tpBUAGhocPJUX0xBzoKXMWYs2QhuFOLHWtPTkynB8nICs2ZlXWiSCnCRjKm41EKTI/fd36d++rquLiQSwRcKpcsKltdy/s03af2r7xNZvpzql3vub9+4cSMbN24c/pcyxpiLxGD/KbYANwqpTd6ZRISClSvo2Lq1T/1kR4dz6OfMmemy1FYBHSADimbJWhK5rBaNRtFolJkPfqVPpn5jjJnsLMANQ++jalKbvHsrvHIFieZmDt35hR7lyY6OPkvcg/Png8/Xb4ovTSbRaLTP8vnIcuc+nITDTLnxxhF9H2OMyWcW4EZIEwkSJ070maIEKFxxJUD6SByA7rY2tKuL6ffd26Ou+HxONg93g3ZviePHQZXSf/dwj/KC5cudrB/z5tnxL8YYk4UtMhmhxMmTkEz2WEGZEl6yxBmVnT+fLou6R+lkWwrvKywkcepU1q0FcXexSO/0VP6pUyn42MdsatIYY/phAW4YuvbuRdyFHulN3lkCnPj9+KdOpfvsWVQVEaFzl5NaK5VLMpOvqAiOHydeX5/OsJ8Sa3ASEGdLTzVQcFu7du3QvpQxxuQpm6LMove9NoDo/v0kz52j++RJutvaL2zyLsue89E/bRoaixHdsweArl27CZSVEciSQmv+3z0OQOeOvjks4w0N4PMRnDevz2sD7QubM2eO50flGGOMlyzADdGZF91l+Kq0/evGjE3efe/BgZv9Hjj/prNUv2v37h7bAzKFa2qQcDhrkuZYYwPBOXPSI8ehqquro66ubljXGGNMPrEAl4Wq0n3+PKrqPI/HOfvKK/inTUNCIc7+8pfOFGUggD9jyX+mqp/+hIIVKzi/cSPJ9nZidXX9BjgJBIgsW0bnriwjuPoGgiPYrL1p0yY2bdo07OuMMSZfWIDLovvsWaJ79nDyHzYA0Pb223SfOsXcv/pLpt/7Jdp/+zui+/YRmDWrz6KQTFPWrCG6Zw/nN24E1az331IitbV07f4I7e7uUR5rbCRox8MYY8ywWYDLIrXp+vjjj1N3y600/9fH8M8qpfjaaym5+WZIJGh7+22S584N+D5T1nwagObH/gyg3xEcQKT2MrSjg9ihQ+myZEcH3SdOELIDPo0xZtgswGWh0Sj4/YRraogePEj3mTNMu+02JBAgvGwZoepqgEHvi4UqKwkvXuy8XzDY7/06cPe14SRQTok1OisobQRnjDHDZwEui/DSpUSWLKH873+QLiu5/XOAszR/6rp1zuMhHN1SfINzbM1gh3SGqqrwFRb2OKk73pjaImAjOGOMGS4LcFnEGxsJlpcTqqoivHgxwYoKwgur069PvflmgAFPn06ZsuYGwN3rNgDx+4lcemn6xG/I2OQ9ggC3fv161q9fP+zrjDEmX1iA6yV1Onaw3JkW9E+Z0idbSXhhNeGlS7PuaestctmlBCsrh1a3tpbO7ds5fM+XAGeTt6+4OL3lYDhKS0spLS0d9nXGGJMvLJNJL4njx9FYLGvmkEz9nd3Wm4gQLOv/3lumSG0tqKJdXYAzggsuWDCidFx79+4FYMmSJcO+1hhj8oEnIzgRmSEib4jIfvf39H7q3e/W2S8i92eUrxCRHSJyQER+IG4EEJH/LiJ7RGS7iLwkIsMe+qTue6VGcLk8Rbqg1lll2X3mDACxhgZC5SNbYPLuu+/y7rvvjlnbjDHmYuPVFOW3gY2quhjY6D7vQURmAN8BVgFXA9/JCIRPAF8FFrs/qcSLbwC1qno5sA/4L8NtWDrAzR84sAwn8A21brCyEv+0acSPHqXu1tuIHTo0ovtvxhhjvAtwtwLPuI+fAW7LUucm4A1VPaWqp3GC11oRmQtMVdXN6qQaeTZ1var+RlUT7vWbgWEPf2KNjSBCcH7f3I/jTUQIVVcj4TDRAwdAddCpUmOMMdl5FeBmq2qz+7gFyJaxeD7QkPG80S2b7z7uXd7bV4BfDbdh8YZGAmVlfU7QzhUJBAgvWgRumrDex+QYY4wZmnFbZCIibwLZ0tk/mvlEVVVEdIw/+1EgATw3QJ2HgYcBKioq0uWpLQJeSU1lHlz/WeINDUQuXeZZW4wx5mI2bgFOVW/o7zURaRWRuara7E45HstSrQm4PuN5OfCWW17eq7wp472/DKwH1mgqW3L29j0JPAmwcuXKdL1YUxNFV1/V7/fKlcD06c5PP8mcB3P77bePcYuMMebi4tUU5atAalXk/cArWeq8DnxGRKa7i0s+A7zuTm2eE5HV7urJ+1LXi8ha4FvALaraMdxGJWMxEi0teTEtWFJSQklJidfNMMYYz3i1D+77wD+LyIPAEeBOABFZCXxNVR9S1VMi8j1gi3vNd1X1lPv468DTQAHOfbbUvbYfAmHgDXfnwGZV/dpQG5U4ehRUPZ2iTBnt1oSdbk7L2trasWiOMcZcdDwJcKp6EliTpfx94KGM508BT/VTr8+/3Kq6aCTtSWXwjzU6M52h8mxrVi4u77//PmABzhgzeVmqrgzpPXC298wYYy56FuAyxBsbkGCQwBBTaxljjJm4LMBlOPOLF8HnG/CUbmOMMRcH+5ccSO0m0Gh0SEfgGGOMmfjsNAFAOzqpf/hhkl1dI953NtHceeedXjfBGGM8ZQEO52Tu6N59kEwiBQVeN2dMFA5ygrgxxuQ7m6IEJBRk0b9uJLxs2ZAOJr0YbNu2jW3btnndDGOM8YyN4Fzi9+MvLva6GWMmFdyuuOIKj1tijDHesBGcMcaYvGQjuAy5OrnbGGPM+LMRHBCqrva6CcYYY8aYBThjjDF5yaYo89Q999zjdROMMcZTFuDyVDAY9LoJxhjjKZuizFNbtmxhy5Ytg1c0xpg8ZQEuT+3atYtdu3Z53QxjjPGMBThjjDF5yQKcMcaYvGQBzhhjTF6yAGeMMSYvSeqwz8lMRI4DR7xuxxCVAie8bsQEZ300OOujobF+GpzXfVSpqlmPgbEAd5ERkfdVdaXX7ZjIrI8GZ300NNZPg5vIfWRTlMYYY/KSBThjjDF5yQLcxedJrxtwEbA+Gpz10dBYPw1uwvaR3YMzxhiTl2wEZ4wxJi9ZgJuARGSJiGzL+DknIn+Spd717uu7RORtL9rqlaH2kVv3KhFJiMgduW6nl4bSRyJyj4hsF5EdIvI7EfkDr9rrhSH2kYjID0TkgNtXV3rVXi+JyDQR+bmI7BGRj0Tkml6vl4jIayLyoftv0gNetTXdJpuinNhExA80AatU9UhG+TTgd8BaVa0XkTJVPeZVO73UXx9lvPYG0AU8pao/96CJnhvgz9HHgY9U9bSI/BHw56q6yqt2emmAPloHfANYB6wC/m4y9pGIPAO8o6obRCQEFKrqmYzX/xQoUdVHRGQWsBeYo6oxj5psI7iLwBrgYO9/uIG7gRdVtR5gsgY3V399BM4/TL8AJnP/QD99pKq/U9XT7tPNQHnOWzZx9Pfn6FbgWXVsBqaJyNzcN887IlICXAf8HwBVjWUGN5cCU0REgGLgFJDIaUN7sQA38X0R+EmW8kuA6SLylohsFZH7ctyuiSRrH4nIfOB24Imct2ji6e/PUaYHgV/loC0TVX99NB9oyHje6JZNJtXAceAfReQDEdkgIkW96vwQWAYcBXYA/1FVkzluZw8W4CYwdxrgFuCFLC8HgBXAzcBNwGMickkOmzchDNJHjwOPeP2XzGuD9FGqzh/iBLhHctWuiWQofTTJBYArgSdU9WNAO/DtXnVuArYB84ArgB+KyNSctrIXC3AT2x8Bv1fV1iyvNQKvq2q7qp4ANgGTaoGAa6A+Wgn8VEQOA3cAPxKR23LZuAlioD5CRC4HNgC3qurJnLZs4hioj5qABRnPy92yyaQRaFTV99znP8cJeJkewLltoqp6ADgELM1hG/uwADex3UX/00qvAJ8UkYCIFOLc/P4oZy2bOPrtI1WtVtUqVa3C+Qv5dVV9OZeNmyD67SMRqQBeBO5V1X05bdXEMtDftVeB+9zVlKuBs6ranLumeU9VW4BDgBTVAAADcElEQVQGEVniFq0BdveqVu+WIyKzgSVAXc4amYWtopyg3PntemChqp51y74GoKo/dp//Z5z/NSWBDar6uEfN9cRQ+iij7tPAv0y2VZSD9ZGIbAD+mAunaSQmauLc8TKEPhKc+0trgQ7gAVV936v2ekVErsAZ6YdwAtcDwBcg3U/zgKeBuYAA31fV/+tNax0W4IwxxuQlm6I0xhiTlyzAGWOMyUsW4IwxxuQlC3DGGGPykgU4Y4wxeckCnDEeEpE/F5FvjrbOMD7vT8YjrZuIrBeR7471+xozGhbgjJkkRCQAfAV4fhze/pfAZ92kA8ZMCBbgjMkxEXlURPaJyL/hZHtIldeIyK/d5NnviEifNEci8lUR2eKeufULESkUkSkickhEgm6dqZnPM3waJx1Vwq33loj8TxF53z3f6yoReVFE9ovIX7h1qtzzv5522/yciNwgIr91610NoM6G2reA9ePRZ8aMhAU4Y3JIRFbgZK2/Aud8sasyXn4S+IaqrgC+Cfwoy1u8qKpXqeof4KRme1BVz+MEl5vdOl9068V7XfsJYGuvspibueTHOOnf/j1QC3xZRGa6dRYBf4uTV3ApzlFNn3Tb+KcZ7/U+cO1gfWBMrgS8boAxk8y1wEuq2gEgIq+6v4uBjwMvOJmhAAhnub7WHV1Nwzlz63W3fAPwLeBlnBRKX81y7Vz65it91f29A9iVyrEoInU4CYbPAIdUdYdbvgvYqKoqIjuAqoz3OoaTSd6YCcECnDETgw84o6pXDFLvaeA2Vf1QRL4MXA+gqr91pxOvB/yqujPLtZ1ApFdZ1P2dzHiceh7oVad3vcw6uO/dOUj7jckZm6I0Jrc2AbeJSIGITAE+C6Cq54BDIvJ5ADdzfbbjj6YAze79tXt6vfYszgKSf+znsz/CmW4cL5cA2QKrMZ6wAGdMDqnq74GfAR/inJ69JePle4AHReRDYBdwa5a3eAx4D/gtsKfXa88B0+n/2JdfAdeNuPGD+0Oc1ZTGTAh2moAxeUJE7sA5tPTeAeq8BHxLVfeP8WfPBp5X1TVj+b7GjIYFOGPygIj8Pc6p1OsGOrjUPbBytqpuGuPPvwqIq+q2sXxfY0bDApwxxpi8ZPfgjDHG5CULcMYYY/KSBThjjDF5yQKcMcaYvGQBzhhjTF6yAGeMMSYv/X/wBJcy2RqzIwAAAABJRU5ErkJggg==\n",
"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": 12,
"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": 13,
"metadata": {},
"outputs": [
{
"data": {
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"</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
"Dimensions: (delay_mm: 135)\n",
"Coordinates:\n",
" * delay_mm (delay_mm) float64 6.712 6.719 6.727 ... 7.702 7.709 7.717\n",
"Data variables:\n",
" dXAS_muA (delay_mm) float64 0.1079 0.1089 0.1093 ... 0.1056 0.1056\n",
" dXAS_sterrA (delay_mm) float64 0.001399 0.0005816 ... 0.0001039 0.0001789\n",
" dXAS_sigmaA (delay_mm) float64 0.003958 0.005202 ... 0.005568 0.005262\n",
" dXAS_muIo (delay_mm) float64 2.46e+05 2.531e+05 ... 2.384e+05 2.355e+05\n",
" dXAS_counts (delay_mm) int64 8 80 283 543 247 ... 3069 3387 3969 2872 865\n",
" XASp_muA (delay_mm) float64 0.4743 0.458 0.4746 ... 0.4642 0.4681 0.4612\n",
" XASp_sterrA (delay_mm) float64 0.02287 0.007049 ... 0.001269 0.002192\n",
" XASp_sigmaA (delay_mm) float64 0.06468 0.06305 0.06243 ... 0.06798 0.06447\n",
" XASp_muIo (delay_mm) float64 3.952e+05 4.001e+05 ... 3.807e+05 3.735e+05\n",
" XASp_counts (delay_mm) int64 8 80 283 543 247 ... 3069 3387 3969 2872 865\n",
" XASn_muA (delay_mm) float64 0.5822 0.5669 0.5839 ... 0.5736 0.5668\n",
" XASn_sterrA (delay_mm) float64 0.02177 0.006726 ... 0.001212 0.002094\n",
" XASn_sigmaA (delay_mm) float64 0.06158 0.06016 0.05893 ... 0.06497 0.06159\n",
" XASn_muIo (delay_mm) float64 3.952e+05 4.001e+05 ... 3.807e+05 3.735e+05\n",
" XASn_counts (delay_mm) int64 8 80 283 543 247 ... 3069 3387 3969 2872 865\n",
"Attributes:\n",
" runs: 688,690</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-cdb57af9-c465-4524-8064-f2f1a23c0b2e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-cdb57af9-c465-4524-8064-f2f1a23c0b2e' 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>: 135</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-cab2ebfb-2c8d-4740-b0aa-95cca6a9634e' class='xr-section-summary-in' type='checkbox' checked><label for='section-cab2ebfb-2c8d-4740-b0aa-95cca6a9634e' 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'>6.712 6.719 6.727 ... 7.709 7.717</div><input id='attrs-c0584231-f004-4e65-bb45-8fa64600a9fb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c0584231-f004-4e65-bb45-8fa64600a9fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-db2397cb-d50e-412a-ac3c-78fc21358081' class='xr-var-data-in' type='checkbox'><label for='data-db2397cb-d50e-412a-ac3c-78fc21358081' 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([6.711826, 6.719326, 6.726826, 6.734326, 6.741826, 6.749326, 6.756826,\n",
" 6.764326, 6.771826, 6.779326, 6.786826, 6.794326, 6.801826, 6.809326,\n",
" 6.816826, 6.824326, 6.831826, 6.839326, 6.846826, 6.854326, 6.861826,\n",
" 6.869326, 6.876826, 6.884326, 6.891826, 6.899326, 6.906826, 6.914326,\n",
" 6.921826, 6.929326, 6.936826, 6.944326, 6.951826, 6.959326, 6.966826,\n",
" 6.974326, 6.981826, 6.989326, 6.996826, 7.004326, 7.011826, 7.019326,\n",
" 7.026826, 7.034326, 7.041826, 7.049326, 7.056826, 7.064326, 7.071826,\n",
" 7.079326, 7.086826, 7.094326, 7.101826, 7.109326, 7.116826, 7.124326,\n",
" 7.131826, 7.139326, 7.146826, 7.154326, 7.161826, 7.169326, 7.176826,\n",
" 7.184326, 7.191826, 7.199326, 7.206826, 7.214326, 7.221826, 7.229326,\n",
" 7.236826, 7.244326, 7.251826, 7.259326, 7.266826, 7.274326, 7.281826,\n",
" 7.289326, 7.296826, 7.304326, 7.311826, 7.319326, 7.326826, 7.334326,\n",
" 7.341826, 7.349326, 7.356826, 7.364326, 7.371826, 7.379326, 7.386826,\n",
" 7.394326, 7.401826, 7.409326, 7.416826, 7.424326, 7.431826, 7.439326,\n",
" 7.446826, 7.454326, 7.461826, 7.469326, 7.476826, 7.484326, 7.491826,\n",
" 7.499326, 7.506826, 7.514326, 7.521826, 7.529326, 7.536826, 7.544326,\n",
" 7.551826, 7.559326, 7.566826, 7.574326, 7.581826, 7.589326, 7.596826,\n",
" 7.604326, 7.611826, 7.619326, 7.626826, 7.634326, 7.641826, 7.649326,\n",
" 7.656826, 7.664326, 7.671826, 7.679326, 7.686826, 7.694326, 7.701826,\n",
" 7.709326, 7.716826])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-47988950-807a-424d-b049-ef90dd7f25d3' class='xr-section-summary-in' type='checkbox' ><label for='section-47988950-807a-424d-b049-ef90dd7f25d3' 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'>0.1079 0.1089 ... 0.1056 0.1056</div><input id='attrs-e38a3000-73f9-4b44-8721-fa806bd6288a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e38a3000-73f9-4b44-8721-fa806bd6288a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-64c3df0d-8edb-4800-aae6-a2fd12752e30' class='xr-var-data-in' type='checkbox'><label for='data-64c3df0d-8edb-4800-aae6-a2fd12752e30' 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([0.10789107, 0.10892429, 0.1092965 , 0.10975571, 0.10973757,\n",
" 0.10871936, 0.10921034, 0.10882702, 0.10935519, 0.10894561,\n",
" 0.10843901, 0.10953679, 0.10906828, 0.10918752, 0.109211 ,\n",
" 0.11055182, 0.11026592, 0.11029694, 0.11040037, 0.10986182,\n",
" 0.11042652, 0.10943619, 0.10977438, 0.10849041, 0.10867599,\n",
" 0.10798554, 0.10957129, 0.1085758 , 0.10853316, 0.10814986,\n",
" 0.10919288, 0.10900295, 0.10888491, 0.10939229, 0.10929008,\n",
" 0.10949332, 0.10928583, 0.1078414 , 0.10817823, 0.10807076,\n",
" 0.10834265, 0.10859579, 0.10886179, 0.10866052, 0.10830668,\n",
" 0.10803824, 0.10791328, 0.1078993 , 0.10816475, 0.10856855,\n",
" 0.10847166, 0.10862234, 0.10905185, 0.10841222, 0.10792995,\n",
" 0.10794576, 0.10819628, 0.10837487, 0.10788326, 0.10813225,\n",
" 0.1076758 , 0.10765659, 0.10761514, 0.10776674, 0.10807892,\n",
" 0.10795575, 0.10767091, 0.10741416, 0.10733808, 0.1078857 ,\n",
" 0.10745457, 0.10752516, 0.10782247, 0.10759125, 0.10728394,\n",
" 0.10738241, 0.10739614, 0.10768013, 0.10774261, 0.10749815,\n",
" 0.10788644, 0.10778216, 0.10739676, 0.10708243, 0.10714419,\n",
" 0.10746557, 0.10720809, 0.1077326 , 0.10728483, 0.10688067,\n",
" 0.10750885, 0.10718997, 0.107422 , 0.10750793, 0.10721918,\n",
" 0.10661252, 0.10719757, 0.10723555, 0.10659315, 0.10666526,\n",
" 0.10717095, 0.10697764, 0.10683848, 0.10738007, 0.1076908 ,\n",
" 0.10824491, 0.1089865 , 0.10948399, 0.11009372, 0.11038032,\n",
" 0.11095619, 0.11018081, 0.10917191, 0.10777524, 0.10702798,\n",
" 0.10660226, 0.10656094, 0.10638073, 0.10678371, 0.10649271,\n",
" 0.10587197, 0.10597629, 0.10638255, 0.10687518, 0.10648323,\n",
" 0.10606502, 0.10633029, 0.10668171, 0.10685435, 0.10607051,\n",
" 0.10630923, 0.1060922 , 0.10619749, 0.10556076, 0.10559292])</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'>0.001399 0.0005816 ... 0.0001789</div><input id='attrs-1a870d86-c627-4225-9679-ed878e6b80e3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1a870d86-c627-4225-9679-ed878e6b80e3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a60e7914-c9e6-435f-a1cd-6ea8c7eb04a4' class='xr-var-data-in' type='checkbox'><label for='data-a60e7914-c9e6-435f-a1cd-6ea8c7eb04a4' 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([1.39928935e-03, 5.81582432e-04, 3.61692650e-04, 2.58005063e-04,\n",
" 3.67116344e-04, 2.56281199e-04, 3.20391081e-04, 3.28467154e-04,\n",
" 3.02981362e-04, 4.83012475e-04, 2.81068885e-04, 3.02659245e-04,\n",
" 4.22762917e-04, 2.70854665e-04, 4.07521178e-04, 4.74705948e-04,\n",
" 2.80301816e-04, 3.70418295e-04, 3.52492704e-04, 2.70196146e-04,\n",
" 4.44784249e-04, 3.87151920e-04, 2.75540220e-04, 4.37270519e-04,\n",
" 2.91190728e-04, 2.98293912e-04, 5.01539938e-04, 2.56555590e-04,\n",
" 3.68871226e-04, 3.68224193e-04, 2.63071495e-04, 4.38169003e-04,\n",
" 4.07405414e-04, 2.91124759e-04, 4.03797235e-04, 2.66164361e-04,\n",
" 3.08530098e-04, 3.31266101e-04, 1.56772852e-04, 9.87773394e-05,\n",
" 7.92294426e-05, 7.49539196e-05, 7.64594404e-05, 7.40222032e-05,\n",
" 7.57485189e-05, 7.88998055e-05, 7.67879282e-05, 8.03792168e-05,\n",
" 7.10621844e-05, 6.98363766e-05, 8.27405410e-05, 7.25469350e-05,\n",
" 7.43904280e-05, 7.51250681e-05, 7.35880951e-05, 7.62638602e-05,\n",
" 7.55039584e-05, 7.41637174e-05, 7.41269701e-05, 7.58537719e-05,\n",
" 7.71846462e-05, 7.44199575e-05, 7.32931401e-05, 7.77299706e-05,\n",
" 7.50098639e-05, 7.12330273e-05, 7.37095328e-05, 7.25350925e-05,\n",
" 7.67938480e-05, 7.81499617e-05, 7.58993834e-05, 7.24468240e-05,\n",
" 7.09690207e-05, 7.60547872e-05, 8.06927010e-05, 7.87890442e-05,\n",
" 8.00072101e-05, 7.80687948e-05, 7.31384587e-05, 7.56073415e-05,\n",
" 7.63805226e-05, 7.50310706e-05, 7.08750511e-05, 7.08450484e-05,\n",
" 7.28284258e-05, 7.31527502e-05, 7.68628399e-05, 7.62161133e-05,\n",
" 7.55254210e-05, 7.42780248e-05, 7.37552487e-05, 7.50241407e-05,\n",
" 7.73286365e-05, 7.63064029e-05, 7.92589878e-05, 7.20179391e-05,\n",
" 7.18559109e-05, 7.46687519e-05, 6.99931732e-05, 7.17382719e-05,\n",
" 8.13763380e-05, 8.30258982e-05, 8.56725617e-05, 8.47389745e-05,\n",
" 8.36720268e-05, 8.69955544e-05, 8.31416418e-05, 8.65578397e-05,\n",
" 9.36648887e-05, 9.50884544e-05, 9.56355058e-05, 9.31167516e-05,\n",
" 8.96769620e-05, 9.03642085e-05, 9.45230632e-05, 9.18659224e-05,\n",
" 8.85609216e-05, 8.64868609e-05, 8.69651461e-05, 9.18330771e-05,\n",
" 9.31754758e-05, 9.19612258e-05, 8.82533334e-05, 8.81380463e-05,\n",
" 8.97814812e-05, 1.03397505e-04, 1.05190310e-04, 1.05835733e-04,\n",
" 9.69414130e-05, 1.00138647e-04, 1.01188216e-04, 9.72852568e-05,\n",
" 8.83954440e-05, 1.03893962e-04, 1.78927405e-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'>0.003958 0.005202 ... 0.005262</div><input id='attrs-2ca686a5-b404-4317-aaa1-3de3ef808a28' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2ca686a5-b404-4317-aaa1-3de3ef808a28' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2d979a1a-c7cf-4b7a-bab1-eb9a00fca43f' class='xr-var-data-in' type='checkbox'><label for='data-2d979a1a-c7cf-4b7a-bab1-eb9a00fca43f' 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([0.00395779, 0.00520183, 0.00608461, 0.00601213, 0.00576969,\n",
" 0.00542445, 0.00545606, 0.00574583, 0.00611242, 0.00552833,\n",
" 0.00545737, 0.00604561, 0.00531405, 0.00563612, 0.00586321,\n",
" 0.00587179, 0.0058057 , 0.00481544, 0.00519254, 0.00566124,\n",
" 0.00559085, 0.00607224, 0.00564689, 0.00542638, 0.00592485,\n",
" 0.00520093, 0.00624412, 0.00530766, 0.00550842, 0.00506225,\n",
" 0.00559916, 0.00495732, 0.00625868, 0.00577866, 0.00496194,\n",
" 0.00569617, 0.0051627 , 0.0058607 , 0.00589516, 0.00582284,\n",
" 0.00590618, 0.00566981, 0.00571812, 0.00571123, 0.00567356,\n",
" 0.00579148, 0.00598207, 0.00595023, 0.00576305, 0.00565976,\n",
" 0.00594351, 0.00569759, 0.00575024, 0.00586601, 0.00578638,\n",
" 0.00592507, 0.00588786, 0.00579522, 0.00578855, 0.00586286,\n",
" 0.00586197, 0.00579951, 0.00579062, 0.00586076, 0.00578841,\n",
" 0.00574078, 0.00561887, 0.00577463, 0.00570553, 0.00615205,\n",
" 0.00615019, 0.00584265, 0.005832 , 0.00588184, 0.00578404,\n",
" 0.00579515, 0.00570525, 0.005766 , 0.00573846, 0.00582029,\n",
" 0.00585296, 0.00588982, 0.00580267, 0.00573932, 0.00576036,\n",
" 0.00574144, 0.00584208, 0.00574459, 0.00583748, 0.00577986,\n",
" 0.00586064, 0.00587301, 0.00589222, 0.00589538, 0.00601116,\n",
" 0.00572395, 0.00582077, 0.0058941 , 0.00583426, 0.00583202,\n",
" 0.00595328, 0.00589835, 0.00589587, 0.00591293, 0.0059613 ,\n",
" 0.00602974, 0.0060847 , 0.00606523, 0.00648862, 0.00643026,\n",
" 0.00635167, 0.00615487, 0.00610792, 0.00594827, 0.00583522,\n",
" 0.00572524, 0.00566721, 0.00542115, 0.00556917, 0.00568921,\n",
" 0.00578589, 0.00577162, 0.00559487, 0.00568268, 0.0055773 ,\n",
" 0.00568122, 0.00577973, 0.00576392, 0.00567832, 0.00567884,\n",
" 0.00560568, 0.0056618 , 0.00556891, 0.00556779, 0.00526241])</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'>2.46e+05 2.531e+05 ... 2.355e+05</div><input id='attrs-638eb22d-8ae0-43dc-a394-0631d7c06d2c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-638eb22d-8ae0-43dc-a394-0631d7c06d2c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c4e72549-11ce-44d7-abab-d33a9343495d' class='xr-var-data-in' type='checkbox'><label for='data-c4e72549-11ce-44d7-abab-d33a9343495d' 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([245972.63318917, 253064.95413145, 235432.24649039, 229168.56313796,\n",
" 237940.69719353, 234689.33282125, 246143.93354034, 230116.87817025,\n",
" 240031.37792332, 235349.08789337, 231470.01967562, 228491.40424086,\n",
" 235749.39050881, 245547.64678271, 228998.35572812, 235037.89562474,\n",
" 228763.65756837, 239747.78087509, 238816.2670934 , 231612.21637365,\n",
" 237090.14230499, 236511.82656656, 223238.4559234 , 247341.68750945,\n",
" 231127.27041048, 235568.57957997, 231720.28896274, 236921.06631255,\n",
" 222287.00975155, 233742.27266553, 228309.24769557, 223621.02252997,\n",
" 236663.40654889, 242500.09721565, 243296.65338454, 235081.18957855,\n",
" 227754.79541189, 231239.10756984, 232418.93014341, 233650.0964323 ,\n",
" 234690.0871308 , 236303.42323623, 235058.15369622, 234206.18664044,\n",
" 237137.62537336, 235254.88023625, 235793.89015283, 234779.85047773,\n",
" 236239.45079654, 236677.65257608, 233600.58812449, 237172.3953363 ,\n",
" 235192.58107506, 234017.40405027, 240217.01698148, 235564.01103393,\n",
" 237433.14103837, 233572.39540145, 233995.86196025, 233026.75491071,\n",
" 231291.79324321, 234660.48852302, 232424.98040717, 232877.36437448,\n",
" 234884.91189273, 233810.0338365 , 235288.54050769, 234053.7748331 ,\n",
" 234345.77684776, 234379.50093186, 233873.27596972, 235916.31082415,\n",
" 233892.12981095, 233839.38768684, 235985.53088664, 236841.33050489,\n",
" 232532.76995839, 234415.87364964, 236398.46768962, 234856.68712996,\n",
" 234448.40707707, 231082.76444107, 234453.18328525, 235918.11787737,\n",
" 233570.43319115, 234908.70769555, 235597.23340027, 234920.10854004,\n",
" 231247.25623349, 236446.74222417, 235764.12688758, 234826.11169128,\n",
" 237926.72129488, 233040.18851141, 236246.9082164 , 233738.03213812,\n",
" 232317.85684307, 235832.52267171, 233719.59029127, 237125.41219972,\n",
" 236081.24897328, 236059.23849834, 235077.57068602, 235994.75878336,\n",
" 235055.04726787, 235877.41700093, 235175.07387165, 238010.33430643,\n",
" 238582.00573354, 238019.34496081, 234934.8784123 , 234249.7521795 ,\n",
" 233157.93321298, 236066.74964028, 235683.3442403 , 236892.28648612,\n",
" 235848.41217902, 240366.20201458, 234640.31026572, 234824.88903861,\n",
" 234974.16533705, 237380.84482048, 234902.49623161, 233222.61247523,\n",
" 234012.02787022, 237229.4507354 , 236408.18846007, 239038.97371898,\n",
" 242879.9789108 , 240479.98305152, 235013.27674873, 239937.48233417,\n",
" 237656.14273269, 238418.00997708, 235502.39407558])</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'>8 80 283 543 ... 3387 3969 2872 865</div><input id='attrs-ceb8563f-cdef-46bd-a76f-79e4a6811e02' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ceb8563f-cdef-46bd-a76f-79e4a6811e02' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ded448ae-89de-494a-985d-5b7b654105b4' class='xr-var-data-in' type='checkbox'><label for='data-ded448ae-89de-494a-985d-5b7b654105b4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 8, 80, 283, 543, 247, 448, 290, 306, 407, 131, 377,\n",
" 399, 158, 433, 207, 153, 429, 169, 217, 439, 158, 246,\n",
" 420, 154, 414, 304, 155, 428, 223, 189, 453, 128, 236,\n",
" 394, 151, 458, 280, 313, 1414, 3475, 5557, 5722, 5593, 5953,\n",
" 5610, 5388, 6069, 5480, 6577, 6568, 5160, 6168, 5975, 6097, 6183,\n",
" 6036, 6081, 6106, 6098, 5974, 5768, 6073, 6242, 5685, 5955, 6495,\n",
" 5811, 6338, 5520, 6197, 6566, 6504, 6753, 5981, 5138, 5410, 5085,\n",
" 5455, 6156, 5926, 5872, 6162, 6703, 6563, 6256, 6160, 5777, 5681,\n",
" 5974, 6055, 6314, 6128, 5806, 5969, 5752, 6317, 6562, 6231, 6948,\n",
" 6609, 5352, 5047, 4736, 4869, 5076, 4804, 5356, 4910, 4799, 4573,\n",
" 4411, 4369, 4639, 4333, 3811, 3884, 4095, 3929, 4101, 3838, 3856,\n",
" 3939, 4019, 4157, 3859, 3019, 3019, 2966, 3431, 3216, 3069, 3387,\n",
" 3969, 2872, 865])</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'>0.4743 0.458 ... 0.4681 0.4612</div><input id='attrs-638ab48a-cc58-4e28-9fcd-5458fa44e529' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-638ab48a-cc58-4e28-9fcd-5458fa44e529' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-77a8a2fc-57c0-4a67-ae22-711562207535' class='xr-var-data-in' type='checkbox'><label for='data-77a8a2fc-57c0-4a67-ae22-711562207535' 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([0.47427044, 0.45797551, 0.47458456, 0.47750789, 0.4825403 ,\n",
" 0.48737967, 0.48075057, 0.48305269, 0.47857291, 0.47691591,\n",
" 0.48488462, 0.47452196, 0.46675082, 0.47950839, 0.4888966 ,\n",
" 0.47456544, 0.47799139, 0.48272213, 0.47563193, 0.48615138,\n",
" 0.47653874, 0.47854015, 0.47274406, 0.4859672 , 0.4816358 ,\n",
" 0.48325161, 0.47275438, 0.48348128, 0.49059611, 0.48265554,\n",
" 0.48235437, 0.48705042, 0.47557833, 0.46667375, 0.47813898,\n",
" 0.48003412, 0.47949191, 0.47590637, 0.47052769, 0.46836329,\n",
" 0.47088317, 0.47077829, 0.46989852, 0.47202456, 0.46929888,\n",
" 0.47171889, 0.47169981, 0.46925875, 0.467838 , 0.4710311 ,\n",
" 0.47097357, 0.47183681, 0.46957961, 0.46774721, 0.46739824,\n",
" 0.46971615, 0.47113194, 0.47263167, 0.47393297, 0.47467208,\n",
" 0.47291593, 0.47180672, 0.47370222, 0.47217317, 0.47391032,\n",
" 0.47361842, 0.47135077, 0.47506635, 0.47352897, 0.47126618,\n",
" 0.4730328 , 0.47308819, 0.47150895, 0.47147299, 0.47307588,\n",
" 0.47263276, 0.47490148, 0.47467304, 0.47215166, 0.47482847,\n",
" 0.47333301, 0.47326911, 0.47237701, 0.47344145, 0.47417065,\n",
" 0.47478495, 0.47341884, 0.47274353, 0.47504574, 0.47507728,\n",
" 0.47611031, 0.47398092, 0.47412091, 0.47422399, 0.47221702,\n",
" 0.47435286, 0.47368604, 0.47341418, 0.47370449, 0.47287901,\n",
" 0.46719377, 0.46931583, 0.47150386, 0.47100481, 0.47164147,\n",
" 0.47030702, 0.46765872, 0.46824351, 0.46682917, 0.46913163,\n",
" 0.46646327, 0.46835047, 0.4674862 , 0.46882069, 0.46685975,\n",
" 0.4665572 , 0.46488636, 0.4678184 , 0.46607517, 0.46764715,\n",
" 0.47052611, 0.46782491, 0.46708052, 0.46644258, 0.46678671,\n",
" 0.46439647, 0.46745232, 0.46665573, 0.46530601, 0.46532876,\n",
" 0.46531694, 0.46634705, 0.46423264, 0.46807711, 0.46116332])</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'>0.02287 0.007049 ... 0.002192</div><input id='attrs-0d01abcc-1e23-4acd-adca-e82f47670037' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0d01abcc-1e23-4acd-adca-e82f47670037' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ebecf538-99d4-4d38-830c-12802f72d4d3' class='xr-var-data-in' type='checkbox'><label for='data-ebecf538-99d4-4d38-830c-12802f72d4d3' 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([0.02286723, 0.00704901, 0.003711 , 0.0029453 , 0.0042047 ,\n",
" 0.00306467, 0.00397155, 0.00412809, 0.00355189, 0.00565403,\n",
" 0.00351484, 0.0036733 , 0.00514115, 0.00327253, 0.0049257 ,\n",
" 0.00503684, 0.00293506, 0.0045199 , 0.00456703, 0.00333652,\n",
" 0.00558869, 0.0045504 , 0.00325173, 0.00519129, 0.00328445,\n",
" 0.00386071, 0.00582904, 0.0031603 , 0.00436936, 0.0050993 ,\n",
" 0.00310864, 0.0059679 , 0.00427125, 0.00337763, 0.00562845,\n",
" 0.00313499, 0.00390187, 0.00408271, 0.00179502, 0.00114305,\n",
" 0.00089402, 0.00087538, 0.00089128, 0.00087893, 0.00089576,\n",
" 0.00091955, 0.00086845, 0.00092625, 0.00082511, 0.00082218,\n",
" 0.00094533, 0.00085203, 0.00085312, 0.0008607 , 0.00085554,\n",
" 0.00086175, 0.00087424, 0.00085943, 0.000853 , 0.00087532,\n",
" 0.00088476, 0.00086716, 0.00086148, 0.00089885, 0.00088066,\n",
" 0.00083416, 0.00089036, 0.00086547, 0.00092085, 0.00086651,\n",
" 0.00083137, 0.00084744, 0.00083644, 0.0008641 , 0.00094871,\n",
" 0.0008966 , 0.00093696, 0.0009093 , 0.00085673, 0.00088378,\n",
" 0.00087304, 0.00085147, 0.00081915, 0.000831 , 0.00085531,\n",
" 0.00086141, 0.00090384, 0.00089662, 0.00088811, 0.00086938,\n",
" 0.00083916, 0.00085003, 0.00089952, 0.00087796, 0.00088805,\n",
" 0.00085217, 0.00083742, 0.0008547 , 0.00081443, 0.00083081,\n",
" 0.00089355, 0.00093317, 0.00096888, 0.00096174, 0.00094765,\n",
" 0.00098124, 0.00092517, 0.00093453, 0.00098026, 0.00097555,\n",
" 0.00100036, 0.00101102, 0.00097568, 0.00101362, 0.00107159,\n",
" 0.00110256, 0.0010412 , 0.00106635, 0.00104014, 0.00109645,\n",
" 0.00107563, 0.00106479, 0.00106249, 0.00103301, 0.001068 ,\n",
" 0.00122202, 0.00122359, 0.00122624, 0.00110555, 0.00113932,\n",
" 0.00118237, 0.00113849, 0.00105144, 0.00126858, 0.00219213])</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'>0.06468 0.06305 ... 0.06798 0.06447</div><input id='attrs-0ff63b95-60e2-4512-9740-209061afabb0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0ff63b95-60e2-4512-9740-209061afabb0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7129b7c3-a581-4447-99e2-f085633c5fd5' class='xr-var-data-in' type='checkbox'><label for='data-7129b7c3-a581-4447-99e2-f085633c5fd5' 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([0.0646783 , 0.06304824, 0.06242871, 0.06863235, 0.06608212,\n",
" 0.06486673, 0.06763301, 0.07221205, 0.07165678, 0.06471335,\n",
" 0.06824586, 0.07337413, 0.06462322, 0.06809691, 0.07086849,\n",
" 0.06230227, 0.0607919 , 0.05875868, 0.06727657, 0.06990776,\n",
" 0.07024878, 0.07137031, 0.06664066, 0.06442225, 0.06682874,\n",
" 0.06731379, 0.07257096, 0.06538077, 0.06524853, 0.07010376,\n",
" 0.06616375, 0.06751903, 0.06561622, 0.06704398, 0.0691635 ,\n",
" 0.06709177, 0.06529072, 0.07223045, 0.06749841, 0.06738185,\n",
" 0.06664483, 0.06621694, 0.06665589, 0.06781409, 0.0670924 ,\n",
" 0.06749748, 0.06765572, 0.06856747, 0.06691517, 0.06663228,\n",
" 0.06790597, 0.06691583, 0.06594425, 0.06720657, 0.06727315,\n",
" 0.06695104, 0.06817358, 0.06715688, 0.06661028, 0.06765491,\n",
" 0.06719553, 0.06757717, 0.0680625 , 0.06777255, 0.06795955,\n",
" 0.06722637, 0.06787244, 0.06890144, 0.06841576, 0.06821225,\n",
" 0.06736651, 0.06834381, 0.06873549, 0.06682652, 0.0680037 ,\n",
" 0.0659476 , 0.0668136 , 0.06715882, 0.06721929, 0.06803376,\n",
" 0.06690024, 0.06683923, 0.06706525, 0.06732116, 0.06765061,\n",
" 0.06760826, 0.06869815, 0.0675801 , 0.06864314, 0.06764992,\n",
" 0.06668003, 0.06654168, 0.06854049, 0.06783092, 0.06735178,\n",
" 0.06773024, 0.06783646, 0.06746713, 0.06788658, 0.067541 ,\n",
" 0.0653696 , 0.06629441, 0.06667685, 0.06710877, 0.06751639,\n",
" 0.06801059, 0.06770794, 0.06548357, 0.06790753, 0.06597064,\n",
" 0.06643939, 0.06682707, 0.0664541 , 0.06672193, 0.06615289,\n",
" 0.06871333, 0.06662868, 0.06684044, 0.06660933, 0.06792659,\n",
" 0.06679277, 0.06682752, 0.06735726, 0.06660338, 0.06634498,\n",
" 0.06714421, 0.0672306 , 0.066782 , 0.06475757, 0.06461063,\n",
" 0.06550163, 0.06625753, 0.06624097, 0.06798442, 0.06447261])</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'>3.952e+05 4.001e+05 ... 3.735e+05</div><input id='attrs-681e813a-9495-49d9-a157-4b7b560b3919' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-681e813a-9495-49d9-a157-4b7b560b3919' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5f4521bb-ce0d-40fb-8fb2-7f92ee3a6aea' class='xr-var-data-in' type='checkbox'><label for='data-5f4521bb-ce0d-40fb-8fb2-7f92ee3a6aea' 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([395239.02887725, 400062.86552216, 378421.15145545, 369431.63648159,\n",
" 385507.93239214, 382084.70316487, 398085.58921961, 373022.98363147,\n",
" 387355.37899293, 379170.43605841, 375904.44773581, 367241.82196831,\n",
" 375974.06199413, 396628.23330342, 373385.50895542, 377780.07061968,\n",
" 368957.25633361, 388506.37752799, 384262.69864544, 376612.14696387,\n",
" 381831.40236778, 381663.12908971, 358161.70487998, 402114.92675977,\n",
" 374130.36572511, 381936.24172029, 371773.71449071, 384217.31377878,\n",
" 363059.05068065, 378749.35407475, 369834.43512868, 363945.15082706,\n",
" 380778.26990386, 386710.30979533, 392454.44782847, 379921.65675541,\n",
" 367881.73188513, 372172.9397728 , 372065.22162695, 373227.43081763,\n",
" 375834.55731566, 378378.47883153, 376053.51726473, 375487.96745755,\n",
" 379152.89943933, 377053.99950449, 377910.68710431, 375368.0544887 ,\n",
" 377165.43575302, 379073.53153365, 374123.64211038, 380172.11844585,\n",
" 376148.60248017, 373583.93289538, 383347.15668057, 376794.08156653,\n",
" 380321.90374179, 374699.26321363, 375867.39401718, 374587.47379238,\n",
" 371146.18519813, 376134.37652265, 373257.94622099, 373413.04030917,\n",
" 377286.92513963, 375450.78197085, 376969.15299414, 376386.76363657,\n",
" 376277.41282462, 375480.96434137, 375332.46565353, 378632.21284262,\n",
" 374791.16416492, 374693.17632527, 378738.64440411, 379943.73772933,\n",
" 373879.15853957, 376820.82606004, 379050.88626923, 377588.1125412 ,\n",
" 376368.44217921, 370941.75154747, 376016.4646521 , 378768.8912641 ,\n",
" 375273.21087257, 377655.31311399, 378245.15585384, 376903.43984681,\n",
" 371865.87813715, 380239.10248491, 379533.22720487, 377219.1107953 ,\n",
" 382253.36258922, 374441.24820572, 378832.62949822, 375610.9209162 ,\n",
" 373079.87745386, 378621.1448808 , 375337.85162236, 380493.14923094,\n",
" 376670.12167234, 377435.09124866, 376688.80972786, 377969.84197712,\n",
" 376704.55150999, 377518.3861871 , 375398.80819508, 380146.8416331 ,\n",
" 380521.33928005, 380499.01347746, 374567.35201641, 374180.51252018,\n",
" 372114.74078391, 377260.257515 , 375909.67762014, 377723.61496446,\n",
" 375431.35173577, 383746.43081083, 373952.55127127, 374835.48971796,\n",
" 376155.14634907, 378982.75561941, 374746.9641133 , 371829.71722224,\n",
" 373216.70181529, 377444.78235616, 377289.29175525, 381184.05267505,\n",
" 386786.71544421, 382973.43104455, 374263.07213427, 382498.77381998,\n",
" 378061.72894568, 380734.61771435, 373487.4496943 ])</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'>8 80 283 543 ... 3387 3969 2872 865</div><input id='attrs-a28718b9-7a87-4fd6-be54-6726b2b509b5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a28718b9-7a87-4fd6-be54-6726b2b509b5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c0ac6124-8493-4a2f-aa27-f3a17eced5e0' class='xr-var-data-in' type='checkbox'><label for='data-c0ac6124-8493-4a2f-aa27-f3a17eced5e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 8, 80, 283, 543, 247, 448, 290, 306, 407, 131, 377,\n",
" 399, 158, 433, 207, 153, 429, 169, 217, 439, 158, 246,\n",
" 420, 154, 414, 304, 155, 428, 223, 189, 453, 128, 236,\n",
" 394, 151, 458, 280, 313, 1414, 3475, 5557, 5722, 5593, 5953,\n",
" 5610, 5388, 6069, 5480, 6577, 6568, 5160, 6168, 5975, 6097, 6183,\n",
" 6036, 6081, 6106, 6098, 5974, 5768, 6073, 6242, 5685, 5955, 6495,\n",
" 5811, 6338, 5520, 6197, 6566, 6504, 6753, 5981, 5138, 5410, 5085,\n",
" 5455, 6156, 5926, 5872, 6162, 6703, 6563, 6256, 6160, 5777, 5681,\n",
" 5974, 6055, 6314, 6128, 5806, 5969, 5752, 6317, 6562, 6231, 6948,\n",
" 6609, 5352, 5047, 4736, 4869, 5076, 4804, 5356, 4910, 4799, 4573,\n",
" 4411, 4369, 4639, 4333, 3811, 3884, 4095, 3929, 4101, 3838, 3856,\n",
" 3939, 4019, 4157, 3859, 3019, 3019, 2966, 3431, 3216, 3069, 3387,\n",
" 3969, 2872, 865])</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'>0.5822 0.5669 ... 0.5736 0.5668</div><input id='attrs-c886cc44-99bd-4c20-a1fc-92838ea5ccc6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c886cc44-99bd-4c20-a1fc-92838ea5ccc6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4e184a48-1d4c-4ae2-bc2f-d99d84a1df30' class='xr-var-data-in' type='checkbox'><label for='data-4e184a48-1d4c-4ae2-bc2f-d99d84a1df30' 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([0.5821615 , 0.56689979, 0.58388106, 0.5872636 , 0.59227787,\n",
" 0.59609903, 0.58996091, 0.59187971, 0.58792809, 0.58586152,\n",
" 0.59332363, 0.58405875, 0.5758191 , 0.58869592, 0.5981076 ,\n",
" 0.58511726, 0.58825731, 0.59301906, 0.5860323 , 0.5960132 ,\n",
" 0.58696526, 0.58797634, 0.58251844, 0.59445762, 0.59031179,\n",
" 0.59123715, 0.58232567, 0.59205709, 0.59912927, 0.5908054 ,\n",
" 0.59154725, 0.59605336, 0.58446324, 0.57606604, 0.58742906,\n",
" 0.58952744, 0.58877774, 0.58374776, 0.57870592, 0.57643405,\n",
" 0.57922582, 0.57937408, 0.57876031, 0.58068508, 0.57760557,\n",
" 0.57975713, 0.57961309, 0.57715805, 0.57600275, 0.57959965,\n",
" 0.57944523, 0.58045915, 0.57863146, 0.57615943, 0.57532819,\n",
" 0.57766191, 0.57932821, 0.58100653, 0.58181623, 0.58280432,\n",
" 0.58059172, 0.57946331, 0.58131736, 0.57993991, 0.58198924,\n",
" 0.58157418, 0.57902168, 0.5824805 , 0.58086705, 0.57915188,\n",
" 0.58048737, 0.58061335, 0.57933142, 0.57906424, 0.58035982,\n",
" 0.58001517, 0.58229762, 0.58235316, 0.57989427, 0.58232662,\n",
" 0.58121945, 0.58105127, 0.57977377, 0.58052388, 0.58131484,\n",
" 0.58225052, 0.58062693, 0.58047614, 0.58233056, 0.58195795,\n",
" 0.58361916, 0.58117089, 0.58154291, 0.58173192, 0.5794362 ,\n",
" 0.58096538, 0.5808836 , 0.58064973, 0.58029764, 0.57954427,\n",
" 0.57436472, 0.57629346, 0.57834234, 0.57838488, 0.57933227,\n",
" 0.57855194, 0.57664522, 0.5777275 , 0.57692289, 0.57951196,\n",
" 0.57741946, 0.57853128, 0.57665811, 0.57659592, 0.57388773,\n",
" 0.57315946, 0.5714473 , 0.57419913, 0.57285889, 0.57413986,\n",
" 0.57639807, 0.5738012 , 0.57346307, 0.57331777, 0.57326993,\n",
" 0.57046149, 0.57378261, 0.57333744, 0.57216036, 0.57139927,\n",
" 0.57162617, 0.57243924, 0.57043013, 0.57363788, 0.56675624])</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'>0.02177 0.006726 ... 0.002094</div><input id='attrs-d0e2ecda-0911-4cdf-b951-cb32e15102d1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d0e2ecda-0911-4cdf-b951-cb32e15102d1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-479f85b6-e21c-45d2-8b33-177502e9641c' class='xr-var-data-in' type='checkbox'><label for='data-479f85b6-e21c-45d2-8b33-177502e9641c' 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([0.02177151, 0.00672558, 0.0035032 , 0.00278405, 0.00398374,\n",
" 0.00291981, 0.00377938, 0.00390092, 0.00335218, 0.00537184,\n",
" 0.0033361 , 0.00347874, 0.00493352, 0.00311105, 0.00466629,\n",
" 0.00474288, 0.0027752 , 0.00433088, 0.00435028, 0.00314895,\n",
" 0.00530008, 0.00428582, 0.00309269, 0.00493533, 0.00311496,\n",
" 0.00368452, 0.00548541, 0.00299167, 0.00417187, 0.00487539,\n",
" 0.00295393, 0.00570883, 0.00400073, 0.00318427, 0.00541701,\n",
" 0.00296737, 0.00372505, 0.0038781 , 0.0017066 , 0.00108845,\n",
" 0.00084725, 0.00083206, 0.00084843, 0.00083825, 0.00085478,\n",
" 0.00087613, 0.00082689, 0.00088265, 0.00078638, 0.00078501,\n",
" 0.00089813, 0.00081161, 0.00081363, 0.00081969, 0.00081632,\n",
" 0.00081935, 0.00083296, 0.00081679, 0.00081151, 0.00083327,\n",
" 0.00084218, 0.00082506, 0.00082129, 0.00085535, 0.00083799,\n",
" 0.00079487, 0.0008484 , 0.00082416, 0.00087722, 0.00082406,\n",
" 0.00079329, 0.00080819, 0.00079658, 0.00082245, 0.0009027 ,\n",
" 0.00084958, 0.00089106, 0.0008657 , 0.00081583, 0.00084069,\n",
" 0.00083161, 0.00080953, 0.00077951, 0.00079221, 0.0008143 ,\n",
" 0.00081975, 0.00086198, 0.00085406, 0.00084529, 0.0008281 ,\n",
" 0.00079671, 0.00080915, 0.00085513, 0.00083413, 0.00084471,\n",
" 0.00081419, 0.00079709, 0.00081243, 0.00077413, 0.00078908,\n",
" 0.00084774, 0.00088624, 0.00091696, 0.00091037, 0.00089717,\n",
" 0.00092695, 0.00087385, 0.00088126, 0.00092072, 0.0009158 ,\n",
" 0.00093837, 0.00094947, 0.00091889, 0.00095986, 0.00101903,\n",
" 0.00105311, 0.00099243, 0.00101997, 0.00099164, 0.00104382,\n",
" 0.00102263, 0.00101566, 0.00101498, 0.00098701, 0.00101943,\n",
" 0.00116303, 0.00116561, 0.00116387, 0.00105349, 0.00108593,\n",
" 0.00112591, 0.00108698, 0.00100389, 0.00121235, 0.00209409])</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'>0.06158 0.06016 ... 0.06497 0.06159</div><input id='attrs-e639a5a9-5a54-401b-885a-921e070c3e7b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e639a5a9-5a54-401b-885a-921e070c3e7b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-53564e87-ac78-484d-bded-7611e5744602' class='xr-var-data-in' type='checkbox'><label for='data-53564e87-ac78-484d-bded-7611e5744602' 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([0.06157912, 0.06015539, 0.05893293, 0.06487495, 0.06260943,\n",
" 0.06180064, 0.06436048, 0.06823829, 0.06762759, 0.06148353,\n",
" 0.06477541, 0.06948773, 0.06201332, 0.06473686, 0.06713619,\n",
" 0.05866625, 0.05748078, 0.05630144, 0.0640837 , 0.06597777,\n",
" 0.06662098, 0.06722042, 0.06338132, 0.06124583, 0.0633801 ,\n",
" 0.06424172, 0.06829275, 0.06189208, 0.06229935, 0.06702556,\n",
" 0.06287078, 0.06458799, 0.06146034, 0.06320592, 0.06656536,\n",
" 0.06350439, 0.06233205, 0.06861061, 0.06417363, 0.06416295,\n",
" 0.0631584 , 0.06293991, 0.06345069, 0.06467554, 0.06402306,\n",
" 0.06431072, 0.06441811, 0.06533983, 0.06377412, 0.06361959,\n",
" 0.06451545, 0.06374133, 0.06289246, 0.06400415, 0.06418875,\n",
" 0.06365662, 0.06495491, 0.063825 , 0.06337071, 0.06440476,\n",
" 0.06396166, 0.06429682, 0.06488717, 0.06449238, 0.06466671,\n",
" 0.06406009, 0.06467369, 0.06561231, 0.0651747 , 0.06487082,\n",
" 0.06428124, 0.06517809, 0.06546025, 0.06360606, 0.06470523,\n",
" 0.0624891 , 0.06354067, 0.06393877, 0.06401053, 0.06471678,\n",
" 0.06372524, 0.0635472 , 0.06381988, 0.0641784 , 0.06440717,\n",
" 0.06433865, 0.06551606, 0.06437258, 0.06533363, 0.06443752,\n",
" 0.06330705, 0.06334137, 0.06515825, 0.06444417, 0.06406452,\n",
" 0.06471115, 0.06456939, 0.06413024, 0.06452702, 0.06414923,\n",
" 0.0620184 , 0.06296029, 0.06310422, 0.06352426, 0.06392008,\n",
" 0.06424753, 0.06395276, 0.06175133, 0.06378302, 0.06193034,\n",
" 0.06232244, 0.06275846, 0.0625858 , 0.06318362, 0.06290801,\n",
" 0.06563154, 0.06350768, 0.06393376, 0.06350393, 0.0646663 ,\n",
" 0.0635022 , 0.06374408, 0.064345 , 0.06363714, 0.06332779,\n",
" 0.06390345, 0.06404497, 0.06338564, 0.0617077 , 0.06158263,\n",
" 0.06237377, 0.06326013, 0.06324527, 0.06497117, 0.06158889])</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'>3.952e+05 4.001e+05 ... 3.735e+05</div><input id='attrs-fd76dba5-3f58-4fdd-b28f-cc8d8eb6b109' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fd76dba5-3f58-4fdd-b28f-cc8d8eb6b109' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-78a7df73-a395-4b80-995b-8160568e09e3' class='xr-var-data-in' type='checkbox'><label for='data-78a7df73-a395-4b80-995b-8160568e09e3' 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([395239.02887725, 400062.86552216, 378421.15145545, 369431.63648159,\n",
" 385507.93239214, 382084.70316487, 398085.58921961, 373022.98363147,\n",
" 387355.37899293, 379170.43605841, 375904.44773581, 367241.82196831,\n",
" 375974.06199413, 396628.23330342, 373385.50895542, 377780.07061968,\n",
" 368957.25633361, 388506.37752799, 384262.69864544, 376612.14696387,\n",
" 381831.40236778, 381663.12908971, 358161.70487998, 402114.92675977,\n",
" 374130.36572511, 381936.24172029, 371773.71449071, 384217.31377878,\n",
" 363059.05068065, 378749.35407475, 369834.43512868, 363945.15082706,\n",
" 380778.26990386, 386710.30979533, 392454.44782847, 379921.65675541,\n",
" 367881.73188513, 372172.9397728 , 372065.22162695, 373227.43081763,\n",
" 375834.55731566, 378378.47883153, 376053.51726473, 375487.96745755,\n",
" 379152.89943933, 377053.99950449, 377910.68710431, 375368.0544887 ,\n",
" 377165.43575302, 379073.53153365, 374123.64211038, 380172.11844585,\n",
" 376148.60248017, 373583.93289538, 383347.15668057, 376794.08156653,\n",
" 380321.90374179, 374699.26321363, 375867.39401718, 374587.47379238,\n",
" 371146.18519813, 376134.37652265, 373257.94622099, 373413.04030917,\n",
" 377286.92513963, 375450.78197085, 376969.15299414, 376386.76363657,\n",
" 376277.41282462, 375480.96434137, 375332.46565353, 378632.21284262,\n",
" 374791.16416492, 374693.17632527, 378738.64440411, 379943.73772933,\n",
" 373879.15853957, 376820.82606004, 379050.88626923, 377588.1125412 ,\n",
" 376368.44217921, 370941.75154747, 376016.4646521 , 378768.8912641 ,\n",
" 375273.21087257, 377655.31311399, 378245.15585384, 376903.43984681,\n",
" 371865.87813715, 380239.10248491, 379533.22720487, 377219.1107953 ,\n",
" 382253.36258922, 374441.24820572, 378832.62949822, 375610.9209162 ,\n",
" 373079.87745386, 378621.1448808 , 375337.85162236, 380493.14923094,\n",
" 376670.12167234, 377435.09124866, 376688.80972786, 377969.84197712,\n",
" 376704.55150999, 377518.3861871 , 375398.80819508, 380146.8416331 ,\n",
" 380521.33928005, 380499.01347746, 374567.35201641, 374180.51252018,\n",
" 372114.74078391, 377260.257515 , 375909.67762014, 377723.61496446,\n",
" 375431.35173577, 383746.43081083, 373952.55127127, 374835.48971796,\n",
" 376155.14634907, 378982.75561941, 374746.9641133 , 371829.71722224,\n",
" 373216.70181529, 377444.78235616, 377289.29175525, 381184.05267505,\n",
" 386786.71544421, 382973.43104455, 374263.07213427, 382498.77381998,\n",
" 378061.72894568, 380734.61771435, 373487.4496943 ])</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'>8 80 283 543 ... 3387 3969 2872 865</div><input id='attrs-0567d15b-49a7-4a2d-b9d8-bd54562453fe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0567d15b-49a7-4a2d-b9d8-bd54562453fe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-85555dad-5124-4fc6-872a-f4468e0a35c3' class='xr-var-data-in' type='checkbox'><label for='data-85555dad-5124-4fc6-872a-f4468e0a35c3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 8, 80, 283, 543, 247, 448, 290, 306, 407, 131, 377,\n",
" 399, 158, 433, 207, 153, 429, 169, 217, 439, 158, 246,\n",
" 420, 154, 414, 304, 155, 428, 223, 189, 453, 128, 236,\n",
" 394, 151, 458, 280, 313, 1414, 3475, 5557, 5722, 5593, 5953,\n",
" 5610, 5388, 6069, 5480, 6577, 6568, 5160, 6168, 5975, 6097, 6183,\n",
" 6036, 6081, 6106, 6098, 5974, 5768, 6073, 6242, 5685, 5955, 6495,\n",
" 5811, 6338, 5520, 6197, 6566, 6504, 6753, 5981, 5138, 5410, 5085,\n",
" 5455, 6156, 5926, 5872, 6162, 6703, 6563, 6256, 6160, 5777, 5681,\n",
" 5974, 6055, 6314, 6128, 5806, 5969, 5752, 6317, 6562, 6231, 6948,\n",
" 6609, 5352, 5047, 4736, 4869, 5076, 4804, 5356, 4910, 4799, 4573,\n",
" 4411, 4369, 4639, 4333, 3811, 3884, 4095, 3929, 4101, 3838, 3856,\n",
" 3939, 4019, 4157, 3859, 3019, 3019, 2966, 3431, 3216, 3069, 3387,\n",
" 3969, 2872, 865])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4359fbc4-8c3e-4835-9c2d-adad251c0cdd' class='xr-section-summary-in' type='checkbox' checked><label for='section-4359fbc4-8c3e-4835-9c2d-adad251c0cdd' 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: 135)\n",
"Coordinates:\n",
" * delay_mm (delay_mm) float64 6.712 6.719 6.727 ... 7.702 7.709 7.717\n",
"Data variables:\n",
" dXAS_muA (delay_mm) float64 0.1079 0.1089 0.1093 ... 0.1056 0.1056\n",
" dXAS_sterrA (delay_mm) float64 0.001399 0.0005816 ... 0.0001039 0.0001789\n",
" dXAS_sigmaA (delay_mm) float64 0.003958 0.005202 ... 0.005568 0.005262\n",
" dXAS_muIo (delay_mm) float64 2.46e+05 2.531e+05 ... 2.384e+05 2.355e+05\n",
" dXAS_counts (delay_mm) int64 8 80 283 543 247 ... 3069 3387 3969 2872 865\n",
" XASp_muA (delay_mm) float64 0.4743 0.458 0.4746 ... 0.4642 0.4681 0.4612\n",
" XASp_sterrA (delay_mm) float64 0.02287 0.007049 ... 0.001269 0.002192\n",
" XASp_sigmaA (delay_mm) float64 0.06468 0.06305 0.06243 ... 0.06798 0.06447\n",
" XASp_muIo (delay_mm) float64 3.952e+05 4.001e+05 ... 3.807e+05 3.735e+05\n",
" XASp_counts (delay_mm) int64 8 80 283 543 247 ... 3069 3387 3969 2872 865\n",
" XASn_muA (delay_mm) float64 0.5822 0.5669 0.5839 ... 0.5736 0.5668\n",
" XASn_sterrA (delay_mm) float64 0.02177 0.006726 ... 0.001212 0.002094\n",
" XASn_sigmaA (delay_mm) float64 0.06158 0.06016 0.05893 ... 0.06497 0.06159\n",
" XASn_muIo (delay_mm) float64 3.952e+05 4.001e+05 ... 3.807e+05 3.735e+05\n",
" XASn_counts (delay_mm) int64 8 80 283 543 247 ... 3069 3387 3969 2872 865\n",
"Attributes:\n",
" runs: 688,690"
]
},
"execution_count": 13,
"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": 14,
"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": "xfel",
"language": "python",
"name": "xfel"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.3"
},
"nbsphinx": {
"execute": "never"
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"state": {},
"version_major": 2,
"version_minor": 0
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}