Init

DataAnalysis.py

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+import UsefulFuncs
+import imp
+from glob import glob
+from ROOT import *
+import numpy as np
+from array import array
+import matplotlib.pyplot as plt
+
+imp.reload(UsefulFuncs)
+exptime = 50
+gain = 'g4'
+moenchCode = 'Moench040'
+date = '250423'
+hv = 150
+Folder = f'/mnt/sls_det_storage/moench_data/xiangyu/{date}_BP_cali_{moenchCode}_{hv}V_{gain}_{exptime}us'
+RootFileName = f'{moenchCode}_AduToKevMapping_{gain}_{exptime}us_{hv}V_{date}.root'
+CaliLut3DFileName = f'/home/xie_x1/MLED/data-process/utils/BacksidePulsing_Calibration/Moench040/{moenchCode}_AduToKevMapping_{gain}_{exptime}us_{hv}V_{date}.npy'
+
+XrayFolder = f'/mnt/sls_det_storage/moench_data/2504_SoleilBeamtime/{moenchCode}_g4_SimonStars_150V_50us'
+Roi = [140, 230, 120, 210]
+Energy = 15
+
+measurementConfig = {
+    'caliFile': np.load(CaliLut3DFileName),
+    'pedestalFileName': f'{XrayFolder}/{Energy}keV_pedestal_d0_f0_0.raw',
+    'signalFileNames': glob(f'{XrayFolder}/{Energy}keV_signal_d0_f*_0.raw'),
+    'etaxLUT': '/mnt/sls_det_storage/moench_data/MLXID/EtaInterpolation/Moench040_EtaxLUT_g4_50us_150V_250423.npy',
+    'etayLUT': '/mnt/sls_det_storage/moench_data/MLXID/EtaInterpolation/Moench040_EtayLUT_g4_50us_150V_250423.npy',
+    'Roi': Roi,
+    'NX': 400, 'NY': 400,
+    'energy': Energy, # keV
+    'selectionRange': 2,
+    'NFrame': 20_000_000, ### 20_000_000 in total
+    'NThread': 16,
+    'headerSize': 56,
+    'clusterWidth': 3, ### cluster width, must be odd number
+    'write3x3Cluster': True,
+    'NChunks': 200,
+}
+
+UsefulFuncs.init(measurementConfig)
+UsefulFuncs.getPedestalAndNoise_simplified()
+UsefulFuncs.getHists()
+
+nBinX = UsefulFuncs.h2_interpolated.GetXaxis().GetNbins()
+nBinY = UsefulFuncs.h2_interpolated.GetYaxis().GetNbins()
+frame_intepolated = np.zeros((nBinY, nBinX))
+for ix in range(nBinX):
+    for iy in range(nBinY):
+        frame_intepolated[iy, ix] = UsefulFuncs.h2_interpolated.GetBinContent(ix+1, iy+1)
+
+np.save('SiemenStar_interpolatedFrame.npy', frame_intepolated)