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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,155 @@ | ||
| from dqm_summary_processor import dqm_summary | ||
| from matplotlib import pyplot as plt | ||
| from ctapipe.visualization import CameraDisplay | ||
| from ctapipe.instrument import CameraGeometry | ||
| from ctapipe.coordinates import EngineeringCameraFrame | ||
| import numpy as np | ||
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| class PixelTimeline_HighLowGain(dqm_summary): | ||
| def __init__(self, gaink): | ||
| self.k = gaink | ||
| return None | ||
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| def ConfigureForRun(self, path, Pix, Samp, Reader1): | ||
| # define number of pixels and samples | ||
| self.Pix = Pix | ||
| self.Samp = Samp | ||
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| self.counter_evt = 0 | ||
| self.counter_ped = 0 | ||
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| self.camera = CameraGeometry.from_name("NectarCam-003").transform_to(EngineeringCameraFrame()) | ||
| self.camera2 = CameraGeometry.from_name("NectarCam-003").transform_to(EngineeringCameraFrame()) | ||
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| self.cmap = "gnuplot2" | ||
| self.cmap2 = "gnuplot2" | ||
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| self.SumBadPixels_ped = [] | ||
| self.SumBadPixels = [] | ||
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| def ProcessEvent(self, evt, noped): | ||
| pixelBAD = evt.mon.tel[0].pixel_status.hardware_failing_pixels[self.k] | ||
| pixel = evt.nectarcam.tel[0].svc.pixel_ids | ||
| if len(pixel) < self.Pix: | ||
| pixel21 = list(np.arange(0, self.Pix - len(pixel), 1, dtype=int)) | ||
| pixel = list(pixel) | ||
| pixels = np.concatenate([pixel21, pixel]) | ||
| else: | ||
| pixels = pixel | ||
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| if evt.trigger.event_type.value == 32: # count peds | ||
| self.counter_ped += 1 | ||
| self.counter_evt += 1 | ||
| BadPixels_ped1 = list(map(int, pixelBAD[pixels])) | ||
| SumBadPixelsEvent_ped = sum(BadPixels_ped1) | ||
| self.SumBadPixels_ped.append(SumBadPixelsEvent_ped) | ||
| self.SumBadPixels.append(0) | ||
|
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| else: | ||
| self.counter_evt += 1 | ||
| self.counter_ped += 1 | ||
| BadPixels1 = list(map(int, pixelBAD[pixels])) | ||
| SumBadPixelsEvent = sum(BadPixels1) | ||
| self.SumBadPixels.append(SumBadPixelsEvent) | ||
| self.SumBadPixels_ped.append(0) | ||
|
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| return None | ||
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| def FinishRun(self): | ||
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| self.BadPixelTimeline_ped = np.array(self.SumBadPixels_ped, dtype=float)/self.Pix | ||
| self.BadPixelTimeline = np.array(self.SumBadPixels, dtype=float)/self.Pix | ||
| print(self.BadPixelTimeline) | ||
| print( self.BadPixelTimeline_ped) | ||
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| def GetResults(self): | ||
| # INITIATE DICT | ||
| self.PixelTimeline_Results_Dict = {} | ||
|
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| # ASSIGN RESUTLS TO DICT | ||
| if self.k == 0: | ||
|
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| if self.counter_evt > 0: | ||
| self.PixelTimeline_Results_Dict[ | ||
| "CAMERA-BadPixTimeline-PHY-HIGH-GAIN" | ||
| ] = self.BadPixelTimeline | ||
|
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| if self.counter_ped > 0: | ||
| self.PixelTimeline_Results_Dict[ | ||
| "CAMERA-BadPixTimeline-PED-HIGH-GAIN" | ||
| ] = self.BadPixelTimeline_ped | ||
|
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| if self.k == 1: | ||
| if self.counter_evt > 0: | ||
| self.PixelTimeline_Results_Dict[ | ||
| "CAMERA-BadPixTimeline-PHY-LOW-GAIN" | ||
| ] = self.BadPixelTimeline | ||
|
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| if self.counter_ped > 0: | ||
| self.PixelTimeline_Results_Dict[ | ||
| "CAMERA-BadPixTimeline-PED-LOW-GAIN" | ||
| ] = self.BadPixelTimeline_ped | ||
|
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| return self.PixelTimeline_Results_Dict | ||
|
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| def PlotResults(self, name, FigPath): | ||
| self.PixelTimeline_Figures_Dict = {} | ||
| self.PixelTimeline_Figures_Names_Dict = {} | ||
|
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| # titles = ['All', 'Pedestals'] | ||
| if self.k == 0: | ||
| gain_c = "High" | ||
| if self.k == 1: | ||
| gain_c = "Low" | ||
|
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| if self.counter_evt > 0: | ||
| fig1, disp = plt.subplots() | ||
| plt.plot(np.arange(self.counter_evt), self.BadPixelTimeline*100, label = "Physical events") | ||
| plt.legend() | ||
| plt.xlabel("Timeline") | ||
| plt.ylabel("BPX fraction (%)") | ||
| plt.title("BPX Timeline %s gain (ALL)" % gain_c) | ||
|
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| full_name = name + "_BPX_Timeline_%sGain_All.png" % gain_c | ||
| FullPath = FigPath + full_name | ||
| self.PixelTimeline_Figures_Dict[ | ||
| "BPX-TIMELINE-ALL-%s-GAIN" % gain_c | ||
| ] = fig1 | ||
| self.PixelTimeline_Figures_Names_Dict[ | ||
| "BPX-TIMELINE-ALL-%s-GAIN" % gain_c | ||
| ] = FullPath | ||
|
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| plt.close() | ||
|
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| if self.counter_ped > 0: | ||
| fig2, disp = plt.subplots() | ||
| plt.plot(np.arange(self.counter_ped), self.BadPixelTimeline_ped*100, label = "Pedestal events") | ||
| plt.legend() | ||
| plt.xlabel("Timeline") | ||
| plt.ylabel("BPX fraction (%)") | ||
| plt.title("BPX Timeline %s gain (PED)" % gain_c) | ||
|
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| full_name = name + "_BPX_Timeline_%sGain_Ped.png" % gain_c | ||
| FullPath = FigPath + full_name | ||
| self.PixelTimeline_Figures_Dict[ | ||
| "BPX-TIMELINE-PED-%s-GAIN" % gain_c | ||
| ] = fig2 | ||
| self.PixelTimeline_Figures_Names_Dict[ | ||
| "BPX-TIMELINE-PED-%s-GAIN" % gain_c | ||
| ] = FullPath | ||
|
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| plt.close() | ||
|
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| return ( | ||
| self.PixelTimeline_Figures_Dict, | ||
| self.PixelTimeline_Figures_Names_Dict, | ||
| ) |
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