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rebase:a new class: pixel_participation
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,152 @@ | ||
| 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 PixelParticipation_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.CameraAverage = np.zeros(self.Pix) | ||
| self.CameraAverage_ped = np.zeros(self.Pix) | ||
| 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.CameraAverage = [] | ||
| self.CameraAverage_ped = [] | ||
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| self.BadPixels_ped = np.zeros(self.Pix) | ||
| self.BadPixels = np.zeros(self.Pix) | ||
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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 | ||
| BadPixels_ped1 = list(map(int, pixelBAD)) | ||
| self.BadPixels_ped += BadPixels_ped1 | ||
|
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||
| else: | ||
| self.counter_evt += 1 | ||
| BadPixels1 = list(map(int, pixelBAD)) | ||
| self.BadPixels += BadPixels1 | ||
| return None | ||
|
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| def FinishRun(self): | ||
| self.BadPixels_ped = np.array(self.BadPixels_ped) | ||
| self.BadPixels = np.array(self.BadPixels) | ||
|
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| def GetResults(self): | ||
| # INITIATE DICT | ||
| self.PixelParticipation_Results_Dict = {} | ||
|
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||
| # ASSIGN RESUTLS TO DICT | ||
| if self.k == 0: | ||
|
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| if self.counter_evt > 0: | ||
| self.PixelParticipation_Results_Dict[ | ||
| "CAMERA-BadPix-PHY-OverEVENTS-HIGH-GAIN" | ||
| ] = self.BadPixels | ||
|
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| if self.counter_ped > 0: | ||
| self.PixelParticipation_Results_Dict[ | ||
| "CAMERA-BadPix-PED-PHY-OverEVENTS-HIGH-GAIN" | ||
| ] = self.BadPixels_ped | ||
|
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||
| if self.k == 1: | ||
| if self.counter_evt > 0: | ||
| self.PixelParticipation_Results_Dict[ | ||
| "CAMERA-BadPix-PHY-OverEVENTS-LOW-GAIN" | ||
| ] = self.BadPixels | ||
|
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||
| if self.counter_ped > 0: | ||
| self.PixelParticipation_Results_Dict[ | ||
| "CAMERA-BadPix-PED-PHY-OverEVENTS-LOW-GAIN" | ||
| ] = self.BadPixels_ped | ||
|
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| return self.PixelParticipation_Results_Dict | ||
|
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| def PlotResults(self, name, FigPath): | ||
| self.PixelParticipation_Figures_Dict = {} | ||
| self.PixelParticipation_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, self.disp1 = plt.subplots() | ||
| self.disp1 = CameraDisplay( | ||
| geometry=self.camera, | ||
| image=self.BadPixels, | ||
| cmap=self.cmap, | ||
| ) | ||
| self.disp1.cmap = self.cmap | ||
| self.disp1.cmap = plt.cm.coolwarm | ||
| self.disp1.add_colorbar() | ||
| self.disp1.axes.text(2.0, 0, "Bad Pixels", rotation=90) | ||
| plt.title("Camera BPX %s gain (ALL)" % gain_c) | ||
|
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||
| self.PixelParticipation_Figures_Dict[ | ||
| "CAMERA-BADPIX-PHY-DISPLAY-%s-GAIN" % gain_c | ||
| ] = fig1 | ||
| full_name = name + "_Camera_BPX_%sGain.png" % gain_c | ||
| FullPath = FigPath + full_name | ||
| self.PixelParticipation_Figures_Names_Dict[ | ||
| "CAMERA-BADPIX-PHY-DISPLAY-%s-GAIN" % gain_c | ||
| ] = FullPath | ||
| plt.close() | ||
|
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||
| if self.counter_ped > 0: | ||
| fig2, self.disp2 = plt.subplots() | ||
| self.disp2 = CameraDisplay( | ||
| geometry=self.camera2, | ||
| image=self.BadPixels_ped, | ||
| cmap=self.cmap2, | ||
| ) | ||
| self.disp2.cmap = self.cmap2 | ||
| self.disp2.cmap = plt.cm.coolwarm | ||
| self.disp2.add_colorbar() | ||
| self.disp2.axes.text(2.0, 0, "Bad Pixels", rotation=90) | ||
| plt.title("Camera BPX %s gain (PED)" % gain_c) | ||
|
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||
| self.PixelParticipation_Figures_Dict[ | ||
| "CAMERA-BADPIX-PED-DISPLAY-%s-GAIN" % gain_c | ||
| ] = fig2 | ||
| full_name = name + "_Pedestal_BPX_%sGain.png" % gain_c | ||
| FullPath = FigPath + full_name | ||
| self.PixelParticipation_Figures_Names_Dict[ | ||
| "CAMERA-BADPIX-PED-DISPLAY-%s-GAIN" % gain_c | ||
| ] = FullPath | ||
| plt.close() | ||
|
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||
| return ( | ||
| self.PixelParticipation_Figures_Dict, | ||
| self.PixelParticipation_Figures_Names_Dict, | ||
| ) |
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