|
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
|
import ROOT
ROOT.gROOT.SetBatch(True)
from setTDRStyle import setTDRStyle
from granularity import *
class ValidationPlotter:
def __init__(self):
setTDRStyle()
self.inFiles = {}
self.labels = {}
self.colors = {}
self.markers = {}
self.outPath = None
self.granularity = standardGranularity
self.validationGranularity = validationGranularity
self.order = []
def addInputFile(self, label, inFile, color=None, marker=20):
self.order.append(label)
self.inFiles[label] = inFile
self.labels[label] = label
self.markers[label] = marker
if color != None:
self.colors[label] = color
else:
# choose first not occupied color (other than white)
for autoColor in range(1,100):
if autoColor not in self.colors.values() and not autoColor == 10:
self.colors[label] = autoColor
break
def setGranularity(self, granularity):
self.granularity = granularity
def setOutputPath(self, outPath):
self.outPath = outPath
def convertName(self, name):
out = name.replace("Bpix", "BPIX")
out = out.replace("Fpix", "FPIX")
out = out.replace("Plus", "+")
out = out.replace("Minus", "-")
out = out.replace("Fpix", "FPIX")
out = out.replace("Tib", "TIB")
out = out.replace("Tob", "TOB")
out = out.replace("Tid", "TID")
out = out.replace("Tec", "TEC")
out = out.replace("Layer", " L")
out = out.replace("Ring", " R")
out = out.replace("Stereo", "S")
out = out.replace("Rphi", "R") # different from Ring, this one does not add a space in front
out = out.replace("In", "i")
out = out.replace("Out", "o")
return out
def plotHist(self, folder, name, title, hists, twoDimensional=False):
self.canvas = ROOT.TCanvas("canvas", "canvas", ROOT.gStyle.GetCanvasDefW(),ROOT.gStyle.GetCanvasDefH())
ROOT.gPad.SetRightMargin(0.10)
if twoDimensional:
ROOT.gPad.SetRightMargin(0.2)
legend = ROOT.TLegend(0.2,0.7,0.9,0.90)
legend.SetFillColor(0)
legend.SetFillStyle(0)
legend.SetTextSize(0.03)
legend.SetMargin(0.15)
legend.SetNColumns(2)
legend.SetBorderSize(0)
normalize = False
if len (hists) > 1:
normalize = True
firstHist = True
scaleHist = None
maximum = 0
for hist, label in hists:
n = int(hist.Integral())
mu = hist.GetMean()
sigma = hist.GetRMS()
if normalize:
hist.Scale(1./hist.Integral())
if hist.GetMaximum() > maximum:
maximum = hist.GetMaximum()
if firstHist:
scaleHist = hist
addDraw = ""
firstHist = False
else:
addDraw = "same"
if not twoDimensional:
if self.markers[label] != 0:
drawMode = "P0%s"%(addDraw)
else:
drawMode = "hist%s"%(addDraw)
else:
drawMode = "COLZ"
scaleHist.SetMaximum(maximum*1.5)
scaleHist.SetMinimum(0)
hist.Draw(drawMode)
legText = "#splitline{{{label}}}{{N={n:.2E},#mu={mu:.2f},RMS={sigma:.2f}}}".format(label=label,n=n, mu=mu,sigma=sigma)
if self.markers[label] != 0:
legend.AddEntry(hist, legText, "p")
else:
legend.AddEntry(hist, legText, "l")
if not twoDimensional:
legend.Draw()
cmsText = ROOT.TLatex(0.26,0.96,title)
cmsText.SetTextFont(42)
cmsText.SetNDC()
cmsText.Draw("same")
import os
if not os.path.isdir(self.outPath):
os.makedirs(self.outPath)
if not os.path.isdir(self.outPath+"/"+folder):
os.makedirs(self.outPath+"/"+folder)
self.canvas.SaveAs("{}/{}/{}.pdf".format(self.outPath, folder, name))
self.canvas = None
def makeResidualPlot(self, sectorNumber, coordinate):
# residual
hists = []
for label in self.order:
fi = ROOT.TFile(self.inFiles[label], "READ")
hist = fi.Get("ApeEstimator1/Sector_{sectorNumber}/Results/h_Res{coordinate}".format(sectorNumber=sectorNumber, coordinate=coordinate))
hist.SetLineColor(self.colors[label])
hist.SetMarkerColor(self.colors[label])
hist.SetMarkerStyle(self.markers[label])
hist.SetDirectory(0)
if self.markers[label] == 0:
hist.SetMarkerSize(0)
hist.SetLineWidth(2)
hists.append((hist, label))
nameHist = fi.Get("ApeEstimator1/Sector_{sectorNumber}/z_name".format(sectorNumber=sectorNumber))
nameHist.SetDirectory(0)
title = self.convertName(nameHist.GetTitle())
fi.Close()
name = "Sector_{sectorNumber}_Res{coordinate}".format(sectorNumber=sectorNumber, coordinate=coordinate)
self.plotHist("residuals", name, title, hists)
# normalized residual
hists = []
for label in self.order:
fi = ROOT.TFile(self.inFiles[label], "READ")
hist = fi.Get("ApeEstimator1/Sector_{sectorNumber}/Results/h_NorRes{coordinate}".format(sectorNumber=sectorNumber, coordinate=coordinate))
hist.SetLineColor(self.colors[label])
hist.SetMarkerColor(self.colors[label])
hist.SetMarkerStyle(self.markers[label])
hist.SetDirectory(0)
if self.markers[label] == 0:
hist.SetMarkerSize(0)
hist.SetLineWidth(2)
hists.append((hist, label))
nameHist = fi.Get("ApeEstimator1/Sector_{sectorNumber}/z_name".format(sectorNumber=sectorNumber))
nameHist.SetDirectory(0)
title = self.convertName(nameHist.GetTitle())
fi.Close()
name = "Sector_{sectorNumber}_NorRes{coordinate}".format(sectorNumber=sectorNumber, coordinate=coordinate)
self.plotHist("residuals", name, title, hists)
def makeTrackPlot(self,histName, twoDimensional=False):
hists = []
for label in self.order:
fi = ROOT.TFile(self.inFiles[label], "READ")
hist = fi.Get("ApeEstimator2/TrackVariables/{histName}".format(histName=histName))
hist.SetLineColor(self.colors[label])
hist.SetMarkerColor(self.colors[label])
hist.SetMarkerStyle(self.markers[label])
hist.SetDirectory(0)
if self.markers[label] == 0:
hist.SetMarkerSize(0)
hist.SetLineWidth(2)
fi.Close()
if twoDimensional:
self.plotHist("tracks", histName+"_"+label, label, [(hist, label),], twoDimensional=True)
else:
hists.append((hist, label))
if len(hists) > 0:
self.plotHist("tracks", histName, histName, hists, twoDimensional=twoDimensional)
def makeHitsPlot(self, sectorNumber, histName, twoDimensional=False):
hists = []
for label in self.order:
fi = ROOT.TFile(self.inFiles[label], "READ")
sectorName = fi.Get("ApeEstimator2/Sector_{sector}/z_name".format(sector=sectorNumber)).GetTitle()
hist = fi.Get("ApeEstimator2/Sector_{sector}/{histName}".format(sector=sectorNumber,histName=histName))
hist.SetLineColor(self.colors[label])
hist.SetMarkerColor(self.colors[label])
hist.SetMarkerStyle(self.markers[label])
hist.SetDirectory(0)
fi.Close()
if self.markers[label] == 0:
hist.SetMarkerSize(0)
hist.SetLineWidth(2)
if twoDimensional:
self.plotHist("hits"+"/{}".format(sectorName), histName+"_"+label, "{}: ".format(sectorName)+histName+" "+label, [(hist, label),], twoDimensional=True)
else:
hists.append((hist, label))
if len(hists) > 0:
self.plotHist("hits"+"/{}".format(sectorName), histName, "{}: ".format(sectorName)+histName, hists, twoDimensional=twoDimensional)
def draw(self):
for coordinate in self.granularity.sectors.keys():
rangeList = self.granularity.sectors[coordinate]
for first, last in rangeList:
for i in range(first, last+1):
self.makeResidualPlot(i, coordinate)
self.makeTrackPlot("h_hitsSize")
self.makeTrackPlot("h_hitsValid")
self.makeTrackPlot("h_hitsInvalid")
self.makeTrackPlot("h_hits2D")
self.makeTrackPlot("h_layersMissed")
self.makeTrackPlot("h_hitsPixel")
self.makeTrackPlot("h_hitsStrip")
self.makeTrackPlot("h_charge")
self.makeTrackPlot("h_chi2")
self.makeTrackPlot("h_ndof")
self.makeTrackPlot("h_norChi2")
self.makeTrackPlot("h_prob")
self.makeTrackPlot("h_eta")
self.makeTrackPlot("h_etaErr")
self.makeTrackPlot("h_theta")
self.makeTrackPlot("h_phi")
self.makeTrackPlot("h_phiErr")
self.makeTrackPlot("h_d0Beamspot")
self.makeTrackPlot("h_d0BeamspotErr")
self.makeTrackPlot("h_dz")
self.makeTrackPlot("h_dzErr")
self.makeTrackPlot("h_pt")
self.makeTrackPlot("h_ptErr")
self.makeTrackPlot("h_meanAngle")
self.makeTrackPlot("h_hitsGood")
# these don't have several histograms in one plot
self.makeTrackPlot("h2_meanAngleVsHits", twoDimensional=True)
self.makeTrackPlot("h2_hitsGoodVsHitsValid", twoDimensional=True)
self.makeTrackPlot("h2_hitsPixelVsEta", twoDimensional=True)
self.makeTrackPlot("h2_hitsPixelVsTheta", twoDimensional=True)
self.makeTrackPlot("h2_hitsStripVsEta", twoDimensional=True)
self.makeTrackPlot("h2_hitsStripVsTheta", twoDimensional=True)
self.makeTrackPlot("h2_ptVsTheta", twoDimensional=True)
rangeList = self.validationGranularity.sectors["X"]
for first, last in rangeList:
for i in range(first, last+1):
# Get list of plots per sector, as pixel sectors have different plots
# We get the list from one of the result files, the rest should have the same structure
directoryFile = ROOT.TFile(self.inFiles[self.order[0]], "READ")
directory = directoryFile.GetDirectory("ApeEstimator2/Sector_{}".format(i))
for histObject in directory.GetListOfKeys():
histName = histObject.GetName()
if histName.startswith("h_"): # 1D hist
self.makeHitsPlot(i, histName)
elif histName.startswith("h2_"):
self.makeHitsPlot(i, histName, twoDimensional=True)
directoryFile.Close()
def main():
pass
if __name__ == "__main__":
main()
|