/
hgcal_display.py
314 lines (284 loc) · 14.6 KB
/
hgcal_display.py
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
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
from utils import debugPrintOut
from bokeh.io import show
from bokeh.models import (
ColumnDataSource,
HoverTool,
LogColorMapper,
LinearColorMapper,
LogTicker,
ColorBar
)
#from bokeh.palettes import Viridis6 as palette
from bokeh.palettes import RdYlBu11 as palette
from bokeh.plotting import figure
from bokeh.layouts import column
from bokeh.transform import factor_cmap
from bokeh.palettes import Spectral6
from bokeh.palettes import PiYG11
from bokeh.palettes import Viridis256
from bokeh.palettes import Plasma256
import math
class EventDisplayManager:
def __init__(self, cell_geom, trigger_cell_geom):
self.cell_geom = cell_geom
self.cell_geom['width'] = self.cell_geom.x2-self.cell_geom.x3
k = math.tan(math.radians(30))
self.cell_geom['delta'] = 0.5*self.cell_geom.width*k
# self.cell_geom['corners_x'] = self.cell_geom.apply(func=self.cell_geom.apply(func = lambda cell: [cell.x1, cell.x2, cell.x2-cell.width*0.5, cell.x3, cell.x4, cell.x4+cell.width*0.5],
# axis=1))
# self.cell_geom['corners_y'] = self.cell_geom.apply(func=self.cell_geom.apply(func = lambda cell: [cell.y1, cell.y2, cell.y2+cell.delta, cell.y3, cell.y4, cell.y4-cell.delta],
# axis=1))
self.color_mapper = LinearColorMapper(palette=palette)#, low=0.1, high=30)
self.trigger_cell_geom = trigger_cell_geom
self.figures = {}
self.ranges = {}
def displayTowers(self, event, zside, subdet, layer, grid):
all_corners_x = []
all_corners_y = []
figure = self.getFigure(event, zside, subdet, layer)
print grid.nbins_x
print grid.nbins_y
for idx_x in range(0, grid.nbins_x):
for idx_y in range(0, grid.nbins_y):
corners = grid.getCorners(idx_x, idx_y)
all_corners_x.append([corner.x for corner in corners])
all_corners_y.append([corner.y for corner in corners])
source = ColumnDataSource(data=dict(x=all_corners_x,
y=all_corners_y,
))
figure.patches('x', 'y', source=source,
fill_color=None,
fill_alpha=0.7,
line_color="black",
line_width=0.1)
return
def displayGenParticle(self, event, genParts):
print genParts
for pt_idx in genParts.index:
genPart = genParts.loc[pt_idx]
zside = -1
if genPart.eta > 0:
zside = 1
continue
for lid in range(0, len(genPart.posx), 2):
if lid < 28:
subdet = 3
else:
continue
index = (event, zside, subdet, lid+1)
figure = self.getFigure(event, zside, subdet, lid+1)
figure.cross(x=genPart.posx[lid],
y=genPart.posy[lid],
size=20,
color="#E6550D",
line_width=1)
# for
# plot.cross(x=[1, 2, 3], y=[1, 2, 3], size=20,
# color="#E6550D", line_width=2)
def displayCells(self, event, cells):
debugPrintOut(4, 'cells', toCount=cells, toPrint=cells[['id', 'cell']])
for zside in cells.zside.unique():
if zside > 0:
continue
cells_zside = cells[cells.zside == zside]
for subdet in cells_zside.subdet.unique():
if subdet != 3:
continue
cells_subdet = cells_zside[cells_zside.subdet == subdet]
for layer in cells_subdet.layer.unique():
cells_layer = cells_subdet[cells_subdet.layer == layer]
figure = self.getFigure(event, zside, subdet, layer)
all_corners_x = []
all_corners_y = []
all_cells_ids = []
all_cells_colors = []
debugPrintOut(4, 'cells_layer', toCount=cells_layer, toPrint=cells_layer[['id', 'cell']])
count = 0
for index, cell in cells_layer.iterrows():
count += 1
print '{} {} {}'.format(index, cell.cell, long(cell.id)) # WTF
all_corners_x.append([cell.x1, cell.x2, cell.x2-cell.width*0.5, cell.x3, cell.x4, cell.x4+cell.width*0.5])
all_corners_y.append([cell.y1, cell.y2, cell.y2+cell.delta, cell.y3, cell.y4, cell.y4-cell.delta])
all_cells_ids.append(int(cell.id))
all_cells_colors.append(cell.color)
print count
source = ColumnDataSource(data=dict(x=all_corners_x,
y=all_corners_y,
id=all_cells_ids,
color=all_cells_colors
))
figure.patches('x', 'y', source=source,
fill_color={'field': 'color', 'transform': self.color_mapper},
fill_alpha=0.7,
line_color="black",
line_width=0.1)
def displayTriggerCells(self, event, tcs):
for zside in tcs.zside.unique():
if zside > 0:
continue
zside_tcs = tcs[tcs.zside == zside]
for subdet in zside_tcs.subdet.unique():
if subdet != 3:
continue
subdet_tcs = zside_tcs[zside_tcs.subdet == subdet]
for layer in subdet_tcs.layer.unique():
layer_tcs = subdet_tcs[subdet_tcs.layer == layer]
figure = self.getFigure(event, zside, subdet, layer)
all_corners_x = []
all_corners_y = []
all_energies = []
all_tc_ids = []
for index in layer_tcs.index:
tc = layer_tcs.loc[index]
cells = self.cell_geom[self.cell_geom.tc_id == tc.id]
corners_x = []
corners_y = []
for cell_idx, cell in cells.iterrows():
corners_x.append([cell.x1, cell.x2, cell.x2-cell.width*0.5, cell.x3, cell.x4, cell.x4+cell.width*0.5])
corners_y.append([cell.y1, cell.y2, cell.y2+cell.delta, cell.y3, cell.y4, cell.y4-cell.delta])
cell_energies = [tc.energy] * len(cells.index)
cell_tcids = [tc.id] * len(cells.index)
#print cell_energies
#print cell_tcids
all_corners_x.extend(corners_x)
all_corners_y.extend(corners_y)
all_energies.extend(cell_energies)
all_tc_ids.extend(cell_tcids)
source = ColumnDataSource(data=dict(x=all_corners_x,
y=all_corners_y,
id=all_tc_ids,
energy=all_energies,
))
figure.patches('x', 'y', source=source,
fill_color={'field': 'energy', 'transform': self.color_mapper},
fill_alpha=0.7,
line_color="black",
line_width=0.1)
#for tc in tcs:
return
def displayClusters(self, event, cl2ds, tcs):
# print cl2ds
for zside in [-1, 1]:
if zside > 0:
continue
zside_cl2ds = cl2ds[cl2ds.eta*zside > 0]
for subdet in zside_cl2ds.subdet.unique():
if subdet != 3:
continue
subdet_cl2ds = zside_cl2ds[zside_cl2ds.subdet == subdet]
for layer in subdet_cl2ds.layer.unique():
layer_cl2ds = subdet_cl2ds[subdet_cl2ds.layer == layer]
figure = self.getFigure(event, zside, subdet, layer)
clus_ids = [str(clid) for clid in layer_cl2ds.sort_values(by=['pt'], ascending=False).id.values]
all_corners_x = []
all_corners_y = []
all_energies = []
all_tc_ids = []
all_clus_ids = []
print '======= layer: {}, # of 2D clusters: {}'.format(layer, len(layer_cl2ds.index))
for idx in layer_cl2ds.sort_values(by=['pt'], ascending=False).index:
# print '-------- CL2D ------------'
cl2d = layer_cl2ds.loc[idx]
print cl2d.pt
components = tcs[tcs.id.isin(cl2d.cells)]
# print '# of TCS: {}'.format(len(components.index))
for tc_idx in components.index:
tc = components.loc[tc_idx]
cells = self.cell_geom[self.cell_geom.tc_id == tc.id]
# print '# of cells: {}'.format(len(cells.index))
# corners_x = []
# corners_y = []
# cell_energies = []
# cell_tcids = []
#clus_id = cl2d.id*len(components.index)
for cell_idx, cell in cells.iterrows():
all_corners_x.append([cell.x1, cell.x2, cell.x2-cell.width*0.5, cell.x3, cell.x4, cell.x4+cell.width*0.5])
all_corners_y.append([cell.y1, cell.y2, cell.y2+cell.delta, cell.y3, cell.y4, cell.y4-cell.delta])
all_energies.append(tc.energy)
all_tc_ids.append(tc.id)
all_clus_ids.append(str(cl2d.id))
#print cell_energies
#print cell_tcids
# all_corners_x.extend(corners_x)
# all_corners_y.extend(corners_y)
# all_energies.extend(cell_energies)
# all_tc_ids.extend(cell_tcids)
# print len(all_corners_x)
# print len(all_corners_y)
# print len(all_energies)
# print len(all_tc_ids)
print '# of 2D cluster in layer {}'.format(len(all_clus_ids))
# print all_clus_ids
source = ColumnDataSource(data=dict(x=all_corners_x,
y=all_corners_y,
energy=all_energies,
id=all_tc_ids,
cl_id=all_clus_ids
))
# print clus_ids
figure.patches('x', 'y', source=source,
fill_color=None,
fill_alpha=0.7,
# line_color={'field': 'energy', 'transform': self.color_mapper},
line_color=factor_cmap('cl_id', palette=Plasma256, factors=clus_ids),
line_width=3.,
# legend=clus_ids
)
return
def createFigure(self, event, zside, subdet, layer):
layer_range = range(1, 29, 2)
# if subdet == 3:
# layer_range = range(1,29)
#
range_x = None
range_y = None
for layer in layer_range:
index = (event, zside, subdet, layer)
title = 'Event: {}, SubDet: {}, zside: {}, layer: {}'.format(event, subdet, zside, layer)
TOOLS = "pan,wheel_zoom,reset,box_zoom,hover,save"
if range_x is None:
self.figures[index] = figure(title=title,
tools=TOOLS,
toolbar_location='right',
x_axis_location='below',
y_axis_location='left',
x_range=[-170, +170],
y_range=[-170, 170])
range_x = self.figures[index].x_range
range_y = self.figures[index].y_range
else:
self.figures[index] = figure(title=title,
tools=TOOLS,
toolbar_location='right',
x_axis_location='below',
y_axis_location='left',
x_range=range_x,
y_range=range_y)
self.figures[index].grid.grid_line_color = None
color_bar = ColorBar(color_mapper=self.color_mapper, ticker=LogTicker(),
label_standoff=12, border_line_color=None, location=(0, 0))
self.figures[index].add_layout(color_bar, 'right')
hover = self.figures[index].select_one(HoverTool)
hover.point_policy = "follow_mouse"
hover.tooltips = [
("ID", "@id"),
#("X", "@x"),
("energy", "@energy GeV"),
("(x, y)", "($x, $y)"),
#("CL ID", "@cl_id")
]
def getFigure(self, event, zside, subdet, layer):
index = (event, zside, subdet, layer)
if index not in self.figures.keys():
self.createFigure(event, zside, subdet, layer)
return self.figures[index]
def show(self, event):
plots_ee_m = []
plots_ee_p = []
zside = -1
subdet = 3
for layer in range(0,29):
idx = (event, zside, subdet, layer)
if idx in self.figures.keys():
plots_ee_m.append(self.figures[idx])
show(column(plots_ee_m))