##// END OF EJS Templates
update de script de procesamiento
avaldezp -
r1588:eef5b98ab0ad
parent child
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@@ -1,451 +1,453
1 1 # SOPHY PROC script
2 2 import os, sys, json, argparse
3 3 import multiprocessing
4 4 import datetime
5 5 import time
6 6
7 7 PATH = '/DATA_RM/DATA'
8 8 PATH = "/media/soporte/TOSHIBAEXT/sophy/"
9 9 # SNR ZMIN -40 A ZMAX -20
10 10 PARAM = {
11 11 'S': {'zmin': -45, 'zmax': -25, 'colormap': 'jet', 'label': 'Power', 'wrname': 'power','cb_label': 'dBm', 'ch':0},
12 12 'SNR': {'zmin': -10, 'zmax': 15, 'colormap': 'jet', 'label': 'SNR', 'wrname': 'snr','cb_label': 'dB', 'ch':0},
13 13 'V': {'zmin': -12, 'zmax': 12, 'colormap': 'sophy_v', 'label': 'Velocity', 'wrname': 'velocity', 'cb_label': 'm/s', 'ch':0},
14 14 'R': {'zmin': 0.5, 'zmax': 1, 'colormap': 'sophy_r', 'label': 'RhoHV', 'wrname':'rhoHV', 'cb_label': '', 'ch':0},
15 15 'P': {'zmin': -180,'zmax': 180,'colormap': 'sophy_p', 'label': 'PhiDP', 'wrname':'phiDP' , 'cb_label': 'degrees', 'ch':0},
16 16 'D': {'zmin': -9, 'zmax': 12, 'colormap': 'sophy_d','label': 'ZDR','wrname':'differential_reflectivity' , 'cb_label': 'dB','ch':0},
17 17 'Z': {'zmin': -20, 'zmax': 80, 'colormap': 'sophy_z','label': 'Reflectivity ', 'wrname':'reflectivity', 'cb_label': 'dBz','ch':0},
18 18 'W': {'zmin': 0, 'zmax': 12, 'colormap': 'sophy_w','label': 'Spectral Width', 'wrname':'spectral_width', 'cb_label': 'm/s', 'ch':0}
19 19 }
20 20
21 21 META = ['heightList', 'data_azi', 'data_ele', 'mode_op', 'latitude', 'longitude', 'altitude', 'heading', 'radar_name',
22 22 'institution', 'contact', 'h0', 'range_unit', 'prf', 'prf_unit', 'variable', 'variable_unit', 'n_pulses',
23 23 'pulse1_range', 'pulse1_width', 'pulse2_width', 'pulse1_repetitions', 'pulse2_repetitions', 'pulse_width_unit',
24 24 'snr_threshold', 'dataPP_NOISE']
25 25
26 26
27 27 def max_index(r, sample_rate, ipp):
28 28
29 29 return int(sample_rate*ipp*1e6 * r / 60) + int(sample_rate*ipp*1e6 * 1.2 / 60)
30 30
31 31 def main(args):
32 32
33 33 experiment = args.experiment
34 34 fp = open(os.path.join(PATH, experiment, 'experiment.json'))
35 35 conf = json.loads(fp.read())
36 36
37 37 ipp_km = conf['usrp_tx']['ipp']
38 38 ipp = ipp_km * 2 /300000
39 39 sample_rate = conf['usrp_rx']['sample_rate']
40 40 speed_axis = conf['pedestal']['speed']
41 41 time_offset = args.time_offset
42 42 parameters = args.parameters
43 43 start_date = conf['name'].split('@')[1].split('T')[0].replace('-', '/')
44 44 end_date = start_date
45 45 if args.start_time:
46 46 start_time = args.start_time
47 47 else:
48 48 start_time = conf['name'].split('@')[1].split('T')[1].replace('-', ':')
49 49
50 50 if args.end_time:
51 51 end_time = args.end_time
52 52 else:
53 53 end_time = '23:59:59'
54
54
55 55 N = int(1/(speed_axis[0]*ipp)) # 1 GRADO DE RESOLUCION
56 56
57 57 path = os.path.join(PATH, experiment, 'rawdata')
58 58 path_ped = os.path.join(PATH, experiment, 'position')
59 59 if args.label:
60 60 label = '-{}'.format(args.label)
61 61 else:
62 62 label = ''
63 63 path_plots = os.path.join(PATH, experiment, 'plots{}'.format(label))
64 64 path_save = os.path.join(PATH, experiment, 'param{}'.format(label))
65 RMIX = 5.8#4.8#5.68#4.8#4.8#2.64#10#2.64
66 H0 =-1.68# -1.2#-1.68#-1.2#0.5#-1.2
65 RMIX = 5.8 #4.8#5.68#4.8#4.8#2.64#10#2.64
66 H0 = -1.2#-1.68# -1.2#-1.68#-1.2#0.5#-1.2
67 67 MASK = 0.8
68 68 #MASK = 0.4#0.35
69 69
70 70 from schainpy.controller import Project
71 71
72 72 project = Project()
73 73 project.setup(id='1', name='Sophy', description='sophy proc')
74 74
75 75 reader = project.addReadUnit(datatype='DigitalRFReader',
76 76 path=path,
77 77 startDate=start_date,
78 78 endDate=end_date,
79 79 startTime=start_time,
80 80 endTime=end_time,
81 81 delay=30,
82 82 online=args.online,
83 83 walk=1,
84 84 ippKm = ipp_km,
85 85 getByBlock = 1,
86 86 nProfileBlocks = N,
87 87 )
88 88
89 89 if not conf['usrp_tx']['enable_2']: # One Pulse
90 90 n_pulses = 1
91 91 pulse_1_width = conf['usrp_tx']['pulse_1']
92 92 pulse_1_repetitions = conf['usrp_tx']['repetitions_1']
93 93 pulse_2_width = 0
94 94 pulse_2_repetitions = 0
95 95
96 96 voltage = project.addProcUnit(datatype='VoltageProc', inputId=reader.getId())
97 97
98 98 if conf['usrp_tx']['code_type_1'] != 'None':
99 99 codes = [ c.strip() for c in conf['usrp_tx']['code_1'].split(',')]
100 100 code = []
101 101 for c in codes:
102 102 code.append([int(x) for x in c])
103 103 op = voltage.addOperation(name='Decoder', optype='other')
104 104 op.addParameter(name='code', value=code)
105 105 op.addParameter(name='nCode', value=len(code), format='int')
106 106 op.addParameter(name='nBaud', value=len(code[0]), format='int')
107 107
108 108 op = voltage.addOperation(name='CohInt', optype='other') #Minimo integrar 2 perfiles por ser codigo complementario
109 109 op.addParameter(name='n', value=len(code), format='int')
110 110 ncode = len(code)
111 111 else:
112 112 ncode = 1
113 113 code = ['0']
114 114
115 115 op = voltage.addOperation(name='setH0')
116 116 op.addParameter(name='h0', value=H0)
117 117
118 118 if args.range > 0:
119 119 op = voltage.addOperation(name='selectHeights')
120 120 op.addParameter(name='minIndex', value='0', format='int')
121 121 op.addParameter(name='maxIndex', value=max_index(args.range, sample_rate, ipp), format='int')
122 122
123 123 op = voltage.addOperation(name='PulsePair_vRF', optype='other')
124 124 op.addParameter(name='n', value=int(N)/ncode, format='int')
125 125 if args.rmDC:
126 126 op.addParameter(name='removeDC', value=1, format='int')
127 127
128 128 proc = project.addProcUnit(datatype='ParametersProc', inputId=voltage.getId())
129 129
130 130 opObj10 = proc.addOperation(name="WeatherRadar")
131 131 opObj10.addParameter(name='tauW',value=(1e-6/sample_rate)*len(code[0]))
132 132 opObj10.addParameter(name='Pt',value=((1e-6/sample_rate)*len(code[0])/ipp)*200)
133 133
134 134 op = proc.addOperation(name='PedestalInformation')
135 135 op.addParameter(name='path', value=path_ped, format='str')
136 136 op.addParameter(name='interval', value='0.04')
137 137 op.addParameter(name='time_offset', value=time_offset)
138 138 op.addParameter(name='mode', value=args.mode)
139 139
140 140 for param in parameters:
141 141 op = proc.addOperation(name='Block360')
142 142 op.addParameter(name='runNextOp', value=True)
143 143 op.addParameter(name='attr_data', value='data_param')
144 144
145 145 op= proc.addOperation(name='WeatherParamsPlot')
146 146 if args.save: op.addParameter(name='save', value=path_plots, format='str')
147 147 op.addParameter(name='save_period', value=-1)
148 148 op.addParameter(name='show', value=args.show)
149 149 op.addParameter(name='channels', value='0,')
150 150 op.addParameter(name='zmin', value=PARAM[param]['zmin'])
151 151 op.addParameter(name='zmax', value=PARAM[param]['zmax'])
152 152 op.addParameter(name='attr_data', value=param, format='str')
153 153 op.addParameter(name='labels', value=[PARAM[param]['label'], PARAM[param]['label']])
154 154 op.addParameter(name='save_code', value=param)
155 155 op.addParameter(name='cb_label', value=PARAM[param]['cb_label'])
156 156 op.addParameter(name='colormap', value=PARAM[param]['colormap'])
157 157 op.addParameter(name='bgcolor', value='white')
158 158 op.addParameter(name='localtime', value=False)
159 159 if MASK: op.addParameter(name='mask', value=MASK, format='float')
160 160 if args.server:
161 161 op.addParameter(name='server', value='190.187.237.239:4444')
162 162 op.addParameter(name='exp_code', value='400')
163 163
164 164 desc = {
165 165 'Data': {
166 166 'data_param': {PARAM[param]['wrname']: ['H', 'V']},
167 167 'utctime': 'time'
168 168 },
169 169 'Metadata': {
170 170 'heightList': 'range',
171 171 'data_azi': 'azimuth',
172 172 'data_ele': 'elevation',
173 173 'mode_op': 'scan_type',
174 174 'h0': 'range_correction',
175 175 'dataPP_NOISE': 'noise',
176 176 }
177 177 }
178 178
179 179 if args.save:
180 180 writer = proc.addOperation(name='HDFWriter')
181 181 writer.addParameter(name='path', value=path_save, format='str')
182 182 writer.addParameter(name='Reset', value=True)
183 183 writer.addParameter(name='setType', value='weather')
184 184 writer.addParameter(name='description', value=json.dumps(desc))
185 185 writer.addParameter(name='blocksPerFile', value='1',format='int')
186 186 writer.addParameter(name='metadataList', value=','.join(META))
187 187 writer.addParameter(name='dataList', value='data_param,utctime')
188 188 writer.addParameter(name='weather_var', value=param)
189 189 writer.addParameter(name='mask', value=MASK, format='float')
190 190 writer.addParameter(name='localtime', value=False)
191 191 # meta
192 192 writer.addParameter(name='latitude', value='-12.040436')
193 193 writer.addParameter(name='longitude', value='-75.295893')
194 194 writer.addParameter(name='altitude', value='3379.2147')
195 195 writer.addParameter(name='heading', value='0')
196 196 writer.addParameter(name='radar_name', value='SOPHy')
197 197 writer.addParameter(name='institution', value='IGP')
198 198 writer.addParameter(name='contact', value='dscipion@igp.gob.pe')
199 199 writer.addParameter(name='created_by', value='Signal Chain (https://pypi.org/project/schainpy/)')
200 200 writer.addParameter(name='range_unit', value='km')
201 201 writer.addParameter(name='prf', value=1/ipp)
202 202 writer.addParameter(name='prf_unit', value='hertz')
203 203 writer.addParameter(name='variable', value=PARAM[param]['label'])
204 204 writer.addParameter(name='variable_unit', value=PARAM[param]['cb_label'])
205 205 writer.addParameter(name='n_pulses', value=n_pulses)
206 206 writer.addParameter(name='pulse1_range', value=RMIX)
207 207 writer.addParameter(name='pulse1_width', value=pulse_1_width)
208 208 writer.addParameter(name='pulse2_width', value=pulse_2_width)
209 209 writer.addParameter(name='pulse1_repetitions', value=pulse_1_repetitions)
210 210 writer.addParameter(name='pulse2_repetitions', value=pulse_2_repetitions)
211 211 writer.addParameter(name='pulse_width_unit', value='microseconds')
212 212 writer.addParameter(name='snr_threshold', value=MASK)
213 213
214 214
215 215 else: #Two pulses
216 216 n_pulses = 1
217 217 pulse_1_width = conf['usrp_tx']['pulse_1']
218 218 pulse_1_repetitions = conf['usrp_tx']['repetitions_1']
219 219 pulse_2_width = conf['usrp_tx']['pulse_2']
220 220 pulse_2_repetitions = conf['usrp_tx']['repetitions_2']
221 221
222 222 voltage1 = project.addProcUnit(datatype='VoltageProc', inputId=reader.getId())
223 223
224 224 op = voltage1.addOperation(name='ProfileSelector')
225 225 op.addParameter(name='profileRangeList', value='0,{}'.format(conf['usrp_tx']['repetitions_1']-1))
226 226
227 227 if conf['usrp_tx']['code_type_1'] != 'None':
228 228 codes = [ c.strip() for c in conf['usrp_tx']['code_1'].split(',')]
229 229 code = []
230 230 for c in codes:
231 231 code.append([int(x) for x in c])
232 232 op = voltage1.addOperation(name='Decoder', optype='other')
233 233 op.addParameter(name='code', value=code)
234 234 op.addParameter(name='nCode', value=len(code), format='int')
235 235 op.addParameter(name='nBaud', value=len(code[0]), format='int')
236 236 else:
237 237 code = ['0']
238 238
239 239 op = voltage1.addOperation(name='CohInt', optype='other') #Minimo integrar 2 perfiles por ser codigo complementario
240 240 op.addParameter(name='n', value=2, format='int')
241 241
242 242 if args.range > 0:
243 243 op = voltage1.addOperation(name='selectHeights')
244 244 op.addParameter(name='minIndex', value='0', format='int')
245 245 op.addParameter(name='maxIndex', value=max_index(RMIX, sample_rate, ipp), format='int')
246 246
247 247 op = voltage1.addOperation(name='setH0')
248 248 op.addParameter(name='h0', value=H0, format='float')
249 249
250 250 op = voltage1.addOperation(name='PulsePair_vRF', optype='other')
251 251 op.addParameter(name='n', value=int(conf['usrp_tx']['repetitions_1'])/2, format='int')
252 252 if args.rmDC:
253 253 op.addParameter(name='removeDC', value=1, format='int')
254 254
255 255 proc1 = project.addProcUnit(datatype='ParametersProc', inputId=voltage1.getId())
256 256 proc1.addParameter(name='runNextUnit', value=True)
257 257
258 258 opObj10 = proc1.addOperation(name="WeatherRadar")
259 259 #opObj10.addParameter(name='CR_Flag',value=True)
260 260 opObj10.addParameter(name='tauW',value=(1e-6/sample_rate)*len(code[0]))
261 261 #opObj10.addParameter(name='Pt',value=((1e-6/sample_rate)*len(code[0])/ipp)*200)
262 262 opObj10.addParameter(name='Pt',value=200)
263
263 opObj10.addParameter(name='min_index',value=0)
264 264
265 265 op = proc1.addOperation(name='PedestalInformation')
266 266 op.addParameter(name='path', value=path_ped, format='str')
267 267 op.addParameter(name='interval', value='0.04')
268 268 op.addParameter(name='time_offset', value=time_offset)
269 269 op.addParameter(name='mode', value=args.mode)
270 270
271 271 op = proc1.addOperation(name='Block360')
272 272 op.addParameter(name='attr_data', value='data_param')
273 273 op.addParameter(name='runNextOp', value=True)
274 274
275 275
276 276 voltage2 = project.addProcUnit(datatype='VoltageProc', inputId=reader.getId())
277 277
278 278 op = voltage2.addOperation(name='ProfileSelector')
279 279 op.addParameter(name='profileRangeList', value='{},{}'.format(conf['usrp_tx']['repetitions_1'], conf['usrp_tx']['repetitions_1']+conf['usrp_tx']['repetitions_2']-1))
280 280
281 281 if conf['usrp_tx']['code_type_2']:
282 282 codes = [ c.strip() for c in conf['usrp_tx']['code_2'].split(',')]
283 283 code = []
284 284 for c in codes:
285 285 code.append([int(x) for x in c])
286 286 op = voltage2.addOperation(name='Decoder', optype='other')
287 287 op.addParameter(name='code', value=code)
288 288 op.addParameter(name='nCode', value=len(code), format='int')
289 289 op.addParameter(name='nBaud', value=len(code[0]), format='int')
290 290
291 291 op = voltage2.addOperation(name='CohInt', optype='other') #Minimo integrar 2 perfiles por ser codigo complementario
292 292 op.addParameter(name='n', value=len(code), format='int')
293 293 ncode = len(code)
294 294 else:
295 295 ncode = 1
296 296
297 297 if args.range > 0:
298 298 op = voltage2.addOperation(name='selectHeights')
299 299 op.addParameter(name='minIndex', value=max_index(RMIX, sample_rate, ipp), format='int')
300 300 op.addParameter(name='maxIndex', value=max_index(args.range, sample_rate, ipp), format='int')
301 301
302 302 op = voltage2.addOperation(name='setH0')
303 303 op.addParameter(name='h0', value=H0, format='float')
304 304
305 305 op = voltage2.addOperation(name='PulsePair_vRF', optype='other')
306 306 op.addParameter(name='n', value=int(conf['usrp_tx']['repetitions_2'])/ncode, format='int')
307 307 if args.rmDC:
308 308 op.addParameter(name='removeDC', value=1, format='int')
309 309
310 310 proc2 = project.addProcUnit(datatype='ParametersProc', inputId=voltage2.getId())
311 311 proc2.addParameter(name='runNextUnit', value=True)
312 312
313 313 opObj10 = proc2.addOperation(name="WeatherRadar")
314 314 #opObj10.addParameter(name='CR_Flag',value=True,format='bool')
315 315 opObj10.addParameter(name='tauW',value=(1e-6/sample_rate)*len(code[0]))
316 316 #opObj10.addParameter(name='Pt',value=((1e-6/sample_rate)*len(code[0])/ipp)*200)
317 317 opObj10.addParameter(name='Pt',value=200)
318 opObj10.addParameter(name='min_index',value=max_index(RMIX, sample_rate, ipp))
319
318 320
319 321
320 322 op = proc2.addOperation(name='PedestalInformation')
321 323 op.addParameter(name='path', value=path_ped, format='str')
322 324 op.addParameter(name='interval', value='0.04')
323 325 op.addParameter(name='time_offset', value=time_offset)
324 326 op.addParameter(name='mode', value=args.mode)
325 327
326 328 op = proc2.addOperation(name='Block360')
327 329 op.addParameter(name='attr_data', value='data_param')
328 330 op.addParameter(name='runNextOp', value=True)
329 331
330 332 merge = project.addProcUnit(datatype='MergeProc', inputId=[proc1.getId(), proc2.getId()])
331 333 merge.addParameter(name='attr_data', value='data_param')
332 334 merge.addParameter(name='mode', value='7') #RM
333 335
334 336
335 337 for param in parameters:
336 338
337 339 if args.plot:
338 340 op= merge.addOperation(name='WeatherParamsPlot')
339 341 if args.save:
340 342 op.addParameter(name='save', value=path_plots, format='str')
341 343 op.addParameter(name='save_period', value=-1)
342 344 op.addParameter(name='show', value=args.show)
343 345 #op.addParameter(name='channels', value='0,1')
344 346 op.addParameter(name='channels', value='0,')
345 347 op.addParameter(name='zmin', value=PARAM[param]['zmin'], format='int')
346 348 op.addParameter(name='zmax', value=PARAM[param]['zmax'], format='int')
347 349 op.addParameter(name='ymax', value=20, format='int')
348 350 op.addParameter(name='xmin', value=-50, format='int')
349 351 op.addParameter(name='xmax', value=50, format='int')
350 352 op.addParameter(name='attr_data', value=param, format='str')
351 353 op.addParameter(name='labels', value=[[PARAM[param]['label']], [PARAM[param]['label']]])
352 354 op.addParameter(name='save_code', value=param)
353 355 op.addParameter(name='cb_label', value=PARAM[param]['cb_label'])
354 356 op.addParameter(name='colormap', value=PARAM[param]['colormap'])
355 357 op.addParameter(name='bgcolor', value='black')
356 358 op.addParameter(name='localtime', value=False)
357 359 op.addParameter(name='shapes', value='./shapes')
358 360 if MASK: op.addParameter(name='mask', value=MASK, format='float')
359 361 if args.server:
360 362 op.addParameter(name='server', value='190.187.237.239:4444')
361 363 op.addParameter(name='exp_code', value='400')
362 364
363 365 desc = {
364 366 'Data': {
365 367 'data_param': {PARAM[param]['wrname']: ['H', 'V']},
366 368 'utctime': 'time'
367 369 },
368 370 'Metadata': {
369 371 'heightList': 'range',
370 372 'data_azi': 'azimuth',
371 373 'data_ele': 'elevation',
372 374 'mode_op': 'scan_type',
373 375 'h0': 'range_correction',
374 376 'dataPP_NOISE': 'noise',
375 377 }
376 378 }
377 379
378 380 if args.save:
379 381 writer = merge.addOperation(name='HDFWriter')
380 382 writer.addParameter(name='path', value=path_save, format='str')
381 383 writer.addParameter(name='Reset', value=True)
382 384 writer.addParameter(name='setType', value='weather')
383 385 writer.addParameter(name='description', value=json.dumps(desc))
384 386 writer.addParameter(name='blocksPerFile', value='1',format='int')
385 387 writer.addParameter(name='metadataList', value=','.join(META))
386 388 writer.addParameter(name='dataList', value='data_param,utctime')
387 389 writer.addParameter(name='weather_var', value=param)
388 390 writer.addParameter(name='mask', value=MASK, format='float')
389 391 writer.addParameter(name='localtime', value=False)
390 392 # meta
391 393 writer.addParameter(name='latitude', value='-12.040436')
392 394 writer.addParameter(name='longitude', value='-75.295893')
393 395 writer.addParameter(name='altitude', value='3379.2147')
394 396 writer.addParameter(name='heading', value='0')
395 397 writer.addParameter(name='radar_name', value='SOPHy')
396 398 writer.addParameter(name='institution', value='IGP')
397 399 writer.addParameter(name='contact', value='dscipion@igp.gob.pe')
398 400 writer.addParameter(name='created_by', value='Signal Chain (https://pypi.org/project/schainpy/)')
399 401 writer.addParameter(name='range_unit', value='km')
400 402 writer.addParameter(name='prf', value=1/ipp)
401 403 writer.addParameter(name='prf_unit', value='hertz')
402 404 writer.addParameter(name='variable', value=PARAM[param]['label'])
403 405 writer.addParameter(name='variable_unit', value=PARAM[param]['cb_label'])
404 406 writer.addParameter(name='n_pulses', value=n_pulses)
405 407 writer.addParameter(name='pulse1_range', value=RMIX)
406 408 writer.addParameter(name='pulse1_width', value=pulse_1_width)
407 409 writer.addParameter(name='pulse2_width', value=pulse_2_width)
408 410 writer.addParameter(name='pulse1_repetitions', value=pulse_1_repetitions)
409 411 writer.addParameter(name='pulse2_repetitions', value=pulse_2_repetitions)
410 412 writer.addParameter(name='pulse_width_unit', value='microseconds')
411 413 writer.addParameter(name='snr_threshold', value=MASK)
412 414
413 415 return project
414 416
415 417 if __name__ == '__main__':
416 418
417 419 parser = argparse.ArgumentParser(description='Script to process SOPHy data.')
418 420 parser.add_argument('experiment',
419 421 help='Experiment name')
420 422 parser.add_argument('--parameters', nargs='*', default=['S'],
421 423 help='Variables to process: P, Z, V')
422 424 parser.add_argument('--time_offset', default=0,
423 425 help='Fix time offset')
424 426 parser.add_argument('--range', default=0, type=float,
425 427 help='Max range to plot')
426 428 parser.add_argument('--save', action='store_true',
427 429 help='Create output files')
428 430 parser.add_argument('--plot', action='store_true',
429 431 help='Create plot files')
430 432 parser.add_argument('--show', action='store_true',
431 433 help='Show matplotlib plot.')
432 434 parser.add_argument('--online', action='store_true',
433 435 help='Set online mode.')
434 436 parser.add_argument('--server', action='store_true',
435 437 help='Send to realtime')
436 438 parser.add_argument('--start_time', default='',
437 439 help='Set start time.')
438 440 parser.add_argument('--end_time', default='',
439 441 help='Set end time.')
440 442 parser.add_argument('--label', default='',
441 443 help='Label for plot & param folder')
442 444 parser.add_argument('--mode', default=None,
443 445 help='Type of scan')
444 446 parser.add_argument('--rmDC', action='store_true',
445 447 help='Apply remove DC.')
446 448 args = parser.parse_args()
447 449
448 450 project = main(args)
449 451 project.start()
450 452
451 453 #python sophy_A.py HYO_CC4_CC64_COMB@2022-12-27T00-00-32 --parameters Z --plot --save --show --rmDC --label Z_04 --start_time "22:00:00"
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