schain Files · schainpy/scripts/amisr_esf_proc_offline_v3.py

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             amisr_esf_proc_offline_v3.py
        
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        joabAM
    
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      #!/usr/bin/env python

      import os, sys

      import time

      import datetime

      '''

          ESF 10 BEAM OFFLINE

      '''

      path = os.path.dirname(os.getcwd())

      path = os.path.dirname(path)

      sys.path.insert(0, path)

      from schainpy.controller import Project

      def main():

          desc = "AMISR ESF 10 Beam Experiment"

          filename = "amisr_esf_reader.xml"

          #path = os.path.join(os.environ['HOME'],'amisr')

          inPath = '/mnt/data_amisr'

          inPath= '/home/soporte/dataAMISR/'

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          inPath= '/media/soporte/DATA/dataAMISR/'

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          outPath = '/home/soporte/Data/ESF'

          remotefolder = "/home/wmaster/graficos"

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          xmin = '18'

          xmax = '31'

          xrange = int(xmax)-int(xmin)

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          dbmin = '60' #'60'#'55' #'40' #noise  esf  eej

          dbmax = '75' #'70' #'55'

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          showSPC = '1' #view plot Spectra

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          showRTI = '0' #view plot RTI

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          showNOISE = '1' #view plot NOISE

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          # # code = '1,1,-1,1,1,-1,1,-1,-1,1,-1,-1,-1,1,-1,-1,-1,1,-1,-1,-1,1,1,1,1,-1,-1,-1'

          # # code = '1,1,0,1,1,0,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,1,1,1,1,0,0,0'

          code = '1,-1,-1,-1,1,1,1,1,-1,-1,-1,1,-1,-1,-1,1,-1,-1,-1,1,-1,-1,1,-1,1,1,-1,1'

          nCode = '1'

          nBaud = '28'

          nosamp = '2' # oversample

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          localtime='1' #para ajustar el horario en las gráficas '0' para dejar en utc

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          str0 = datetime.date.today()

          str1 = str0 + datetime.timedelta(days=1)

          str2 = str0 - datetime.timedelta(days=1)

          today = str0.strftime("%Y/%m/%d")

          tomorrow = str1.strftime("%Y/%m/%d")

          yesterday = str2.strftime("%Y/%m/%d")

          startDate=yesterday

          endDate=today

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          startDate='2019/12/17'

          endDate='2019/12/18'

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          ##.......................................................................................

          ##.......................................................................................

          l = startDate.split('/')                        #adding day of the year to outPath

          datelist = datetime.date(int(l[0]),int(l[1]),int(l[2]))

          DOY = datelist.timetuple().tm_yday

          outPath= outPath+"/ESF"+l[0]+str(DOY)

          if os.path.exists(outPath):

              print("outPath", outPath)

          else :

              os.mkdir(outPath)

              print("Creating...", outPath)

          ##.......................................................................................

          ##.......................................................................................

          controllerObj = Project()

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          controllerObj.setup(id = '20', name='esf_proc', description=desc)

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          ##.......................................................................................

          ##.......................................................................................

          readUnitConfObj = controllerObj.addReadUnit(datatype='AMISRReader',

                                                      path=inPath,

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                                                      startDate=startDate,#startDate,#'2016/07/12',

                                                      endDate=endDate,#endDate,#'2016/07/13',

                                                      startTime='23:40:30',#'07:00:00',

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                                                      endTime='07:00:00',#'15:00:00',

                                                      walk=0,

                                                      code = code,

                                                      nCode = nCode,

                                                      nBaud = nBaud,

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                                                      timezone='lt',

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                                                      online=0)

          #AMISR Processing Unit

          ##.......................................................................................

          ##.......................................................................................

          #Voltage Processing Unit

          procUnitConfObjBeam0 = controllerObj.addProcUnit(datatype='VoltageProc', inputId=readUnitConfObj.getId())

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          opObj10 = procUnitConfObjBeam0.addOperation(name='setAttribute')

          opObj10.addParameter(name='frequency', value='445.09e6')

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          '''

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          #Noise--> no code

          opObj11 = procUnitConfObjBeam0.addOperation(name='Decoder', optype='other')

          opObj11.addParameter(name='code', value=code, format='floatlist')

          opObj11.addParameter(name='nCode', value=nCode, format='int')

          opObj11.addParameter(name='nBaud', value=nBaud, format='int')

          opObj11.addParameter(name='osamp', value=nosamp, format='int')

          # opObj12 = procUnitConfObjBeam0.addOperation(name='selectHeights')

          # opObj12.addParameter(name='minHei', value='50', format='float')

          # opObj12.addParameter(name='maxHei', value='150', format='float')

          # #Coherent Integration

          # opObj11 = procUnitConfObjBeam0.addOperation(name='CohInt', optype='other')

          # opObj11.addParameter(name='n', value='2', format='int')

          ##.......................................................................................

          ##.......................................................................................

          #Spectra Unit Processing, getting spectras with nProfiles and nFFTPoints

          procUnitConfObjSpectraBeam0 = controllerObj.addProcUnit(datatype='SpectraProc', inputId=procUnitConfObjBeam0.getId())

          procUnitConfObjSpectraBeam0.addParameter(name='nFFTPoints', value=16, format='int')

          #

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          opObj11 =  procUnitConfObjSpectraBeam0.addOperation(name='IncohInt', optype='other')

          opObj11.addParameter(name='n', value='260', format='int')

          #opObj11.addParameter(name='timeInterval', value='30', format='int')

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          #

          #

          # # # #RemoveDc

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          #opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='removeDC')

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          #

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          # ##Noise Estimation   #so reconoce nueva version

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          # opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='getNoise', optype='self')

          # opObj11.addParameter(name='minHei', value='100', format='int')

          # opObj11.addParameter(name='maxHei', value='280', format='int')

          # #opObj11.addParameter(name='minHei', value='15', format='int')

          # #opObj11.addParameter(name='maxHei', value='20', format='int')

          #---

          # opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='selectChannels')

          # opObj11.addParameter(name='channelList', value='7,8,9', format='intlist')

          ##.......................................................................................

          ##.......................................................................................

          #SpectraPlot

          opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='SpectraPlot', optype='external')

          opObj11.addParameter(name='id', value='1', format='int')

          opObj11.addParameter(name='wintitle', value='ESF AMISR', format='str')

          opObj11.addParameter(name='showprofile', value='1', format='int')

          opObj11.addParameter(name='zmin', value=dbmin, format='int')

          opObj11.addParameter(name='zmax', value=dbmax, format='int')

          opObj11.addParameter(name='save', value=outPath+'/plots', format='str')

          opObj11.addParameter(name='ftp', value='1', format='int')

          # opObj11.addParameter(name='wr_period', value='2', format='int')

          # opObj11.addParameter(name='exp_code', value='21', format='int')

          # opObj11.addParameter(name='sub_exp_code', value='4', format='int')

          # opObj11.addParameter(name='ftp_wei', value='0', format='int')

          # opObj11.addParameter(name='plot_pos', value='0', format='int')

          opObj11.addParameter(name='localtime', value=localtime,format='int')

          opObj11.addParameter(name='show', value = showSPC, format='int')

          #RTIPlot

          #title0 = 'RTI AMISR Beam 0'

          opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='RTIPlot', optype='external')

          opObj11.addParameter(name='id', value='2', format='int')

          opObj11.addParameter(name='wintitle', value='ESF AMISR', format='str')

          opObj11.addParameter(name='showprofile', value='0', format='int')

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          opObj11.addParameter(name='tmin', value=xmin, format='int')

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          opObj11.addParameter(name='xrange', value=xrange, format='int')

          opObj11.addParameter(name='zmin', value=dbmin, format='int')

          opObj11.addParameter(name='zmax', value=dbmax, format='int')

          opObj11.addParameter(name='save', value=outPath+'/plots', format='str')

          opObj11.addParameter(name='ftp', value='1', format='int')

          opObj11.addParameter(name='wr_period', value='2', format='int')

          # opObj11.addParameter(name='exp_code', value='21', format='int')

          # opObj11.addParameter(name='sub_exp_code', value='4', format='int')

          # opObj11.addParameter(name='ftp_wei', value='0', format='int')

          # opObj11.addParameter(name='plot_pos', value='0', format='int')

          opObj11.addParameter(name='localtime', value=localtime,format='int')

          opObj11.addParameter(name='show', value = showRTI, format='int')

          # # #

          # #Noise

          #title0 = 'RTI AMISR Beam 0'

          opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='NoisePlot', optype='external')

          opObj11.addParameter(name='id', value='3', format='int')

          opObj11.addParameter(name='wintitle', value='ESF AMISR', format='str')

          opObj11.addParameter(name='showprofile', value='0', format='int')

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          opObj11.addParameter(name='tmin', value=xmin, format='int')

          opObj11.addParameter(name='xrange', value=xrange, format='int')

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          #opObj11.addParameter(name='ymin', value=dbmin, format='int')

          #opObj11.addParameter(name='ymax', value=dbmax, format='int')

          opObj11.addParameter(name='save', value=outPath+'/plots', format='str')

          opObj11.addParameter(name='show', value = showNOISE, format='int')

          opObj11.addParameter(name='localtime', value=localtime,format='int')

          #Generate *.pdata from AMISR data

          opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='SpectraWriter', optype='external')

          opObj11.addParameter(name='path', value=outPath)

          opObj11.addParameter(name='blocksPerFile', value='10', format='int')

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          '''

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          ##.......................................................................................

          ##.......................................................................................

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          # #generate moments

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          # procUnitConfObj2 = controllerObj.addProcUnit(datatype='ParametersProc', inputId=procUnitConfObjSpectraBeam0.getId())

          # opObj20 = procUnitConfObj2.addOperation(name='SpectralMoments', optype='other')

          #

          # opObj12 = procUnitConfObj2.addOperation(name='ParamWriter', optype='external')

          # opObj12.addParameter(name='path', value=outPath)

          # opObj12.addParameter(name='blocksPerFile', value='10', format='int')

          # opObj12.addParameter(name='metadataList',value='type,inputUnit,heightList',format='list')

          # opObj12.addParameter(name='dataList',value='moments,data_SNR,utctime',format='list')

          # opObj12.addParameter(name='mode',value='1',format='int')

          #

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          #

          # ----

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          # print "Escribiendo el archivo XML"

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          # controllerObj.writeXml(outPath+"/"filename)

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          controllerObj.start()

          # print "Leyendo el archivo XML"

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          # controllerObj.readXml(outPath+"/"filename)

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      if __name__ == '__main__':

          import time

          start_time = time.time()

          main()

          print("--- %s seconds ---" % (time.time() - start_time))

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joabAM merged branches	r1370	#!/usr/bin/env python
		import os, sys
		import time
		import datetime

		'''
		ESF 10 BEAM OFFLINE
		'''
		path = os.path.dirname(os.getcwd())
		path = os.path.dirname(path)
		sys.path.insert(0, path)

		from schainpy.controller import Project


		def main():
		desc = "AMISR ESF 10 Beam Experiment"

		filename = "amisr_esf_reader.xml"



		#path = os.path.join(os.environ['HOME'],'amisr')
		inPath = '/mnt/data_amisr'
		inPath= '/home/soporte/dataAMISR/'
joabAM f_	r1374	inPath= '/media/soporte/DATA/dataAMISR/'

joabAM merged branches	r1370	outPath = '/home/soporte/Data/ESF'
		remotefolder = "/home/wmaster/graficos"
joabAM f_	r1374	xmin = '18'
		xmax = '31'
		xrange = int(xmax)-int(xmin)
joabAM merged branches	r1370	dbmin = '60' #'60'#'55' #'40' #noise esf eej
		dbmax = '75' #'70' #'55'
joabAM f_	r1374	showSPC = '1' #view plot Spectra
joabAM merged branches	r1370	showRTI = '0' #view plot RTI
joabAM f_	r1374	showNOISE = '1' #view plot NOISE
joabAM merged branches	r1370	# # code = '1,1,-1,1,1,-1,1,-1,-1,1,-1,-1,-1,1,-1,-1,-1,1,-1,-1,-1,1,1,1,1,-1,-1,-1'
		# # code = '1,1,0,1,1,0,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,1,1,1,1,0,0,0'
		code = '1,-1,-1,-1,1,1,1,1,-1,-1,-1,1,-1,-1,-1,1,-1,-1,-1,1,-1,-1,1,-1,1,1,-1,1'
		nCode = '1'
		nBaud = '28'
		nosamp = '2' # oversample
joabAM f_	r1374	localtime='1' #para ajustar el horario en las gráficas '0' para dejar en utc
joabAM merged branches	r1370
		str0 = datetime.date.today()
		str1 = str0 + datetime.timedelta(days=1)
		str2 = str0 - datetime.timedelta(days=1)
		today = str0.strftime("%Y/%m/%d")
		tomorrow = str1.strftime("%Y/%m/%d")
		yesterday = str2.strftime("%Y/%m/%d")

		startDate=yesterday
		endDate=today

joabAM f_	r1374	startDate='2019/12/17'
		endDate='2019/12/18'
joabAM merged branches	r1370	##.......................................................................................
		##.......................................................................................
		l = startDate.split('/') #adding day of the year to outPath
		datelist = datetime.date(int(l[0]),int(l[1]),int(l[2]))
		DOY = datelist.timetuple().tm_yday
		outPath= outPath+"/ESF"+l[0]+str(DOY)
		if os.path.exists(outPath):
		print("outPath", outPath)
		else :
		os.mkdir(outPath)
		print("Creating...", outPath)
		##.......................................................................................
		##.......................................................................................

		controllerObj = Project()
joabAM f_	r1374	controllerObj.setup(id = '20', name='esf_proc', description=desc)
joabAM merged branches	r1370	##.......................................................................................
		##.......................................................................................

		readUnitConfObj = controllerObj.addReadUnit(datatype='AMISRReader',
		path=inPath,
joabAM f_	r1374	startDate=startDate,#startDate,#'2016/07/12',
		endDate=endDate,#endDate,#'2016/07/13',
		startTime='23:40:30',#'07:00:00',
joabAM merged branches	r1370	endTime='07:00:00',#'15:00:00',
		walk=0,
		code = code,
		nCode = nCode,
		nBaud = nBaud,
joabAM f_	r1374	timezone='lt',
joabAM merged branches	r1370	online=0)

		#AMISR Processing Unit
		##.......................................................................................
		##.......................................................................................

		#Voltage Processing Unit
		procUnitConfObjBeam0 = controllerObj.addProcUnit(datatype='VoltageProc', inputId=readUnitConfObj.getId())
joabAM f_	r1374	opObj10 = procUnitConfObjBeam0.addOperation(name='setAttribute')
		opObj10.addParameter(name='frequency', value='445.09e6')
joabAM merged branches	r1370
joabAM f_	r1374	'''
joabAM merged branches	r1370	#Noise--> no code

		opObj11 = procUnitConfObjBeam0.addOperation(name='Decoder', optype='other')
		opObj11.addParameter(name='code', value=code, format='floatlist')
		opObj11.addParameter(name='nCode', value=nCode, format='int')
		opObj11.addParameter(name='nBaud', value=nBaud, format='int')
		opObj11.addParameter(name='osamp', value=nosamp, format='int')


		# opObj12 = procUnitConfObjBeam0.addOperation(name='selectHeights')
		# opObj12.addParameter(name='minHei', value='50', format='float')
		# opObj12.addParameter(name='maxHei', value='150', format='float')

		# #Coherent Integration
		# opObj11 = procUnitConfObjBeam0.addOperation(name='CohInt', optype='other')
		# opObj11.addParameter(name='n', value='2', format='int')

		##.......................................................................................
		##.......................................................................................

		#Spectra Unit Processing, getting spectras with nProfiles and nFFTPoints
		procUnitConfObjSpectraBeam0 = controllerObj.addProcUnit(datatype='SpectraProc', inputId=procUnitConfObjBeam0.getId())
		procUnitConfObjSpectraBeam0.addParameter(name='nFFTPoints', value=16, format='int')
		#
joabAM f_	r1374	opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='IncohInt', optype='other')
		opObj11.addParameter(name='n', value='260', format='int')
		#opObj11.addParameter(name='timeInterval', value='30', format='int')
joabAM merged branches	r1370	#
		#
		# # # #RemoveDc
joabAM f_	r1374	#opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='removeDC')
joabAM merged branches	r1370	#
joabAM f_	r1374	# ##Noise Estimation #so reconoce nueva version
joabAM merged branches	r1370	# opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='getNoise', optype='self')
		# opObj11.addParameter(name='minHei', value='100', format='int')
		# opObj11.addParameter(name='maxHei', value='280', format='int')
		# #opObj11.addParameter(name='minHei', value='15', format='int')
		# #opObj11.addParameter(name='maxHei', value='20', format='int')

		#---
		# opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='selectChannels')
		# opObj11.addParameter(name='channelList', value='7,8,9', format='intlist')

		##.......................................................................................
		##.......................................................................................

		#SpectraPlot
		opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='SpectraPlot', optype='external')
		opObj11.addParameter(name='id', value='1', format='int')
		opObj11.addParameter(name='wintitle', value='ESF AMISR', format='str')
		opObj11.addParameter(name='showprofile', value='1', format='int')
		opObj11.addParameter(name='zmin', value=dbmin, format='int')
		opObj11.addParameter(name='zmax', value=dbmax, format='int')
		opObj11.addParameter(name='save', value=outPath+'/plots', format='str')
		opObj11.addParameter(name='ftp', value='1', format='int')
		# opObj11.addParameter(name='wr_period', value='2', format='int')
		# opObj11.addParameter(name='exp_code', value='21', format='int')
		# opObj11.addParameter(name='sub_exp_code', value='4', format='int')
		# opObj11.addParameter(name='ftp_wei', value='0', format='int')
		# opObj11.addParameter(name='plot_pos', value='0', format='int')
		opObj11.addParameter(name='localtime', value=localtime,format='int')
		opObj11.addParameter(name='show', value = showSPC, format='int')

		#RTIPlot
		#title0 = 'RTI AMISR Beam 0'
		opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='RTIPlot', optype='external')
		opObj11.addParameter(name='id', value='2', format='int')
		opObj11.addParameter(name='wintitle', value='ESF AMISR', format='str')
		opObj11.addParameter(name='showprofile', value='0', format='int')
joabAM f_	r1374	opObj11.addParameter(name='tmin', value=xmin, format='int')
joabAM merged branches	r1370	opObj11.addParameter(name='xrange', value=xrange, format='int')
		opObj11.addParameter(name='zmin', value=dbmin, format='int')
		opObj11.addParameter(name='zmax', value=dbmax, format='int')
		opObj11.addParameter(name='save', value=outPath+'/plots', format='str')
		opObj11.addParameter(name='ftp', value='1', format='int')
		opObj11.addParameter(name='wr_period', value='2', format='int')
		# opObj11.addParameter(name='exp_code', value='21', format='int')
		# opObj11.addParameter(name='sub_exp_code', value='4', format='int')
		# opObj11.addParameter(name='ftp_wei', value='0', format='int')
		# opObj11.addParameter(name='plot_pos', value='0', format='int')
		opObj11.addParameter(name='localtime', value=localtime,format='int')
		opObj11.addParameter(name='show', value = showRTI, format='int')


		# # #
		# #Noise
		#title0 = 'RTI AMISR Beam 0'
		opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='NoisePlot', optype='external')
		opObj11.addParameter(name='id', value='3', format='int')
		opObj11.addParameter(name='wintitle', value='ESF AMISR', format='str')
		opObj11.addParameter(name='showprofile', value='0', format='int')
joabAM f_	r1374	opObj11.addParameter(name='tmin', value=xmin, format='int')
		opObj11.addParameter(name='xrange', value=xrange, format='int')
joabAM merged branches	r1370	#opObj11.addParameter(name='ymin', value=dbmin, format='int')
		#opObj11.addParameter(name='ymax', value=dbmax, format='int')
		opObj11.addParameter(name='save', value=outPath+'/plots', format='str')
		opObj11.addParameter(name='show', value = showNOISE, format='int')
		opObj11.addParameter(name='localtime', value=localtime,format='int')

		#Generate *.pdata from AMISR data
		opObj11 = procUnitConfObjSpectraBeam0.addOperation(name='SpectraWriter', optype='external')
		opObj11.addParameter(name='path', value=outPath)
		opObj11.addParameter(name='blocksPerFile', value='10', format='int')
joabAM f_	r1374	'''
joabAM merged branches	r1370	##.......................................................................................
		##.......................................................................................

joabAM f_	r1374	# #generate moments
joabAM merged branches	r1370	# procUnitConfObj2 = controllerObj.addProcUnit(datatype='ParametersProc', inputId=procUnitConfObjSpectraBeam0.getId())
		# opObj20 = procUnitConfObj2.addOperation(name='SpectralMoments', optype='other')
		#
		# opObj12 = procUnitConfObj2.addOperation(name='ParamWriter', optype='external')
		# opObj12.addParameter(name='path', value=outPath)
		# opObj12.addParameter(name='blocksPerFile', value='10', format='int')
		# opObj12.addParameter(name='metadataList',value='type,inputUnit,heightList',format='list')
		# opObj12.addParameter(name='dataList',value='moments,data_SNR,utctime',format='list')
		# opObj12.addParameter(name='mode',value='1',format='int')
		#
joabAM f_	r1374	#
		# ----
joabAM merged branches	r1370

		# print "Escribiendo el archivo XML"
joabAM f_	r1374	# controllerObj.writeXml(outPath+"/"filename)
joabAM merged branches	r1370	controllerObj.start()
		# print "Leyendo el archivo XML"
joabAM f_	r1374	# controllerObj.readXml(outPath+"/"filename)
joabAM merged branches	r1370
		if __name__ == '__main__':
		import time
		start_time = time.time()
		main()
		print("--- %s seconds ---" % (time.time() - start_time))