iceberg_dataprep_sequences.fcl

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# iceberg_dataprep_sequences.fcl
#
# David Adams
# March 2021
#
# Dataprep sequences.
#
# Standard sequences for reconxtruction of Iceberg data are defined here.
#
# Example of use selecting Iceberg 5 reconstruction through mitigatio:
#
#   data.dataprep_tools: []
#   data.dataprep_seqs: @local::data.ib5_datprep_seqs
#   data.dataprep_tools: @local::data.dataprep_seqs.calib_mit
#   physics.services.RawDigitPrepService.ToolNames: @local::data.dataprep_tools

###################################################################################
# Iceberg 3.
###################################################################################

# No calibration, no noise removal.
data.ib3_dataprep_seqs.nocal_tail: [
  "digitReader",
  "ibrun3_sticky_codes_ped",
  "ib3_adcPedestalFit",
  "adcSampleFiller",
  "ib_adcMitigate"
  #"adcCorrectUndershootAdc"     # correct undershoot
]

# Charge calibration; no mitigation or tail or noise removal.
data.ib3_dataprep_seqs.calib_only: [
  "digitReader",                # Read RawDigit
  "ibrun3_sticky_codes_ped",    # Read in sticky codes
  "ib3_adcPedestalFit",          # Find pedestal
  "ib3SampleCalibration"        # Subtract pedestal and apply charge calibration
]

# Charge calibration and mitigation, no tail or noise removal.
data.ib3_dataprep_seqs.calib_mit: [
  @sequence::data.ib3_dataprep_seqs.calib_only
  , "ib_adcMitigate"           # Mitigate sticky codes
  #,"pdsp_timingMitigate"         # Mitigate FEMB302 timing
]

# Charge calibration, mitigation, tail removal, no noise removal.
data.ib3_dataprep_seqs.calib_tail: [
  @sequence::data.ib3_dataprep_seqs.calib_mit
  , "ib3TailRemovalKe"      # correct undershoot
]

# Charge calibration, noise removal.
data.ib3_dataprep_seqs.calib_noiserem: [
  @sequence::data.ib3_dataprep_seqs.calib_tail
  , "ibNoiseRemovalKe"         # Remove coherent noise
]

# Drop ROIs, scale back to ADC and zero bad/noisy channels for wirecell processing.
data.ib3_dataprep_seqs.wirecell: [
  @sequence::data.ib3_dataprep_seqs.calib_noiserem
  , "adcKeepAllSignalFinder"     # Keep all signal (no ROIs)
  , "adcScaleKeToAdc"            # Scale samples to nominal ADC counts
  , "pdsp_RemoveBadChannels"     # Set bad channels to 0 ADC
]

###################################################################################
# Iceberg 4.
###################################################################################

# No calibration, no noise removal.
data.ib4_dataprep_seqs.nocal_tail: [
  "digitReader",
  "ib3_adcPedestalFit",
  "adcSampleFiller",
  "ib_adcMitigate"
  #"adcCorrectUndershootAdc"     # correct undershoot
]

# Charge calibration; no mitigation or tail or noise removal.
data.ib4_dataprep_seqs.calib_only: [
  "digitReader",                # Read RawDigit
  "ib4_adcPedestalFit",         # Find pedestal
  "ib4SampleCalibration"        # Subtract pedestal and apply charge calibration
]

# Charge calibration, mitigation, tail removal, no noise removal.
data.ib4_dataprep_seqs.calib_tailonly: [
  @sequence::data.ib4_dataprep_seqs.calib_only
  , "ib3TailRemovalKe"      # correct undershoot
]

# Charge calibration, mitigation, tail+ped removal, no noise removal.
data.ib4_dataprep_seqs.calib_tailped: [
  @sequence::data.ib4_dataprep_seqs.calib_only
  , "ib4TailPedRemovalZKe"   # Remove collection tail and linear pedestal
  , "ib4PedRemovalIKe"       # Remove induction linear pedestal
]

# Charge calibration, noise removal.
data.ib4_dataprep_seqs.calib_noiserem: [
  @sequence::data.ib4_dataprep_seqs.calib_tailped
  , "ibNoiseRemovalKe"         # Remove coherent noise
]

# Drop ROIs, scale back to ADC and zero bad/noisy channels for wirecell processing.
data.ib4_dataprep_seqs.wirecell: [
  @sequence::data.ib4_dataprep_seqs.calib_noiserem
  , "adcKeepAllSignalFinder"     # Keep all signal (no ROIs)
  , "adcScaleKeToAdc"            # Scale samples to nominal ADC counts
  , "pdsp_RemoveBadChannels"     # Set bad channels to 0 ADC
]

###################################################################################
# Iceberg 5.
###################################################################################

# No calibration, no noise removal.
data.ib5_dataprep_seqs.nocal: [
  "digitReader",
  "ib5_adcPedestalFit",
  "adcSampleFiller"
]

# Charge calibration; no mitigation or tail or noise removal.
data.ib5_dataprep_seqs.calib_only: [
  "digitReader",                # Read RawDigit
  "ib5_adcPedestalFit",         # Find pedestal
  "ib5SampleCalibration"        # Subtract pedestal and apply charge calibration
]

# Charge calibration, mitigation, ped removal, no noise removal.
# A conditions-based tools.ib5PedRemoval is defined in iceberg_datatprep_tools.fcl.
data.ib5_dataprep_seqs.calib_ped: [
  @sequence::data.ib5_dataprep_seqs.calib_only
  , "ib5PedRemoval"      # re-evaluate pedestal
]

# Charge calibration, noise removal.
data.ib5_dataprep_seqs.calib_noiserem: [
  @sequence::data.ib5_dataprep_seqs.calib_only
  , "ibNoiseRemovalKe"         # Remove coherent noise
]

# Charge calibration, ped removal, noise removal.
data.ib5_dataprep_seqs.calib_ped_noiserem: [
  @sequence::data.ib5_dataprep_seqs.calib_ped
  , "ibNoiseRemovalKe"         # Remove coherent noise
]

# Drop ROIs, scale back to ADC and zero bad/noisy channels for wirecell processing.
# DLA 2021-03-21: No tail or noise removal for now.
data.ib5_dataprep_seqs.wirecell: [
  @sequence::data.ib5_dataprep_seqs.calib_only
  , "adcKeepAllSignalFinder"     # Keep all signal (no ROIs)
  , "adcScaleKeToAdc"            # Scale samples to nominal ADC counts
  , "pdsp_RemoveBadChannels"     # Set bad channels to 0 ADC
]

###################################################################################