config_mki.yaml

task: MKI
preprocessing:
  db_type: json
  time_interval:
    - '2017-05-01 00:00:00.000'
    - '2017-06-01 00:00:00.000'
  logbook: logbook_B1.csv
  queries: {
    ipoc: 'IPOC_MKI\.(\w|\d){4}\.IPOC\.(\w|\d){3}_first\((\w|\d)*,false\)',
    state: '(\w|\d){4}_MKI\.(\w|\d){4}\.(\w|\d){3}_first\(state,false\)',
    controller: '(\w|\d){4}_MKI\.(\w|\d){4}\.(\w|\d){2}\.CONTROLLER_first\((\w|\d)*,false\)',
    continuous: 'SCSS_MKI.UA(\w|\d)*.GEN_first\((\w|\d)*,(\w|\d)*\)',
    beam_intensity: 'BEAM_LHC\.BCTFR\.A6R4\.B1_first\(wholeBeamIntensity,false\)',
    bunch_length: 'BUNCH_BQMLHC1_first\(bunchLengths,false\)'
    }
features:
  timestamps:
    - "MKI.UA23.IPOC.AB1"
    - AnalyserResults
  systems:
    IPOC:
      - "MKI.UA%.IPOC.%B_"
      - "AnalyserResults"
    SCSS:
      - "MKI.UA%.GEN"
      - "%"
    BEAM:
      - "LHC.BCTFR.A6R4.B_"
      - Acquisition
    BUNCH:
      - "BQMLHC_"
      - AcquisitionResults
    KITS:
      - "MKI.UA%.F3.CONTROLLER"
      - Logging
  drop_columns:
    IPOC:
      - __record_timestamp__
      - acquisitionStamp
      - __record_version__
    SCSS:
      - __record_timestamp__
      - acquisitionStamp
      - __record_version__
    BEAM:
      - __record_timestamp__
      - acquisitionStamp
      - __record_version__
    BUNCH:
      - __record_timestamp__
      - acquisitionStamp
      - __record_version__
      # below arrays with dim 3564, do not contain any useful info for this model
      - bunchMeans
      - bunchIntensities
      - bunchLengths
      - bunchPeaks
  fourier:
    IPOC:
    SCSS:
postprocess:
  label_id: 'Event_ID'
  label_date: 'EVENTDATE'
  labels_to_use:
    - 'EVENT_ID'
    - 'EVENTDATE'
    - 'TAG'
    - 'BEAM'

mki_parameters: