dvc.lock

concat:
  cmd: python stages/concat.py
  deps:
  - path: data/initial_features/
    md5: 679eb84ea41c68eb569ba423abb985c3.dir
    size: 407845450
    nfiles: 6
  - path: stages/concat.py
    md5: 88073880db3dfec6fe17e86bd07e9df1
    size: 681
  params:
    params.yaml:
      development: true
  outs:
  - path: data/raw.csv
    md5: 6f712a198164758807f284642163850a
    size: 3929790
smooth:
  cmd: python stages/smooth.py
  deps:
  - path: data/raw.csv
    md5: b1122f92e1709606c511a0d56c226d1d
    size: 8838354
  - path: stages/smooth.py
    md5: 3ecd835bb2e963717119f915e09d198a
    size: 609
  params:
    params.yaml:
      smoothing:
        window: 601
        polyorder: 3
        wrap_mode: nearest
  outs:
  - path: data/smoothed.csv
    md5: ddf3499b776a0d4816a979f5a616657d
    size: 8943055
peaks:
  cmd: python stages/peaks.py
  deps:
  - path: data/smoothed.csv
    md5: 89715499ee4d2cf5fb98e11626aee0b1
    size: 6828309
  - path: stages/peaks.py
    md5: 39bc7c613cf054d310e52df63c04b890
    size: 516
  params:
    params.yaml:
      peak_finding:
        prominence: 5
  outs:
  - path: data/peaks.csv
    md5: e93f7129274ca3ed406c449c3213543f
    size: 70410
cycle_labeling:
  cmd: python stages/cycle_labeler.py
  deps:
  - path: data/raw.csv
    md5: b1122f92e1709606c511a0d56c226d1d
    size: 8838354
  - path: data/smoothed.csv
    md5: ddf3499b776a0d4816a979f5a616657d
    size: 8943055
  - path: stages/cycle_labeler.py
    md5: 9473df8fd6d929ce1828faa74c90f6df
    size: 1130
  params:
    params.yaml:
      cycle_labeling:
        peak_prominence: 0.2
  outs:
  - path: data/raw_cycle_labeled.csv
    md5: 37410ce96cebbb0217e103d5ce9be79f
    size: 9080870
  - path: data/smooth_cycle_labeled.csv
    md5: e7ff77585bd852db5321de31a90723dc
    size: 9164951
assemble_dataset:
  cmd: python stages/concat_and_normalize.py
  deps:
  - path: data/initial_features/
    md5: 679eb84ea41c68eb569ba423abb985c3.dir
    size: 407845450
    nfiles: 6
  - path: stages/concat_and_normalize.py
    md5: ca3cd0640ae698d339d0c14d2167e3f9
    size: 1643
  params:
    params.yaml:
      development: true
  outs:
  - path: data/raw.csv
    md5: b1122f92e1709606c511a0d56c226d1d
    size: 8838354
  - path: models/preprocessors
    md5: 2e3ef8afb57d754d8eebed36ea3e701a.dir
    size: 1203
    nfiles: 3