dvc.lock

schema: '2.0'
stages:
  get_data:
    cmd: python src/full_pipe/get_data.py
    deps:
    - path: src/full_pipe/get_data.py
      md5: fb2b1aff945e9ff20e602641f9516846
      size: 314
    outs:
    - path: data/03_part/raw/SeoulBikeData.csv
      md5: 4ec879231f9c38e97dd87049bdb61c18
      size: 604166
  prepare:
    cmd: python src/full_pipe/prepare.py data/03_part/raw/SeoulBikeData.csv
    deps:
    - path: data/03_part/raw/SeoulBikeData.csv
      md5: 4ec879231f9c38e97dd87049bdb61c18
      size: 604166
    - path: src/full_pipe/prepare.py
      md5: 6054d7cc359fd9a55412c69eee002bbf
      size: 1884
    outs:
    - path: data/03_part/processed/test.csv
      md5: c3ca17165261e8f7c774830679fb214a
      size: 293728
    - path: data/03_part/processed/train.csv
      md5: e93c2fcb71acde3a12bd1ef5760b4c68
      size: 678953
  train:
    cmd: python src/full_pipe/train.py data/03_part/processed/train.csv
    deps:
    - path: data/03_part/processed/train.csv
      md5: e93c2fcb71acde3a12bd1ef5760b4c68
      size: 678953
    - path: src/full_pipe/train.py
      md5: ed7139c967096de362f1d3768c6179af
      size: 405
    outs:
    - path: models/rf_model.pkl
      md5: 48bca0ec1e9eb7e8fab33b907d1f32bb
      size: 117064
  evaluate:
    cmd: python src/full_pipe/evaluate.py models/rf_model.pkl data/03_part/processed
    deps:
    - path: data/03_part/processed
      md5: cc21e308fdc645547b60cb932463db5b.dir
      size: 972702
      nfiles: 3
    - path: models/rf_model.pkl
      md5: 48bca0ec1e9eb7e8fab33b907d1f32bb
      size: 117064
    - path: src/full_pipe/evaluate.py
      md5: 4341984866fbd362b3622cbea48ccb44
      size: 698
    outs:
    - path: metrics/metrics.json
      md5: 43831c8aae492345dbeda624993142b7
      size: 96