dvc.lock

schema: '2.0'
stages:
  data_collection:
    cmd: python src/data/data_collection.py
    deps:
    - path: src/data/data_collection.py
      hash: md5
      md5: e914305149c2f87fb265ea15344e6794
      size: 2459
    params:
      params.yaml:
        data_collection.test_size: 0.22
    outs:
    - path: data/raw
      hash: md5
      md5: fd1e1df714da4cd365e226ebe1032979.dir
      size: 522262
      nfiles: 2
  pre_processing:
    cmd: python src/data/data_prep.py
    deps:
    - path: data/raw
      hash: md5
      md5: fd1e1df714da4cd365e226ebe1032979.dir
      size: 522262
      nfiles: 2
    - path: src/data/data_prep.py
      hash: md5
      md5: 0a335c7468c35310cc0b9ac113b67514
      size: 2171
    outs:
    - path: data/processed
      hash: md5
      md5: 0567e0568733dfffc15633922e27c0c6.dir
      size: 546264
      nfiles: 2
  model_building:
    cmd: python src/model/model_building.py
    deps:
    - path: data/processed
      hash: md5
      md5: 0567e0568733dfffc15633922e27c0c6.dir
      size: 546264
      nfiles: 2
    - path: src/model/model_building.py
      hash: md5
      md5: 3187055b645a295e46e9f0901ec16b4a
      size: 2998
    params:
      params.yaml:
        model_building.n_estimators: 142
    outs:
    - path: models/model.pkl
      hash: md5
      md5: 3ef4e0af6bb3572110e8aaa2f3be27d3
      size: 10222059
  model_eval:
    cmd: python src/model/model_eval.py
    deps:
    - path: models/model.pkl
      hash: md5
      md5: 3ef4e0af6bb3572110e8aaa2f3be27d3
      size: 10222059
    - path: src/model/model_eval.py
      hash: md5
      md5: b7fcab8707b7e5b0d725820f7b7b0bad
      size: 5646
    outs:
    - path: reports/metrics.json
      hash: md5
      md5: 71ea2a5b001f657829bdfb0347240d10
      size: 146