dvc.lock

schema: '2.0'
stages:
  load_data:
    cmd: python src/data/load_data.py --config=params.yaml
    deps:
    - path: given_data/winequality.csv
      md5: ccc8d3507eb151f53f760d36abdef888
      size: 91998
    - path: src/data/get_data.py
      md5: 7088c8dd8cf3b06601596e01a51ecf34
      size: 660
    - path: src/data/load_data.py
      md5: e6e57b5f4919ab848d202bcdb3b914a6
      size: 648
    outs:
    - path: data/raw/winequality.csv
      md5: d98e8f2eca228c11c4de1cc96866a54d
      size: 91998
  split_data:
    cmd: python src/data/split_data.py --config=params.yaml
    deps:
    - path: data/raw/winequality.csv
      md5: d98e8f2eca228c11c4de1cc96866a54d
      size: 91998
    - path: src/data/split_data.py
      md5: 261a8b83333f3f0251d06ca275557ed6
      size: 1067
    outs:
    - path: data/processed/test_winequality.csv
      md5: 01718da3bd6e206060ed00667ca1a389
      size: 18510
    - path: data/processed/train_winequality.csv
      md5: 4bccf4d668cdc60115de42ba74d416ab
      size: 73633
  train_and_evaluate:
    cmd: python src/models/train_and_evaluate.py --config=params.yaml
    deps:
    - path: data/processed/test_winequality.csv
      md5: 01718da3bd6e206060ed00667ca1a389
      size: 18510
    - path: data/processed/train_winequality.csv
      md5: 4bccf4d668cdc60115de42ba74d416ab
      size: 73633
    - path: src/models/train_and_evaluate.py
      md5: 083a6dec1e88d14ef3d3f6bae884d0f2
      size: 2595
    params:
      params.yaml:
        estimators.ElasticNet.params.alpha: 0.7
        estimators.ElasticNet.params.l1_ratio: 0.6
    outs:
    - path: reports/params.json
      md5: 9dc2dd9706ecb1c0081606f89ed6c3fd
      size: 41
    - path: reports/scores.json
      md5: be91abfd048b50107487d84e15650395
      size: 94
    - path: saved_models/model.joblib
      md5: 0f57432f71bb31812b01aa1b9b1426b3
      size: 1227