dvc.lock

schema: '2.0'
stages:
  load_data:
    cmd: python src\load_data.py --config=params.yaml
    deps:
    - path: data_given\winequality.csv
      md5: ccc8d3507eb151f53f760d36abdef888
      size: 91998
    - path: src\get_data.py
      md5: 7e5f86e7ea172cf393cf6d09a5fe4470
      size: 669
    - path: src\load_data.py
      md5: c3107af97199fbba09f49f8a4fb8c5a0
      size: 643
    outs:
    - path: data\raw\winequality.csv
      md5: dcb9f7736a81b73cf4cf803b5ef3f07e
      size: 102550
  split_data:
    cmd: python src\split_data.py --config=params.yaml
    deps:
    - path: data\raw\winequality.csv
      md5: dcb9f7736a81b73cf4cf803b5ef3f07e
      size: 102550
    - path: src\split_data.py
      md5: 9d54ad20e5dcb3e03d925983a070c3b7
      size: 1047
    outs:
    - path: data\processed\test_winequality.csv
      md5: 5787b15b8bb42aa53b817010d433f041
      size: 19422
    - path: data\processed\train_winequality.csv
      md5: e320178d92172ce1a1cbcbe92e6bdfa1
      size: 77345
  train_and_evaluate:
    cmd: python src\train_and_evaluate.py --config=params.yaml
    deps:
    - path: data/processed/train_winequality.csv
      md5: e320178d92172ce1a1cbcbe92e6bdfa1
      size: 77345
    - path: data\processed\test_winequality.csv
      md5: 5787b15b8bb42aa53b817010d433f041
      size: 19422
    - path: src/train_and_evaluate.py
      md5: 42e7d9e7b1ec07a15dfdc53131ab0987
      size: 2598
    params:
      params.yaml:
        estimators.ElasticNet.params.alpha: 0.88
        estimators.ElasticNet.params.l1_ratio: 0.89
    outs:
    - path: report\params.json
      md5: 26312262403ce17dfd7e69952bb73470
      size: 46
    - path: report\scores.json
      md5: ac89e037063ee307b6d23c8ef0583610
      size: 100
    - path: saved_models\model.joblib
      md5: eddc0d1826a5a63b71789113a34259c2
      size: 818