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: db7730736da9e3274083bc90eccf7000
      size: 682
    - path: src/load_data.py
      md5: bf9ea6e0fcd2ef3899ba4c7d8292dec1
      size: 666
    outs:
    - path: data/raw/winequality.csv
      md5: d98e8f2eca228c11c4de1cc96866a54d
      size: 93598
  split_data:
    cmd: python src/split_data.py --config=params.yaml
    deps:
    - path: data/raw/winequality.csv
      md5: d98e8f2eca228c11c4de1cc96866a54d
      size: 93598
    - path: src/split_data.py
      md5: c6fac885fe5fb752a1e712d403c5e66c
      size: 1101
    outs:
    - path: data/processed/test_winequality.csv
      md5: 01718da3bd6e206060ed00667ca1a389
      size: 18831
    - path: data/processed/train_winequality.csv
      md5: 4bccf4d668cdc60115de42ba74d416ab
      size: 74913
  train_and_evaluate:
    cmd: python src/train_and_evaluate.py --config=params.yaml
    deps:
    - path: data/processed/test_winequality.csv
      md5: 01718da3bd6e206060ed00667ca1a389
      size: 18831
    - path: data/processed/train_winequality.csv
      md5: 4bccf4d668cdc60115de42ba74d416ab
      size: 74913
    - path: src/train_and_evaluate.py
      md5: 010196cfaa7a2849a693413efd5c3abf
      size: 2675
    params:
      params.yaml:
        estimators.ElasticNet.params.alpha: 0.9
        estimators.ElasticNet.params.l1_ratio: 0.4
    outs:
    - path: report/params.json
      md5: a4aab0167612f21a6085dd05cfafdbf6
      size: 44
    - path: report/scores.json
      md5: 86524820870673b16aeaa90890571e40
      size: 101
    - path: saved_models/model.joblib
      md5: a5b24f2b8ad40f24646daa6005349d92
      size: 1336