dvc.lock

schema: '2.0'
stages:
  load_data:
    cmd: python src/load_data.py --config=params.yaml
    deps:
    - path: data_given/winequality.csv
      md5: b1efcc4fd6b59c47f12f6aa261e4aa9a
      size: 59914
    - path: src/get_data.py
      md5: fd8e639af6805b35979bb55ae5a9576a
      size: 675
    - path: src/load_data.py
      md5: b545c7e43e0e3847db4dcb80ade8f22f
      size: 571
    outs:
    - path: data/raw/winequality.csv
      md5: e50dafb3d2b90e060c454086886f2069
      size: 59914
  split_data:
    cmd: python src/split_data.py --config=params.yaml
    deps:
    - path: data/raw/winequality.csv
      md5: e50dafb3d2b90e060c454086886f2069
      size: 59914
    - path: src/split_data.py
      md5: 3e7b237f452f7479128e956d28024469
      size: 947
    outs:
    - path: data/processed/test_winequality.csv
      md5: 0fda35608f5db178f88daeebf7521fd4
      size: 12113
    - path: data/processed/train_winequality.csv
      md5: b970711ce25033fde1a1e717d5f05579
      size: 47947
  train_and_evaluate:
    cmd: python src/train_and_evaluate.py --config=params.yaml
    deps:
    - path: data/processed/test_winequality.csv
      md5: 0fda35608f5db178f88daeebf7521fd4
      size: 12113
    - path: data/processed/train_winequality.csv
      md5: b970711ce25033fde1a1e717d5f05579
      size: 47947
    - path: src/train_and_evaluate.py
      md5: c3a99271355c71594442ed82868607cb
      size: 2687
    params:
      params.yaml:
        estimators.ElasticNet.params.alpha: 0.88
        estimators.ElasticNet.params.l1_ratio: 0.89
    outs:
    - path: report/params.json
      md5: 0568f34313ba7c5e55128b75dbcbee5c
      size: 46
    - path: report/scores.json
      md5: c1152b6165d195f645e5279c30731d1b
      size: 100
    - path: saved_models/model.joblib
      md5: 27d62fd4224ffbd6ac638eeaef49c854
      size: 1198