dvc.lock

schema: '2.0'
stages:
  process:
    cmd: python src/process.py
    deps:
    - path: data/iris.csv
      hash: md5
      md5: 91d07857ce40086972252676c3c6ac09
      size: 4722
    - path: src/process.py
      hash: md5
      md5: 36e1b1991c684d848cec1867ff986e41
      size: 1196
    params:
      params.yaml:
        data_source: data/iris.csv
        processed_data_source: data/processed/processed_iris.csv
        test_data_path: data/processed/test_iris.csv
    outs:
    - path: data/processed
      hash: md5
      md5: c52b9ec4f7511af48c79b5f0b146d1f7.dir
      size: 2924
      nfiles: 2
  training:
    cmd: python src/training.py
    deps:
    - path: data/processed/processed_iris.csv
      hash: md5
      md5: 087fd886c22e0b6c176cae81359e6af8
      size: 2596
    - path: src/process.py
      hash: md5
      md5: 36e1b1991c684d848cec1867ff986e41
      size: 1196
    params:
      params.yaml:
        model_path: model/model.pkl
        n_estimators: 100
        processed_data_source: data/processed/processed_iris.csv
        random_state: 42
    outs:
    - path: model/model.pkl
      hash: md5
      md5: a7a60a398b7032c458e522270840df87
      size: 163805
  evaluate:
    cmd: python src/evaluation.py
    deps:
    - path: data/processed/processed_iris.csv
      hash: md5
      md5: 087fd886c22e0b6c176cae81359e6af8
      size: 2596
    - path: data/processed/test_iris.csv
      hash: md5
      md5: e492d9601f51c33f8a85e4d532615ec5
      size: 328
    - path: model/model.pkl
      hash: md5
      md5: a7a60a398b7032c458e522270840df87
      size: 163805
    - path: src/training.py
      hash: md5
      md5: 4616c493cb0f5c28c771234043b75878
      size: 1130
    params:
      params.yaml:
        model_path: model/model.pkl
        test_data_path: data/processed/test_iris.csv
    outs:
    - path: eval
      hash: md5
      md5: 7c3832b30054feedd83a832fbd793c65.dir
      size: 15939
      nfiles: 3