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schema: '2.0'
stages:
  train:
    cmd: python src/models/train_model.py
    deps:
    - path: data/processed/train.csv
      md5: 51edd724b75a8e99a78b9138f8f37c60
      size: 25012573
    - path: data/processed/validation.csv
      md5: 0900e2bb330df94cb045faddd0b945d1
      size: 1138285
    - path: params.yml
      md5: 200ce3c4d9f2e8b9eb040ef93eb22757
      size: 189
    - path: src/models/train_model.py
      md5: d57b5ff84bc29a8ea75e191027d70148
      size: 988
    outs:
    - path: models
      md5: ff6de43e1d1f4d7c3d0bb3b551c1085f.dir
      size: 486952666
      nfiles: 10
    - path: reports/training_metrics.csv
      md5: 62f71f6ba5390e07bc70e90ac3f1f0e8
      size: 727
    - path: reports/training_params.yml
      md5: 075736962fab2a5e5b3ff189c13e101b
      size: 16
  eval:
    cmd: python src/models/evaluate_model.py
    deps:
    - path: data/processed/test.csv
      md5: 3cb7b63891f12d53b3ef3e81a2e93f8e
      size: 986944
    - path: models
      md5: ff6de43e1d1f4d7c3d0bb3b551c1085f.dir
      size: 486952666
      nfiles: 10
    - path: params.yml
      md5: 200ce3c4d9f2e8b9eb040ef93eb22757
      size: 189
    - path: src/models/evaluate_model.py
      md5: 55d3aac9c8f024f7d2eb8ad5e0ae87ae
      size: 688
    outs:
    - path: reports/metrics.csv
      md5: e618e8c26e0def4e33abcad08ac35ac9
      size: 1690
  process_data:
    cmd: python src/data/process_data.py
    deps:
    - path: data/raw
      md5: 2ab20ac1b58df875a590b07d0e04eb5b.dir
      size: 1358833013
      nfiles: 3
    - path: params.yml
      md5: 200ce3c4d9f2e8b9eb040ef93eb22757
      size: 189
    - path: src/data/process_data.py
      md5: 7633b8978c523858d18b1ce9a5d3c8b7
      size: 516
    outs:
    - path: data/processed/test.csv
      md5: 3cb7b63891f12d53b3ef3e81a2e93f8e
      size: 986944
    - path: data/processed/train.csv
      md5: 51edd724b75a8e99a78b9138f8f37c60
      size: 25012573
    - path: data/processed/validation.csv
      md5: 0900e2bb330df94cb045faddd0b945d1
      size: 1138285
  download_data:
    cmd: python src/data/make_dataset.py
    deps:
    - path: params.yml
      md5: 200ce3c4d9f2e8b9eb040ef93eb22757
      size: 189
    - path: src/data/make_dataset.py
      md5: 9de71de0f8df5d0a7beb235ef7c7777d
      size: 772
    outs:
    - path: data/raw
      md5: 2ab20ac1b58df875a590b07d0e04eb5b.dir
      size: 1358833013
      nfiles: 3