dvc.lock

schema: '2.0'
stages:
  extract_data:
    cmd: python app/train/extract_data.py --conf=conf/params.yaml
    outs:
    - path: weather_data/raw/weather_daily_data.csv
      hash: md5
      md5: 82a9b936e703f98448fe0c02618bf211
      size: 28136
  split_data:
    cmd: python app/train/split_data.py --conf=conf/params.yaml
    deps:
    - path: app/train/split_data.py
      hash: md5
      md5: 28e313463d8a5efb460912390ebea39f
      size: 1117
    - path: conf/params.yaml
      hash: md5
      md5: 63c20e5804a179ff707a02e8ccec193e
      size: 833
    - path: weather_data/raw/weather_daily_data.csv
      hash: md5
      md5: 82a9b936e703f98448fe0c02618bf211
      size: 28136
    outs:
    - path: weather_data/test/test_weather_daily_data.csv
      hash: md5
      md5: 4014f6547d560605ac97640ce99c7886
      size: 928
    - path: weather_data/train/train_weather_daily_data.csv
      hash: md5
      md5: 30933f5b1f233b9be53d558a77ef4ed2
      size: 20238
  train:
    cmd: python app/train/train.py --conf=conf/params.yaml
    deps:
    - path: app/train/train.py
      hash: md5
      md5: 3c7a7ba6f2e439830513ca65f01044ec
      size: 3195
    - path: conf/params.yaml
      hash: md5
      md5: 1d431feccb627c13b2d551b99c2f899b
      size: 1095
    - path: weather_data/train/train_weather_daily_data.csv
      hash: md5
      md5: 30933f5b1f233b9be53d558a77ef4ed2
      size: 20238
    outs:
    - path: bin/model.pkl
      hash: md5
      md5: e8937da2bc6460fc063f366455973e95
      size: 152896
  evaluate:
    cmd: python app/train/evaluate.py --conf conf/params.yaml
    deps:
    - path: bin/model.pkl
      hash: md5
      md5: e8937da2bc6460fc063f366455973e95
      size: 152896
    - path: conf/params.yaml
      hash: md5
      md5: 1d431feccb627c13b2d551b99c2f899b
      size: 1095
    - path: weather_data/test/test_weather_daily_data.csv
      hash: md5
      md5: 4014f6547d560605ac97640ce99c7886
      size: 928
    - path: weather_data/train/train_weather_daily_data.csv
      hash: md5
      md5: 30933f5b1f233b9be53d558a77ef4ed2
      size: 20238
    outs:
    - path: results/evaluate/metrics.json
      hash: md5
      md5: 90e4b1c4bf0cbb2941aec41e44095cbc
      size: 216
    - path: results/evaluate/true_vs_pred.png
      hash: md5
      md5: 42efe49bc1c5519134f5081332075e53
      size: 79545