dvc.lock

schema: '2.0'
stages:
  preprocess:
    cmd: python3 ./src/preprocess_data.py ./data/weatherAUS.csv
    deps:
    - path: ./src/preprocess_data.py
      md5: b5e571f866aa8993ad3bb844594e112e
      size: 1909
    - path: data/weatherAUS.csv
      md5: a65cf8b8719b1a65db4f361eeec18457
      size: 14094055
    outs:
    - path: ./data/features.csv
      md5: 49c2fbca9e0ae3101ae5bb56d6a4521a
      size: 19266775
    - path: ./data/weatherAUS_processed.csv
      md5: 59e89e62fb8f9face4901630d1de3e16
      size: 19507550
  train:
    cmd: python3 ./src/train.py ./data/weatherAUS_processed.csv ./src/model.py 200
    deps:
    - path: ./data/weatherAUS_processed.csv
      md5: 59e89e62fb8f9face4901630d1de3e16
      size: 19507550
    - path: ./src/model.py
      md5: 895596132410cf7e581953ecbdc9b44d
      size: 4485
    - path: ./src/train.py
      md5: 1b5c6c1786d40c9505b2261f11a3b274
      size: 1002
    outs:
    - path: ./models/model.joblib
      md5: 8cf64091db28e29b327baf946a796f27
      size: 3275
  evaluate:
    cmd: python3 ./src/evaluate.py ./data/weatherAUS_processed.csv ./src/model.py
      ./models/model.joblib
    deps:
    - path: ./data/weatherAUS_processed.csv
      md5: 59e89e62fb8f9face4901630d1de3e16
      size: 19507550
    - path: ./models/model.joblib
      md5: 8cf64091db28e29b327baf946a796f27
      size: 3275
    - path: ./src/evaluate.py
      md5: 7e466368d793d09316fc1e078111a9de
      size: 882
    - path: ./src/model.py
      md5: 895596132410cf7e581953ecbdc9b44d
      size: 4485
    outs:
    - path: ./results/metrics.json
      md5: 17cacf1c4e374794927b5bc143016e23
      size: 120
    - path: ./results/precision_recall_curve.png
      md5: bf5e1f1911560127be04aae88977b7a4
      size: 17045
    - path: ./results/roc_curve.png
      md5: 77346f3a6fb9f23410af073ac1670898
      size: 19933
  std_check:
    cmd: src/scripts/Scripts/std_check.sh ./