IIS/dvc.lock at main · Aljaz-R/IIS · GitHub

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schema: '2.0'
stages:
  fetch_weather_data:
    cmd: uv run python src/data/fetch_weather_data.py --days 180
    deps:
    - path: src/data/fetch_weather_data.py
      hash: md5
      md5: 448e2f081f63f0033e691a0d36907658
      size: 926
    - path: src/iis_weather/config.py
      hash: md5
      md5: 1af8528ba223bda901b3e101fbd0539f
      size: 2422
    - path: src/iis_weather/ingestion.py
      hash: md5
      md5: f9cdf990ca6c3e607bdf6d9ea9b00479
      size: 7619
    - path: src/iis_weather/io.py
      hash: md5
      md5: 4f00eee1ab247f6834229975b7619be8
      size: 934
    outs:
    - path: data/raw/weather
      hash: md5
      md5: 165f216409812f34b57efc18c6c3bca1.dir
      size: 2974052
      nfiles: 16
  preprocess_weather_data:
    cmd: uv run python src/data/preprocess_weather_data.py
    deps:
    - path: data/raw/weather
      hash: md5
      md5: 165f216409812f34b57efc18c6c3bca1.dir
      size: 2974052
      nfiles: 16
    - path: src/data/preprocess_weather_data.py
      hash: md5
      md5: 81f2e503ed9a7ccce0d0dcdc535c624f
      size: 246
    - path: src/iis_weather/config.py
      hash: md5
      md5: 1af8528ba223bda901b3e101fbd0539f
      size: 2422
    - path: src/iis_weather/ingestion.py
      hash: md5
      md5: f9cdf990ca6c3e607bdf6d9ea9b00479
      size: 7619
    - path: src/iis_weather/io.py
      hash: md5
      md5: 4f00eee1ab247f6834229975b7619be8
      size: 934
    outs:
    - path: data/preprocessed/weather
      hash: md5
      md5: 76ccd9d5c8d3fcd6950340ea3111f66a.dir
      size: 2546049
      nfiles: 9
  validate_weather_data:
    cmd: uv run python src/data/validate_weather_data.py
    deps:
    - path: data/preprocessed/weather
      hash: md5
      md5: 76ccd9d5c8d3fcd6950340ea3111f66a.dir
      size: 2546049
      nfiles: 9
    - path: src/data/validate_weather_data.py
      hash: md5
      md5: 563af095be6a57812523269f70915f52
      size: 374
    - path: src/iis_weather/config.py
      hash: md5
      md5: 1af8528ba223bda901b3e101fbd0539f
      size: 2422
    - path: src/iis_weather/io.py
      hash: md5
      md5: 4f00eee1ab247f6834229975b7619be8
      size: 934
    - path: src/iis_weather/validation.py
      hash: md5
      md5: 8adafe39a0b6d27728eff61f84baf2dc
      size: 4335
    outs:
    - path: reports/data_validation.json
      hash: md5
      md5: 6b0c57f1b2da0c3724d21acb61311387
      size: 3062
  build_weather_dataset:
    cmd: uv run python src/features/build_dataset.py
    deps:
    - path: data/preprocessed/weather
      hash: md5
      md5: 76ccd9d5c8d3fcd6950340ea3111f66a.dir
      size: 2546049
      nfiles: 9
    - path: data/raw/weather/forecast
      hash: md5
      md5: 43f3eec935abd5a62986c3c29979a3e8.dir
      size: 55295
      nfiles: 8
    - path: src/features/build_dataset.py
      hash: md5
      md5: 3cf91428a85745a773ef76f3bfc1aca5
      size: 288
    - path: src/iis_weather/config.py
      hash: md5
      md5: 1af8528ba223bda901b3e101fbd0539f
      size: 2422
    - path: src/iis_weather/io.py
      hash: md5
      md5: 4f00eee1ab247f6834229975b7619be8
      size: 934
    - path: src/iis_weather/preprocessing.py
      hash: md5
      md5: f7645c58543455e841c7073fb0875960
      size: 8352
    outs:
    - path: data/processed/weather
      hash: md5
      md5: 8a948a064bcc849a58a94648e5366f87.dir
      size: 12738746
      nfiles: 2
  train_weather_models:
    cmd: uv run python src/models/train_weather_models.py
    deps:
    - path: data/processed/weather
      hash: md5
      md5: 8a948a064bcc849a58a94648e5366f87.dir
      size: 12738746
      nfiles: 2
    - path: src/iis_weather/config.py
      hash: md5
      md5: 1af8528ba223bda901b3e101fbd0539f
      size: 2422
    - path: src/iis_weather/io.py
      hash: md5
      md5: 4f00eee1ab247f6834229975b7619be8
      size: 934
    - path: src/iis_weather/models.py
      hash: md5
      md5: b142efd6e07d6864190f03091c1f83d5
      size: 14925
    - path: src/iis_weather/preprocessing.py
      hash: md5
      md5: f7645c58543455e841c7073fb0875960
      size: 8352
    - path: src/models/train_weather_models.py
      hash: md5
      md5: 83a5bfd816c92fe136fbbe93ca0a75ef
      size: 344
    outs:
    - path: models/weather
      hash: md5
      md5: 73127a1158442c345886de7dccb06b91.dir
      size: 313413
      nfiles: 4
    - path: reports/experiments
      hash: md5
      md5: 7204c2c79a1c37cb5f89425c8be906e5.dir
      size: 2870
      nfiles: 2
    - path: reports/model_evaluation.json
      hash: md5
      md5: 794fba1f482b67a117700a1e9d4e70aa
      size: 1991
  evaluate_production:
    cmd: uv run python src/monitoring/evaluate_production.py
    deps:
    - path: data/processed/weather
      hash: md5
      md5: 8a948a064bcc849a58a94648e5366f87.dir
      size: 12738746
      nfiles: 2
    - path: models/weather
      hash: md5
      md5: 73127a1158442c345886de7dccb06b91.dir
      size: 313413
      nfiles: 4
    - path: reports/model_evaluation.json
      hash: md5
      md5: 794fba1f482b67a117700a1e9d4e70aa
      size: 1991
    - path: src/iis_weather/config.py
      hash: md5
      md5: 1af8528ba223bda901b3e101fbd0539f
      size: 2422
    - path: src/iis_weather/io.py
      hash: md5
      md5: 4f00eee1ab247f6834229975b7619be8
      size: 934
    - path: src/iis_weather/models.py
      hash: md5
      md5: b142efd6e07d6864190f03091c1f83d5
      size: 14925
    - path: src/iis_weather/monitoring.py
      hash: md5
      md5: 43750769d29bc1dbacc344462283d779
      size: 2975
    - path: src/iis_weather/preprocessing.py
      hash: md5
      md5: f7645c58543455e841c7073fb0875960
      size: 8352
    - path: src/monitoring/evaluate_production.py
      hash: md5
      md5: 37f7f171cd71960e978a1d8455a5de85
      size: 372
    outs:
    - path: reports/production_monitoring.json
      hash: md5
      md5: 243ce7aac1338636777c5ca3b880221d
      size: 824