MLOps_Learning_Project/dvc.lock at main · aashu-0/MLOps_Learning_Project · GitHub

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schema: '2.0'
stages:
  data_ingestion:
    cmd: python src/data/data_ingestion.py
    deps:
    - path: src/data/data_ingestion.py
      hash: md5
      md5: 0d02add985e10e7f66b3ce9f4aa66182
      size: 3423
    params:
      params.yaml:
        data_ingestion.test_size: 0.2
    outs:
    - path: dataset/raw
      hash: md5
      md5: 45934fd7fa1195f6810e1f5f15bb2a1c.dir
      size: 661287
      nfiles: 2
  data_preprocessing:
    cmd: python src/data/data_preprocessing.py
    deps:
    - path: dataset/raw
      hash: md5
      md5: 45934fd7fa1195f6810e1f5f15bb2a1c.dir
      size: 661287
      nfiles: 2
    - path: src/data/data_preprocessing.py
      hash: md5
      md5: 2652cdcd48eb6bac5d75116b34271f1e
      size: 2761
    outs:
    - path: dataset/interim
      hash: md5
      md5: 4b3983275f782c40f73df847b6e7a882.dir
      size: 407652
      nfiles: 2
  feature_engineering:
    cmd: python src/features/feature_engineering.py
    deps:
    - path: dataset/interim
      hash: md5
      md5: 4b3983275f782c40f73df847b6e7a882.dir
      size: 407652
      nfiles: 2
    - path: src/features/feature_engineering.py
      hash: md5
      md5: 71fced2ee171c72f580d09cf4374d56d
      size: 3510
    params:
      params.yaml:
        feature_engineering.max_features: 50
    outs:
    - path: dataset/processed
      hash: md5
      md5: 6c9b67139f1ee1a6a481bcf0523a5efb.dir
      size: 211044
      nfiles: 2
    - path: models/vectorizer.pkl
      hash: md5
      md5: 9f929b5ee60d5990acec57a6227fcb1b
      size: 2511
  model_building:
    cmd: python src/model/model_building.py
    deps:
    - path: dataset/processed
      hash: md5
      md5: 6c9b67139f1ee1a6a481bcf0523a5efb.dir
      size: 211044
      nfiles: 2
    - path: src/model/model_building.py
      hash: md5
      md5: e01e9f01402db9a324676c6ff63b167d
      size: 1986
    outs:
    - path: models/model.pkl
      hash: md5
      md5: 76cef60482c6f290cd050aa481c28f30
      size: 1092
  model_evaluation:
    cmd: python src/model/model_evaluation.py
    deps:
    - path: models/model.pkl
      hash: md5
      md5: 76cef60482c6f290cd050aa481c28f30
      size: 1092
    - path: src/model/model_evaluation.py
      hash: md5
      md5: e0f003d38fffdb77a6dc625db8766af4
      size: 7012
    outs:
    - path: reports/experiment_info.json
      hash: md5
      md5: 869b79b9fd513d53047896a7936274e1
      size: 118
    - path: reports/metrics.json
      hash: md5
      md5: 72f90a144766ad185b8b1ce5224c58e5
      size: 131
  model_registration:
    cmd: python src/model/register_model.py
    deps:
    - path: reports/experiment_info.json
      hash: md5
      md5: 869b79b9fd513d53047896a7936274e1
      size: 118
    - path: src/model/register_model.py
      hash: md5
      md5: df7fd69574becb23c301831874c0ec58
      size: 3288