dvc.lock

schema: '2.0'
stages:
  data_ingestion:
    cmd: python src/ChurnPrediction/pipeline/stage1_data_ingestion_pipeline.py
    deps:
    - path: config/config.yaml
      hash: md5
      md5: d02584a5a2373f0895e4af613e8f1772
      size: 1000
    - path: src/ChurnPrediction/pipeline/stage1_data_ingestion_pipeline.py
      hash: md5
      md5: 032330fb7d2f83abfec3685ed3c3cd01
      size: 884
    outs:
    - path: artifacts/data_ingestion/data.csv
      hash: md5
      md5: 0f9de68e012bd3aed5fa7cdc9fc421af
      size: 977501
  data_validation:
    cmd: python src/ChurnPrediction/pipeline/stage2_data_validation_pipeline.py
    deps:
    - path: artifacts/data_ingestion/data.csv
      hash: md5
      md5: 0f9de68e012bd3aed5fa7cdc9fc421af
      size: 977501
    - path: config/config.yaml
      hash: md5
      md5: d02584a5a2373f0895e4af613e8f1772
      size: 1000
    - path: schema.yaml
      hash: md5
      md5: a8d0f6446866d5a020176b2db0772847
      size: 538
    - path: src/ChurnPrediction/pipeline/stage2_data_validation_pipeline.py
      hash: md5
      md5: 83419b049a7e6a22714c060a68c0782b
      size: 902
    outs:
    - path: artifacts/data_validation/status.txt
      hash: md5
      md5: 86e6a2f694c57a675b3e2da6b95ff9ba
      size: 23
  data_transformation:
    cmd: python src/ChurnPrediction/pipeline/stage3_data_transformation_pipeline.py
    deps:
    - path: artifacts/data_ingestion/data.csv
      hash: md5
      md5: 0f9de68e012bd3aed5fa7cdc9fc421af
      size: 977501
    - path: config/config.yaml
      hash: md5
      md5: d02584a5a2373f0895e4af613e8f1772
      size: 1000
    - path: src/ChurnPrediction/pipeline/stage3_data_transformation_pipeline.py
      hash: md5
      md5: 08967ad4bcc8b74e1fd5c0680930392c
      size: 942
    outs:
    - path: artifacts/data_transformation/test_data.csv
      hash: md5
      md5: a9db94f4fc9ab96c2c1809c6970facff
      size: 177922
    - path: artifacts/data_transformation/train_data.csv
      hash: md5
      md5: 7c2ad021501e407398f8be618b55168a
      size: 709054
  model_trainer:
    cmd: python src/ChurnPrediction/pipeline/stage4_model_trainer_pipeline.py
    deps:
    - path: artifacts/data_transformation/test_data.csv
      hash: md5
      md5: a9db94f4fc9ab96c2c1809c6970facff
      size: 177922
    - path: artifacts/data_transformation/train_data.csv
      hash: md5
      md5: 7c2ad021501e407398f8be618b55168a
      size: 709054
    - path: config/config.yaml
      hash: md5
      md5: d02584a5a2373f0895e4af613e8f1772
      size: 1000
    - path: params.yaml
      hash: md5
      md5: beddf8f5280f56f6ce0b6e92c4121fea
      size: 82
    - path: src/ChurnPrediction/pipeline/stage4_model_trainer_pipeline.py
      hash: md5
      md5: 943c4df89ba7eb6f9943dcb48e87d8a7
      size: 868
    outs:
    - path: artifacts/model/model.joblib
      hash: md5
      md5: c8795d6c83ba9a09f4048af84546e275
      size: 2079
  model_evaluation:
    cmd: python src/ChurnPrediction/pipeline/stage5_model_evaluation_pipeline.py
    deps:
    - path: artifacts/model/model.joblib
      hash: md5
      md5: c8795d6c83ba9a09f4048af84546e275
      size: 2079
    - path: config/config.yaml
      hash: md5
      md5: d02584a5a2373f0895e4af613e8f1772
      size: 1000
    - path: params.yaml
      hash: md5
      md5: beddf8f5280f56f6ce0b6e92c4121fea
      size: 82
    - path: src/ChurnPrediction/components/model_evaluation.py
      hash: md5
      md5: 6125af4755188edc9368822cb4318368
      size: 3968
    - path: src/ChurnPrediction/config/configuration.py
      hash: md5
      md5: b9f9497ed6f66312d1d7b795587c318d
      size: 3737
    - path: src/ChurnPrediction/pipeline/stage5_model_evaluation_pipeline.py
      hash: md5
      md5: ea6abee833c72c50c496834e24ce08e4
      size: 868
    outs:
    - path: scores.json
      hash: md5
      md5: 14ac6b797a8ea1c62a2c757252f7258a
      size: 149