DagsHub
/
Cookiecutter-MLOps
forked from DAGsHub-Official/Cookiecutter-DVC


  
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            schema: '2.0'
stages:
  process_data:
    cmd: python -m src.data.make_dataset "data/raw/movie_review.csv" "data/processed/"
    deps:
    - path: data/raw
      md5: 872b1e1cbb9f019f46471e6a76294bdf.dir
      size: 66212309
      nfiles: 1
    - path: src/data/make_dataset.py
      md5: 57bf4cdcee96ffe85f54ce4442a4e4bf
      size: 2171
    outs:
    - path: data/processed
      md5: b9e6005f0d7d1293a0c8c65a23f8b981.dir
      size: 61165264
      nfiles: 4
  train:
    cmd: python -m src.models.train_model "data/processed/" "models/"
    deps:
    - path: data/processed
      md5: b9e6005f0d7d1293a0c8c65a23f8b981.dir
      size: 61165264
      nfiles: 4
    - path: src/models/train_model.py
      md5: a6bd7f5c34975078cb75e77f67204741
      size: 1781
    outs:
    - path: models
      md5: e92768c86c85583b4230100054fb551a.dir
      size: 56684375
      nfiles: 1
    - path: reports/training_metrics.csv
      md5: 2be380aa47ff8c977b9932bd202c989f
      size: 5010
    - path: src/models/training_params.yml
      md5: 7848c4f3265f04395a714ea3a9d13bc7
      size: 12
  eval:
    cmd: python -m src.models.predict_model "data/processed/" "models/"
    deps:
    - path: data/processed
      md5: b9e6005f0d7d1293a0c8c65a23f8b981.dir
      size: 61165264
      nfiles: 4
    - path: models
      md5: e92768c86c85583b4230100054fb551a.dir
      size: 56684375
      nfiles: 1
    - path: src/models/predict_model.py
      md5: dbef634b88f92392ada3ad64b43b4792
      size: 1229
    outs:
    - path: reports/metrics.csv
      md5: a94fbd7f9586481cbec2d9fc34e56c5e
      size: 871