dvc.lock

schema: '2.0'
stages:
  get_data:
    cmd: python src/get_data.py
    deps:
    - path: src/get_data.py
      md5: 17728d99a5db4501ffec7918a1dc370c
      size: 398
    outs:
    - path: dataset
      md5: 5a84bb806c75cbc704c9fb17e1ba8e44.dir
      size: 604940
      nfiles: 3
  preprocess_text:
    cmd: python src/text_preprocessing.py
    deps:
    - path: dataset
      md5: 5a84bb806c75cbc704c9fb17e1ba8e44.dir
      size: 604940
      nfiles: 3
    - path: src/text_preprocessing.py
      md5: 353f5a9f6787a4e399c070ad29a10cbb
      size: 2590
    outs:
    - path: output/preprocessed_data.joblib
      md5: 88638c2dfffc265d5a4f264a1f83ba51
      size: 374937
    - path: output/preprocessor.joblib
      md5: 8b4968f463fa34634998392028f2cd5e
      size: 162562
  train:
    cmd: python src/text_classification.py
    deps:
    - path: output/preprocessed_data.joblib
      md5: 88638c2dfffc265d5a4f264a1f83ba51
      size: 374937
    - path: output/preprocessor.joblib
      md5: 8b4968f463fa34634998392028f2cd5e
      size: 162562
    outs:
    - path: output/accuracy_scores.png
      md5: 806d897a3bcbf5e676bb791dbe8efa9d
      size: 24011
    - path: output/misclassified_msgs.txt
      md5: ae3f255a7e44c9acecaa7d41fedb87b1
      size: 63348
    - path: output/model.joblib
      md5: d9e38b9709f282c12cbb4f8aa3666241
      size: 11299