schema: '2.0'
stages:
  prepare_data:
    cmd: python3 clean_and_split_data.py
    deps:
    - path: crime_conv.csv
      md5: 6074436a3903679501a4d230053f7acf
      size: 57978034
    outs:
    - path: crime_dev.csv
      md5: bf45f519bab1a91415db273e5eb99dc6
      size: 4553128
    - path: crime_test.csv
      md5: c7ed98f4ee8b0ccc176e91030cc5949f
      size: 4552734
    - path: crime_train.csv
      md5: 6676b883d6553adecf567c502f6c766d
      size: 36177141
  train:
    cmd: python3 train_model.py
    deps:
    - path: crime_dev.csv
      md5: bf45f519bab1a91415db273e5eb99dc6
      size: 4553128
    - path: crime_test.csv
      md5: c7ed98f4ee8b0ccc176e91030cc5949f
      size: 4552734
    - path: crime_train.csv
      md5: 6676b883d6553adecf567c502f6c766d
      size: 36177141
    outs:
    - path: model/saved_model.pb
      md5: e4e20efbab0ef424d1d18e54b65a25ad
      size: 106610