schema: '2.0'
stages:
  data_download:
    cmd: C:/Users/alex/AppData/Local/Programs/Python/Python310/python.exe data_creation.py
  data_preprocess:
    cmd: C:/Users/alex/AppData/Local/Programs/Python/Python310/python.exe data_preprocessing.py
    deps:
    - path: data/assets_data.csv
      hash: md5
      md5: fa1748808b43cb6071adef0e3547aaea
      size: 915611
  train_model:
    cmd: C:/Users/alex/AppData/Local/Programs/Python/Python310/python.exe model_preparation.py
    deps:
    - path: data/train_features.csv
      hash: md5
      md5: f5091d2c94272e280d55085114f00f54
      size: 1972088
    - path: data/train_target.csv
      hash: md5
      md5: 6bfbd3325c20c39082e7d872cf29c592
      size: 100454
  evaluate_model:
    cmd: C:/Users/alex/AppData/Local/Programs/Python/Python310/python.exe model_testing.py
    deps:
    - path: data/test_features.csv
      hash: md5
      md5: 5dd5bd90e9bc7b2875430af458a003a1
      size: 54211
    - path: data/test_target.csv
      hash: md5
      md5: bded92812b7a6b20e92c8f731a837867
      size: 2804
    - path: linear_svr_model.pkl
      hash: md5
      md5: bf36581ffd657282658a360a3c727f75
      size: 1091