dvc.lock

schema: '2.0'
stages:
  load_data:
    cmd: python src/stage2_load_data.py --config=params.yaml
    deps:
    - path: data_given/Consignment_pricing_raw.csv
      md5: 75ada24f6df3870fda5fde6a2e24cdad
      size: 3785904
    - path: src/stage1_Get_Data.py
      md5: 521fc2f413ea164b4031e04f41927586
      size: 1819
    - path: src/stage2_Load_Data.py
      md5: f50b4ed70428abc79cb729a2620945b9
      size: 1430
    outs:
    - path: data/raw/Consignment_pricing_raw.csv
      md5: fa00f21b7e9c8ea082e583f595566888
      size: 3804449
  preprocessing:
    cmd: python src/stage3_preprocessing.py --config=params.yaml
    deps:
    - path: data/raw/Consignment_pricing_raw.csv
      md5: fa00f21b7e9c8ea082e583f595566888
      size: 3804449
    - path: src/stage3_preprocessing.py
      md5: 7a5a2a706df37e19aa1e60d38b76fa55
      size: 8255
    outs:
    - path: data/processed/Consignment_pricing_processed.csv
      md5: 765b09d99484cfb6e91ed4efbb9c82aa
      size: 1238391
  feature_engineering:
    cmd: python src/stage4_feature_engineering.py --config=params.yaml
    deps:
    - path: data/processed/Consignment_pricing_processed.csv
      md5: 765b09d99484cfb6e91ed4efbb9c82aa
      size: 1238391
    - path: src/stage4_feature_engineering.py
      md5: 21a53f108dce802a53c61eea4fc97728
      size: 6772
    outs:
    - path: data/transformed_data/Consignment_pricing_transformed.csv
      md5: 29fa79ad617000295e6b2827f7d96f27
      size: 642703
  split_data:
    cmd: python src/stage5_split_data.py --config=params.yaml
    deps:
    - path: data/transformed_data/Consignment_pricing_transformed.csv
      md5: 29fa79ad617000295e6b2827f7d96f27
      size: 642703
    - path: src/stage5_split_data.py
      md5: 783303f8d9663425fcaa517029ef955f
      size: 2296
    outs:
    - path: data/split_data/Consignment_pricing_test.csv
      md5: 23143bcb05278b55bf259435ff9e36e9
      size: 119384
    - path: data/split_data/Consignment_pricing_train.csv
      md5: 25c5c1523f034247933a130a9a9757c1
      size: 475987