harsh-priyam
/
Second-Hand-Car-Price-Prediction-Using-MLops
connected to https://github.com/harsh-priyam/Second-Hand-Car-Price-Prediction-Using-MLops.git


  
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            schema: '2.0'
stages:
  data_ingestion:
    cmd: python src/CarPrediction/pipeline/stage01_data_ingestion.py
    deps:
    - path: config/config.yaml
      hash: md5
      md5: 1d1822feec7b60d682119d7c5ed12d80
      size: 1025
    - path: src/CarPrediction/pipeline/stage01_data_ingestion.py
      hash: md5
      md5: 75da8e34a4dd965d962e4e25c23b6d13
      size: 894
    outs:
    - path: artifacts/data_ingestion/CleanedCar_main.csv
      hash: md5
      md5: d4531531ba0f7fd3bf50d5e4573211a3
      size: 41780
  data_validation:
    cmd: python src/CarPrediction/pipeline/stage02_data_validation.py
    deps:
    - path: src/CarPrediction/pipeline/stage01_data_ingestion.py
      hash: md5
      md5: 75da8e34a4dd965d962e4e25c23b6d13
      size: 894
    - path: src/CarPrediction/pipeline/stage02_data_validation.py
      hash: md5
      md5: 63b3914ed9518697d1903e079148efcc
      size: 869
    outs:
    - path: artifacts/data_validation/status.txt
      hash: md5
      md5: 86e6a2f694c57a675b3e2da6b95ff9ba
      size: 23
  data_transformation:
    cmd: python src/CarPrediction/pipeline/stage03_data_transformation.py
    deps:
    - path: src/CarPrediction/pipeline/stage01_data_ingestion.py
      hash: md5
      md5: 75da8e34a4dd965d962e4e25c23b6d13
      size: 894
    - path: src/CarPrediction/pipeline/stage03_data_transformation.py
      hash: md5
      md5: b9531d3c2c75f3135f95db88811f45f4
      size: 912
    outs:
    - path: artifacts/data_transformation/test.csv
      hash: md5
      md5: 0c1d821b6080ae317412e49fb5aee851
      size: 10581
    - path: artifacts/data_transformation/train.csv
      hash: md5
      md5: 6f79d020d1c1e8ca61ebc9b3caa03dab
      size: 31245
  model_trainer:
    cmd: python src/CarPrediction/pipeline/stage04_model_trainer.py
    deps:
    - path: src/CarPrediction/pipeline/stage03_data_transformation.py
      hash: md5
      md5: b9531d3c2c75f3135f95db88811f45f4
      size: 912
    - path: src/CarPrediction/pipeline/stage04_model_trainer.py
      hash: md5
      md5: 53a7b2115182b3d71ad1823f7d82dc75
      size: 830
    outs:
    - path: artifacts/model_trainer/model.joblib
      hash: md5
      md5: b3b2f3f45269773678f6929b2c455307
      size: 11144
  model_evaluation:
    cmd: python src/CarPrediction/pipeline/stage05_model_evaluation.py
    deps:
    - path: src/CarPrediction/pipeline/stage03_data_transformation.py
      hash: md5
      md5: b9531d3c2c75f3135f95db88811f45f4
      size: 912
    - path: src/CarPrediction/pipeline/stage04_model_trainer.py
      hash: md5
      md5: 53a7b2115182b3d71ad1823f7d82dc75
      size: 830
    - path: src/CarPrediction/pipeline/stage05_model_evaluation.py
      hash: md5
      md5: ec5c77f92efd44c86d905b450cc609c8
      size: 865
    outs:
    - path: artifacts/model_evaluation/metrics.json
      hash: md5
      md5: 98c94dae1d7aec55a6d8427e000d70e1
      size: 99