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dvc.yaml
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dvc.yaml
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stages:
# First Stage
data_ingestion:
cmd: python src/titanic/pipeline/stage_01_data_ingestion.py
deps:
- src/titanic/pipeline/stage_01_data_ingestion.py
- config/config.yaml
outs:
- artifacts/data_ingestion/
# Second Stage
data_validation:
cmd: python src/titanic/pipeline/stage_02_data_validation.py
deps:
- src/titanic/pipeline/stage_02_data_validation.py
- artifacts/data_ingestion
- config/config.yaml
outs:
- artifacts/data_validation
# Third Stage
data_transformation:
cmd: python src/titanic/pipeline/stage_03_data_transformation.py
deps:
- src/titanic/pipeline/stage_03_data_transformation.py
- config/config.yaml
- artifacts/data_ingestion
- artifacts/data_validation
outs:
- artifacts/data_transformation/preprocessor.pkl
# Fourth Stage
model_trainer:
cmd: python src/titanic/pipeline/stage_04_model_trainer.py
deps:
- src/titanic/pipeline/stage_04_model_trainer.py
- src/titanic/pipeline/stage_03_data_transformation.py
- config/config.yaml
outs:
- artifacts/model_trainer/model.pkl
# Fifth Stage
model_evaluation:
cmd: python src/titanic/pipeline/stage_05_model_evaluation.py
deps:
- artifacts/data_ingestion
- src/titanic/pipeline/stage_05_model_evaluation.py
- artifacts/data_transformation/preprocessor.pkl
- artifacts/model_trainer/model.pkl
- config/config.yaml
- artifacts/model_trainer
outs:
- artifacts/model_evaluation
metrics:
- metrics.yaml:
cache: false