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dvc.yaml
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stages:
data_ingestion:
cmd: python src/spellX/pipeline/stage_01_data_ingestion.py
deps:
- src/spellX/pipeline/stage_01_data_ingestion.py
- config/config.yaml
outs:
- artifacts/data_ingestion/data
data_validation:
cmd: python src/spellX/pipeline/stage_02_data_validation.py
deps:
- src/spellX/pipeline/stage_02_data_validation.py
- config/config.yaml
outs:
- artifacts/data_validation/status.txt
model_trainig:
cmd: python src/spellX/pipeline/stage_03_model_training.py
deps:
- src/spellX/pipeline/stage_03_model_training.py
- config/config.yaml
outs:
- artifacts/model_trainer/model0.pkl
model_evaluation:
cmd: python src/spellX/pipeline/stage_04_model_evaluation.py
deps:
- src/spellX/pipeline/stage_04_model_evaluation.py
- config/config.yaml
outs:
- artifacts/model_evaluation/metrics.txt