dvc.yaml 1.1 KB

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  1. stages:
  2. data-processing:
  3. cmd: python -m task-2-data-processing.src.data_processing
  4. deps:
  5. - src/const/general_const.py
  6. - task-1-data-labeling/data/labeled-data
  7. - task-2-data-processing/src/const/processing_const.py
  8. - task-2-data-processing/src/data_processing.py
  9. outs:
  10. - task-2-data-processing/data/processed-data:
  11. persist: true
  12. modeling:
  13. cmd: python -m task-3-modeling.src.train
  14. deps:
  15. - src/const/general_const.py
  16. - task-2-data-processing/data/processed-data
  17. - task-3-modeling/src/const/class_names.txt
  18. - task-3-modeling/src/const/modeling_const.py
  19. - task-3-modeling/src/train.py
  20. outs:
  21. - prod_model:
  22. persist: true
  23. - task-3-modeling/model-checkpoint:
  24. persist: true
  25. - task-4-evaluating/eval/params/params.yml:
  26. cache: false
  27. evaluating:
  28. cmd: python -m task-4-evaluating.src.evaluation
  29. deps:
  30. - prod_model
  31. - src/const/general_const.py
  32. - task-4-evaluating/src/const/evaluating_const.py
  33. - task-4-evaluating/src/evaluation.py
  34. metrics:
  35. - task-4-evaluating/eval/metrics/metrics.csv:
  36. cache: false
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