clean_document_task.py 2.3 KB

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  1. import logging
  2. import time
  3. from typing import Optional
  4. import click
  5. from celery import shared_task
  6. from core.rag.index_processor.index_processor_factory import IndexProcessorFactory
  7. from extensions.ext_database import db
  8. from extensions.ext_storage import storage
  9. from models.dataset import Dataset, DocumentSegment
  10. from models.model import UploadFile
  11. @shared_task(queue="dataset")
  12. def clean_document_task(document_id: str, dataset_id: str, doc_form: str, file_id: Optional[str]):
  13. """
  14. Clean document when document deleted.
  15. :param document_id: document id
  16. :param dataset_id: dataset id
  17. :param doc_form: doc_form
  18. :param file_id: file id
  19. Usage: clean_document_task.delay(document_id, dataset_id)
  20. """
  21. logging.info(click.style("Start clean document when document deleted: {}".format(document_id), fg="green"))
  22. start_at = time.perf_counter()
  23. try:
  24. dataset = db.session.query(Dataset).filter(Dataset.id == dataset_id).first()
  25. if not dataset:
  26. raise Exception("Document has no dataset")
  27. segments = db.session.query(DocumentSegment).filter(DocumentSegment.document_id == document_id).all()
  28. # check segment is exist
  29. if segments:
  30. index_node_ids = [segment.index_node_id for segment in segments]
  31. index_processor = IndexProcessorFactory(doc_form).init_index_processor()
  32. index_processor.clean(dataset, index_node_ids)
  33. for segment in segments:
  34. db.session.delete(segment)
  35. db.session.commit()
  36. if file_id:
  37. file = db.session.query(UploadFile).filter(UploadFile.id == file_id).first()
  38. if file:
  39. try:
  40. storage.delete(file.key)
  41. except Exception:
  42. logging.exception("Delete file failed when document deleted, file_id: {}".format(file_id))
  43. db.session.delete(file)
  44. db.session.commit()
  45. end_at = time.perf_counter()
  46. logging.info(
  47. click.style(
  48. "Cleaned document when document deleted: {} latency: {}".format(document_id, end_at - start_at),
  49. fg="green",
  50. )
  51. )
  52. except Exception:
  53. logging.exception("Cleaned document when document deleted failed")