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							- import logging
 
- import time
 
- from typing import Optional
 
- import click
 
- from celery import shared_task
 
- from core.rag.index_processor.index_processor_factory import IndexProcessorFactory
 
- from extensions.ext_database import db
 
- from extensions.ext_storage import storage
 
- from models.dataset import Dataset, DocumentSegment
 
- from models.model import UploadFile
 
- @shared_task(queue="dataset")
 
- def clean_document_task(document_id: str, dataset_id: str, doc_form: str, file_id: Optional[str]):
 
-     """
 
-     Clean document when document deleted.
 
-     :param document_id: document id
 
-     :param dataset_id: dataset id
 
-     :param doc_form: doc_form
 
-     :param file_id: file id
 
-     Usage: clean_document_task.delay(document_id, dataset_id)
 
-     """
 
-     logging.info(click.style("Start clean document when document deleted: {}".format(document_id), fg="green"))
 
-     start_at = time.perf_counter()
 
-     try:
 
-         dataset = db.session.query(Dataset).filter(Dataset.id == dataset_id).first()
 
-         if not dataset:
 
-             raise Exception("Document has no dataset")
 
-         segments = db.session.query(DocumentSegment).filter(DocumentSegment.document_id == document_id).all()
 
-         # check segment is exist
 
-         if segments:
 
-             index_node_ids = [segment.index_node_id for segment in segments]
 
-             index_processor = IndexProcessorFactory(doc_form).init_index_processor()
 
-             index_processor.clean(dataset, index_node_ids)
 
-             for segment in segments:
 
-                 db.session.delete(segment)
 
-             db.session.commit()
 
-         if file_id:
 
-             file = db.session.query(UploadFile).filter(UploadFile.id == file_id).first()
 
-             if file:
 
-                 try:
 
-                     storage.delete(file.key)
 
-                 except Exception:
 
-                     logging.exception("Delete file failed when document deleted, file_id: {}".format(file_id))
 
-                 db.session.delete(file)
 
-                 db.session.commit()
 
-         end_at = time.perf_counter()
 
-         logging.info(
 
-             click.style(
 
-                 "Cleaned document when document deleted: {} latency: {}".format(document_id, end_at - start_at),
 
-                 fg="green",
 
-             )
 
-         )
 
-     except Exception:
 
-         logging.exception("Cleaned document when document deleted failed")
 
 
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