import logging import time import click from celery import shared_task from core.index.index import IndexBuilder from extensions.ext_database import db from models.dataset import Dataset, DocumentSegment @shared_task(queue='dataset') def clean_document_task(document_id: str, dataset_id: str): """ Clean document when document deleted. :param document_id: document id :param dataset_id: dataset 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') vector_index = IndexBuilder.get_index(dataset, 'high_quality') kw_index = IndexBuilder.get_index(dataset, 'economy') 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] # delete from vector index if vector_index: vector_index.delete_by_document_id(document_id) # delete from keyword index if index_node_ids: kw_index.delete_by_ids(index_node_ids) for segment in segments: db.session.delete(segment) 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")