import logging import time from typing import List import click from celery import shared_task from core.index.keyword_table_index import KeywordTableIndex from core.index.vector_index import VectorIndex from extensions.ext_database import db from models.dataset import DocumentSegment, Dataset, Document @shared_task def clean_notion_document_task(document_ids: List[str], dataset_id: str): """ Clean document when document deleted. :param document_ids: document ids :param dataset_id: dataset id Usage: clean_notion_document_task.delay(document_ids, dataset_id) """ logging.info(click.style('Start clean document when import form notion document deleted: {}'.format(dataset_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 = VectorIndex(dataset=dataset) keyword_table_index = KeywordTableIndex(dataset=dataset) for document_id in document_ids: document = db.session.query(Document).filter( Document.id == document_id ).first() db.session.delete(document) segments = db.session.query(DocumentSegment).filter(DocumentSegment.document_id == document_id).all() index_node_ids = [segment.index_node_id for segment in segments] # delete from vector index vector_index.del_nodes(index_node_ids) # delete from keyword index if index_node_ids: keyword_table_index.del_nodes(index_node_ids) for segment in segments: db.session.delete(segment) db.session.commit() end_at = time.perf_counter() logging.info( click.style('Clean document when import form notion document deleted end :: {} latency: {}'.format( dataset_id, end_at - start_at), fg='green')) except Exception: logging.exception("Cleaned document when import form notion document deleted failed")