import logging import time import click from celery import shared_task from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from extensions.ext_database import db from models.dataset import Dataset, Document, DocumentSegment @shared_task(queue='dataset') 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') index_type = dataset.doc_form index_processor = IndexProcessorFactory(index_type).init_index_processor() 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] index_processor.clean(dataset, 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")