import logging import time import click from celery import shared_task from core.index.index import IndexBuilder from extensions.ext_database import db from extensions.ext_redis import redis_client from models.dataset import DocumentSegment from werkzeug.exceptions import NotFound @shared_task(queue='dataset') def disable_segment_from_index_task(segment_id: str): """ Async disable segment from index :param segment_id: Usage: disable_segment_from_index_task.delay(segment_id) """ logging.info(click.style('Start disable segment from index: {}'.format(segment_id), fg='green')) start_at = time.perf_counter() segment = db.session.query(DocumentSegment).filter(DocumentSegment.id == segment_id).first() if not segment: raise NotFound('Segment not found') if segment.status != 'completed': raise NotFound('Segment is not completed , disable action is not allowed.') indexing_cache_key = 'segment_{}_indexing'.format(segment.id) try: dataset = segment.dataset if not dataset: logging.info(click.style('Segment {} has no dataset, pass.'.format(segment.id), fg='cyan')) return dataset_document = segment.document if not dataset_document: logging.info(click.style('Segment {} has no document, pass.'.format(segment.id), fg='cyan')) return if not dataset_document.enabled or dataset_document.archived or dataset_document.indexing_status != 'completed': logging.info(click.style('Segment {} document status is invalid, pass.'.format(segment.id), fg='cyan')) return vector_index = IndexBuilder.get_index(dataset, 'high_quality') kw_index = IndexBuilder.get_index(dataset, 'economy') # delete from vector index if vector_index: vector_index.delete_by_ids([segment.index_node_id]) # delete from keyword index kw_index.delete_by_ids([segment.index_node_id]) end_at = time.perf_counter() logging.info(click.style('Segment removed from index: {} latency: {}'.format(segment.id, end_at - start_at), fg='green')) except Exception: logging.exception("remove segment from index failed") segment.enabled = True db.session.commit() finally: redis_client.delete(indexing_cache_key)