import logging import time import click from celery import shared_task # type: ignore from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from extensions.ext_database import db from models.dataset import Dataset, Document @shared_task(queue="dataset") def delete_segment_from_index_task(index_node_ids: list, dataset_id: str, document_id: str): """ Async Remove segment from index :param index_node_ids: :param dataset_id: :param document_id: Usage: delete_segment_from_index_task.delay(segment_ids) """ logging.info(click.style("Start delete segment from index", fg="green")) start_at = time.perf_counter() try: dataset = db.session.query(Dataset).filter(Dataset.id == dataset_id).first() if not dataset: return dataset_document = db.session.query(Document).filter(Document.id == document_id).first() if not dataset_document: return if not dataset_document.enabled or dataset_document.archived or dataset_document.indexing_status != "completed": return index_type = dataset_document.doc_form index_processor = IndexProcessorFactory(index_type).init_index_processor() index_processor.clean(dataset, index_node_ids, with_keywords=True, delete_child_chunks=True) end_at = time.perf_counter() logging.info(click.style("Segment deleted from index latency: {}".format(end_at - start_at), fg="green")) except Exception: logging.exception("delete segment from index failed")