import logging import time import click from celery import shared_task # type: ignore from core.rag.index_processor.index_processor_factory import IndexProcessorFactory from core.tools.utils.web_reader_tool import get_image_upload_file_ids from extensions.ext_database import db from extensions.ext_storage import storage from models.dataset import Dataset, DocumentSegment from models.model import UploadFile @shared_task(queue="dataset") def batch_clean_document_task(document_ids: list[str], dataset_id: str, doc_form: str, file_ids: list[str]): """ Clean document when document deleted. :param document_ids: document ids :param dataset_id: dataset id :param doc_form: doc_form :param file_ids: file ids Usage: clean_document_task.delay(document_id, dataset_id) """ logging.info(click.style("Start batch clean documents when documents deleted", 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") segments = db.session.query(DocumentSegment).filter(DocumentSegment.document_id.in_(document_ids)).all() # check segment is exist if segments: index_node_ids = [segment.index_node_id for segment in segments] index_processor = IndexProcessorFactory(doc_form).init_index_processor() index_processor.clean(dataset, index_node_ids, with_keywords=True, delete_child_chunks=True) for segment in segments: image_upload_file_ids = get_image_upload_file_ids(segment.content) for upload_file_id in image_upload_file_ids: image_file = db.session.query(UploadFile).filter(UploadFile.id == upload_file_id).first() try: if image_file and image_file.key: storage.delete(image_file.key) except Exception: logging.exception( "Delete image_files failed when storage deleted, \ image_upload_file_is: {}".format(upload_file_id) ) db.session.delete(image_file) db.session.delete(segment) db.session.commit() if file_ids: files = db.session.query(UploadFile).filter(UploadFile.id.in_(file_ids)).all() for file in files: try: storage.delete(file.key) except Exception: logging.exception("Delete file failed when document deleted, file_id: {}".format(file.id)) db.session.delete(file) db.session.commit() end_at = time.perf_counter() logging.info( click.style( "Cleaned documents when documents deleted latency: {}".format(end_at - start_at), fg="green", ) ) except Exception: logging.exception("Cleaned documents when documents deleted failed")