import datetime import logging import time import click from werkzeug.exceptions import NotFound from core.indexing_runner import DocumentIsPausedException, IndexingRunner from events.event_handlers.document_index_event import document_index_created from extensions.ext_database import db from models.dataset import Document @document_index_created.connect def handle(sender, **kwargs): dataset_id = sender document_ids = kwargs.get('document_ids', None) documents = [] start_at = time.perf_counter() for document_id in document_ids: logging.info(click.style('Start process document: {}'.format(document_id), fg='green')) document = db.session.query(Document).filter( Document.id == document_id, Document.dataset_id == dataset_id ).first() if not document: raise NotFound('Document not found') document.indexing_status = 'parsing' document.processing_started_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None) documents.append(document) db.session.add(document) db.session.commit() try: indexing_runner = IndexingRunner() indexing_runner.run(documents) end_at = time.perf_counter() logging.info(click.style('Processed dataset: {} latency: {}'.format(dataset_id, end_at - start_at), fg='green')) except DocumentIsPausedException as ex: logging.info(click.style(str(ex), fg='yellow')) except Exception: pass