| 123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475 | import datetimeimport loggingimport timeimport clickfrom celery import shared_taskfrom werkzeug.exceptions import NotFoundfrom core.index.index import IndexBuilderfrom extensions.ext_database import dbfrom extensions.ext_redis import redis_clientfrom models.dataset import Datasetfrom models.model import MessageAnnotation, App, AppAnnotationSetting@shared_task(queue='dataset')def disable_annotation_reply_task(job_id: str, app_id: str, tenant_id: str):    """    Async enable annotation reply task    """    logging.info(click.style('Start delete app annotations index: {}'.format(app_id), fg='green'))    start_at = time.perf_counter()    # get app info    app = db.session.query(App).filter(        App.id == app_id,        App.tenant_id == tenant_id,        App.status == 'normal'    ).first()    if not app:        raise NotFound("App not found")    app_annotation_setting = db.session.query(AppAnnotationSetting).filter(        AppAnnotationSetting.app_id == app_id    ).first()    if not app_annotation_setting:        raise NotFound("App annotation setting not found")    disable_app_annotation_key = 'disable_app_annotation_{}'.format(str(app_id))    disable_app_annotation_job_key = 'disable_app_annotation_job_{}'.format(str(job_id))    try:        dataset = Dataset(            id=app_id,            tenant_id=tenant_id,            indexing_technique='high_quality',            collection_binding_id=app_annotation_setting.collection_binding_id        )        vector_index = IndexBuilder.get_default_high_quality_index(dataset)        if vector_index:            try:                vector_index.delete_by_metadata_field('app_id', app_id)            except Exception:                logging.exception("Delete doc index failed when dataset deleted.")        redis_client.setex(disable_app_annotation_job_key, 600, 'completed')        # delete annotation setting        db.session.delete(app_annotation_setting)        db.session.commit()        end_at = time.perf_counter()        logging.info(            click.style('App annotations index deleted : {} latency: {}'.format(app_id, end_at - start_at),                        fg='green'))    except Exception as e:        logging.exception("Annotation batch deleted index failed:{}".format(str(e)))        redis_client.setex(disable_app_annotation_job_key, 600, 'error')        disable_app_annotation_error_key = 'disable_app_annotation_error_{}'.format(str(job_id))        redis_client.setex(disable_app_annotation_error_key, 600, str(e))    finally:        redis_client.delete(disable_app_annotation_key)
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