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import logging
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import time
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import click
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from celery import shared_task
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from werkzeug.exceptions import NotFound
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from core.rag.datasource.vdb.vector_factory import Vector
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from extensions.ext_database import db
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from extensions.ext_redis import redis_client
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from models.dataset import Dataset
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from models.model import App, AppAnnotationSetting, MessageAnnotation
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@shared_task(queue='dataset')
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def disable_annotation_reply_task(job_id: str, app_id: str, tenant_id: str):
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"""
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Async enable annotation reply task
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"""
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logging.info(click.style('Start delete app annotations index: {}'.format(app_id), fg='green'))
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start_at = time.perf_counter()
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app = db.session.query(App).filter(
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App.id == app_id,
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App.tenant_id == tenant_id,
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App.status == 'normal'
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).first()
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annotations_count = db.session.query(MessageAnnotation).filter(MessageAnnotation.app_id == app_id).count()
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if not app:
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raise NotFound("App not found")
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app_annotation_setting = db.session.query(AppAnnotationSetting).filter(
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AppAnnotationSetting.app_id == app_id
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).first()
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if not app_annotation_setting:
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raise NotFound("App annotation setting not found")
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disable_app_annotation_key = 'disable_app_annotation_{}'.format(str(app_id))
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disable_app_annotation_job_key = 'disable_app_annotation_job_{}'.format(str(job_id))
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try:
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dataset = Dataset(
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id=app_id,
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tenant_id=tenant_id,
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indexing_technique='high_quality',
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collection_binding_id=app_annotation_setting.collection_binding_id
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)
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try:
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if annotations_count > 0:
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vector = Vector(dataset, attributes=['doc_id', 'annotation_id', 'app_id'])
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vector.delete_by_metadata_field('app_id', app_id)
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except Exception:
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logging.exception("Delete annotation index failed when annotation deleted.")
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redis_client.setex(disable_app_annotation_job_key, 600, 'completed')
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db.session.delete(app_annotation_setting)
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db.session.commit()
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end_at = time.perf_counter()
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logging.info(
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click.style('App annotations index deleted : {} latency: {}'.format(app_id, end_at - start_at),
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fg='green'))
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except Exception as e:
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logging.exception("Annotation batch deleted index failed:{}".format(str(e)))
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redis_client.setex(disable_app_annotation_job_key, 600, 'error')
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disable_app_annotation_error_key = 'disable_app_annotation_error_{}'.format(str(job_id))
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redis_client.setex(disable_app_annotation_error_key, 600, str(e))
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finally:
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redis_client.delete(disable_app_annotation_key)
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