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							- import logging
 - import time
 - 
 - import click
 - from celery import shared_task  # type: ignore
 - 
 - from core.rag.datasource.vdb.vector_factory import Vector
 - from extensions.ext_database import db
 - from extensions.ext_redis import redis_client
 - from models.dataset import Dataset
 - from models.model import App, AppAnnotationSetting, MessageAnnotation
 - 
 - 
 - @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(f"Start delete app annotations index: {app_id}", fg="green"))
 -     start_at = time.perf_counter()
 -     # get app info
 -     app = db.session.query(App).where(App.id == app_id, App.tenant_id == tenant_id, App.status == "normal").first()
 -     annotations_count = db.session.query(MessageAnnotation).where(MessageAnnotation.app_id == app_id).count()
 -     if not app:
 -         logging.info(click.style(f"App not found: {app_id}", fg="red"))
 -         db.session.close()
 -         return
 - 
 -     app_annotation_setting = db.session.query(AppAnnotationSetting).where(AppAnnotationSetting.app_id == app_id).first()
 - 
 -     if not app_annotation_setting:
 -         logging.info(click.style(f"App annotation setting not found: {app_id}", fg="red"))
 -         db.session.close()
 -         return
 - 
 -     disable_app_annotation_key = f"disable_app_annotation_{str(app_id)}"
 -     disable_app_annotation_job_key = f"disable_app_annotation_job_{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,
 -         )
 - 
 -         try:
 -             if annotations_count > 0:
 -                 vector = Vector(dataset, attributes=["doc_id", "annotation_id", "app_id"])
 -                 vector.delete()
 -         except Exception:
 -             logging.exception("Delete annotation index failed when annotation 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(f"App annotations index deleted : {app_id} latency: {end_at - start_at}", fg="green"))
 -     except Exception as e:
 -         logging.exception("Annotation batch deleted index failed")
 -         redis_client.setex(disable_app_annotation_job_key, 600, "error")
 -         disable_app_annotation_error_key = f"disable_app_annotation_error_{str(job_id)}"
 -         redis_client.setex(disable_app_annotation_error_key, 600, str(e))
 -     finally:
 -         redis_client.delete(disable_app_annotation_key)
 -         db.session.close()
 
 
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