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42 lines
1.5 KiB
Python
42 lines
1.5 KiB
Python
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 core.rag.datasource.vdb.vector_factory import Vector
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from models.dataset import Dataset
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from services.dataset_service import DatasetCollectionBindingService
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@shared_task(queue="dataset")
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def delete_annotation_index_task(annotation_id: str, app_id: str, tenant_id: str, collection_binding_id: str):
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"""
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Async delete annotation index task
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"""
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logging.info(click.style("Start delete app annotation index: {}".format(app_id), fg="green"))
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start_at = time.perf_counter()
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try:
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dataset_collection_binding = DatasetCollectionBindingService.get_dataset_collection_binding_by_id_and_type(
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collection_binding_id, "annotation"
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)
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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=dataset_collection_binding.id,
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)
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try:
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vector = Vector(dataset, attributes=["doc_id", "annotation_id", "app_id"])
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vector.delete_by_metadata_field("annotation_id", annotation_id)
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except Exception:
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logging.exception("Delete annotation index failed when annotation deleted.")
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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), fg="green")
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)
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except Exception as e:
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logging.exception("Annotation deleted index failed:{}".format(str(e)))
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