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import logging
import time
import click
from celery import shared_task
from core.rag.index_processor.index_processor_factory import IndexProcessorFactory
from extensions.ext_database import db
from models.dataset import Dataset, Document, DocumentSegment
@shared_task(queue="dataset")
def clean_notion_document_task(document_ids: list[str], dataset_id: str):
"""
Clean document when document deleted.
:param document_ids: document ids
:param dataset_id: dataset id
Usage: clean_notion_document_task.delay(document_ids, dataset_id)
"""
logging.info(
click.style("Start clean document when import form notion document deleted: {}".format(dataset_id), fg="green")
)
start_at = time.perf_counter()
try:
dataset = db.session.query(Dataset).filter(Dataset.id == dataset_id).first()
if not dataset:
raise Exception("Document has no dataset")
index_type = dataset.doc_form
index_processor = IndexProcessorFactory(index_type).init_index_processor()
for document_id in document_ids:
document = db.session.query(Document).filter(Document.id == document_id).first()
db.session.delete(document)
segments = db.session.query(DocumentSegment).filter(DocumentSegment.document_id == document_id).all()
index_node_ids = [segment.index_node_id for segment in segments]
index_processor.clean(dataset, index_node_ids)
for segment in segments:
db.session.delete(segment)
db.session.commit()
end_at = time.perf_counter()
logging.info(
click.style(
"Clean document when import form notion document deleted end :: {} latency: {}".format(
dataset_id, end_at - start_at
),
fg="green",
)
)
except Exception:
logging.exception("Cleaned document when import form notion document deleted failed")
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