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50 lines
1.5 KiB
Python
50 lines
1.5 KiB
Python
import datetime
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import logging
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import time
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import click
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from werkzeug.exceptions import NotFound
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from core.indexing_runner import DocumentIsPausedError, IndexingRunner
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from events.event_handlers.document_index_event import document_index_created
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from extensions.ext_database import db
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from models.dataset import Document
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@document_index_created.connect
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def handle(sender, **kwargs):
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dataset_id = sender
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document_ids = kwargs.get("document_ids")
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documents = []
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start_at = time.perf_counter()
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for document_id in document_ids:
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logging.info(click.style("Start process document: {}".format(document_id), fg="green"))
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document = (
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db.session.query(Document)
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.filter(
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Document.id == document_id,
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Document.dataset_id == dataset_id,
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)
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.first()
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)
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if not document:
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raise NotFound("Document not found")
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document.indexing_status = "parsing"
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document.processing_started_at = datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None)
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documents.append(document)
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db.session.add(document)
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db.session.commit()
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try:
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indexing_runner = IndexingRunner()
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indexing_runner.run(documents)
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end_at = time.perf_counter()
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logging.info(click.style("Processed dataset: {} latency: {}".format(dataset_id, end_at - start_at), fg="green"))
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except DocumentIsPausedError as ex:
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logging.info(click.style(str(ex), fg="yellow"))
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except Exception:
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pass
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