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