63 lines
2.1 KiB
Python
63 lines
2.1 KiB
Python
import datetime
|
|
import logging
|
|
import time
|
|
|
|
import click
|
|
from celery import shared_task
|
|
|
|
from configs import dify_config
|
|
from core.indexing_runner import DocumentIsPausedException, IndexingRunner
|
|
from extensions.ext_database import db
|
|
from models.dataset import Dataset, Document, ExternalApiTemplates
|
|
from models.model import UploadFile
|
|
from services.feature_service import FeatureService
|
|
|
|
|
|
@shared_task(queue='dataset')
|
|
def external_document_indexing_task(dataset_id: str, api_template_id: str, data_source: dict, process_parameter: dict):
|
|
"""
|
|
Async process document
|
|
:param dataset_id:
|
|
:param api_template_id:
|
|
:param data_source:
|
|
:param process_parameter:
|
|
Usage: external_document_indexing_task.delay(dataset_id, document_id)
|
|
"""
|
|
documents = []
|
|
start_at = time.perf_counter()
|
|
|
|
dataset = db.session.query(Dataset).filter(Dataset.id == dataset_id).first()
|
|
if not dataset:
|
|
logging.info(click.style('Processed external dataset: {} failed, dataset not exit.'.format(dataset_id), fg='red'))
|
|
return
|
|
|
|
# get external api template
|
|
api_template = db.session.query(ExternalApiTemplates).filter(
|
|
ExternalApiTemplates.id == api_template_id,
|
|
ExternalApiTemplates.tenant_id == dataset.tenant_id
|
|
).first()
|
|
|
|
if not api_template:
|
|
logging.info(click.style('Processed external dataset: {} failed, api template: {} not exit.'.format(dataset_id, api_template_id), fg='red'))
|
|
return
|
|
file_resource = []
|
|
if data_source["type"] == "upload_file":
|
|
upload_file_list = data_source["info_list"]['file_info_list']['file_ids']
|
|
for file_id in upload_file_list:
|
|
file = db.session.query(UploadFile).filter(
|
|
UploadFile.tenant_id == dataset.tenant_id,
|
|
UploadFile.id == file_id
|
|
).first()
|
|
if file:
|
|
file_resource.append(file)
|
|
try:
|
|
# assemble headers
|
|
headers = self._assembling_headers()
|
|
|
|
# do http request
|
|
response = self._do_http_request(headers)
|
|
except DocumentIsPausedException as ex:
|
|
logging.info(click.style(str(ex), fg='yellow'))
|
|
except Exception:
|
|
pass
|