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@@ -1,91 +0,0 @@
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-import json
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-import logging
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-import time
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-
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-import click
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-from celery import shared_task # type: ignore
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-
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-from core.indexing_runner import DocumentIsPausedError
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-from extensions.ext_database import db
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-from extensions.ext_storage import storage
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-from models.dataset import Dataset, ExternalKnowledgeApis
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-from models.model import UploadFile
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-from services.external_knowledge_service import ExternalDatasetService
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-
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-
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-@shared_task(queue="dataset")
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-def external_document_indexing_task(
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- dataset_id: str, external_knowledge_api_id: str, data_source: dict, process_parameter: dict
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-):
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- """
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- Async process document
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- :param dataset_id:
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- :param external_knowledge_api_id:
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- :param data_source:
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- :param process_parameter:
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- Usage: external_document_indexing_task.delay(dataset_id, document_id)
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- """
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- start_at = time.perf_counter()
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-
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- dataset = db.session.query(Dataset).filter(Dataset.id == dataset_id).first()
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- if not dataset:
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- logging.info(
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- click.style("Processed external dataset: {} failed, dataset not exit.".format(dataset_id), fg="red")
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- )
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- return
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-
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- # get external api template
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- external_knowledge_api = (
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- db.session.query(ExternalKnowledgeApis)
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- .filter(
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- ExternalKnowledgeApis.id == external_knowledge_api_id, ExternalKnowledgeApis.tenant_id == dataset.tenant_id
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- )
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- .first()
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- )
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-
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- if not external_knowledge_api:
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- logging.info(
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- click.style(
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- "Processed external dataset: {} failed, api template: {} not exit.".format(
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- dataset_id, external_knowledge_api_id
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- ),
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- fg="red",
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- )
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- )
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- return
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- files = {}
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- if data_source["type"] == "upload_file":
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- upload_file_list = data_source["info_list"]["file_info_list"]["file_ids"]
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- for file_id in upload_file_list:
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- file = (
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- db.session.query(UploadFile)
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- .filter(UploadFile.tenant_id == dataset.tenant_id, UploadFile.id == file_id)
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- .first()
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- )
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- if file:
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- files[file.id] = (file.name, storage.load_once(file.key), file.mime_type)
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- try:
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- settings = ExternalDatasetService.get_external_knowledge_api_settings(
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- json.loads(external_knowledge_api.settings)
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- )
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-
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- # do http request
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- response = ExternalDatasetService.process_external_api(settings, files)
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- job_id = response.json().get("job_id")
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- if job_id:
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- # save job_id to dataset
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- dataset.job_id = job_id
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- db.session.commit()
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-
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- end_at = time.perf_counter()
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- logging.info(
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- click.style(
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- "Processed external dataset: {} successful, latency: {}".format(dataset.id, end_at - start_at),
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- fg="green",
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- )
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- )
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- except DocumentIsPausedError as ex:
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- logging.info(click.style(str(ex), fg="yellow"))
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-
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- except Exception:
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- pass
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