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129
api/controllers/service_api/dataset/document.py
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129
api/controllers/service_api/dataset/document.py
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import datetime
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import uuid
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from flask import current_app
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from flask_restful import reqparse
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from werkzeug.exceptions import NotFound
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import services.dataset_service
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from controllers.service_api import api
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from controllers.service_api.app.error import ProviderNotInitializeError
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from controllers.service_api.dataset.error import ArchivedDocumentImmutableError, DocumentIndexingError, \
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DatasetNotInitedError
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from controllers.service_api.wraps import DatasetApiResource
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from core.llm.error import ProviderTokenNotInitError
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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.model import UploadFile
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from services.dataset_service import DocumentService
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class DocumentListApi(DatasetApiResource):
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"""Resource for documents."""
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def post(self, dataset):
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"""Create document."""
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parser = reqparse.RequestParser()
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parser.add_argument('name', type=str, required=True, nullable=False, location='json')
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parser.add_argument('text', type=str, required=True, nullable=False, location='json')
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parser.add_argument('doc_type', type=str, location='json')
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parser.add_argument('doc_metadata', type=dict, location='json')
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args = parser.parse_args()
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if not dataset.indexing_technique:
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raise DatasetNotInitedError("Dataset indexing technique must be set.")
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doc_type = args.get('doc_type')
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doc_metadata = args.get('doc_metadata')
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if doc_type and doc_type not in DocumentService.DOCUMENT_METADATA_SCHEMA:
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raise ValueError('Invalid doc_type.')
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# user uuid as file name
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file_uuid = str(uuid.uuid4())
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file_key = 'upload_files/' + dataset.tenant_id + '/' + file_uuid + '.txt'
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# save file to storage
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storage.save(file_key, args.get('text'))
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# save file to db
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config = current_app.config
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upload_file = UploadFile(
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tenant_id=dataset.tenant_id,
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storage_type=config['STORAGE_TYPE'],
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key=file_key,
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name=args.get('name') + '.txt',
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size=len(args.get('text')),
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extension='txt',
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mime_type='text/plain',
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created_by=dataset.created_by,
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created_at=datetime.datetime.utcnow(),
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used=True,
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used_by=dataset.created_by,
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used_at=datetime.datetime.utcnow()
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)
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db.session.add(upload_file)
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db.session.commit()
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document_data = {
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'data_source': {
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'type': 'upload_file',
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'info': upload_file.id
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}
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}
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try:
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document = DocumentService.save_document_with_dataset_id(
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dataset=dataset,
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document_data=document_data,
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account=dataset.created_by_account,
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dataset_process_rule=dataset.latest_process_rule,
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created_from='api'
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)
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except ProviderTokenNotInitError:
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raise ProviderNotInitializeError()
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if doc_type and doc_metadata:
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metadata_schema = DocumentService.DOCUMENT_METADATA_SCHEMA[doc_type]
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document.doc_metadata = {}
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for key, value_type in metadata_schema.items():
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value = doc_metadata.get(key)
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if value is not None and isinstance(value, value_type):
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document.doc_metadata[key] = value
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document.doc_type = doc_type
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document.updated_at = datetime.datetime.utcnow()
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db.session.commit()
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return {'id': document.id}
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class DocumentApi(DatasetApiResource):
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def delete(self, dataset, document_id):
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"""Delete document."""
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document_id = str(document_id)
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document = DocumentService.get_document(dataset.id, document_id)
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# 404 if document not found
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if document is None:
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raise NotFound("Document Not Exists.")
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# 403 if document is archived
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if DocumentService.check_archived(document):
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raise ArchivedDocumentImmutableError()
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try:
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# delete document
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DocumentService.delete_document(document)
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except services.errors.document.DocumentIndexingError:
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raise DocumentIndexingError('Cannot delete document during indexing.')
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return {'result': 'success'}, 204
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api.add_resource(DocumentListApi, '/documents')
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api.add_resource(DocumentApi, '/documents/<uuid:document_id>')
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