cecilia-uu
commited on
Commit
·
de7c780
1
Parent(s):
70b1cb8
API: upload document api (#1264)
Browse files### What problem does this PR solve?
API: Adds the feature of uploading document.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
- api/apps/dataset_api.py +8 -21
- api/apps/documents_api.py +172 -0
- sdk/python/ragflow/ragflow.py +57 -1
- sdk/python/test/test_data/.txt +2 -0
- sdk/python/test/test_data/empty.txt +0 -0
- sdk/python/test/test_data/test.txt +3 -0
- sdk/python/test/test_data/test1.txt +2 -0
- sdk/python/test/test_document.py +180 -0
api/apps/dataset_api.py
CHANGED
@@ -14,36 +14,23 @@
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# limitations under the License.
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-
import
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import os
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import re
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from datetime import datetime, timedelta
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from flask import request, Response
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from flask_login import login_required, current_user
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from httpx import HTTPError
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from api.
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from api.db
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from api.db.services import duplicate_name
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from api.db.services.api_service import APITokenService, API4ConversationService
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from api.db.services.dialog_service import DialogService, chat
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from api.db.services.document_service import DocumentService
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from api.db.services.file2document_service import File2DocumentService
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from api.db.services.file_service import FileService
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from api.db.services.knowledgebase_service import KnowledgebaseService
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from api.db.services.
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from api.
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from api.
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from api.utils import get_uuid, current_timestamp, datetime_format
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# from api.utils.api_utils import server_error_response, get_data_error_result, get_json_result, validate_request
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from itsdangerous import URLSafeTimedSerializer
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from api.utils.file_utils import filename_type, thumbnail
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from rag.utils.minio_conn import MINIO
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# import library
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from api.utils.api_utils import construct_json_result, construct_result, construct_error_response, validate_request
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-
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# ------------------------------ create a dataset ---------------------------------------
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# limitations under the License.
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from flask import request
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from flask_login import login_required, current_user
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from httpx import HTTPError
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from api.contants import NAME_LENGTH_LIMIT
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from api.db import FileSource, StatusEnum
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from api.db.db_models import File
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from api.db.services import duplicate_name
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from api.db.services.document_service import DocumentService
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from api.db.services.file2document_service import File2DocumentService
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from api.db.services.file_service import FileService
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from api.db.services.knowledgebase_service import KnowledgebaseService
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from api.db.services.user_service import TenantService
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from api.settings import RetCode
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from api.utils import get_uuid
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from api.utils.api_utils import construct_json_result, construct_result, construct_error_response, validate_request
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# ------------------------------ create a dataset ---------------------------------------
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api/apps/documents_api.py
ADDED
@@ -0,0 +1,172 @@
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#
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# Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License
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#
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import os
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import re
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import warnings
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from flask import request
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from flask_login import login_required, current_user
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from api.db import FileType, ParserType
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from api.db.services import duplicate_name
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from api.db.services.document_service import DocumentService
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from api.db.services.file_service import FileService
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from api.db.services.knowledgebase_service import KnowledgebaseService
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from api.settings import RetCode
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from api.utils import get_uuid
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from api.utils.api_utils import construct_json_result
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from api.utils.file_utils import filename_type, thumbnail
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from rag.utils.minio_conn import MINIO
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MAXIMUM_OF_UPLOADING_FILES = 256
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# ----------------------------upload local files-----------------------------------------------------
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@manager.route('/<dataset_id>', methods=['POST'])
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@login_required
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def upload(dataset_id):
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# no files
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if not request.files:
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return construct_json_result(
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message='There is no file!', code=RetCode.ARGUMENT_ERROR)
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# the number of uploading files exceeds the limit
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file_objs = request.files.getlist('file')
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num_file_objs = len(file_objs)
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if num_file_objs > MAXIMUM_OF_UPLOADING_FILES:
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return construct_json_result(code=RetCode.DATA_ERROR, message=f"You try to upload {num_file_objs} files, "
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f"which exceeds the maximum number of uploading files: {MAXIMUM_OF_UPLOADING_FILES}")
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for file_obj in file_objs:
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# the content of the file
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file_content = file_obj.read()
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file_name = file_obj.filename
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# no name
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if not file_name:
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return construct_json_result(
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message='There is a file without name!', code=RetCode.ARGUMENT_ERROR)
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# TODO: support the remote files
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if 'http' in file_name:
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return construct_json_result(code=RetCode.ARGUMENT_ERROR, message="Remote files have not unsupported.")
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# the content is empty, raising a warning
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if file_content == b'':
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warnings.warn(f"[WARNING]: The file {file_name} is empty.")
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# no dataset
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exist, dataset = KnowledgebaseService.get_by_id(dataset_id)
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if not exist:
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return construct_json_result(message="Can't find this dataset", code=RetCode.DATA_ERROR)
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# get the root_folder
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root_folder = FileService.get_root_folder(current_user.id)
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# get the id of the root_folder
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parent_file_id = root_folder["id"] # document id
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# this is for the new user, create '.knowledgebase' file
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FileService.init_knowledgebase_docs(parent_file_id, current_user.id)
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# go inside this folder, get the kb_root_folder
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kb_root_folder = FileService.get_kb_folder(current_user.id)
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# link the file management to the kb_folder
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kb_folder = FileService.new_a_file_from_kb(dataset.tenant_id, dataset.name, kb_root_folder["id"])
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# grab all the errs
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err = []
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MAX_FILE_NUM_PER_USER = int(os.environ.get('MAX_FILE_NUM_PER_USER', 0))
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for file in file_objs:
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try:
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# TODO: get this value from the database as some tenants have this limit while others don't
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if MAX_FILE_NUM_PER_USER > 0 and DocumentService.get_doc_count(dataset.tenant_id) >= MAX_FILE_NUM_PER_USER:
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return construct_json_result(code=RetCode.DATA_ERROR,
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message="Exceed the maximum file number of a free user!")
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# deal with the duplicate name
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filename = duplicate_name(
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DocumentService.query,
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name=file.filename,
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kb_id=dataset.id)
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# deal with the unsupported type
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filetype = filename_type(filename)
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if filetype == FileType.OTHER.value:
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return construct_json_result(code=RetCode.DATA_ERROR,
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message="This type of file has not been supported yet!")
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# upload to the minio
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location = filename
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while MINIO.obj_exist(dataset_id, location):
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location += "_"
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blob = file.read()
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MINIO.put(dataset_id, location, blob)
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doc = {
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"id": get_uuid(),
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"kb_id": dataset.id,
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"parser_id": dataset.parser_id,
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"parser_config": dataset.parser_config,
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"created_by": current_user.id,
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"type": filetype,
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"name": filename,
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"location": location,
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"size": len(blob),
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"thumbnail": thumbnail(filename, blob)
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}
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if doc["type"] == FileType.VISUAL:
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doc["parser_id"] = ParserType.PICTURE.value
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if re.search(r"\.(ppt|pptx|pages)$", filename):
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doc["parser_id"] = ParserType.PRESENTATION.value
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DocumentService.insert(doc)
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FileService.add_file_from_kb(doc, kb_folder["id"], dataset.tenant_id)
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except Exception as e:
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err.append(file.filename + ": " + str(e))
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if err:
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# return all the errors
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return construct_json_result(message="\n".join(err), code=RetCode.SERVER_ERROR)
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# success
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return construct_json_result(data=True, code=RetCode.SUCCESS)
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# ----------------------------upload online files------------------------------------------------
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# ----------------------------download a file-----------------------------------------------------
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# ----------------------------delete a file-----------------------------------------------------
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# ----------------------------enable rename-----------------------------------------------------
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# ----------------------------list files-----------------------------------------------------
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# ----------------------------start parsing-----------------------------------------------------
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# ----------------------------stop parsing-----------------------------------------------------
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# ----------------------------show the status of the file-----------------------------------------------------
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# ----------------------------list the chunks of the file-----------------------------------------------------
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# ----------------------------delete the chunk-----------------------------------------------------
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# ----------------------------edit the status of the chunk-----------------------------------------------------
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# ----------------------------insert a new chunk-----------------------------------------------------
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# ----------------------------upload a file-----------------------------------------------------
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# ----------------------------get a specific chunk-----------------------------------------------------
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# ----------------------------retrieval test-----------------------------------------------------
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sdk/python/ragflow/ragflow.py
CHANGED
@@ -13,9 +13,12 @@
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import os
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import requests
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class RAGFlow:
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'''
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api_url: http://<host_address>/api/v1
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dataset_url: http://<host_address>/api/v1/dataset
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'''
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self.user_key = user_key
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self.api_url = f"{base_url}/api/{version}"
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self.dataset_url = f"{self.api_url}/dataset"
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self.authorization_header = {"Authorization": "{}".format(self.user_key)}
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def create_dataset(self, dataset_name):
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endpoint = f"{self.dataset_url}/{dataset_id}"
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response = requests.put(endpoint, json=params, headers=self.authorization_header)
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return response.json()
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import json
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import os
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import requests
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from api.settings import RetCode
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class RAGFlow:
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'''
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api_url: http://<host_address>/api/v1
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dataset_url: http://<host_address>/api/v1/dataset
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document_url: http://<host_address>/api/v1/documents
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'''
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self.user_key = user_key
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self.api_url = f"{base_url}/api/{version}"
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self.dataset_url = f"{self.api_url}/dataset"
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self.document_url = f"{self.api_url}/documents"
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self.authorization_header = {"Authorization": "{}".format(self.user_key)}
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def create_dataset(self, dataset_name):
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endpoint = f"{self.dataset_url}/{dataset_id}"
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response = requests.put(endpoint, json=params, headers=self.authorization_header)
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return response.json()
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# -------------------- content management -----------------------------------------------------
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# ----------------------------upload local files-----------------------------------------------------
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def upload_local_file(self, dataset_id, file_paths):
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files = []
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for file_path in file_paths:
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if not isinstance(file_path, str):
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return {'code': RetCode.ARGUMENT_ERROR, 'message': f"{file_path} is not string."}
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if 'http' in file_path:
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return {'code': RetCode.ARGUMENT_ERROR, 'message': "Remote files have not unsupported."}
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if os.path.isfile(file_path):
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files.append(('file', open(file_path, 'rb')))
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else:
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return {'code': RetCode.DATA_ERROR, 'message': f"The file {file_path} does not exist"}
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res = requests.request('POST', url=f"{self.document_url}/{dataset_id}", files=files,
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headers=self.authorization_header)
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result_dict = json.loads(res.text)
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return result_dict
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# ----------------------------upload remote files-----------------------------------------------------
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# ----------------------------download a file-----------------------------------------------------
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# ----------------------------delete a file-----------------------------------------------------
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# ----------------------------enable rename-----------------------------------------------------
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# ----------------------------list files-----------------------------------------------------
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# ----------------------------start parsing-----------------------------------------------------
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# ----------------------------stop parsing-----------------------------------------------------
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# ----------------------------show the status of the file-----------------------------------------------------
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# ----------------------------list the chunks of the file-----------------------------------------------------
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# ----------------------------delete the chunk-----------------------------------------------------
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# ----------------------------edit the status of the chunk-----------------------------------------------------
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# ----------------------------insert a new chunk-----------------------------------------------------
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# ----------------------------upload a file-----------------------------------------------------
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# ----------------------------get a specific chunk-----------------------------------------------------
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# ----------------------------retrieval test-----------------------------------------------------
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sdk/python/test/test_data/.txt
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hhh
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hhh
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sdk/python/test/test_data/empty.txt
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File without changes
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sdk/python/test/test_data/test.txt
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test
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test
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test
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sdk/python/test/test_data/test1.txt
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test1
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test1
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sdk/python/test/test_document.py
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from api.settings import RetCode
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from test_sdkbase import TestSdk
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from ragflow import RAGFlow
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import pytest
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from common import API_KEY, HOST_ADDRESS
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from api.contants import NAME_LENGTH_LIMIT
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class TestFile(TestSdk):
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"""
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This class contains a suite of tests for the content management functionality within the dataset.
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It ensures that the following functionalities as expected:
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1. upload local files
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2. upload remote files
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3. download a file
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4. delete a file
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5. enable rename
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6. list files
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7. start parsing
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8. end parsing
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9. check the status of the file
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10. list the chunks
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11. delete a chunk
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12. insert a new chunk
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13. edit the status of chunk
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14. get the specific chunk
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15. retrieval test
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"""
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# ----------------------------upload local files-----------------------------------------------------
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def test_upload_two_files(self):
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"""
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Test uploading two files with success.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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created_res = ragflow.create_dataset("test_upload_two_files")
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dataset_id = created_res['data']['dataset_id']
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file_paths = ["test_data/test.txt", "test_data/test1.txt"]
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res = ragflow.upload_local_file(dataset_id, file_paths)
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assert res['code'] == RetCode.SUCCESS and res['data'] is True and res['message'] == 'success'
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def test_upload_one_file(self):
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"""
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Test uploading one file with success.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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created_res = ragflow.create_dataset("test_upload_one_file")
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dataset_id = created_res['data']['dataset_id']
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file_paths = ["test_data/test.txt"]
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res = ragflow.upload_local_file(dataset_id, file_paths)
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assert res['code'] == RetCode.SUCCESS and res['data'] is True and res['message'] == 'success'
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def test_upload_nonexistent_files(self):
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"""
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Test uploading a file which does not exist.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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created_res = ragflow.create_dataset("test_upload_nonexistent_files")
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dataset_id = created_res['data']['dataset_id']
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file_paths = ["test_data/imagination.txt"]
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res = ragflow.upload_local_file(dataset_id, file_paths)
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assert res['code'] == RetCode.DATA_ERROR and "does not exist" in res['message']
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def test_upload_file_if_dataset_does_not_exist(self):
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"""
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Test uploading files if the dataset id does not exist.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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file_paths = ["test_data/test.txt"]
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res = ragflow.upload_local_file("111", file_paths)
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assert res['code'] == RetCode.DATA_ERROR and res['message'] == "Can't find this dataset"
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def test_upload_file_without_name(self):
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"""
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Test uploading files that do not have name.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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created_res = ragflow.create_dataset("test_upload_file_without_name")
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dataset_id = created_res['data']['dataset_id']
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file_paths = ["test_data/.txt"]
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res = ragflow.upload_local_file(dataset_id, file_paths)
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assert res['code'] == RetCode.SUCCESS
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def test_upload_file_without_name1(self):
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"""
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Test uploading files that do not have name.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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created_res = ragflow.create_dataset("test_upload_file_without_name")
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dataset_id = created_res['data']['dataset_id']
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file_paths = ["test_data/.txt", "test_data/empty.txt"]
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res = ragflow.upload_local_file(dataset_id, file_paths)
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assert res['code'] == RetCode.SUCCESS
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def test_upload_files_exceeding_the_number_limit(self):
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"""
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Test uploading files whose number exceeds the limit.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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created_res = ragflow.create_dataset("test_upload_files_exceeding_the_number_limit")
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dataset_id = created_res['data']['dataset_id']
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file_paths = ["test_data/test.txt", "test_data/test1.txt"] * 256
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res = ragflow.upload_local_file(dataset_id, file_paths)
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assert (res['message'] ==
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'You try to upload 512 files, which exceeds the maximum number of uploading files: 256'
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and res['code'] == RetCode.DATA_ERROR)
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def test_upload_files_without_files(self):
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"""
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Test uploading files without files.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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created_res = ragflow.create_dataset("test_upload_files_without_files")
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dataset_id = created_res['data']['dataset_id']
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file_paths = [None]
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res = ragflow.upload_local_file(dataset_id, file_paths)
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assert (res['message'] == 'None is not string.' and res['code'] == RetCode.ARGUMENT_ERROR)
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def test_upload_files_with_two_files_with_same_name(self):
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"""
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Test uploading files with the same name.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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created_res = ragflow.create_dataset("test_upload_files_with_two_files_with_same_name")
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dataset_id = created_res['data']['dataset_id']
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file_paths = ['test_data/test.txt'] * 2
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res = ragflow.upload_local_file(dataset_id, file_paths)
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assert (res['message'] == 'success' and res['code'] == RetCode.SUCCESS)
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def test_upload_files_with_file_paths(self):
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"""
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Test uploading files with only specifying the file path's repo.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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created_res = ragflow.create_dataset("test_upload_files_with_file_paths")
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dataset_id = created_res['data']['dataset_id']
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file_paths = ['test_data/']
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res = ragflow.upload_local_file(dataset_id, file_paths)
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assert (res['message'] == 'The file test_data/ does not exist' and res['code'] == RetCode.DATA_ERROR)
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def test_upload_files_with_remote_file_path(self):
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"""
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Test uploading files with remote files.
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"""
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ragflow = RAGFlow(API_KEY, HOST_ADDRESS)
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created_res = ragflow.create_dataset("test_upload_files_with_remote_file_path")
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dataset_id = created_res['data']['dataset_id']
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file_paths = ['https://github.com/genostack/ragflow']
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res = ragflow.upload_local_file(dataset_id, file_paths)
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assert res['code'] == RetCode.ARGUMENT_ERROR and res['message'] == 'Remote files have not unsupported.'
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# ----------------------------upload remote files-----------------------------------------------------
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# ----------------------------download a file-----------------------------------------------------
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# ----------------------------delete a file-----------------------------------------------------
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# ----------------------------enable rename-----------------------------------------------------
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# ----------------------------list files-----------------------------------------------------
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# ----------------------------start parsing-----------------------------------------------------
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# ----------------------------stop parsing-----------------------------------------------------
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# ----------------------------show the status of the file-----------------------------------------------------
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# ----------------------------list the chunks of the file-----------------------------------------------------
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# ----------------------------delete the chunk-----------------------------------------------------
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# ----------------------------edit the status of the chunk-----------------------------------------------------
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# ----------------------------insert a new chunk-----------------------------------------------------
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# ----------------------------upload a file-----------------------------------------------------
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# ----------------------------get a specific chunk-----------------------------------------------------
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# ----------------------------retrieval test-----------------------------------------------------
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