# # Copyright 2025 The InfiniFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # import random import pytest from common import HOST_ADDRESS from ragflow_sdk import RAGFlow def test_create_dataset_with_name(get_api_key_fixture): API_KEY = get_api_key_fixture rag = RAGFlow(API_KEY, HOST_ADDRESS) rag.create_dataset("test_create_dataset_with_name") def test_create_dataset_with_duplicated_name(get_api_key_fixture): API_KEY = get_api_key_fixture rag = RAGFlow(API_KEY, HOST_ADDRESS) rag.create_dataset("test_create_dataset_with_duplicated_name") with pytest.raises(Exception) as exc_info: rag.create_dataset("test_create_dataset_with_duplicated_name") assert str(exc_info.value) == "Dataset name 'test_create_dataset_with_duplicated_name' already exists" def test_create_dataset_with_random_chunk_method(get_api_key_fixture): API_KEY = get_api_key_fixture rag = RAGFlow(API_KEY, HOST_ADDRESS) valid_chunk_methods = ["naive", "manual", "qa", "table", "paper", "book", "laws", "presentation", "picture", "one", "email"] random_chunk_method = random.choice(valid_chunk_methods) rag.create_dataset("test_create_dataset_with_random_chunk_method", chunk_method=random_chunk_method) def test_create_dataset_with_invalid_parameter(get_api_key_fixture): API_KEY = get_api_key_fixture rag = RAGFlow(API_KEY, HOST_ADDRESS) chunk_method = "invalid_chunk_method" with pytest.raises(Exception) as exc_info: rag.create_dataset("test_create_dataset_with_invalid_chunk_method", chunk_method=chunk_method) assert ( str(exc_info.value) == f"Field: - Message: - Value: <{chunk_method}>" ) def test_update_dataset_with_name(get_api_key_fixture): API_KEY = get_api_key_fixture rag = RAGFlow(API_KEY, HOST_ADDRESS) ds = rag.create_dataset("test_update_dataset") ds.update({"name": "updated_dataset"}) def test_delete_datasets_with_success(get_api_key_fixture): API_KEY = get_api_key_fixture rag = RAGFlow(API_KEY, HOST_ADDRESS) ds = rag.create_dataset("test_delete_dataset") rag.delete_datasets(ids=[ds.id]) def test_list_datasets_with_success(get_api_key_fixture): API_KEY = get_api_key_fixture rag = RAGFlow(API_KEY, HOST_ADDRESS) rag.create_dataset("test_list_datasets") rag.list_datasets()