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#
# 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.
#
from ragflow_sdk import RAGFlow
import random
import pytest
from common import HOST_ADDRESS
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) == "Duplicated dataset name in creating dataset."
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",
"knowledge_graph", "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)
valid_chunk_methods = ["naive", "manual", "qa", "table", "paper", "book", "laws", "presentation", "picture", "one",
"knowledge_graph", "email", "tag"]
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"'{chunk_method}' is not in {valid_chunk_methods}"
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()
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