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78380fa181
### What problem does this PR solve? This PR introduces Pydantic-based validation for the create dataset HTTP API, improving code clarity and robustness. Key changes include: 1. Pydantic Validation 2. Error Handling 3. Test Updates 4. Documentation ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] Documentation Update - [x] Refactoring
78 lines
3.0 KiB
Python
78 lines
3.0 KiB
Python
#
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# Copyright 2025 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 random
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import pytest
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from common import HOST_ADDRESS
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from ragflow_sdk import RAGFlow
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def test_create_dataset_with_name(get_api_key_fixture):
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API_KEY = get_api_key_fixture
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rag = RAGFlow(API_KEY, HOST_ADDRESS)
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rag.create_dataset("test_create_dataset_with_name")
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def test_create_dataset_with_duplicated_name(get_api_key_fixture):
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API_KEY = get_api_key_fixture
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rag = RAGFlow(API_KEY, HOST_ADDRESS)
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rag.create_dataset("test_create_dataset_with_duplicated_name")
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with pytest.raises(Exception) as exc_info:
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rag.create_dataset("test_create_dataset_with_duplicated_name")
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assert str(exc_info.value) == "Dataset name 'test_create_dataset_with_duplicated_name' already exists"
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def test_create_dataset_with_random_chunk_method(get_api_key_fixture):
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API_KEY = get_api_key_fixture
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rag = RAGFlow(API_KEY, HOST_ADDRESS)
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valid_chunk_methods = ["naive", "manual", "qa", "table", "paper", "book", "laws", "presentation", "picture", "one", "email"]
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random_chunk_method = random.choice(valid_chunk_methods)
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rag.create_dataset("test_create_dataset_with_random_chunk_method", chunk_method=random_chunk_method)
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def test_create_dataset_with_invalid_parameter(get_api_key_fixture):
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API_KEY = get_api_key_fixture
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rag = RAGFlow(API_KEY, HOST_ADDRESS)
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chunk_method = "invalid_chunk_method"
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with pytest.raises(Exception) as exc_info:
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rag.create_dataset("test_create_dataset_with_invalid_chunk_method", chunk_method=chunk_method)
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assert (
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str(exc_info.value)
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== f"Field: <chunk_method> - Message: <Input should be 'naive', 'book', 'email', 'laws', 'manual', 'one', 'paper', 'picture', 'presentation', 'qa', 'table' or 'tag'> - Value: <{chunk_method}>"
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)
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def test_update_dataset_with_name(get_api_key_fixture):
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API_KEY = get_api_key_fixture
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rag = RAGFlow(API_KEY, HOST_ADDRESS)
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ds = rag.create_dataset("test_update_dataset")
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ds.update({"name": "updated_dataset"})
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def test_delete_datasets_with_success(get_api_key_fixture):
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API_KEY = get_api_key_fixture
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rag = RAGFlow(API_KEY, HOST_ADDRESS)
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ds = rag.create_dataset("test_delete_dataset")
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rag.delete_datasets(ids=[ds.id])
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def test_list_datasets_with_success(get_api_key_fixture):
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API_KEY = get_api_key_fixture
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rag = RAGFlow(API_KEY, HOST_ADDRESS)
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rag.create_dataset("test_list_datasets")
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rag.list_datasets()
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