05a67c24f8
- 将查询参数从全局元数据迁移到知识库实例元数据 - 废弃 reranker_config 配置，统一通过 query_params.options 管理 - 修改 Milvus 和 LightRAG 实现以使用新的查询参数结构 - 更新前端界面移除旧的 reranker 配置表单 - 添加测试用例验证新的查询参数配置流程
128 lines
5.1 KiB
Python
128 lines
5.1 KiB
Python
"""
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Integration tests for knowledge router endpoints.
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"""
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from __future__ import annotations
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import uuid
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import pytest
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pytestmark = [pytest.mark.asyncio, pytest.mark.integration]
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async def test_admin_can_manage_knowledge_databases(test_client, admin_headers, knowledge_database):
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db_id = knowledge_database["db_id"]
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list_response = await test_client.get("/api/knowledge/databases", headers=admin_headers)
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assert list_response.status_code == 200, list_response.text
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databases = list_response.json().get("databases", [])
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assert any(entry["db_id"] == db_id for entry in databases)
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get_response = await test_client.get(f"/api/knowledge/databases/{db_id}", headers=admin_headers)
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assert get_response.status_code == 200, get_response.text
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assert get_response.json()["db_id"] == db_id
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update_response = await test_client.put(
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f"/api/knowledge/databases/{db_id}",
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json={"name": knowledge_database["name"], "description": "Updated by pytest"},
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headers=admin_headers,
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)
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assert update_response.status_code == 200, update_response.text
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assert update_response.json()["database"]["description"] == "Updated by pytest"
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async def test_knowledge_routes_enforce_permissions(test_client, standard_user, knowledge_database):
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db_id = knowledge_database["db_id"]
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forbidden_create = await test_client.post(
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"/api/knowledge/databases",
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json={
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"database_name": "unauthorized_db",
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"description": "Should not succeed",
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"embed_model_name": "siliconflow/BAAI/bge-m3",
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},
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headers=standard_user["headers"],
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)
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assert forbidden_create.status_code == 403
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forbidden_list = await test_client.get("/api/knowledge/databases", headers=standard_user["headers"])
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assert forbidden_list.status_code == 403
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forbidden_get = await test_client.get(f"/api/knowledge/databases/{db_id}", headers=standard_user["headers"])
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assert forbidden_get.status_code == 403
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async def test_admin_can_create_vector_db_with_reranker(test_client, admin_headers):
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"""测试创建向量库并配置 reranker 参数（通过 query_params.options）"""
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db_name = f"pytest_rerank_{uuid.uuid4().hex[:6]}"
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payload = {
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"database_name": db_name,
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"description": "Vector DB with reranker",
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"embed_model_name": "siliconflow/BAAI/bge-m3",
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"kb_type": "milvus",
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"additional_params": {},
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}
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create_response = await test_client.post("/api/knowledge/databases", json=payload, headers=admin_headers)
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assert create_response.status_code == 200, create_response.text
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db_payload = create_response.json()
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db_id = db_payload["db_id"]
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try:
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# 获取查询参数配置
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params_response = await test_client.get(f"/api/knowledge/databases/{db_id}/query-params", headers=admin_headers)
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assert params_response.status_code == 200, params_response.text
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params_payload = params_response.json()
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options = params_payload.get("params", {}).get("options", [])
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option_keys = {option.get("key") for option in options}
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# 验证新的参数名称
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assert "final_top_k" in option_keys
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assert "use_reranker" in option_keys
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assert "recall_top_k" in option_keys
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assert "reranker_model" in option_keys
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# 验证参数配置
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final_top_k_option = next((opt for opt in options if opt.get("key") == "final_top_k"), None)
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assert final_top_k_option is not None
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assert final_top_k_option.get("default") == 10
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use_reranker_option = next((opt for opt in options if opt.get("key") == "use_reranker"), None)
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assert use_reranker_option is not None
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assert use_reranker_option.get("default") is False
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# 保存查询参数（模拟前端配置）
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update_params = {
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"final_top_k": 5,
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"use_reranker": True,
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"recall_top_k": 20,
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}
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update_response = await test_client.put(
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f"/api/knowledge/databases/{db_id}/query-params",
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json=update_params,
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headers=admin_headers
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)
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assert update_response.status_code == 200, update_response.text
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# 再次获取参数，验证保存成功
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params_response2 = await test_client.get(f"/api/knowledge/databases/{db_id}/query-params", headers=admin_headers)
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assert params_response2.status_code == 200, params_response2.text
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params_payload2 = params_response2.json()
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options2 = params_payload2.get("params", {}).get("options", [])
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# 验证保存的值
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final_top_k_option2 = next((opt for opt in options2 if opt.get("key") == "final_top_k"), None)
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assert final_top_k_option2 is not None
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assert final_top_k_option2.get("default") == 5 # 保存的值
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use_reranker_option2 = next((opt for opt in options2 if opt.get("key") == "use_reranker"), None)
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assert use_reranker_option2 is not None
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assert use_reranker_option2.get("default") is True # 保存的值
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finally:
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await test_client.delete(f"/api/knowledge/databases/{db_id}", headers=admin_headers)
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