144 lines
4.9 KiB
Python
144 lines
4.9 KiB
Python
from __future__ import annotations
|
||
|
||
from app.services import knowledge_rag as knowledge_rag_module
|
||
from app.services.knowledge_rag import KnowledgeRagService
|
||
|
||
|
||
def test_build_hits_prioritizes_structured_table_evidence_for_standard_queries() -> None:
|
||
hits = KnowledgeRagService._build_hits_from_query_data(
|
||
query="住宿费标准是多少？",
|
||
chunks=[
|
||
{
|
||
"chunk_id": "plain-1",
|
||
"file_path": "/tmp/doc-1__差旅制度.md",
|
||
"content": "住宿费说明文字，提到了出差和报销要求，但没有清晰表格。",
|
||
},
|
||
{
|
||
"chunk_id": "table-1",
|
||
"file_path": "/tmp/doc-1__差旅制度.md",
|
||
"content": "# 结构化表格补充\n\n| 城市 | 住宿费标准 |\n| 北京 | 500 |",
|
||
},
|
||
],
|
||
entities=[],
|
||
limit=2,
|
||
)
|
||
|
||
assert [item["candidate_id"] for item in hits] == ["table-1", "plain-1"]
|
||
|
||
|
||
def test_build_hits_boosts_query_term_matches() -> None:
|
||
hits = KnowledgeRagService._build_hits_from_query_data(
|
||
query="招待费报销标准",
|
||
chunks=[
|
||
{
|
||
"chunk_id": "travel-1",
|
||
"file_path": "/tmp/doc-1__费用制度.md",
|
||
"content": "差旅费包含交通费、住宿费和餐补标准。",
|
||
},
|
||
{
|
||
"chunk_id": "ent-1",
|
||
"file_path": "/tmp/doc-1__费用制度.md",
|
||
"content": "业务招待费报销标准：应结合客户接待场景、人数和审批要求执行。",
|
||
},
|
||
],
|
||
entities=[],
|
||
limit=2,
|
||
)
|
||
|
||
assert [item["candidate_id"] for item in hits] == ["ent-1", "travel-1"]
|
||
|
||
|
||
def test_build_hits_prioritizes_answer_clue_appendix_for_rule_queries() -> None:
|
||
hits = KnowledgeRagService._build_hits_from_query_data(
|
||
query="报销时限是多少？",
|
||
chunks=[
|
||
{
|
||
"chunk_id": "plain-1",
|
||
"file_path": "/tmp/doc-1__费用制度.md",
|
||
"content": "本制度用于规范报销流程，员工应遵守公司审批要求。",
|
||
},
|
||
{
|
||
"chunk_id": "clue-1",
|
||
"file_path": "/tmp/doc-1__费用制度.md",
|
||
"content": (
|
||
"# 问答线索补充\n\n"
|
||
"- 第二章 报销时限：费用发生后 30 日内提交申请。\n"
|
||
"- 第二章 报销时限：超过 30 日需补充审批说明。"
|
||
),
|
||
},
|
||
],
|
||
entities=[],
|
||
limit=2,
|
||
)
|
||
|
||
assert [item["candidate_id"] for item in hits] == ["clue-1", "plain-1"]
|
||
|
||
|
||
def test_build_hits_demotes_chapter_navigation_for_specific_rule_queries() -> None:
|
||
hits = KnowledgeRagService._build_hits_from_query_data(
|
||
query="探亲差旅归哪个部门管理？",
|
||
chunks=[
|
||
{
|
||
"chunk_id": "toc-1",
|
||
"file_path": "/tmp/doc-1__费用制度.md",
|
||
"content": "# 章节导航\n\n- 第一章 总则\n- 第二章 职责分工\n- 第三章 支出归口",
|
||
},
|
||
{
|
||
"chunk_id": "body-1",
|
||
"file_path": "/tmp/doc-1__费用制度.md",
|
||
"content": "附表3：支出归口管理部门与归口业务范围\n组织人事部：探亲差旅、条件艰苦及安全风险较高区域补助等支出。",
|
||
},
|
||
],
|
||
entities=[],
|
||
limit=2,
|
||
)
|
||
|
||
assert [item["candidate_id"] for item in hits] == ["body-1", "toc-1"]
|
||
|
||
|
||
def test_resolve_default_qdrant_url_prefers_container_host(monkeypatch) -> None:
|
||
monkeypatch.setattr(
|
||
knowledge_rag_module.socket,
|
||
"getaddrinfo",
|
||
lambda hostname, port: [("family", "type", "proto", "canonname", ("172.21.0.2", 0))]
|
||
if hostname == "qdrant"
|
||
else [],
|
||
)
|
||
|
||
assert knowledge_rag_module._resolve_default_qdrant_url() == "http://qdrant:6333"
|
||
|
||
|
||
def test_resolve_default_qdrant_url_falls_back_to_loopback(monkeypatch) -> None:
|
||
def raise_lookup_error(_hostname, _port):
|
||
raise OSError("lookup failed")
|
||
|
||
monkeypatch.setattr(knowledge_rag_module.socket, "getaddrinfo", raise_lookup_error)
|
||
|
||
assert knowledge_rag_module._resolve_default_qdrant_url() == "http://127.0.0.1:6333"
|
||
|
||
|
||
def test_is_query_ready_status_rejects_failed_status_even_with_chunks() -> None:
|
||
assert (
|
||
KnowledgeRagService.is_query_ready_status(
|
||
{
|
||
"status": "failed",
|
||
"chunks_count": 11,
|
||
"chunks_list": ["chunk-1"],
|
||
}
|
||
)
|
||
is False
|
||
)
|
||
|
||
|
||
def test_is_query_ready_status_rejects_processing_status_even_with_chunks() -> None:
|
||
assert (
|
||
KnowledgeRagService.is_query_ready_status(
|
||
{
|
||
"status": "processing",
|
||
"chunks_count": 11,
|
||
"chunks_list": ["chunk-1"],
|
||
}
|
||
)
|
||
is False
|
||
)
|