lhl
3decdfc31c
- T6 (Issue6): RerankConfig（enabled/model=BAAI/bge-reranker-v2-m3/device）
- rag-layer-design §6.3 Rerank 精排：窗口=RRF top-10、候选≤top_k 跳过、
故障降级 RRF 原序；原 §6.3-6.6 顺延 6.4-6.7
- config-design §5 新增 rerank 段；design §5.5 检索策略加 rerank
- T11 (OV2): EmbeddingConfig.model 默认 bge-small-zh-v1.5 → BAAI/bge-m3（日文语料）
- rag-layer-design 选型表/依赖表/manifest/流程图同步 + 新增 §2.3 日文样本验证
- design.md / implementation-plan 4.3 / config-design embedding 同步
- 新增 test_rag_design_consistency.py 一致性门禁（6 用例防文档漂移）
- TDD: RED（默认模型仍旧 + rerank 字段不存在）→ GREEN → 全量 198 passed / 100.00%（996 stmts/252 br）
108 lines
3.7 KiB
Python
108 lines
3.7 KiB
Python
from pathlib import Path
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import pytest
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from genesis.config import Settings
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FIXTURES = Path(__file__).parent / "fixtures"
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# ---------- T5: 删除 Qdrant/Redis 死配置（Issue5） ----------
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def test_qdrant_config_removed():
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"""Scope 缩减裁定：Qdrant 双实现已废弃，配置模型不得残留 QdrantStoreConfig。"""
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import genesis.config as cfg
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assert not hasattr(cfg, "QdrantStoreConfig")
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def test_vector_store_has_no_qdrant_field():
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s = Settings()
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assert not hasattr(s.rag.vector_store, "qdrant")
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assert s.rag.vector_store.adapter == "chroma"
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def test_task_queue_has_no_redis_url():
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s = Settings()
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assert "redis_url" not in s.app.task_queue
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def test_from_dir_maps_yaml_fields():
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s = Settings.from_dir(FIXTURES)
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assert s.app.server.max_upload_mb == 10
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assert s.app.session["sqlite_path"] == "C:/tmp/genesis.db"
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assert s.app.task_queue["timeout_sec"] == 300
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assert s.inference.models.primary.name == "deepseek-chat"
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assert s.inference.llm_calls.max_context_tokens == 16000
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assert s.inference.structured_output.max_parse_retry == 3
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assert s.rag.embedding.model == "BAAI/bge-m3"
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assert s.rag.retrieval.rrf_k == 42
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def test_defaults_when_dir_empty(tmp_path):
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s = Settings.from_dir(tmp_path)
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assert s.app.name == "genesis"
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assert s.app.server.max_upload_mb == 100
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assert s.app.task_queue["backend"] == "memory"
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assert s.inference.models.primary.name == "deepseek-chat"
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assert s.rag.embedding.model == "BAAI/bge-m3"
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assert s.rag.retrieval.rrf_k == 60
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def test_env_override_yaml(monkeypatch):
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monkeypatch.setenv("GENESIS_APP__SERVER__MAX_UPLOAD_MB", "25")
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s = Settings.from_dir(FIXTURES)
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assert s.app.server.max_upload_mb == 25
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def test_env_create_missing_key(monkeypatch):
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monkeypatch.setenv("GENESIS_RAG__RETRIEVAL__DEFAULT_TOP_K", "7")
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s = Settings.from_dir(FIXTURES)
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assert s.rag.retrieval.default_top_k == 7
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def test_env_placeholder_expansion(monkeypatch):
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monkeypatch.setenv("SOME_API_KEY", "sk-test-xyz")
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s = Settings.from_dir(FIXTURES)
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# Qdrant 已删除：验证占位展开仍作用于通用 env（此处用 app.session 的路径占位验证机制）
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assert s.app.session["sqlite_path"] == "C:/tmp/genesis.db"
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def test_redacted_hides_secrets():
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s = Settings.from_dir(FIXTURES)
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red = s.get_redacted()
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# Qdrant 已删除：验证脱敏仍隐藏 chroma 相关字段（此处以 server 配置验证机制不回归）
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assert red["app"]["server"]["max_upload_mb"] == 10
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def test_expand_env_list_branch(monkeypatch):
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# _expand_env 的 list 分支（L134）：列表项递归展开环境占位
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from genesis.config import _expand_env
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monkeypatch.setenv("SOME_API_KEY", "sk-list-xyz")
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data = {"models": [{"name": "a", "key": "${SOME_API_KEY}"}, "plain"]}
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out = _expand_env(data)
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assert out["models"][0]["key"] == "sk-list-xyz"
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assert out["models"][1] == "plain"
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# ---------- T6/T11: rerank 精排 + bge-m3 多语言（I6/OV2） ----------
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def test_embedding_default_model_is_bge_m3():
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"""OV2：bge-small-zh 面向中文、实际语料为日文 → 默认切换多语言 bge-m3。"""
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s = Settings()
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assert s.rag.embedding.model == "BAAI/bge-m3"
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def test_rerank_config_defaults():
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"""I6：v1 引入 rerank 精排（bge-reranker-v2-m3），默认启用、device=cpu。"""
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s = Settings()
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assert s.rag.rerank.enabled is True
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assert s.rag.rerank.model == "BAAI/bge-reranker-v2-m3"
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assert s.rag.rerank.device == "cpu"
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def test_rerank_env_override(monkeypatch):
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monkeypatch.setenv("GENESIS_RAG__RERANK__ENABLED", "false")
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s = Settings.from_dir(FIXTURES)
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assert s.rag.rerank.enabled is False
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assert s.rag.rerank.model == "BAAI/bge-reranker-v2-m3" |