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检索效果优化
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from config import FunctionScoreConfig, IndexConfig, QueryConfig, RerankConfig, SPUConfig, SearchConfig
from query.query_parser import QueryParser
class _DummyTranslator:
def translate(self, text, target_lang, source_lang, scene, model_name):
return f"{text}-{target_lang}"
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def _tokenizer(text):
return str(text).split()
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feat(search): 混合语...
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def test_pure_english_word_token_length_and_script():
assert QueryParser._is_pure_english_word_token("ab") is False
assert QueryParser._is_pure_english_word_token("abc") is True
assert QueryParser._is_pure_english_word_token("wi-fi") is True
assert QueryParser._is_pure_english_word_token("连衣裙") is False
assert QueryParser._is_pure_english_word_token("ab12") is False
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检索效果优化
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def _build_config() -> SearchConfig:
return SearchConfig(
es_index_name="test_products",
field_boosts={"title.en": 3.0, "title.zh": 3.0},
indexes=[IndexConfig(name="default", label="default", fields=["title.en", "title.zh"])],
query_config=QueryConfig(
enable_text_embedding=False,
enable_query_rewrite=False,
supported_languages=["en", "zh"],
default_language="zh",
),
function_score=FunctionScoreConfig(),
rerank=RerankConfig(),
spu_config=SPUConfig(enabled=False),
)
def test_parse_adds_en_fields_for_mixed_chinese_query_with_meaningful_english(monkeypatch):
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parser = QueryParser(_build_config(), translator=_DummyTranslator(), tokenizer=_tokenizer)
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monkeypatch.setattr(parser.language_detector, "detect", lambda text: "zh")
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result = parser.parse(
"法式 dress 连衣裙",
tenant_id="162",
generate_vector=False,
target_languages=["zh", "en"],
)
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assert result.detected_language == "zh"
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assert result.contains_chinese is True
assert result.contains_english is True
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assert result.translations == {"en": "法式 dress 连衣裙-en"}
assert result.query_tokens == ["法式", "dress", "连衣裙"]
assert not hasattr(result, "query_text_by_lang")
assert not hasattr(result, "search_langs")
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def test_parse_adds_zh_fields_for_english_query_when_cjk_present(monkeypatch):
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parser = QueryParser(_build_config(), translator=_DummyTranslator(), tokenizer=_tokenizer)
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monkeypatch.setattr(parser.language_detector, "detect", lambda text: "en")
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result = parser.parse(
"red 连衣裙",
tenant_id="0",
generate_vector=False,
target_languages=["en", "zh"],
)
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assert result.detected_language == "en"
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assert result.contains_chinese is True
assert result.contains_english is True
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assert result.translations == {"zh": "red 连衣裙-zh"}
assert result.query_tokens == ["red", "连衣裙"]
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def test_parse_waits_for_translation_when_source_in_index_languages(monkeypatch):
"""en 在 index_languages 内时仍应等待并采纳 en->zh 翻译结果(与向量共用预算)。"""
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parser = QueryParser(_build_config(), translator=_DummyTranslator(), tokenizer=_tokenizer)
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monkeypatch.setattr(parser.language_detector, "detect", lambda text: "en")
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result = parser.parse(
"off shoulder top",
tenant_id="0",
generate_vector=False,
target_languages=["en", "zh"],
)
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assert result.detected_language == "en"
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assert result.contains_chinese is False
assert result.contains_english is True
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assert result.translations.get("zh") == "off shoulder top-zh"
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assert not hasattr(result, "source_in_index_languages")
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