7fbca0d7
 tangwang
启动脚本优化
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from types import SimpleNamespace
import numpy as np
from search.es_query_builder import ESQueryBuilder
def _builder() -> ESQueryBuilder:
return ESQueryBuilder(
match_fields=["title.en^3.0", "brief.en^1.0"],
text_embedding_field="title_embedding",
default_language="en",
)
def test_knn_prefilter_includes_range_filters():
qb = _builder()
q = qb.build_query(
query_text="bags",
query_vector=np.array([0.1, 0.2, 0.3]),
range_filters={"min_price": {"gte": 50, "lt": 100}},
enable_knn=True,
)
assert "knn" in q
assert q["knn"]["filter"] == {"range": {"min_price": {"gte": 50, "lt": 100}}}
def test_knn_prefilter_uses_only_conjunctive_filters_when_disjunctive_present():
qb = _builder()
facets = [SimpleNamespace(field="category_name", disjunctive=True)]
q = qb.build_query(
query_text="bags",
query_vector=np.array([0.1, 0.2, 0.3]),
filters={"category_name": ["A", "B"], "vendor": "Nike"},
range_filters={"min_price": {"gte": 50, "lt": 100}},
facet_configs=facets,
enable_knn=True,
)
assert "knn" in q
assert "filter" in q["knn"]
knn_filter = q["knn"]["filter"]
assert knn_filter == {
"bool": {
"filter": [
{"term": {"vendor": "Nike"}},
{"range": {"min_price": {"gte": 50, "lt": 100}}},
]
}
}
assert q["post_filter"] == {"terms": {"category_name": ["A", "B"]}}
def test_knn_prefilter_not_added_without_filters():
qb = _builder()
q = qb.build_query(
query_text="bags",
query_vector=np.array([0.1, 0.2, 0.3]),
enable_knn=True,
)
assert "knn" in q
assert "filter" not in q["knn"]
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c90f80ed
tangwang
相关性优化
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def test_text_query_contains_only_base_translation_and_fallback_named_queries():
qb = _builder()
parsed_query = SimpleNamespace(
query_text_by_lang={"en": "dress", "zh": "连衣裙"},
search_langs=["en", "zh"],
detected_language="en",
source_in_index_languages=False,
index_languages=["en", "zh", "fr"],
)
q = qb.build_query(query_text="dress", parsed_query=parsed_query, enable_knn=False)
should = q["query"]["bool"]["should"]
names = [clause["multi_match"]["_name"] for clause in should]
assert names == ["base_query", "base_query_trans_zh", "fallback_original_query_fr"]
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