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=================================== FAILURES ===================================
_____________________ test_text_query_word_weights[TFIDF] ______________________
[gw0] linux -- Python 3.12.11 /home/runner/work/redis-vl-python/redis-vl-python/.venv/bin/python3
index = <redisvl.index.index.SearchIndex object at 0x7f2658e13500>
scorer = 'TFIDF'
@pytest.mark.parametrize("scorer", ["BM25", "BM25STD", "TFIDF", "TFIDF.DOCNORM"])
def test_text_query_word_weights(index, scorer):
skip_if_redis_version_below(index.client, "7.2.0")
text = "a medical professional with expertise in lung cancers"
text_field = "description"
return_fields = ["description"]
weights = ***"medical": 3.4, "cancers": 5***
# test we can run a query with text weights
weighted_query = TextQuery(
text=text,
text_field_name=text_field,
return_fields=return_fields,
text_scorer=scorer,
text_weights=weights,
)
weighted_results = index.query(weighted_query)
assert len(weighted_results) == 4
# test that weights do change the scores on results
unweighted_query = TextQuery(
text=text,
text_field_name=text_field,
return_fields=return_fields,
text_scorer=scorer,
text_weights=***,
)
unweighted_results = index.query(unweighted_query)
for weighted, unweighted in zip(weighted_results, unweighted_results):
for word in weights:
if word in weighted["description"] or word in unweighted["description"]:
> assert weighted["score"] > unweighted["score"]
E assert 4.0 > 4.0
tests/integration/test_query.py:927: AssertionError
=============================== warnings summary ===============================
.venv/lib/python3.12/site-packages/testcontainers/core/waiting_utils.py:215
.venv/lib/python3.12/site-packages/testcontainers/core/waiting_utils.py:215
.venv/lib/python3.12/site-packages/testcontainers/core/waiting_utils.py:215
/home/runner/work/redis-vl-python/redis-vl-python/.venv/lib/python3.12/site-packages/testcontainers/core/waiting_utils.py:215: DeprecationWarning: The @wait_container_is_ready decorator is deprecated and will be removed in a future version. Use structured wait strategies instead: container.waiting_for(HttpWaitStrategy(8080).for_status_code(200)) or container.waiting_for(LogMessageWaitStrategy('ready'))
@wait_container_is_ready()
-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
=========================== short test summary info ============================
FAILED tests/integration/test_query.py::test_text_query_word_weights[TFIDF] - assert 4.0 > 4.0
====== 1 failed, 920 passed, 118 skipped, 3 warnings in 100.07s (0:01:40) ======
make: *** [Makefile:49: test] Error 1
-- https://github.com/redis/redis-vl-python/actions/runs/18857094802/job/53807786424?pr=408
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