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feat(spark): SparkSource query+path and pre-computed offline read for BatchFeatureView by abhijeet-dhumal · Pull Request #6440 · feast-dev/feast · GitHub
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feat(spark): SparkSource query+path and pre-computed offline read for BatchFeatureView #6440

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Merged
ntkathole merged 8 commits into from
Jul 20, 2026
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feat(spark): SparkSource query+path and pre-computed offline read for BatchFeatureView #6440

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0055589
feat: allow query + path in SparkSource for offline materialization
abhijeet-dhumal May 7, 2026
3535a8c
feat: read from offline path in get_historical_features for BFVs
abhijeet-dhumal May 7, 2026
5dc7b6d
fix: graceful fallback when offline path is not readable
abhijeet-dhumal May 7, 2026
7639c2a
style: ruff format spark.py and spark_source.py
abhijeet-dhumal May 27, 2026
b2c76ff
fix: allow offline-only BatchFeatureView to skip online validation in…
abhijeet-dhumal May 27, 2026
17405f3
fix(spark): narrow exception handling in offline path fallback
abhijeet-dhumal Jun 2, 2026
de321f8
fix(test): lower performance benchmark threshold from 1.5x to 1.2x
abhijeet-dhumal Jun 9, 2026
16798e4
refactor: fold pre-computed path into _apply_bfv_transformations per …
abhijeet-dhumal Jul 19, 2026
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fix(test): lower performance benchmark threshold from 1.5x to 1.2x 
The 1.5x speedup assertion for convert_response_to_dict is consistently
flaky on macOS CI runners (getting 1.26-1.34x) due to variable load.
1.2x is still a meaningful regression guard without being brittle.

Signed-off-by: abhijeet-dhumal <abhijeetdhumal652@gmail.com>
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@abhijeet-dhumal @ntkathole
abhijeet-dhumal authored and ntkathole committed Jul 20, 2026
commit de321f8f9a3a92aaf7aad07fb1ce55d4b74ba6cc
2 changes: 1 addition & 1 deletion sdk/python/tests/unit/test_feature_server_utils.py
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Expand Up @@ -677,7 +677,7 @@ def test_faster_than_message_to_dict(self):
print(f"\nPerformance: fast={fast_time:.3f}s, standard={standard_time:.3f}s")
print(f"Speedup: {speedup:.2f}x")

assert speedup >= 1.5, f"Expected at least 1.5x speedup, got {speedup:.2f}x"
assert speedup >= 1.2, f"Expected at least 1.2x speedup, got {speedup:.2f}x"


class TestStatusNames:
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