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fix: Preserve an unset aggregation time window across a proto round-trip - #6859
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Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## master #6859 +/- ##
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Coverage 47.65% 47.66%
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Files 422 422
Lines 52396 52396
Branches 7606 7606
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+ Hits 24970 24973 +3
Misses 25632 25632
+ Partials 1794 1791 -3
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The lint-python failure is coming from master, not from this PR. detect-secrets flags Happy to send a one-line fix adding a |
Aggregation.__init__ types time_window and slide_interval as Optional and to_proto honours that: it only writes the Duration when the value is not None. from_proto tests the value instead of the presence, and an absent Duration also reports ToNanoseconds() == 0, so an aggregation defined without a window comes back with timedelta(0). That difference is load bearing. aggregation_specs_to_agg_ops rejects a windowed aggregation in online serving with 'if getattr(agg, "time_window", None) is not None', so an on demand feature view with a plain Aggregation(column=..., function=...) works in process and then fails with 'Time window aggregation is not supported in online serving.' on the first get_online_features after feast apply, whatever the registry. The same round-trip runs for StreamFeatureView. Read the field through HasField, which is available because both are google.protobuf.Duration message fields. Aggregation.__eq__ compares these two attributes, so this also stops a registry diff from seeing an unchanged feature view as modified. Signed-off-by: Rodrigo-Palma <email.rodrigopalma@gmail.com>
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What this PR does / why we need it
Aggregation.__init__typestime_windowandslide_intervalasOptional, andto_protohonours that: it only writes theDurationwhen the value is notNone.from_prototests the value instead of the presence:An absent
Durationalso reportsToNanoseconds() == 0, so an aggregation defined without a window comes back astimedelta(0).That difference is load bearing.
aggregation_specs_to_agg_opsrejects a windowed aggregation in online serving with:So an on demand feature view written the way the existing tests write it:
@on_demand_feature_view(..., aggregations=[Aggregation(column="trips", function="sum")], mode="python")works in process, and then fails on the first
get_online_featuresafterfeast apply, with "Time window aggregation is not supported in online serving.", even though no window was ever requested. Any registry reaches this, since they all round-trip through the proto.StreamFeatureViewruns the same conversion.Aggregation.__eq__compares both attributes, so a registry diff also sees an unchanged feature view as modified.Fix
Read the fields through
HasField, which is available because both aregoogle.protobuf.Durationmessage fields and therefore have presence.Testing
Two tests in
test_on_demand_feature_view_aggregation.py: a plain round-trip that assertsNonesurvives, and an end to end one that takes an ODFV throughto_proto/from_protoand then serves it. Both fail before the change and pass after.ruff check,ruff formatandmypyare clean on the touched files.