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feat: Add Vector Search support to MongoDBOnlineStore #6344

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Merged
ntkathole merged 11 commits into from
May 1, 2026
Merged

feat: Add Vector Search support to MongoDBOnlineStore #6344

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8c3fdf0
feat: add MongoDB Atlas Vector Search support to MongoDBOnlineStore
caseyclements Apr 27, 2026
8482920
fix: ensure collection exists before vector index creation, add INDEX…
caseyclements Apr 27, 2026
e69cdb4
fix: use float32 in test data and coerce query vector to native floats
caseyclements Apr 28, 2026
88f6827
test: add vector search validation unit tests and idempotency integra…
caseyclements Apr 28, 2026
5ddb3e2
feat: upgrade testcontainers to 4.15.0rc2 and use MongoDBAtlasLocalCo…
caseyclements Apr 30, 2026
c0ab443
fix: check bool before int in _python_value_to_proto
caseyclements Apr 30, 2026
4becf7e
docs: note composite vector index as future optimization
caseyclements Apr 30, 2026
81aea6e
chore: regenerate requirement lockfiles
caseyclements Apr 30, 2026
4f142a3
-s
caseyclements May 1, 2026
22cc690
chore: merge upstream/master and regenerate lockfiles
caseyclements May 1, 2026
d4cc897
fix: add dialect=pymysql to MySqlContainer after testcontainers upgrade
caseyclements May 1, 2026
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fix: check bool before int in _python_value_to_proto 
bool is a subclass of int in Python, so isinstance(True, int) returns
True. Move the bool check before int so boolean values are correctly
converted to ValueProto(bool_val=...) instead of ValueProto(int64_val=...).

Signed-off-by: Casey Clements <casey.clements@mongodb.com>
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@caseyclements
caseyclements committed Apr 30, 2026
commit c0ab443272f7f40b9fa9f9a5ef4092366f7f3278
4 changes: 2 additions & 2 deletions sdk/python/feast/infra/online_stores/mongodb_online_store/mongodb.py
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Expand Up @@ -766,12 +766,12 @@ def _python_value_to_proto(value: Any) -> ValueProto:
"""Best-effort conversion of a single Python value to ValueProto."""
if isinstance(value, float):
return ValueProto(float_val=value)
elif isinstance(value, bool):
return ValueProto(bool_val=value)
elif isinstance(value, int):
return ValueProto(int64_val=value)
elif isinstance(value, str):
return ValueProto(string_val=value)
elif isinstance(value, bool):
return ValueProto(bool_val=value)
elif isinstance(value, bytes):
return ValueProto(bytes_val=value)
elif isinstance(value, list) and all(isinstance(v, float) for v in value):
Expand Down