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GeezerVison is showing github.com — feat: Add Pinecone online store integration by SIDDHESH1564 · Pull Request #6585 · feast-dev/feast

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@SIDDHESH1564

@SIDDHESH1564 SIDDHESH1564 commented Jul 7, 2026

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What this PR does / why we need it:

This PR adds Pinecone as a new online store integration for Feast. Pinecone is a managed vector database that enables fast similarity search and retrieval, making it ideal for ML feature serving workloads that involve embeddings and vector-based lookups.

Key changes:

  • Implements PineconeOnlineStore class with full CRUD operations (online_write_batch, online_read, teardown)
  • Adds Pinecone as a configurable online store option via PineconeOnlineStoreConfig
  • Supports namespace-based isolation for multi-tenant environments
  • Handles batch upserts with automatic chunking to respect Pinecone's API limits
  • Adds unit tests and integration test configuration

Which issue(s) this PR fixes:

Fixes #6582

Checks

  • I've made sure the tests are passing.
  • My commits are signed off (git commit -s)
  • My PR title follows conventional commits format

Testing Strategy

  • Unit tests
  • Integration tests
  • Manual tests
  • Testing is not required for this change

Misc

  • Requires pinecone-client as an optional dependency (pip install feast[pinecone])
  • Tested against Pinecone Serverless and Pod-based indexes
  • Documentation updated in docs/reference/online-stores/pinecone.md

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@SIDDHESH1564
SIDDHESH1564 requested a review from a team as a code owner July 7, 2026 06:06
@SIDDHESH1564
SIDDHESH1564 force-pushed the feat/pinecone-online-store branch from 804ff38 to 020a0e6 Compare July 9, 2026 05:28
@franciscojavierarceo franciscojavierarceo added the ok-to-test label Jul 9, 2026
@SIDDHESH1564
SIDDHESH1564 force-pushed the feat/pinecone-online-store branch 3 times, most recently from a9607d7 to 0fa28bc Compare July 11, 2026 19:03
@codecov-commenter

codecov-commenter commented Jul 16, 2026 •
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⚠️ Please install the 'codecov app svg image' to ensure uploads and comments are reliably processed by Codecov.

Codecov Report

❌ Patch coverage is 89.59391% with 41 lines in your changes missing coverage. Please review.
✅ Project coverage is 51.27%. Comparing base (d3e2041) to head (60a4240).
⚠️ Report is 4 commits behind head on master.

Files with missing lines Patch % Lines
...ra/online_stores/pinecone_online_store/pinecone.py 89.46% 20 Missing and 21 partials ⚠️
❗ Your organization needs to install the Codecov GitHub app to enable full functionality.
Additional details and impacted files

Impacted file tree graph

@@            Coverage Diff             @@
##           master    #6585      +/-   ##
==========================================
+ Coverage   51.01%   51.27%   +0.25%     
==========================================
  Files         455      458       +3     
  Lines       57015    57409     +394     
  Branches     8327     8415      +88     
==========================================
+ Hits        29089    29436     +347     
- Misses      25939    25965      +26     
- Partials     1987     2008      +21     
Flag Coverage Δ
go-feature-server 30.37% <ø> (-0.21%) ⬇️
python-unit 52.76% <89.59%> (+0.27%) ⬆️
Files with missing lines Coverage Δ
...ra/online_stores/pinecone_online_store/__init__.py 100.00% <100.00%> (ø)
...necone_online_store/pinecone_repo_configuration.py 100.00% <100.00%> (ø)
sdk/python/feast/repo_config.py 79.52% <ø> (ø)
...ra/online_stores/pinecone_online_store/pinecone.py 89.46% <89.46%> (ø)

... and 2 files with indirect coverage changes


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@SIDDHESH1564
SIDDHESH1564 force-pushed the feat/pinecone-online-store branch 4 times, most recently from 5db79c2 to 134f76d Compare July 23, 2026 09:17
jyejare
jyejare requested changes Aug 3, 2026
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This PR adds a comprehensive Pinecone online store integration for Feast, including vector similarity search capabilities. The implementation is well-structured with proper error handling, comprehensive tests, and good documentation. However, there are several areas that need improvement including error handling gaps, potential security concerns, and some code quality issues that should be addressed.

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Comment thread sdk/python/feast/infra/online_stores/pinecone_online_store/pinecone.py Resolved

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Comment thread sdk/python/feast/infra/online_stores/pinecone_online_store/pinecone.py Resolved

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Comment thread sdk/python/feast/infra/online_stores/pinecone_online_store/pinecone.py Resolved

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Comment thread sdk/python/feast/infra/online_stores/pinecone_online_store/pinecone.py Resolved

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Comment thread sdk/python/feast/infra/online_stores/pinecone_online_store/pinecone.py Resolved

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Comment thread sdk/python/feast/infra/online_stores/pinecone_online_store/pinecone.py Resolved

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Comment thread sdk/python/feast/infra/online_stores/pinecone_online_store/pinecone.py Resolved

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Comment thread sdk/python/feast/infra/online_stores/pinecone_online_store/pinecone.py Resolved

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Comment thread pyproject.toml Resolved

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@SIDDHESH1564

SIDDHESH1564 commented Aug 21, 2026

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Thanks for the thorough review, @jyejare. I’ve addressed all of the comments in the latest commits (softened the API-key error, upsert/query error handling, metadata size checks, returning match vector values, TimeoutError on index ready wait, safer metadata→proto conversion, docstring on _get_namespace, and pinecone>=5.0,<6.0). Please take another look when you have a chance.

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@SIDDHESH1564
SIDDHESH1564 requested a review from jyejare August 21, 2026 15:49
@jyejare

jyejare commented Oct 5, 2026

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Hey @SIDDHESH1564 , could you please rebase and resolve conflicts.

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SIDDHESH1564 added 6 commits October 9, 2026 15:33
@SIDDHESH1564
feat: Add Pinecone online store integration
88e7dde
Signed-off-by: Siddhesh Khairnar <[email protected]>
@SIDDHESH1564
fix: Align Pinecone store with filters API and operator types
385a350
Signed-off-by: Siddhesh Khairnar <[email protected]>
@SIDDHESH1564
test: Expand Pinecone online store unit test coverage
6fead81
Signed-off-by: Siddhesh Khairnar <[email protected]>
@SIDDHESH1564
fix: Address Pinecone online store review feedback
9749a72
Signed-off-by: Siddhesh Khairnar <[email protected]>
@SIDDHESH1564
ci: Retrigger CI after flaky macOS dependency download
9ad5890
Signed-off-by: Siddhesh Khairnar <[email protected]>
@SIDDHESH1564
fix: Resolve rebase conflicts keeping chronon and pinecone
3609572
Signed-off-by: Siddhesh Khairnar <[email protected]>
@SIDDHESH1564
SIDDHESH1564 force-pushed the feat/pinecone-online-store branch from aff2085 to 3dfadb2 Compare October 9, 2026 10:46
@SIDDHESH1564
fix: Prevent protobuf downgrade breaking grpc health checks
3b87daf
Signed-off-by: Siddhesh Khairnar <[email protected]>
@SIDDHESH1564
SIDDHESH1564 force-pushed the feat/pinecone-online-store branch from c0487cc to 3b87daf Compare October 9, 2026 11:21
@SIDDHESH1564
fix: Revert protobuf pin that broke flink and pixi lock
929474c
Keep uv --no-sync for CI so hashed protobuf 7.x is preserved without
conflicting with feast[flink].

Signed-off-by: Siddhesh Khairnar <[email protected]>
@SIDDHESH1564
SIDDHESH1564 force-pushed the feat/pinecone-online-store branch from fa36ecd to 929474c Compare October 9, 2026 11:28
@SIDDHESH1564
Merge branch 'master' into feat/pinecone-online-store
ad666af
@SIDDHESH1564

SIDDHESH1564 commented Oct 19, 2026

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Hey @jyejare merge conflict is resolved. Please take a look!

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@shuchu
shuchu enabled auto-merge (squash) November 4, 2026 04:31
@shuchu
Merge branch 'master' into feat/pinecone-online-store
60a4240
@shuchu
shuchu merged commit 7a84f2a into feast-dev:master Nov 4, 2026
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@patelchaitany patelchaitany mentioned this pull request Nov 4, 2026
chore: Sync upstream feast-dev/feast master opendatahub-io/feast#276
Merged
jyejare pushed a commit to opendatahub-io/feast that referenced this pull request Nov 5, 2026
@patelchaitany @SIDDHESH1564
@Joystyxx @shuchu @mmporong @dependabot
chore: Sync upstream feast-dev/feast master (#276)
5dbf8b3
* feat: Add Pinecone online store integration (feast-dev#6585)

* feat: Add Pinecone online store integration
Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Align Pinecone store with filters API and operator types

Signed-off-by: Siddhesh Khairnar <[email protected]>

* test: Expand Pinecone online store unit test coverage

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Address Pinecone online store review feedback

Signed-off-by: Siddhesh Khairnar <[email protected]>

* ci: Retrigger CI after flaky macOS dependency download

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Resolve rebase conflicts keeping chronon and pinecone

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Prevent protobuf downgrade breaking grpc health checks

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Revert protobuf pin that broke flink and pixi lock

Keep uv --no-sync for CI so hashed protobuf 7.x is preserved without
conflicting with feast[flink].

Signed-off-by: Siddhesh Khairnar <[email protected]>

---------

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Install patched libbrotli1 to address DSA-6582-1 (feast-dev#7096)

Signed-off-by: Joystyxx <[email protected]>
Co-authored-by: Shuchu Han <[email protected]>

* docs: Fix docstring argument names that do not match the signature (feast-dev#7098)

Several Args entries named a parameter the function does not have.
Rename them to the actual parameter or drop them, and update the
DecisionEvaluator example, which passed a DecisionStrategy that the
constructor does not accept.

Signed-off-by: mmporong <[email protected]>
Co-authored-by: Shuchu Han <[email protected]>

* chore(deps-dev): bump minimatch from 10.2.6 to 11.0.1 in /ui (feast-dev#7102)

Bumps [minimatch](https://github.com/isaacs/minimatch) from 10.2.6 to 11.0.1.
- [Changelog](https://github.com/isaacs/minimatch/blob/main/changelog.md)
- [Commits](isaacs/minimatch@v10.2.6...v11.0.1)

---
updated-dependencies:
- dependency-name: minimatch
  dependency-version: 11.0.1
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

---------

Signed-off-by: Siddhesh Khairnar <[email protected]>
Signed-off-by: Joystyxx <[email protected]>
Signed-off-by: mmporong <[email protected]>
Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: Chaitany Patel <[email protected]>
Co-authored-by: Siddhesh Khairnar <[email protected]>
Co-authored-by: JoyStyx <[email protected]>
Co-authored-by: Shuchu Han <[email protected]>
Co-authored-by: Lim Jooyoung <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
jyejare pushed a commit to opendatahub-io/feast that referenced this pull request Nov 5, 2026
@patelchaitany @SIDDHESH1564
@Joystyxx @shuchu @mmporong @dependabot
chore: Record upstream feast-dev/feast master as merged (no file chan…
92bfe58
…ges) (#281)

* feat: Add Pinecone online store integration (feast-dev#6585)

* feat: Add Pinecone online store integration
Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Align Pinecone store with filters API and operator types

Signed-off-by: Siddhesh Khairnar <[email protected]>

* test: Expand Pinecone online store unit test coverage

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Address Pinecone online store review feedback

Signed-off-by: Siddhesh Khairnar <[email protected]>

* ci: Retrigger CI after flaky macOS dependency download

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Resolve rebase conflicts keeping chronon and pinecone

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Prevent protobuf downgrade breaking grpc health checks

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Revert protobuf pin that broke flink and pixi lock

Keep uv --no-sync for CI so hashed protobuf 7.x is preserved without
conflicting with feast[flink].

Signed-off-by: Siddhesh Khairnar <[email protected]>

---------

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Install patched libbrotli1 to address DSA-6582-1 (feast-dev#7096)

Signed-off-by: Joystyxx <[email protected]>
Co-authored-by: Shuchu Han <[email protected]>

* docs: Fix docstring argument names that do not match the signature (feast-dev#7098)

Several Args entries named a parameter the function does not have.
Rename them to the actual parameter or drop them, and update the
DecisionEvaluator example, which passed a DecisionStrategy that the
constructor does not accept.

Signed-off-by: mmporong <[email protected]>
Co-authored-by: Shuchu Han <[email protected]>

* chore(deps-dev): bump minimatch from 10.2.6 to 11.0.1 in /ui (feast-dev#7102)

Bumps [minimatch](https://github.com/isaacs/minimatch) from 10.2.6 to 11.0.1.
- [Changelog](https://github.com/isaacs/minimatch/blob/main/changelog.md)
- [Commits](isaacs/minimatch@v10.2.6...v11.0.1)

---
updated-dependencies:
- dependency-name: minimatch
  dependency-version: 11.0.1
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

---------

Signed-off-by: Siddhesh Khairnar <[email protected]>
Signed-off-by: Joystyxx <[email protected]>
Signed-off-by: mmporong <[email protected]>
Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: Chaitany Patel <[email protected]>
Co-authored-by: Siddhesh Khairnar <[email protected]>
Co-authored-by: JoyStyx <[email protected]>
Co-authored-by: Shuchu Han <[email protected]>
Co-authored-by: Lim Jooyoung <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
jyejare added a commit to opendatahub-io/feast that referenced this pull request Nov 5, 2026
@jyejare @SIDDHESH1564
@Joystyxx @shuchu @mmporong @dependabot
chore: Record upstream feast-dev/feast master as merged (merge commit…
482e60f
… only, do not squash) (#283)

* feat: Add Pinecone online store integration (feast-dev#6585)

* feat: Add Pinecone online store integration
Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Align Pinecone store with filters API and operator types

Signed-off-by: Siddhesh Khairnar <[email protected]>

* test: Expand Pinecone online store unit test coverage

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Address Pinecone online store review feedback

Signed-off-by: Siddhesh Khairnar <[email protected]>

* ci: Retrigger CI after flaky macOS dependency download

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Resolve rebase conflicts keeping chronon and pinecone

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Prevent protobuf downgrade breaking grpc health checks

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Revert protobuf pin that broke flink and pixi lock

Keep uv --no-sync for CI so hashed protobuf 7.x is preserved without
conflicting with feast[flink].

Signed-off-by: Siddhesh Khairnar <[email protected]>

---------

Signed-off-by: Siddhesh Khairnar <[email protected]>

* fix: Install patched libbrotli1 to address DSA-6582-1 (feast-dev#7096)

Signed-off-by: Joystyxx <[email protected]>
Co-authored-by: Shuchu Han <[email protected]>

* docs: Fix docstring argument names that do not match the signature (feast-dev#7098)

Several Args entries named a parameter the function does not have.
Rename them to the actual parameter or drop them, and update the
DecisionEvaluator example, which passed a DecisionStrategy that the
constructor does not accept.

Signed-off-by: mmporong <[email protected]>
Co-authored-by: Shuchu Han <[email protected]>

* chore(deps-dev): bump minimatch from 10.2.6 to 11.0.1 in /ui (feast-dev#7102)

Bumps [minimatch](https://github.com/isaacs/minimatch) from 10.2.6 to 11.0.1.
- [Changelog](https://github.com/isaacs/minimatch/blob/main/changelog.md)
- [Commits](isaacs/minimatch@v10.2.6...v11.0.1)

---
updated-dependencies:
- dependency-name: minimatch
  dependency-version: 11.0.1
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

---------

Signed-off-by: Siddhesh Khairnar <[email protected]>
Signed-off-by: Joystyxx <[email protected]>
Signed-off-by: mmporong <[email protected]>
Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: Chaitany Patel <[email protected]>
Co-authored-by: Siddhesh Khairnar <[email protected]>
Co-authored-by: JoyStyx <[email protected]>
Co-authored-by: Shuchu Han <[email protected]>
Co-authored-by: Lim Jooyoung <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
franciscojavierarceo pushed a commit that referenced this pull request Nov 10, 2026
@feast-ci-bot
chore(release): release 0.68.0
fb5e5d5
# [0.68.0](v0.67.0...v0.68.0) (2026-11-10)

### Bug Fixes

* add watch verb on clusterroles and clusterrolebindings for feast-operator ([#7062](#7062)) ([b6bdda4](b6bdda4))
* Apply on demand feature views in SparkRetrievalJob.to_spark_df() ([#6993](#6993)) ([f416309](f416309))
* Break event timestamp ties by created timestamp in Milvus write batches ([#7084](#7084)) ([bbaca76](bbaca76))
* Break event timestamp ties by created timestamp in the Dask offline store ([#6952](#6952)) ([eb93b08](eb93b08))
* Build the Go feature server image in two stages ([1e5e90c](1e5e90c)), closes [#7060](#7060)
* Fall back to the serialized body when UDF source misses globals ([#6816](#6816)) ([f61079f](f61079f))
* Install patched libbrotli1 to address DSA-6582-1 ([#7096](#7096)) ([d458393](d458393))
* Keep description, tags and nested types of ODFV schema fields ([8ef6e75](8ef6e75))
* Keep entity columns out of StreamFeatureView proto features ([#7033](#7033)) ([d520584](d520584))
* Keep the metrics server running when a Gunicorn worker exits ([#7012](#7012)) ([68c5d54](68c5d54)), closes [#7011](#7011)
* Key registry proto caches on the proto, not its id() ([#7085](#7085)) ([147adad](147adad))
* Log ODFV materialization skips instead of printing them ([#7117](#7117)) ([8fdcee7](8fdcee7))
* Pin build dependencies of source builds to the CI lock ([#7104](#7104)) ([dec2f24](dec2f24))
* Populate spec.project in registry REST feature view responses (#… ([#7037](#7037)) ([e304a84](e304a84))
* Preserve colliding source timestamps in Dask retrieval ([#7071](#7071)) ([1396c88](1396c88))
* Preserve Dask historical requests without eligible features ([#7000](#7000)) ([fff09f7](fff09f7))
* Read None elements of UUID and Decimal lists as None ([#7039](#7039)) ([03f30fe](03f30fe))
* Retire the support of Python3.10 ([#7101](#7101)) ([a56766e](a56766e)), closes [#7104](#7104) [#7089](#7089) [#7106](#7106) [#7105](#7105)
* Serialize UUID and TimeUuid entity keys ([#7032](#7032)) ([0c845a1](0c845a1))
* Stop the Ray engine from hiding materialization errors ([#7026](#7026)) ([7903e2e](7903e2e)), closes [#7024](#7024)
* **ui:** stop treating the monitoring baseline as the latest window ([#7056](#7056)) ([0f01802](0f01802)), closes [#7054](#7054)
* Use date-only bounds for partition filters built from string timestamps ([#7116](#7116)) ([b1f2168](b1f2168))
* Validate entity column types in feast dbt import ([#7067](#7067)) ([abca80c](abca80c)), closes [#5876](#5876)
* Warm up the whole DynamoDB connection pool ([#6985](#6985)) ([8ce548c](8ce548c))

### Features

* Add --gc-freeze option to feast serve ([#7089](#7089)) ([aad0c15](aad0c15))
* Add native complex types and scalar index tags to the Milvus online store ([#7120](#7120)) ([f7068d6](f7068d6))
* Add num_partitions and partition_key_isolation to the Milvus online store ([#7083](#7083)) ([68de84e](68de84e)), closes [#6940](#6940)
* Add Pinecone online store integration ([#6585](#6585)) ([7a84f2a](7a84f2a))
* Add PolarisSource and PolarisProvider for Apache Polaris ([#7006](#7006)) ([386759c](386759c))
* Add row deletion to the Milvus online store ([#7082](#7082)) ([d3e2041](d3e2041))
* Add upstream FeatureView lineage support for PushSource ([#6853](#6853)) ([c9b9d72](c9b9d72))
* Optional nameless pre-computed vectors with a schema fingerprint ([#7077](#7077)) ([9420fac](9420fac))

### Performance Improvements

* Scan Lance sources lazily in the DuckDB offline store ([1299e4e](1299e4e))
@patelchaitany patelchaitany mentioned this pull request Nov 11, 2026
chore: Sync upstream feast-dev/feast stable (0.68.0) opendatahub-io/feast#291
Merged
shuchu pushed a commit to shuchu/feast that referenced this pull request Nov 11, 2026
@feast-ci-bot @shuchu
chore(release): release 0.68.0
5b94c9e
# [0.68.0](feast-dev/feast@v0.67.0...v0.68.0) (2026-11-10)

### Bug Fixes

* add watch verb on clusterroles and clusterrolebindings for feast-operator ([feast-dev#7062](feast-dev#7062)) ([b6bdda4](feast-dev@b6bdda4))
* Apply on demand feature views in SparkRetrievalJob.to_spark_df() ([feast-dev#6993](feast-dev#6993)) ([f416309](feast-dev@f416309))
* Break event timestamp ties by created timestamp in Milvus write batches ([feast-dev#7084](feast-dev#7084)) ([bbaca76](feast-dev@bbaca76))
* Break event timestamp ties by created timestamp in the Dask offline store ([feast-dev#6952](feast-dev#6952)) ([eb93b08](feast-dev@eb93b08))
* Build the Go feature server image in two stages ([1e5e90c](feast-dev@1e5e90c)), closes [feast-dev#7060](feast-dev#7060)
* Fall back to the serialized body when UDF source misses globals ([feast-dev#6816](feast-dev#6816)) ([f61079f](feast-dev@f61079f))
* Install patched libbrotli1 to address DSA-6582-1 ([feast-dev#7096](feast-dev#7096)) ([d458393](feast-dev@d458393))
* Keep description, tags and nested types of ODFV schema fields ([8ef6e75](feast-dev@8ef6e75))
* Keep entity columns out of StreamFeatureView proto features ([feast-dev#7033](feast-dev#7033)) ([d520584](feast-dev@d520584))
* Keep the metrics server running when a Gunicorn worker exits ([feast-dev#7012](feast-dev#7012)) ([68c5d54](feast-dev@68c5d54)), closes [feast-dev#7011](feast-dev#7011)
* Key registry proto caches on the proto, not its id() ([feast-dev#7085](feast-dev#7085)) ([147adad](feast-dev@147adad))
* Log ODFV materialization skips instead of printing them ([feast-dev#7117](feast-dev#7117)) ([8fdcee7](feast-dev@8fdcee7))
* Pin build dependencies of source builds to the CI lock ([feast-dev#7104](feast-dev#7104)) ([dec2f24](feast-dev@dec2f24))
* Populate spec.project in registry REST feature view responses (#… ([feast-dev#7037](feast-dev#7037)) ([e304a84](feast-dev@e304a84))
* Preserve colliding source timestamps in Dask retrieval ([feast-dev#7071](feast-dev#7071)) ([1396c88](feast-dev@1396c88))
* Preserve Dask historical requests without eligible features ([feast-dev#7000](feast-dev#7000)) ([fff09f7](feast-dev@fff09f7))
* Read None elements of UUID and Decimal lists as None ([feast-dev#7039](feast-dev#7039)) ([03f30fe](feast-dev@03f30fe))
* Retire the support of Python3.10 ([feast-dev#7101](feast-dev#7101)) ([a56766e](feast-dev@a56766e)), closes [feast-dev#7104](feast-dev#7104) [feast-dev#7089](feast-dev#7089) [feast-dev#7106](feast-dev#7106) [feast-dev#7105](feast-dev#7105)
* Serialize UUID and TimeUuid entity keys ([feast-dev#7032](feast-dev#7032)) ([0c845a1](feast-dev@0c845a1))
* Stop the Ray engine from hiding materialization errors ([feast-dev#7026](feast-dev#7026)) ([7903e2e](feast-dev@7903e2e)), closes [feast-dev#7024](feast-dev#7024)
* **ui:** stop treating the monitoring baseline as the latest window ([feast-dev#7056](feast-dev#7056)) ([0f01802](feast-dev@0f01802)), closes [feast-dev#7054](feast-dev#7054)
* Use date-only bounds for partition filters built from string timestamps ([feast-dev#7116](feast-dev#7116)) ([b1f2168](feast-dev@b1f2168))
* Validate entity column types in feast dbt import ([feast-dev#7067](feast-dev#7067)) ([abca80c](feast-dev@abca80c)), closes [feast-dev#5876](feast-dev#5876)
* Warm up the whole DynamoDB connection pool ([feast-dev#6985](feast-dev#6985)) ([8ce548c](feast-dev@8ce548c))

### Features

* Add --gc-freeze option to feast serve ([feast-dev#7089](feast-dev#7089)) ([aad0c15](feast-dev@aad0c15))
* Add native complex types and scalar index tags to the Milvus online store ([feast-dev#7120](feast-dev#7120)) ([f7068d6](feast-dev@f7068d6))
* Add num_partitions and partition_key_isolation to the Milvus online store ([feast-dev#7083](feast-dev#7083)) ([68de84e](feast-dev@68de84e)), closes [feast-dev#6940](feast-dev#6940)
* Add Pinecone online store integration ([feast-dev#6585](feast-dev#6585)) ([7a84f2a](feast-dev@7a84f2a))
* Add PolarisSource and PolarisProvider for Apache Polaris ([feast-dev#7006](feast-dev#7006)) ([386759c](feast-dev@386759c))
* Add row deletion to the Milvus online store ([feast-dev#7082](feast-dev#7082)) ([d3e2041](feast-dev@d3e2041))
* Add upstream FeatureView lineage support for PushSource ([feast-dev#6853](feast-dev#6853)) ([c9b9d72](feast-dev@c9b9d72))
* Optional nameless pre-computed vectors with a schema fingerprint ([feast-dev#7077](feast-dev#7077)) ([9420fac](feast-dev@9420fac))

### Performance Improvements

* Scan Lance sources lazily in the DuckDB offline store ([1299e4e](feast-dev@1299e4e))

Signed-off-by: Shuchu Han <[email protected]>
@rhods-devops-app rhods-devops-app Bot mentioned this pull request Nov 12, 2026
Automated Sync from main to stable red-hat-data-services/feast#630
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@SIDDHESH1564 @codecov-commenter @jyejare @shuchu @franciscojavierarceo
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