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GeezerVison is showing github.com — feat: Clickhouse offline store by iamhatesz · Pull Request #4725 · feast-dev/feast

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@iamhatesz

@iamhatesz iamhatesz commented Oct 31, 2024

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What this PR does / why we need it:

This PR adds a new contrib offline store backed by Clickhouse.

Which issue(s) this PR fixes:

Lack of Clickhouse support :)

Misc

The implementation is heavily based on the Postgres store and tested against it. The resulting features were identical to the point that it's possible with two different backends (e.g., different data types).

I added a helper to run integration tests: make test-python-universal-clickhouse-offline. Unfortunately, 3 test cases are failing:

ERROR sdk/python/tests/integration/registration/test_universal_types.py::test_feature_get_historical_features_types_match[TypeTestConfig(feature_dtype='float', feature_is_list=True, has_empty_list=False)-ParameterSet(values=(LOCAL:Clickhouse:RedisOnlineStoreCreator:python_fs:False,), marks=[], id=None)] - TypeError: object of type 'NoneType' has no len()
ERROR sdk/python/tests/integration/registration/test_universal_types.py::test_feature_get_historical_features_types_match[TypeTestConfig(feature_dtype='bool', feature_is_list=True, has_empty_list=False)-ParameterSet(values=(LOCAL:Clickhouse:RedisOnlineStoreCreator:python_fs:False,), marks=[], id=None)] - TypeError: object of type 'NoneType' has no len()
ERROR sdk/python/tests/integration/registration/test_universal_types.py::test_feature_get_historical_features_types_match[TypeTestConfig(feature_dtype='datetime', feature_is_list=True, has_empty_list=False)-ParameterSet(values=(LOCAL:Clickhouse:RedisOnlineStoreCreator:python_fs:False,), marks=[], id=None)] - TypeError: object of type 'NoneType' has no len()

This is because Clickhouse doesn't support Nullable(Array(...)) type. I could have added test_universal_types to the ignore list, but I thought it's worth keeping it on, as many other test cases from this test are passing.

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miroslawas, Chekanin, hugolhafner, franciscojavierarceo, jyejare, and masterlexa reacted with thumbs up emoji
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  • 👍 6 reactions
iamhatesz added 11 commits October 31, 2024 12:20
@iamhatesz
Clickhouse offline store - initial working version
aa2c839 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
Remove untested pull_all_from_table_or_query
1d0417e 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
Reorder functions
3af1889 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
Remove commented line
5d7f173 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
Fix frozen mypy errors
9d9d24a 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
mypy fixes; remove online source creator
8207c44 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
Remove commented code
7aa45d6 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
Added docs
803752f 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
Python 3.9 deps
7fffc15 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
Python 3.10 deps
6e35db8 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
Python 3.11 deps (updated)
ca9d795 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
iamhatesz requested a review from a team as a code owner October 31, 2024 13:31
@iamhatesz
Remove unused ClickhouseOnlineStoreConfig
f8a8356 
Signed-off-by: Tomasz Wrona <[email protected]>
@zerafachris

zerafachris commented Dec 12, 2024

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Hi @iamhatesz , I patched the requirements on your branch to hopefully fix the errors being thrown by the checks

  • Update py3.9-requirements.txt iamhatesz/feast#2
  • Update py3.11-requirements.txt iamhatesz/feast#3
  • Update py3.11-ci-requirements.txt iamhatesz/feast#4

Merge at your earliest convenience.

Looking forward to using this. ATM, running on PG and would like to move to CH asap
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@franciscojavierarceo

franciscojavierarceo commented Dec 23, 2024

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Bunch of stuff failing here, think you also need to rebase. Let me know if you need some help!
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@iamhatesz

iamhatesz commented Jan 2, 2025

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@zerafachris @franciscojavierarceo thanks! I will take a look and push some updates.
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iamhatesz added 3 commits February 11, 2025 17:21
@iamhatesz
Merge remote-tracking branch 'origin/master' into feast-clickhouse-of…
a8aa40b 
…fline-store

# Conflicts:
#	sdk/python/docs/source/feast.infra.online_stores.contrib.rst
#	sdk/python/requirements/py3.10-ci-requirements.txt
#	sdk/python/requirements/py3.10-requirements.txt
#	sdk/python/requirements/py3.11-ci-requirements.txt
#	sdk/python/requirements/py3.11-requirements.txt
#	sdk/python/requirements/py3.9-ci-requirements.txt
#	sdk/python/requirements/py3.9-requirements.txt
#	setup.py
@iamhatesz
Regenerate requirements.txt files
7ce7db1 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
Lint & format fixes
bcb90ca 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
iamhatesz force-pushed the feast-clickhouse-offline-store branch from 97678aa to bcb90ca Compare February 11, 2025 16:59
@iamhatesz

iamhatesz commented Feb 11, 2025

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Hey @franciscojavierarceo! I fixed some issues related to Python 3.9, regenerated lock files and merged the latest changes. Could you please approve the workflows to see if the tests are passing now?
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@franciscojavierarceo franciscojavierarceo added the ok-to-test label Feb 11, 2025
@iamhatesz

iamhatesz commented Feb 11, 2025

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FAILED sdk/python/tests/integration/online_store/test_universal_online.py::test_async_online_retrieval_with_event_timestamps_dynamo[ParameterSet(values=(LOCAL:File:dynamodb:python_fs:False,), marks=[], id=None)] - botocore.exceptions.HTTPClientError: An HTTP Client raised an unhandled exception: Event loop is closed

this failure doesn't seem to be related with the content of this PR.
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@miroslawas

miroslawas commented Feb 14, 2025

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Would love to have this functionality as part of Feast ❤️
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@iamhatesz

iamhatesz commented Feb 18, 2025

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Hey @franciscojavierarceo! Could you please help me find a reviewer for this PR?
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iamhatesz added 2 commits March 6, 2025 11:10
@iamhatesz
Merge remote-tracking branch 'origin/master' into feast-clickhouse-of…
27a1e6f 
…fline-store

# Conflicts:
#	sdk/python/docs/source/feast.infra.offline_stores.contrib.rst
#	sdk/python/docs/source/feast.infra.utils.rst
#	sdk/python/requirements/py3.10-ci-requirements.txt
#	sdk/python/requirements/py3.10-requirements.txt
#	sdk/python/requirements/py3.11-ci-requirements.txt
#	sdk/python/requirements/py3.11-requirements.txt
#	sdk/python/requirements/py3.9-ci-requirements.txt
#	sdk/python/requirements/py3.9-requirements.txt
#	setup.py
@iamhatesz
Regenerate requirements.txt files
80bf5d7 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
iamhatesz force-pushed the feast-clickhouse-offline-store branch from 57c04ff to 80bf5d7 Compare March 6, 2025 10:13
@franciscojavierarceo

franciscojavierarceo commented Mar 6, 2025

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Yes, reviewing now!
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franciscojavierarceo
franciscojavierarceo reviewed Mar 6, 2025
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Comment thread sdk/python/feast/infra/offline_stores/contrib/clickhouse_offline_store/clickhouse.py Resolved

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franciscojavierarceo
franciscojavierarceo reviewed Mar 6, 2025
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Comment thread setup.py Resolved

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@franciscojavierarceo

franciscojavierarceo commented Mar 6, 2025

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For the failed test cases, can you mark ignore on them for clickhouse? Probably worth adding that Nullable Arrays aren't supported, yeah?

Apologies for the delay on this, frankly, this is embarrassing on my part. Do feel free to tag me directly going forward. I'll get this addressed ASAP, thank you for the contribution. 🙏
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iamhatesz added 5 commits March 7, 2025 11:47
@iamhatesz
Add clickhouse to pyproject.toml
53839a8 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
Fix dependencies
9872944 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
Simplify names
e8e65b1 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
Skip problematic Clickhouse tests
c0f19b2 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz
format & lint
2d69427 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz

iamhatesz commented Mar 7, 2025

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Hey @franciscojavierarceo ! Thanks for the review. I hope I addressed all your concerns. I had to add the ignore rule as part of a fixture, since pytest -k doesn't seem to work with complex test case names (e.g., with parentheses). I hope it's not a problem since I based on a similar hack for Redshift.
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@iamhatesz
iamhatesz requested a review from franciscojavierarceo March 7, 2025 12:58
@masterlexa

masterlexa commented Mar 11, 2025

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Hello, we are really looking forward to this feature, can you tell us when it will be added?)
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franciscojavierarceo
franciscojavierarceo approved these changes Mar 11, 2025
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lgtm!

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@franciscojavierarceo

franciscojavierarceo commented Mar 11, 2025

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@iamhatesz sorry one last conflict needs to be resolved 😞
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iamhatesz added 2 commits March 12, 2025 11:37
@iamhatesz
Merge remote-tracking branch 'origin/master' into feast-clickhouse-of…
d5c5083 
…fline-store

# Conflicts:
#	sdk/python/requirements/py3.10-ci-requirements.txt
#	sdk/python/requirements/py3.11-ci-requirements.txt
#	sdk/python/requirements/py3.9-ci-requirements.txt
@iamhatesz
Post-merge make lock-python-dependencies-all
3258903 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz

iamhatesz commented Mar 12, 2025

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@franciscojavierarceo merged the latest changes and regenerated lock files with make lock-python-dependencies-all but it also updates all packages to their latest versions. After updating torch (which is completely irrelevant to this PR), two unit tests failed due to missing wheels. Let me know how I can fix this. How do you guys update the lock files if not with that command?

The e2e test failure seems unrelated as well.
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@franciscojavierarceo

franciscojavierarceo commented Mar 12, 2025 •
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@ntkathole @jyejare
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@ntkathole

ntkathole commented Mar 12, 2025 •
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@franciscojavierarceo merged the latest changes and regenerated lock files with make lock-python-dependencies-all but it also updates all packages to their latest versions. After updating torch (which is completely irrelevant to this PR), two unit tests failed due to missing wheels. Let me know how I can fix this. How do you guys update the lock files if not with that command?

The e2e test failure seems unrelated as well.

@iamhatesz can you please pin torch version 2.2.2 in setup.py and pyproject.toml ? This is happening since PyTorch 2.2.x is the last version that supports macOS x64.
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@iamhatesz
Pin torch to 2.2.2
df6ad54 
Signed-off-by: Tomasz Wrona <[email protected]>
@iamhatesz

iamhatesz commented Mar 12, 2025

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@ntkathole done
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@redhatHameed redhatHameed added the approved label Mar 12, 2025
ntkathole
ntkathole approved these changes Mar 12, 2025
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Looks good!

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@franciscojavierarceo
franciscojavierarceo merged commit 86794c2 into feast-dev:master Mar 12, 2025
franciscojavierarceo pushed a commit that referenced this pull request Apr 7, 2025
@feast-ci-bot
chore(release): release 0.48.0
8838320 
# [0.48.0](v0.47.0...v0.48.0) (2025-04-07)

### Bug Fixes

* Enhance integration logos display and styling in the UI ([#5221](#5221)) ([5799257](5799257))
* Fix space typo in push.md docs ([#5184](#5184)) ([81677b2](81677b2))
* Fixed integration tests for qdrant and milvus ([#5224](#5224)) ([d6b080d](d6b080d))
* Formatting trino ([760ec0e](760ec0e))
* Multiple fixes in retrieval of online documents ([#5168](#5168)) ([66ddd3e](66ddd3e))
* Operator route creation for Feast UI in OpenShift ([e3946b4](e3946b4))
* Remove entity_rows parameter from retrieve_online_documents_v2 call ([#5225](#5225)) ([2a2e304](2a2e304))
* Styling ([#5222](#5222)) ([34c393c](34c393c))
* typo in the chart ([bd3448b](bd3448b))
* Update milvus-quickstart and feature_store.yaml with correct Milvus Config ([#5200](#5200)) ([306acca](306acca))
* Update Qdrant online store paths in repo_config.py ([#5207](#5207)) ([ab35b0b](ab35b0b)), closes [#5206](#5206)
* Update the doc ([#5194](#5194)) ([726464e](726464e))
* Updated the operator-rabc example to test RBAC from a Kubernete pod ([#5147](#5147)) ([d23a1a5](d23a1a5))

### Features

* add `real`(float32) type for trino offline store ([#4749](#4749)) ([0947f96](0947f96))
* Add async DynamoDB timeout and retry configuration ([#5178](#5178)) ([2f3bcf5](2f3bcf5))
* Add CronJob capability to the Operator (feast apply & materialize-incremental) ([#5217](#5217)) ([285c0dc](285c0dc))
* Add RAG tutorial and Use Cases documentation ([#5226](#5226)) ([99f4004](99f4004))
* Added CLI for features, get historical and online features ([#5197](#5197)) ([4ab9f74](4ab9f74))
* Added export support in feast UI ([#5198](#5198)) ([b079553](b079553))
* Added global registry search support in Feast UI ([#5195](#5195)) ([f09ea49](f09ea49))
* Added UI for Features list ([#5192](#5192)) ([cc7fd47](cc7fd47))
* Adding blog on RAG with Milvus ([#5161](#5161)) ([b9e2e6c](b9e2e6c))
* Adding Docling RAG demo ([#5109](#5109)) ([569404b](569404b))
* Allow transformations on writes to output list of entities ([#5209](#5209)) ([955521a](955521a))
* Cache get_any_feature_view results ([#5175](#5175)) ([924b8a3](924b8a3))
* Clickhouse offline store ([#4725](#4725)) ([86794c2](86794c2))
* Enable keyword search for Milvus ([#5199](#5199)) ([ac44967](ac44967))
* Enable transformations on PDFs ([#5172](#5172)) ([3674971](3674971))
* Enable users to use Entity Query as CTE during historical retrieval ([#5202](#5202)) ([fe69eaf](fe69eaf))
* helm support more deployment config ([d575372](d575372))
* Improved CLI file structuring ([#5201](#5201)) ([972ed34](972ed34))
* Kickoff Transformation implementationtransformation code base ([#5181](#5181)) ([0083303](0083303))
* Make keep-alive timeout configurable for async DynamoDB connections ([#5167](#5167)) ([7f3e528](7f3e528))
* Operator mounts the odh-trusted-ca-bundle configmap when deployed on RHOAI or ODH ([d4d7b0d](d4d7b0d))
* Spark Transformation ([#5185](#5185)) ([be3d85c](be3d85c))
jfw-ppi pushed a commit to jfw-ppi/feast that referenced this pull request Jun 7, 2025
@iamhatesz @jfw-ppi
feat: Clickhouse offline store (feast-dev#4725)
e5a6dfe 
* Clickhouse offline store - initial working version

Signed-off-by: Tomasz Wrona <[email protected]>

* Remove untested `pull_all_from_table_or_query`

Signed-off-by: Tomasz Wrona <[email protected]>

* Reorder functions

Signed-off-by: Tomasz Wrona <[email protected]>

* Remove commented line

Signed-off-by: Tomasz Wrona <[email protected]>

* Fix frozen mypy errors

Signed-off-by: Tomasz Wrona <[email protected]>

* mypy fixes; remove online source creator

Signed-off-by: Tomasz Wrona <[email protected]>

* Remove commented code

Signed-off-by: Tomasz Wrona <[email protected]>

* Added docs

Signed-off-by: Tomasz Wrona <[email protected]>

* Python 3.9 deps

Signed-off-by: Tomasz Wrona <[email protected]>

* Python 3.10 deps

Signed-off-by: Tomasz Wrona <[email protected]>

* Python 3.11 deps (updated)

Signed-off-by: Tomasz Wrona <[email protected]>

* Remove unused ClickhouseOnlineStoreConfig

Signed-off-by: Tomasz Wrona <[email protected]>

* Regenerate requirements.txt files

Signed-off-by: Tomasz Wrona <[email protected]>

* Lint & format fixes

Signed-off-by: Tomasz Wrona <[email protected]>

* Regenerate requirements.txt files

Signed-off-by: Tomasz Wrona <[email protected]>

* Add clickhouse to pyproject.toml

Signed-off-by: Tomasz Wrona <[email protected]>

* Fix dependencies

Signed-off-by: Tomasz Wrona <[email protected]>

* Simplify names

Signed-off-by: Tomasz Wrona <[email protected]>

* Skip problematic Clickhouse tests

Signed-off-by: Tomasz Wrona <[email protected]>

* format & lint

Signed-off-by: Tomasz Wrona <[email protected]>

* Post-merge `make lock-python-dependencies-all`

Signed-off-by: Tomasz Wrona <[email protected]>

* Pin torch to 2.2.2

Signed-off-by: Tomasz Wrona <[email protected]>

---------

Signed-off-by: Tomasz Wrona <[email protected]>
Signed-off-by: Jacob Weinhold <[email protected]>
jfw-ppi pushed a commit to jfw-ppi/feast that referenced this pull request Jun 7, 2025
@feast-ci-bot @jfw-ppi
chore(release): release 0.48.0
cc36081 
# [0.48.0](feast-dev/feast@v0.47.0...v0.48.0) (2025-04-07)

### Bug Fixes

* Enhance integration logos display and styling in the UI ([feast-dev#5221](feast-dev#5221)) ([5799257](feast-dev@5799257))
* Fix space typo in push.md docs ([feast-dev#5184](feast-dev#5184)) ([81677b2](feast-dev@81677b2))
* Fixed integration tests for qdrant and milvus ([feast-dev#5224](feast-dev#5224)) ([d6b080d](feast-dev@d6b080d))
* Formatting trino ([760ec0e](feast-dev@760ec0e))
* Multiple fixes in retrieval of online documents ([feast-dev#5168](feast-dev#5168)) ([66ddd3e](feast-dev@66ddd3e))
* Operator route creation for Feast UI in OpenShift ([e3946b4](feast-dev@e3946b4))
* Remove entity_rows parameter from retrieve_online_documents_v2 call ([feast-dev#5225](feast-dev#5225)) ([2a2e304](feast-dev@2a2e304))
* Styling ([feast-dev#5222](feast-dev#5222)) ([34c393c](feast-dev@34c393c))
* typo in the chart ([bd3448b](feast-dev@bd3448b))
* Update milvus-quickstart and feature_store.yaml with correct Milvus Config ([feast-dev#5200](feast-dev#5200)) ([306acca](feast-dev@306acca))
* Update Qdrant online store paths in repo_config.py ([feast-dev#5207](feast-dev#5207)) ([ab35b0b](feast-dev@ab35b0b)), closes [feast-dev#5206](feast-dev#5206)
* Update the doc ([feast-dev#5194](feast-dev#5194)) ([726464e](feast-dev@726464e))
* Updated the operator-rabc example to test RBAC from a Kubernete pod ([feast-dev#5147](feast-dev#5147)) ([d23a1a5](feast-dev@d23a1a5))

### Features

* add `real`(float32) type for trino offline store ([feast-dev#4749](feast-dev#4749)) ([0947f96](feast-dev@0947f96))
* Add async DynamoDB timeout and retry configuration ([feast-dev#5178](feast-dev#5178)) ([2f3bcf5](feast-dev@2f3bcf5))
* Add CronJob capability to the Operator (feast apply & materialize-incremental) ([feast-dev#5217](feast-dev#5217)) ([285c0dc](feast-dev@285c0dc))
* Add RAG tutorial and Use Cases documentation ([feast-dev#5226](feast-dev#5226)) ([99f4004](feast-dev@99f4004))
* Added CLI for features, get historical and online features ([feast-dev#5197](feast-dev#5197)) ([4ab9f74](feast-dev@4ab9f74))
* Added export support in feast UI ([feast-dev#5198](feast-dev#5198)) ([b079553](feast-dev@b079553))
* Added global registry search support in Feast UI ([feast-dev#5195](feast-dev#5195)) ([f09ea49](feast-dev@f09ea49))
* Added UI for Features list ([feast-dev#5192](feast-dev#5192)) ([cc7fd47](feast-dev@cc7fd47))
* Adding blog on RAG with Milvus ([feast-dev#5161](feast-dev#5161)) ([b9e2e6c](feast-dev@b9e2e6c))
* Adding Docling RAG demo ([feast-dev#5109](feast-dev#5109)) ([569404b](feast-dev@569404b))
* Allow transformations on writes to output list of entities ([feast-dev#5209](feast-dev#5209)) ([955521a](feast-dev@955521a))
* Cache get_any_feature_view results ([feast-dev#5175](feast-dev#5175)) ([924b8a3](feast-dev@924b8a3))
* Clickhouse offline store ([feast-dev#4725](feast-dev#4725)) ([86794c2](feast-dev@86794c2))
* Enable keyword search for Milvus ([feast-dev#5199](feast-dev#5199)) ([ac44967](feast-dev@ac44967))
* Enable transformations on PDFs ([feast-dev#5172](feast-dev#5172)) ([3674971](feast-dev@3674971))
* Enable users to use Entity Query as CTE during historical retrieval ([feast-dev#5202](feast-dev#5202)) ([fe69eaf](feast-dev@fe69eaf))
* helm support more deployment config ([d575372](feast-dev@d575372))
* Improved CLI file structuring ([feast-dev#5201](feast-dev#5201)) ([972ed34](feast-dev@972ed34))
* Kickoff Transformation implementationtransformation code base ([feast-dev#5181](feast-dev#5181)) ([0083303](feast-dev@0083303))
* Make keep-alive timeout configurable for async DynamoDB connections ([feast-dev#5167](feast-dev#5167)) ([7f3e528](feast-dev@7f3e528))
* Operator mounts the odh-trusted-ca-bundle configmap when deployed on RHOAI or ODH ([d4d7b0d](feast-dev@d4d7b0d))
* Spark Transformation ([feast-dev#5185](feast-dev#5185)) ([be3d85c](feast-dev@be3d85c))

Signed-off-by: Jacob Weinhold <[email protected]>
@astronautas astronautas mentioned this pull request Oct 28, 2025
Adding (how to) Cast.ai as contributors #5700
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@franciscojavierarceo franciscojavierarceo franciscojavierarceo approved these changes
@ntkathole ntkathole ntkathole approved these changes

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@iamhatesz @zerafachris @franciscojavierarceo @miroslawas @masterlexa @ntkathole @redhatHameed
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