GeezerVison

The World Wide Web, restored to 800 pixels of glory.

GeezerVison is showing github.com — feat: Spark Transformation by haoxu0 · Pull Request #5185 · feast-dev/feast

Conversation

haoxu0 commented Mar 25, 2025 •

edited

Loading

Uh oh!

There was an error while loading. Please reload this page.

Copy link

Copy Markdown

Collaborator

What this PR does / why we need it:

Spark Transformation with udf:

spark_transformation = Transformation(
    mode=TransformationMode.SPARK,
    udf=remove_extra_spaces,
    udf_string="remove extra spaces",
)

spark_transformation = SparkTransformation(
    mode=TransformationMode.SPARK,
    udf=remove_extra_spaces,
    udf_string="remove extra spaces",
)

Spark Transformation with Spark SQL:

spark_transformation = SparkTransformation(
    mode=TransformationMode.SPARK_SQL,
    udf=remove_extra_spaces_sql,
    udf_string="remove extra spaces sql",
)

Can also pass in a spark_config parameter:

spark_transformation = SparkTransformation(
    mode=TransformationMode.SPARK_SQL,
    spark_config={"driver.memory": "2G"},
    ...
)

The spark_config can be refactored to be consistent with offline spark store in the future.

Which issue(s) this PR fixes:

Misc

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.

All reactions

haoxu0 added 4 commits

March 24, 2025 20:28


          add spark transformation

df993df

Signed-off-by: HaoXuAI <[email protected]>


          fix lint

da67d7d

Signed-off-by: HaoXuAI <[email protected]>


          Merge branch 'master' into transformation-spark

08c3493


          fix lint issue

0992fb2

Signed-off-by: HaoXuAI <[email protected]>

haoxu0 requested a review from a team as a code owner

March 25, 2025 03:39

haoxu0 added the ok-to-test label

Mar 25, 2025


          fix unit test

2577fd3

Signed-off-by: HaoXuAI <[email protected]>

haoxu0 commented

Mar 25, 2025

View reviewed changes

Comment thread

sdk/python/tests/utils/ssl_certifcates_util.py

		@@ -8,7 +8,7 @@
		from cryptography import x509

haoxu0 Mar 25, 2025

Copy link

Copy Markdown

Collaborator Author

There was a problem hiding this comment.

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Have to update this to pass mypy check. probably because of some mypy version change.

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.

franciscojavierarceo reacted with thumbs up emoji

All reactions

👍 1 reaction

haoxu0 changed the title ~~[DRAFT] Spark Transformation~~ feat: [DRAFT] Spark Transformation

Mar 25, 2025

haoxu0 changed the title ~~feat: [DRAFT] Spark Transformation~~ feat: Spark Transformation

Mar 25, 2025

haoxu0 added 2 commits

March 24, 2025 21:49


          add doc

a92da11

Signed-off-by: HaoXuAI <[email protected]>


          add doc

d8b7732

Signed-off-by: HaoXuAI <[email protected]>

franciscojavierarceo approved these changes

Mar 26, 2025

View reviewed changes

franciscojavierarceo left a comment

Copy link

Copy Markdown

Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

lgtm!

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.

All reactions

franciscojavierarceo merged commit be3d85c into master

Mar 26, 2025

franciscojavierarceo pushed a commit that referenced this pull request

Apr 7, 2025


          chore(release): release 0.48.0

# [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


          feat: Spark Transformation (feast-dev#5185)

7c8397b

* add spark transformation

Signed-off-by: HaoXuAI <[email protected]>

* fix lint

Signed-off-by: HaoXuAI <[email protected]>

* fix lint issue

Signed-off-by: HaoXuAI <[email protected]>

* fix unit test

Signed-off-by: HaoXuAI <[email protected]>

* add doc

Signed-off-by: HaoXuAI <[email protected]>

* add doc

Signed-off-by: HaoXuAI <[email protected]>

---------

Signed-off-by: HaoXuAI <[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


          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]>

franciscojavierarceo mentioned this pull request

Jan 14, 2026

Add blog post on new transformation framework #5856

Open

Copilot AI mentioned this pull request

Jan 14, 2026

docs: Add blog post on unified transformation framework #5858

Draft

Reviewers

franciscojavierarceo

franciscojavierarceo approved these changes

Uh oh!

There was an error while loading. Please reload this page.

Assignees

No one assigned

Labels

ok-to-test

Projects

None yet

Milestone

No milestone

Development

Successfully merging this pull request may close these issues.

Uh oh!

There was an error while loading. Please reload this page.

2 participants

Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.

You are visitor 01402503 — GeezerVison does not store the pages you look up.
Best viewed with Netscape Navigator 4.7 or Internet Explorer 6 at 800×600. No cookies required.

GeezerVison

Conversation

haoxu0 commented Mar 25, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

What this PR does / why we need it:

Which issue(s) this PR fixes:

Misc

Uh oh!

haoxu0 Mar 25, 2025

Choose a reason for hiding this comment

Uh oh!

franciscojavierarceo left a comment

Choose a reason for hiding this comment

Uh oh!

Reviewers

Uh oh!

Assignees

Labels

Projects

Milestone

Development

Uh oh!

2 participants

haoxu0 commented Mar 25, 2025 •

edited

Loading

Uh oh!

There was an error while loading. Please reload this page.