feat: Batch_engine config injection in feature_store.yaml through operator by aniketpalu · Pull Request #5938 · feast-dev/feast

aniketpalu · 2026-02-03T11:40:31Z

What this PR does / why we need it:

Adds support for batch_engine configuration in the Feast Operator, allowing users to configure compute engines (Spark, Ray, etc.) via ConfigMap reference in the FeatureStore CR.

Usage

1. Create a ConfigMap with batch engine config

apiVersion: v1
kind: ConfigMap
metadata:
  name: ray-batch-engine-config
data:
  config: |
    type: ray.engine
    max_workers: 4
    enable_optimization: true

2. Reference it in FeatureStore CR

apiVersion: feast.dev/v1
kind: FeatureStore
metadata:
  name: my-feature-store
spec:
  feastProject: my_project
  batchEngine:
    configMapRef:
      name: ray-batch-engine-config
    configMapKey: config  # optional, defaults to "config"

3. Generated `feature_store.yaml` output

project: my_project
batch_engine:
  type: ray.engine
  max_workers: 4
  enable_optimization: true

Important Considereations

Only api/v1 modified (not v1alpha1)
ConfigMap used instead of Secret (engine configs typically don't contain credentials)
configMapKey defaults to "config" if not specified
type field required in ConfigMap data

Which issue(s) this PR fixes:

Misc

devin-ai-integration

Devin Review found 1 potential issue.

View issue and 5 additional flags in Devin Review.

infra/feast-operator/config/manager/kustomization.yaml

ntkathole · 2026-02-09T10:35:16Z

@Srihari1192 can you please test this change ?

Srihari1192 · 2026-02-10T06:48:57Z

@Srihari1192 can you please test this change ?

@ntkathole @aniketpalu Tested batchEngine configuration for Ray by referring configMapRef and functionality looks good

ntkathole

Thanks @aniketpalu

…rator Signed-off-by: Aniket Paluskar <apaluska@redhat.com>

…g func Signed-off-by: Aniket Paluskar <apaluska@redhat.com>

Signed-off-by: Aniket Paluskar <apaluska@redhat.com>

# [0.60.0](v0.59.0...v0.60.0) (2026-02-17) ### Bug Fixes * Added a flag to correctly download the go binaries ([0f77135](0f77135)) * Adds mapping of date Trino's type into string Feast's type ([531e839](531e839)) * **ci:** Use uv run for pytest in master_only benchmark step ([#5957](#5957)) ([5096010](5096010)) * Disable materialized odfvs for historical retrieval ([#5880](#5880)) ([739d28a](739d28a)) * Fix linting and formatting issues ([#5907](#5907)) ([42ca14a](42ca14a)) * Make timestamp field handling compatible with Athena V3 ([#5936](#5936)) ([e2bad34](e2bad34)) * Support pgvector under non-default schema ([#5970](#5970)) ([c636cd4](c636cd4)) * unit tests not running on main branch ([#5909](#5909)) ([62fe664](62fe664)) * Update java dep which blocking release ([#5903](#5903)) ([a5b8186](a5b8186)) * Update the dockerfile with golang 1.24.12. ([#5918](#5918)) ([be1b522](be1b522)) * Use context.Background() in client constructors ([#5897](#5897)) ([984f93a](984f93a)) ### Features * Add blog post for PyTorch ecosystem announcement ([#5906](#5906)) ([d2eb629](d2eb629)) * Add blog post on Feast dbt integration ([#5915](#5915)) ([b3c8138](b3c8138)) * Add DynamoDB in-place list update support for array-based features ([#5916](#5916)) ([aa5973f](aa5973f)) * Add HTTP connection pooling for remote online store client ([#5895](#5895)) ([e022bf8](e022bf8)) * Add integration tests for dbt import ([#5899](#5899)) ([a444692](a444692)) * Add lazy initialization and feature service caching ([#5924](#5924)) ([b37b7d0](b37b7d0)) * Add multiple entity support to dbt integration ([#5901](#5901)) ([05a4fb5](05a4fb5)), closes [#5872](#5872) * Add PostgreSQL online store support for Go feature server ([#5963](#5963)) ([b8c6f3d](b8c6f3d)) * Add publish docker image of Go feature server. ([#5923](#5923)) ([759d8c6](759d8c6)) * Add Set as feature type ([#5888](#5888)) ([52458fc](52458fc)) * Added online server worker config support in operator ([#5926](#5926)) ([193c72a](193c72a)) * Added support for OpenLineage integration ([#5884](#5884)) ([df70d8d](df70d8d)) * Adjust ray offline store to support abfs(s) ADLS Azure Storage ([#5911](#5911)) ([d6c0b2d](d6c0b2d)) * Batch_engine config injection in feature_store.yaml through operator ([#5938](#5938)) ([455d56c](455d56c)) * Consolidate Python packaging - remove setup.py/setup.cfg, standardize on pyproject.toml and uv ([16696b8](16696b8)) * **go:** Add MySQL registry store support for Go feature server ([#5933](#5933)) ([19f9bb8](19f9bb8)) * Improve local dev experience with file-aware hooks and auto parallelization ([#5956](#5956)) ([839b79e](839b79e)) * Modernize precommit hooks and optimize test performance ([#5929](#5929)) ([ea7d4fa](ea7d4fa)) * Optimize container infrastructure for production ([#5881](#5881)) ([5ebdac8](5ebdac8)) * Optimize DynamoDB online store for improved latency ([#5889](#5889)) ([fcc8274](fcc8274))

# [0.60.0](feast-dev/feast@v0.59.0...v0.60.0) (2026-02-17) ### Bug Fixes * Added a flag to correctly download the go binaries ([0f77135](feast-dev@0f77135)) * Adds mapping of date Trino's type into string Feast's type ([531e839](feast-dev@531e839)) * **ci:** Use uv run for pytest in master_only benchmark step ([feast-dev#5957](feast-dev#5957)) ([5096010](feast-dev@5096010)) * Disable materialized odfvs for historical retrieval ([feast-dev#5880](feast-dev#5880)) ([739d28a](feast-dev@739d28a)) * Fix linting and formatting issues ([feast-dev#5907](feast-dev#5907)) ([42ca14a](feast-dev@42ca14a)) * Make timestamp field handling compatible with Athena V3 ([feast-dev#5936](feast-dev#5936)) ([e2bad34](feast-dev@e2bad34)) * Support pgvector under non-default schema ([feast-dev#5970](feast-dev#5970)) ([c636cd4](feast-dev@c636cd4)) * unit tests not running on main branch ([feast-dev#5909](feast-dev#5909)) ([62fe664](feast-dev@62fe664)) * Update java dep which blocking release ([feast-dev#5903](feast-dev#5903)) ([a5b8186](feast-dev@a5b8186)) * Update the dockerfile with golang 1.24.12. ([feast-dev#5918](feast-dev#5918)) ([be1b522](feast-dev@be1b522)) * Use context.Background() in client constructors ([feast-dev#5897](feast-dev#5897)) ([984f93a](feast-dev@984f93a)) ### Features * Add blog post for PyTorch ecosystem announcement ([feast-dev#5906](feast-dev#5906)) ([d2eb629](feast-dev@d2eb629)) * Add blog post on Feast dbt integration ([feast-dev#5915](feast-dev#5915)) ([b3c8138](feast-dev@b3c8138)) * Add DynamoDB in-place list update support for array-based features ([feast-dev#5916](feast-dev#5916)) ([aa5973f](feast-dev@aa5973f)) * Add HTTP connection pooling for remote online store client ([feast-dev#5895](feast-dev#5895)) ([e022bf8](feast-dev@e022bf8)) * Add integration tests for dbt import ([feast-dev#5899](feast-dev#5899)) ([a444692](feast-dev@a444692)) * Add lazy initialization and feature service caching ([feast-dev#5924](feast-dev#5924)) ([b37b7d0](feast-dev@b37b7d0)) * Add multiple entity support to dbt integration ([feast-dev#5901](feast-dev#5901)) ([05a4fb5](feast-dev@05a4fb5)), closes [feast-dev#5872](feast-dev#5872) * Add PostgreSQL online store support for Go feature server ([feast-dev#5963](feast-dev#5963)) ([b8c6f3d](feast-dev@b8c6f3d)) * Add publish docker image of Go feature server. ([feast-dev#5923](feast-dev#5923)) ([759d8c6](feast-dev@759d8c6)) * Add Set as feature type ([feast-dev#5888](feast-dev#5888)) ([52458fc](feast-dev@52458fc)) * Added online server worker config support in operator ([feast-dev#5926](feast-dev#5926)) ([193c72a](feast-dev@193c72a)) * Added support for OpenLineage integration ([feast-dev#5884](feast-dev#5884)) ([df70d8d](feast-dev@df70d8d)) * Adjust ray offline store to support abfs(s) ADLS Azure Storage ([feast-dev#5911](feast-dev#5911)) ([d6c0b2d](feast-dev@d6c0b2d)) * Batch_engine config injection in feature_store.yaml through operator ([feast-dev#5938](feast-dev#5938)) ([455d56c](feast-dev@455d56c)) * Consolidate Python packaging - remove setup.py/setup.cfg, standardize on pyproject.toml and uv ([16696b8](feast-dev@16696b8)) * **go:** Add MySQL registry store support for Go feature server ([feast-dev#5933](feast-dev#5933)) ([19f9bb8](feast-dev@19f9bb8)) * Improve local dev experience with file-aware hooks and auto parallelization ([feast-dev#5956](feast-dev#5956)) ([839b79e](feast-dev@839b79e)) * Modernize precommit hooks and optimize test performance ([feast-dev#5929](feast-dev#5929)) ([ea7d4fa](feast-dev@ea7d4fa)) * Optimize container infrastructure for production ([feast-dev#5881](feast-dev#5881)) ([5ebdac8](feast-dev@5ebdac8)) * Optimize DynamoDB online store for improved latency ([feast-dev#5889](feast-dev#5889)) ([fcc8274](feast-dev@fcc8274)) Signed-off-by: soojin <soojin@dable.io>

aniketpalu requested a review from a team as a code owner February 3, 2026 11:40

devin-ai-integration bot reviewed Feb 3, 2026

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infra/feast-operator/config/manager/kustomization.yaml Outdated Show resolved Hide resolved

ntkathole changed the title ~~feat: batch_engine config injection in feature_store.yaml through operator~~ feat: Batch_engine config injection in feature_store.yaml through operator Feb 4, 2026

ntkathole added the ok-to-test label Feb 9, 2026

ntkathole approved these changes Feb 10, 2026

View reviewed changes

aniketpalu added 3 commits February 10, 2026 16:23

feat: batch_engine config injection in feature_store.yaml through ope…

7159e6f

…rator Signed-off-by: Aniket Paluskar <apaluska@redhat.com>

Updated repo_config test with added parameter for getServiceRepoConfi…

185617c

…g func Signed-off-by: Aniket Paluskar <apaluska@redhat.com>

Removed image tag change from ustomization.yaml

f70f0af

Signed-off-by: Aniket Paluskar <apaluska@redhat.com>

ntkathole force-pushed the RHOAIENG-41630 branch from efb49b8 to f70f0af Compare February 10, 2026 10:53

ntkathole merged commit 455d56c into feast-dev:master Feb 10, 2026
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feat: Batch_engine config injection in feature_store.yaml through operator#5938

feat: Batch_engine config injection in feature_store.yaml through operator#5938
ntkathole merged 3 commits intofeast-dev:masterfrom
aniketpalu:RHOAIENG-41630

aniketpalu commented Feb 3, 2026 •

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ntkathole commented Feb 9, 2026

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aniketpalu commented Feb 3, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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What this PR does / why we need it:

Usage

1. Create a ConfigMap with batch engine config

2. Reference it in FeatureStore CR

3. Generated feature_store.yaml output

Important Considereations

Which issue(s) this PR fixes:

Misc

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ntkathole commented Feb 9, 2026

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aniketpalu commented Feb 3, 2026 •

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3. Generated `feature_store.yaml` output