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feat: Adjust ray offline store to support abfs(s) ADLS Azure Storage by jbauer12 · Pull Request #5911 · feast-dev/feast · GitHub
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feat: Adjust ray offline store to support abfs(s) ADLS Azure Storage#5911

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ntkathole merged 8 commits into
feast-dev:masterfrom
jbauer12:ray_azure_integration
Jan 30, 2026
Merged

feat: Adjust ray offline store to support abfs(s) ADLS Azure Storage#5911
ntkathole merged 8 commits into
feast-dev:masterfrom
jbauer12:ray_azure_integration

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jbauer12 commented Jan 27, 2026 •
edited by devin-ai-integration Bot
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What this PR does / why we need it:

Adjustments to support ADLS Gen2 Azure Storage in Ray Offline Store.

Which issue(s) this PR fixes:

Fixes##5844

jbauer12 requested a review from a team as a code owner January 27, 2026 10:52
devin-ai-integration Bot reviewed Jan 27, 2026
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Devin Review found 1 potential issue.

View issue and 3 additional flags in Devin Review.

Comment thread sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray.py Outdated Show resolved Hide resolved
ntkathole reviewed Jan 27, 2026
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Comment thread sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray.py Outdated
destination_path = storage.file_options.uri
if not destination_path.startswith(("s3://", "gs://", "hdfs://")):
if not destination_path.startswith(
("s3://", "gs://", "hdfs://", "abfs://", "abfss://")
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ntkathole Jan 27, 2026

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# Remote storage URI schemes supported by the Ray offline store # S3: Amazon S3 # GCS: Google Cloud Storage # HDFS: Hadoop Distributed File System # Azure: Azure Storage Gen2 REMOTE_STORAGE_SCHEMES = ("s3://", "gs://", "hdfs://", "abfs://", "abfss://")

Can we define a constant for supported remote storage URI schemes at top and use it later at all three locations?

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ntkathole commented Jan 27, 2026

Also, let's update doc https://github.com/feast-dev/feast/blob/master/docs/reference/offline-stores/ray.md?plain=1#L30

jbauer12 force-pushed the ray_azure_integration branch from a77ca9e to 58d8df3 Compare January 27, 2026 14:41
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Devin Review found 1 new potential issue.

🔴 1 issue in files not directly in the diff

🔴 Ray compute engine job.py not updated to support Azure storage schemes (sdk/python/feast/infra/compute_engines/ray/job.py:208)

The PR adds Azure storage support (abfs://, abfss://) to the Ray offline store by introducing a REMOTE_STORAGE_SCHEMES constant, but fails to update the RayDAGRetrievalJob.persist() method in job.py which still uses a hardcoded tuple ("s3://", "gs://", "hdfs://").

Click to expand

Impact

When users try to persist datasets to Azure storage using the Ray compute engine (via RayDAGRetrievalJob), the code will incorrectly:

  1. Try to check if the Azure path exists as a local file (os.path.exists(destination_path))
  2. Try to create local directories (os.makedirs(os.path.dirname(destination_path), exist_ok=True))

This happens because Azure paths like abfss://container@account.dfs.core.windows.net/path are not recognized as remote storage.

Actual vs Expected

  • Actual: job.py:208 uses ("s3://", "gs://", "hdfs://") which doesn't include Azure schemes
  • Expected: Should use REMOTE_STORAGE_SCHEMES from ray.py which includes ("s3://", "gs://", "hdfs://", "abfs://", "abfss://")

Code comparison

ray.py:70 defines:

REMOTE_STORAGE_SCHEMES = ("s3://", "gs://", "hdfs://", "abfs://", "abfss://")

But job.py:208 still uses:

if not destination_path.startswith(("s3://", "gs://", "hdfs://")):

Recommendation: Import and use REMOTE_STORAGE_SCHEMES from feast.infra.offline_stores.contrib.ray_offline_store.ray or define a shared constant in a common module that both files can import.

View issue and 6 additional flags in Devin Review.

jbauer12 changed the title feat: adjust ray offline store to support abfs(s) ADLS Azure Storage feat: Adjust ray offline store to support abfs(s) ADLS Azure Storage Jan 27, 2026
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ntkathole commented Jan 27, 2026

Ray compute engine job.py not updated to support Azure storage schemes (sdk/python/feast/infra/compute_engines/ray/job.py:208)

The PR adds Azure storage support (abfs://, abfss://) to the Ray offline store by introducing a REMOTE_STORAGE_SCHEMES constant, but fails to update the RayDAGRetrievalJob.persist() method in job.py which still uses a hardcoded tuple ("s3://", "gs://", "hdfs://").
Click to expand

@jbauer12 I think this comment make sense, we need to update job.py as well

devin-ai-integration Bot reviewed Jan 27, 2026
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Devin Review found 2 new potential issues.

🔴 1 issue in files not directly in the diff

🔴 Ray compute engine job.py not updated to support Azure storage schemes (sdk/python/feast/infra/compute_engines/ray/job.py:208)

The PR adds Azure storage support (abfs://, abfss://) to the Ray offline store by introducing a REMOTE_STORAGE_SCHEMES constant, but fails to update the RayDAGRetrievalJob.persist() method in job.py which still uses a hardcoded tuple ("s3://", "gs://", "hdfs://").

Click to expand

Impact

When users try to persist datasets to Azure storage using the Ray compute engine (via RayDAGRetrievalJob), the code will incorrectly:

  1. Try to check if the Azure path exists as a local file (os.path.exists(destination_path))
  2. Try to create local directories (os.makedirs(os.path.dirname(destination_path), exist_ok=True))

This happens because Azure paths like abfss://container@account.dfs.core.windows.net/path are not recognized as remote storage.

Actual vs Expected

  • Actual: job.py:208 uses ("s3://", "gs://", "hdfs://") which doesn't include Azure schemes
  • Expected: Should use REMOTE_STORAGE_SCHEMES from ray.py which includes ("s3://", "gs://", "hdfs://", "abfs://", "abfss://")

Code comparison

ray.py:70 defines:

REMOTE_STORAGE_SCHEMES = ("s3://", "gs://", "hdfs://", "abfs://", "abfss://")

But job.py:208 still uses:

if not destination_path.startswith(("s3://", "gs://", "hdfs://")):

Recommendation: Import and use REMOTE_STORAGE_SCHEMES from feast.infra.offline_stores.contrib.ray_offline_store.ray or define a shared constant in a common module that both files can import.

View issues and 8 additional flags in Devin Review.

Comment thread sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray.py Outdated Show resolved Hide resolved
jbauer12 force-pushed the ray_azure_integration branch from bb4d75a to 698bd1a Compare January 29, 2026 15:48
devin-ai-integration Bot reviewed Jan 29, 2026
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Devin Review found 1 new potential issue.

View issue and 9 additional flags in Devin Review.

Comment thread sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray.py Outdated Show resolved Hide resolved
ntkathole force-pushed the ray_azure_integration branch from 177d70d to 764be5a Compare January 29, 2026 16:55
feat: adjust ray offline store to support abfs(s) ADLS Azure Storage …
d07896c
Signed-off-by: Jonas Bauer <jbauer@easy2parts.com>
Delete test_registry file. …
3de9dcd
Signed-off-by: Jonas Bauer <jbauer@easy2parts.com>
Feedback from PR Review. …
a5dc522
Signed-off-by: Jonas Bauer <jbauer@easy2parts.com>
Added additional comment about env var. …
9c140c7
Signed-off-by: Jonas Bauer <jbauer@easy2parts.com>
Fixed potential issue from PR. …
f57b172
Signed-off-by: Jonas Bauer <jbauer@easy2parts.com>
Fixed found issue by Devin from PR. …
ce98866
Signed-off-by: Jonas Bauer <jbauer@easy2parts.com>
Apply formatting …
7f1d005
Signed-off-by: Jonas Bauer <jbauer@easy2parts.com>
Fixed found issue by Devin from PR. …
74967ba
Signed-off-by: Jonas Bauer <jbauer@easy2parts.com>
ntkathole force-pushed the ray_azure_integration branch from 764be5a to 74967ba Compare January 30, 2026 04:48
Hide details View details ntkathole merged commit d6c0b2d into feast-dev:master Jan 30, 2026
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ntkathole commented Jan 30, 2026

Thank you @jbauer12

YassinNouh21 pushed a commit to YassinNouh21/feast that referenced this pull request Feb 7, 2026
feat: Adjust ray offline store to support abfs(s) ADLS Azure Storage (f… …
a36eb6c
…east-dev#5911) * feat: adjust ray offline store to support abfs(s) ADLS Azure Storage Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Delete test_registry file. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Feedback from PR Review. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Added additional comment about env var. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Fixed potential issue from PR. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Fixed found issue by Devin from PR. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Apply formatting Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Fixed found issue by Devin from PR. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> --------- Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> Co-authored-by: Jonas Bauer <jbauer@easy2parts.com> Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
YassinNouh21 pushed a commit to YassinNouh21/feast that referenced this pull request Feb 7, 2026
feat: Adjust ray offline store to support abfs(s) ADLS Azure Storage (f… …
9371ee4
…east-dev#5911) * feat: adjust ray offline store to support abfs(s) ADLS Azure Storage Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Delete test_registry file. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Feedback from PR Review. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Added additional comment about env var. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Fixed potential issue from PR. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Fixed found issue by Devin from PR. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Apply formatting Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Fixed found issue by Devin from PR. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> --------- Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> Co-authored-by: Jonas Bauer <jbauer@easy2parts.com> Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
franciscojavierarceo pushed a commit that referenced this pull request Feb 17, 2026
chore(release): release 0.60.0 …
7de3db1
# [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))
soooojinlee pushed a commit to soooojinlee/feast that referenced this pull request Feb 18, 2026
chore(release): release 0.60.0 …
3b56ca5
# [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>
jyejare pushed a commit to opendatahub-io/feast that referenced this pull request Mar 9, 2026
feat: Adjust ray offline store to support abfs(s) ADLS Azure Storage (f… …
deae63a
…east-dev#5911) * feat: adjust ray offline store to support abfs(s) ADLS Azure Storage Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Delete test_registry file. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Feedback from PR Review. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Added additional comment about env var. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Fixed potential issue from PR. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Fixed found issue by Devin from PR. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Apply formatting Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Fixed found issue by Devin from PR. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> --------- Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> Co-authored-by: Jonas Bauer <jbauer@easy2parts.com>
Shizoqua pushed a commit to Shizoqua/feast that referenced this pull request Mar 18, 2026
feat: Adjust ray offline store to support abfs(s) ADLS Azure Storage (f… …
91b88b2
…east-dev#5911) * feat: adjust ray offline store to support abfs(s) ADLS Azure Storage Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Delete test_registry file. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Feedback from PR Review. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Added additional comment about env var. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Fixed potential issue from PR. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Fixed found issue by Devin from PR. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Apply formatting Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> * Fixed found issue by Devin from PR. Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> --------- Signed-off-by: Jonas Bauer <jbauer@easy2parts.com> Co-authored-by: Jonas Bauer <jbauer@easy2parts.com> Signed-off-by: Shizoqua <hr.lanreshittu@gmail.com>
Shizoqua pushed a commit to Shizoqua/feast that referenced this pull request Mar 18, 2026
chore(release): release 0.60.0 …
4b51239
# [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: Shizoqua <hr.lanreshittu@gmail.com>
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devin-ai-integration[bot] devin-ai-integration[bot] left review comments

franciscojavierarceo franciscojavierarceo approved these changes

ntkathole ntkathole approved these changes

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