Initial integration for hudi tables within Polaris by rahil-c · Pull Request #1862 · apache/polaris

rahil-c · 2025-06-11T17:04:39Z

Motivation

The Polaris Spark client currently supports Iceberg and Delta table. This PR aims to add support for Apache Hudi tables as Generic Tables.

Current behavior

Currently, the Polaris Spark client routes Iceberg table requests to Iceberg REST endpoints and Delta table requests to
Generic Table REST endpoints. This PR aims to allow Hudi to follow a similar support as for what was done for Delta in Polaris.

Desired Behavior

Enable basic Hudi table operations through the Polaris Spark catalog by:

Adding Hudi table detection and routing logic

Changes Included

Core Implementation: Added HudiHelper utility class and enhanced PolarisCatalogUtils with Hudi-specific table loading
logic
Catalog Integration: Modified SparkCatalog to detect and route Hudi table operations appropriately
Testing: Added unit tests for testingHudi integration
Documentation: Updated README with Hudi development support

Special note

Will follow up in another pr for integration and regression testing as they will need to consume the latest hudi point release artifact, once some changes in hudi land.

dimas-b · 2025-06-11T17:09:20Z

Thanks for you contribution, @rahil-c ! Would you mind opening a discussion for this feature on dev@polaris.apache.org?

rahil-c · 2025-06-13T15:28:33Z

Thanks @dimas-b will do so! Have raised a email on dev list here: https://lists.apache.org/thread/66d39oqkc412kk262gy80bm723r9xmpm

rahil-c · 2025-07-01T15:38:05Z

cc @flyrain @gh-yzou @singhpk234

Copilot

Pull Request Overview

This PR introduces initial support for Hudi tables in the Polaris Spark catalog, enabling Hudi create/load operations alongside existing formats.

Extended parameterized tests to cover the new “hudi” format.
Added HudiHelper and HudiCatalogUtils for Hudi-specific catalog loading and namespace synchronization.
Updated SparkCatalog, PolarisCatalogUtils, and build configurations to wire in Hudi dependencies and behavior.

Reviewed Changes

Copilot reviewed 12 out of 12 changed files in this pull request and generated 3 comments.

Show a summary per file

File	Description
plugins/spark/v3.5/spark/src/test/java/.../DeserializationTest.java	Updated parameterized tests to accept and assert on `format`
plugins/spark/v3.5/spark/src/test/java/.../SparkCatalogTest.java	Added static mocks and new Hudi namespace/table tests
plugins/spark/v3.5/spark/src/test/java/.../NoopHudiCatalog.java	Created a no-op Hudi catalog stub for tests
plugins/spark/v3.5/spark/src/main/java/.../PolarisCatalogUtils.java	Introduced `useHudi`, `isHudiExtensionEnabled`, Hudi load support, SQL builders
plugins/spark/v3.5/spark/src/main/java/.../HudiHelper.java	New helper for instantiating and delegating to Hudi Catalog
plugins/spark/v3.5/spark/src/main/java/.../HudiCatalogUtils.java	New utility for syncing namespace operations via SQL
plugins/spark/v3.5/spark/src/main/java/.../SparkCatalog.java	Routed create/alter/drop to Hudi catalog when appropriate
plugins/spark/v3.5/spark/src/main/java/.../PolarisSparkCatalog.java	Adjusted calls to pass `Identifier` through Hudi load API
plugins/spark/v3.5/spark/build.gradle.kts	Added Hudi dependencies and exclusions
plugins/spark/v3.5/integration/.../logback.xml	Enabled Hudi loggers for integration tests
plugins/spark/v3.5/integration/.../SparkHudiIT.java	New integration tests for basic and unsupported Hudi ops
plugins/spark/v3.5/integration/build.gradle.kts	Added Hive and Hudi bundles to integration dependencies

Comments suppressed due to low confidence (1)

plugins/spark/v3.5/spark/src/test/java/org/apache/polaris/spark/SparkCatalogTest.java

plugins/spark/v3.5/spark/build.gradle.kts

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/utils/HudiCatalogUtils.java

plugins/spark/v3.5/integration/build.gradle.kts

plugins/spark/v3.5/integration/src/intTest/resources/logback.xml

plugins/spark/v3.5/spark/build.gradle.kts

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/SparkCatalog.java

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/utils/HudiCatalogUtils.java

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/utils/PolarisCatalogUtils.java

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/SparkCatalog.java

...spark/v3.5/integration/src/intTest/java/org/apache/polaris/spark/quarkus/it/SparkHudiIT.java

plugins/spark/v3.5/spark/build.gradle.kts

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/utils/HudiCatalogUtils.java

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/utils/PolarisCatalogUtils.java

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/PolarisSparkCatalog.java

...spark/v3.5/integration/src/intTest/java/org/apache/polaris/spark/quarkus/it/SparkHudiIT.java

plugins/spark/v3.5/spark/build.gradle.kts

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/SparkCatalog.java

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/PolarisSparkCatalog.java

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/SparkCatalog.java

gh-yzou · 2025-07-08T20:31:25Z

@rahil-c sorry, i made my comment yesterday, but forgot to push it. I did a push, and added some more comments, please let me know if you have more questions about this!
As we have discussed, there are two main concerns for this PR:

the hudi dependency introduced for spark client, which is caused by the usage of HoodieInternalV2Table. This can be resolved by loading V1Table, and then let HudiCatalog loadTable to handle the final table result https://github.com/apache/hudi/blob/master/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/spark/sql/hudi/catalog/HoodieCatalog.scala#L123
the extra namespace creation for HudiCatalog. Polaris Spark Client reuses the whole Iceberg namespace, ideally we do not want to maintain extra namespace creation just for specific table format. The needs of extra namespace creation is because HudiCatalog only works with SparkSession Catalog and HiveCatalog today https://github.com/apache/hudi/blob/master/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/spark/sql/hudi/command/CreateHoodieTableCommand.scala#L198, however, since Polaris is rest catalog, this will not work anymore. We want to see if we can push forward on hudi community to improve the catalog implementation regarding to the third party catalog plugin. Similar as Delta did a special case for unity catalog here https://github.com/delta-io/delta/blob/2d89954008b6c53e49744f09435136c5c63b9f2c/spark/src/main/scala/org/apache/spark/sql/delta/catalog/DeltaCatalog.scala#L218

settings.gradle.kts

rahil-c · 2025-07-23T08:21:46Z

@rahil-c sorry, i made my comment yesterday, but forgot to push it. I did a push, and added some more comments, please let me know if you have more questions about this! As we have discussed, there are two main concerns for this PR:

the hudi dependency introduced for spark client, which is caused by the usage of HoodieInternalV2Table. This can be resolved by loading V1Table, and then let HudiCatalog loadTable to handle the final table result https://github.com/apache/hudi/blob/master/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/spark/sql/hudi/catalog/HoodieCatalog.scala#L123

the extra namespace creation for HudiCatalog. Polaris Spark Client reuses the whole Iceberg namespace, ideally we do not want to maintain extra namespace creation just for specific table format. The needs of extra namespace creation is because HudiCatalog only works with SparkSession Catalog and HiveCatalog today https://github.com/apache/hudi/blob/master/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/spark/sql/hudi/command/CreateHoodieTableCommand.scala#L198, however, since Polaris is rest catalog, this will not work anymore. We want to see if we can push forward on hudi community to improve the catalog implementation regarding to the third party catalog plugin. Similar as Delta did a special case for unity catalog here https://github.com/delta-io/delta/blob/2d89954008b6c53e49744f09435136c5c63b9f2c/spark/src/main/scala/org/apache/spark/sql/delta/catalog/DeltaCatalog.scala#L218

Thanks @gh-yzou, I have followed the recommendations above and updated the pr. Let me know if the approach looks good to you. If so then I can try to break this down into smaller prs.

plugins/spark/v3.5/integration/build.gradle.kts

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/utils/PolarisCatalogUtils.java

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/SparkCatalog.java

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/utils/PolarisCatalogUtils.java

gh-yzou · 2025-07-28T05:01:27Z

plugins/spark/README.md

+
+### Hudi Support
+Currently support for Hudi tables within the Polaris catalog is still under development. 
+The Hudi community has made a change to integrate with Polaris, and is planning on doing a minor release.


-> hudi-spark-xxx is required for hudi table support to work end to end, which is still under releasing.

will add this line

gh-yzou · 2025-07-28T17:51:52Z

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/utils/PolarisCatalogUtils.java

  }

+  /** Return a Spark V1Table for Hudi tables. */
+  public static Table loadV1SparkHudiTable(


actually this function doesn't seem very specific for huid, maybe we can just call it loadV1SaprkTable, and in the comment mention that it is currently only used by hudi.

rahil-c · 2025-10-07T02:02:37Z

Can we open this pr back up not sure why it was closed? @singhpk234 @flyrain @gh-yzou @eric-maynard

flyrain · 2025-10-07T04:00:49Z

Hi @rahil-c. reopened. Please update as needed.

sfc-gh-ygu

+1

sfc-gh-ygu · 2025-11-24T02:20:14Z

plugins/spark/README.md

 3) Rename a Delta table is not supported.
 4) ALTER TABLE ... SET LOCATION is not supported for DELTA table.
-5) For other non-Iceberg tables like csv, it is not supported today.
+5) For other non-Iceberg tables like csv, it is not supported today.


Not a blocker: This change is not needed, but I think we will need a doc change to claim that Hudi table is supported. I'm OK to add it in a followup PR.

flyrain

+1

rahil-c · 2025-11-24T02:23:29Z

@flyrain @gh-yzou Now that Hudi 1.1.0 is out (see hudi release docs https://hudi.apache.org/releases/release-1.1.0) I think we can land this PR. Based on the original discussion we wanted to have a follow up PR for the IT test plan, which will follow a similar flow as the SparkDeltaIT: https://github.com/apache/polaris/blob/main/plugins/spark/v3.5/integration/src/intTest/java/org/apache/polaris/spark/quarkus/it/SparkDeltaIT.java

Once we land this PR, will raise the Hudi IT [PR](https://github.com/rahil-c/polaris/pull/10/files#diff-ec6cb0157edd392da9149d2627b6a928846e236050232678c525f0dc744c6963R37 (adding hudi 1.1.0 as a test dependency similar to Delta) and the test which verifies that DDL, DML, DQL queries with hudi as a generic table.

plugins/spark/README.md

plugins/spark/v3.5/spark/src/main/java/org/apache/polaris/spark/PolarisSparkCatalog.java

The blocker has been resolved per this comment, #1862 (comment).

@adnanhemani

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Add Hudi support within Polaris #1896

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Initial integration for hudi tables within Polaris

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address yun comments

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rahil-c commented Jun 13, 2025 •

edited

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rahil-c commented Nov 24, 2025 •

edited

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