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Docs: Add docs for Table Maintenance in Flink - #13853

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Aug 25, 2025
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pvary merged 12 commits into
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@JeonDaehong

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This PR adds documentation for issue
( Docs update for Flink Table Maintenance API - Fixes #13307 )

It incorporates feedback received from the previously closed PR #13360. and #13771

Please review and let me know if any changes are needed. I will update promptly.

@github-actions github-actions Bot added the docs label Aug 18, 2025
@JeonDaehong

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@Guosmilesmile

Hello,

I have submitted a new PR with the previous feedback incorporated as much as possible.

Since this is my first time contributing to the Docs, I am still learning and going through some trial and error. I really appreciate all your guidance and support.

I will gladly incorporate any additional feedback you may have.

If everything looks good, I would appreciate it if you could merge the PR.

Thank you very much.

Comment thread docs/docs/flink-table-maintenance.md Outdated

## Overview

In **Apache Iceberg** deployments within **Flink streaming environments**, implementing automated table maintenance operations—including `snapshot expiration`, `small file compaction`, and `orphan file cleanup`—is critical for optimal performance and storage efficiency.

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optimal performance -> optimal query performance

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Let's see if we can merge the orphan file cleanup in 1.10.0.

  • If yes, then we need to mentioned it in the features
  • If no, then we should remove it from here

Comment on lines +35 to +50

Example usage:
```java
// Snapshot expiration
.add(ExpireSnapshots.builder()
.maxSnapshotAge(Duration.ofDays(7))
.retainLast(10)
.deleteBatchSize(1000))

// Continuous file optimization
.add(RewriteDataFiles.builder()
.targetFileSizeBytes(256 * 1024 * 1024)
.minFileSizeBytes(32 * 1024 * 1024)
.partialProgressEnabled(true)
.partialProgressMaxCommits(5))
```

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Do we need this example here? We have more detailed examples below.
If we decide to need this, we might want to separate the ExpireSnapshots and the RewriteDataFiles and put them after the descriptions above

Comment thread docs/docs/flink-table-maintenance.md Resolved
@JeonDaehong

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@pvary

I have incorporated the feedback you provided.

I would appreciate it if you could review it.

Where can I check the addition of orphan file cleanup in version 1.10.0?

@JeonDaehong

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@pvary

Adding to the docs is more challenging than I expected, but also really fun.
Still, it’s enjoyable and rewarding.

I hope it gets merged soon :D

Comment thread docs/docs/flink-table-maintenance.md Resolved
Comment thread docs/docs/flink-table-maintenance.md Resolved
Comment thread docs/docs/flink-table-maintenance.md Resolved
Comment thread docs/docs/flink-table-maintenance.md Outdated
```java
TriggerLockFactory lockFactory = new ZkLockFactory(
"localhost:2181", // ZooKeeper connection string
"catalog.db.table" // Lock ID (unique identifier)

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We also need sessionTimeoutMs,connectionTimeoutMs,baseSleepTimeMs and maxRetries in Constructor.

Comment thread docs/docs/flink-table-maintenance.md Outdated

| Method | Description | Default Value | Type |
|--------|-------------|---------------|------|
| `maxSnapshotAge(Duration)` | Maximum age of snapshots to retain | None | Duration |

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Default value is 5 days.

Comment thread docs/docs/flink-table-maintenance.md Outdated
| Method | Description | Default Value | Type |
|--------|-------------|---------------|------|
| `maxSnapshotAge(Duration)` | Maximum age of snapshots to retain | None | Duration |
| `retainLast(int)` | Minimum number of snapshots to retain | None | int |

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Default value is 1.

Comment thread docs/docs/flink-table-maintenance.md Outdated
| `retainLast(int)` | Minimum number of snapshots to retain | None | int |
| `deleteBatchSize(int)` | Number of files to delete in each batch | 1000 | int |
| `planningWorkerPoolSize(int)` | Number of worker threads for planning snapshot expiration | Shared worker pool | int |
| `cleanExpiredMetadata(boolean)` | Remove expired metadata files when expiring snapshots | true | boolean |

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I think in this place default value is false.

Comment thread docs/docs/flink-table-maintenance.md Outdated
| `targetFileSizeBytes(long)` | Target size for rewritten files | Table property or 512MB | long |
| `minFileSizeBytes(long)` | Minimum size of files eligible for compaction | 0 | long |
| `maxFileSizeBytes(long)` | Maximum size of files eligible for compaction | Long.MAX_VALUE | long |
| `minInputFiles(int)` | Minimum number of files to trigger rewrite | Integer.MAX_VALUE | int |

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I think the default value is 5.

Comment thread docs/docs/flink-table-maintenance.md Outdated
| `maxFileGroupSizeBytes(long)` | Maximum total size of a file group | 107374182400 (100GB) | long |
| `maxFilesToRewrite(int)` | Maximum number of files to rewrite per task | Integer.MAX_VALUE | int |
| `partialProgressEnabled(boolean)` | Enable partial progress commits | false | boolean |
| `partialProgressMaxCommits(int)` | Maximum commits for partial progress | 10 | int |

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Maximum commits for partial progress, if partial progress is enabled

@JeonDaehong

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@Guosmilesmile

I reviewed the classes carefully to check the default values, but I got quite a few wrong. My apologies.

For cleanExpiredMetadata, I initially thought it was true, but it seems false is correct, so I’ve updated it accordingly.

I’ve also made other changes based on your feedback.

Thank you for your review.

@JeonDaehong

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@pvary

I’ve updated the document according to your feedback.

The Default Lock section was incorrectly added, so I’ve removed it.

Thank you for your review.

Comment thread docs/docs/flink-table-maintenance.md Outdated
);

// Set up maintenance with comprehensive configuration
TableMaintenance.forTable(env, tableLoader, TriggerLockFactory.defaultLockFactory())

@Guosmilesmile Guosmilesmile Aug 19, 2025 •

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TriggerLockFactory.defaultLockFactory() We don't have this method. This part should be changed.

Comment thread docs/docs/flink-table-maintenance.md Outdated
```

#### ZooKeeper Lock Factory
Uses Apache ZooKeeper for distributed coordination:

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Suggested change
Uses Apache ZooKeeper for distributed coordination:
Uses Apache ZooKeeper for distributed locks:

Comment thread docs/docs/flink-table-maintenance.md Outdated
| Method | Description | Default Value | Type |
|--------|-------------|---------------|------|
| `targetFileSizeBytes(long)` | Target size for rewritten files | Table property or 512MB | long |
| `minFileSizeBytes(long)` | Minimum size of files eligible for compaction | 0 | long |

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Default value is 75% of target file size

Comment thread docs/docs/flink-table-maintenance.md Outdated
|--------|-------------|---------------|------|
| `targetFileSizeBytes(long)` | Target size for rewritten files | Table property or 512MB | long |
| `minFileSizeBytes(long)` | Minimum size of files eligible for compaction | 0 | long |
| `maxFileSizeBytes(long)` | Maximum size of files eligible for compaction | Long.MAX_VALUE | long |

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Default value is 180% of target file size

Comment thread docs/docs/flink-table-maintenance.md Outdated
| `targetFileSizeBytes(long)` | Target size for rewritten files | Table property or 512MB | long |
| `minFileSizeBytes(long)` | Minimum size of files eligible for compaction | 0 | long |
| `maxFileSizeBytes(long)` | Maximum size of files eligible for compaction | Long.MAX_VALUE | long |
| `minInputFiles(int)` | Minimum number of files to trigger rewrite | 1 | int |

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Default value is 5

Comment thread docs/docs/flink-table-maintenance.md Outdated
| `deleteFileThreshold(int)` | Minimum delete-file count per data file to force rewrite | Integer.MAX_VALUE | int |
| `rewriteAll(boolean)` | Rewrite all data files regardless of thresholds | false | boolean |
| `maxFileGroupSizeBytes(long)` | Maximum total size of a file group | 107374182400 (100GB) | long |
| `maxFilesToRewrite(int)` | Maximum number of files to rewrite per task | Integer.MAX_VALUE | int |

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Default value is null. About the description we can add If this option is not specified, all eligible files will be rewritten.

Comment thread docs/docs/flink-table-maintenance.md Outdated
Comment on lines +280 to +281
'namespace' = 'db',
'table' = 'tbl',

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Key should be catalog-database and catalog-table

jdbcProps // JDBC connection properties
);
```

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Can we add some specific configuration item explanations, such as INIT_LOCK_TABLES_PROPERTY, since this configuration item is mentioned in the SQL part below but does not appear in the Java part?

- Adjust `deleteBatchSize` based on storage performance
- Enable `partialProgressEnabled` for large rewrite operations
- Set reasonable `maxRewriteBytes` limits

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May be we can add Setting an appropriate maxFileGroupSizeBytes can break down large FileGroups into smaller ones, thereby increasing the speed of parallel processing.

| `partialProgressEnabled(boolean)` | Enable partial progress commits | false | boolean |
| `partialProgressMaxCommits(int)` | Maximum commits allowed for partial progress when partialProgressEnabled is true | 10 | int |
| `maxRewriteBytes(long)` | Maximum bytes to rewrite per execution | Long.MAX_VALUE | long |

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Miss a method filter

@JeonDaehong

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@pvary @Guosmilesmile

Hello, I’ve incorporated the feedback you mentioned above.

This is my first time writing a Docs from start to finish, so while I’m enjoying it, I also feel like I might be causing some trouble, haha...

That said, please continue to provide feedback. I really appreciate it! :D

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I have left some mirror comments. I think we can reuse the existing page https://iceberg.apache.org/docs/nightly/flink-actions/ instead of adding a new file. We can rename flink-actions to flink-maintenance, which would eliminate the need for a new page.

Comment thread docs/docs/flink-table-maintenance.md Outdated
| `partialProgressEnabled(boolean)` | Enable partial progress commits | false | boolean |
| `partialProgressMaxCommits(int)` | Maximum commits allowed for partial progress when partialProgressEnabled is true | 10 | int |
| `maxRewriteBytes(long)` | Maximum bytes to rewrite per execution | Long.MAX_VALUE | long |
| `filter(Expression)` | Filter expression for selecting files to rewrite | null | Expression |

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Default value is Expressions.alwaysTrue()

Comment thread docs/docs/flink-table-maintenance.md Outdated
| `rewriteAll(boolean)` | Rewrite all data files regardless of thresholds | false | boolean |
| `maxFileGroupSizeBytes(long)` | Maximum total size of a file group | 107374182400 (100GB) | long |
| `maxFilesToRewrite(int)` | Maximum number of files to rewrite per task | Integer.MAX_VALUE | int |
| `maxFilesToRewrite(int)` | About the description we can add: If this option is not specified, all eligible files will be rewritten | null | int |

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We don't need About the description we can add: in the doc.

@JeonDaehong

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I have left some mirror comments. I think we can reuse the existing page https://iceberg.apache.org/docs/nightly/flink-actions/ instead of adding a new file. We can rename flink-actions to flink-maintenance, which would eliminate the need for a new page.

Thank you for the feedback. Once I revise the parts you mentioned and add them to the Flink action docs, would that be all that’s needed?

@Guosmilesmile

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I have left some mirror comments. I think we can reuse the existing page https://iceberg.apache.org/docs/nightly/flink-actions/ instead of adding a new file. We can rename flink-actions to flink-maintenance, which would eliminate the need for a new page.

Thank you for the feedback. Once I revise the parts you mentioned and add them to the Flink action docs, would that be all that’s needed?

I don’t see any other changes needed for now. Once you finish the revisions, I will review it again. Thanks for your hard work!

@JeonDaehong

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@Guosmilesmile

Thank you. I’ll reflect the points you mentioned, add them to the Flink action, and push the changes again. Thanks.

@JeonDaehong

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@Guosmilesmile

How should we handle the 'Rewrite Files' action in flink-action?

@JeonDaehong

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@Guosmilesmile

I have first merged the content into flink-action and deleted the original maintenance md file.

Additionally, I have incorporated the two feedback points you mentioned.

If there are no issues, please proceed with the merge.

Thank you.

@Guosmilesmile Guosmilesmile left a comment

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  1. flink-configuration.mdshould not be within the scope of the current changes. Could it have been accidentally deleted?
  2. May be we should also change the title: "Flink Actions" in flink-actions.md to title: "Flink TableMaintenance", and rename flink-actions.md to flink-maintenance.md , then change the mkdocs.yml ?

Comment thread docs/docs/flink-actions.md Outdated
-->

## Rewrite files action
# Rewrite files action

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Suggested change
# Rewrite files action
## Flink Table Maintenance BatchMode
### Rewrite files action

Comment thread docs/docs/flink-actions.md Outdated

For more details of the rewrite files action, please refer to [RewriteDataFilesAction](../../javadoc/{{ icebergVersion }}/org/apache/iceberg/flink/actions/RewriteDataFilesAction.html)

# Flink Table Maintenance

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Suggested change
# Flink Table Maintenance
## Flink Table Maintenance StreamingMode

Comment thread docs/docs/flink-actions.md Outdated

# Flink Table Maintenance

## Overview

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Suggested change
## Overview
### Overview

Comment thread docs/docs/flink-actions.md Outdated

The `TableMaintenance` API in **Apache Iceberg** empowers **Flink jobs** to execute maintenance tasks **natively**, either embedded within existing streaming pipelines or deployed as standalone Flink jobs. This eliminates dependencies on external systems, thereby **streamlining architecture**, **reducing operational costs**, and **enhancing automation capabilities**.

## Supported Features (Flink)

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Suggested change
## Supported Features (Flink)
### Supported Features (Flink)

Comment thread docs/docs/flink-actions.md Outdated

## Supported Features (Flink)

### ExpireSnapshots

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Suggested change
### ExpireSnapshots
#### ExpireSnapshots

Comment thread docs/docs/flink-actions.md Outdated
- Use `scheduleOnCommitCount` for write-heavy tables
- Use `scheduleOnDataFileCount` for fine-grained control

### Performance Tuning

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Suggested change
### Performance Tuning
#### Performance Tuning

Comment thread docs/docs/flink-actions.md Outdated
- Set reasonable `maxRewriteBytes` limits
- Setting an appropriate `maxFileGroupSizeBytes` can break down large FileGroups into smaller ones, thereby increasing the speed of parallel processing

## Troubleshooting

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Suggested change
## Troubleshooting
### Troubleshooting

Comment thread docs/docs/flink-actions.md Outdated

## Troubleshooting

### OutOfMemoryError during file deletion

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Suggested change
### OutOfMemoryError during file deletion
#### OutOfMemoryError during file deletion

Comment thread docs/docs/flink-actions.md Outdated
.deleteBatchSize(500) // Example: 500 files per batch
```

### Lock conflicts

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Suggested change
### Lock conflicts
#### Lock conflicts

Comment thread docs/docs/flink-actions.md Outdated
.rateLimit(Duration.ofMinutes(10)) // Reduce frequency of task execution
```

### Slow rewrite operations

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Suggested change
### Slow rewrite operations
#### Slow rewrite operations

@JeonDaehong

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  1. flink-configuration.mdshould not be within the scope of the current changes. Could it have been accidentally deleted?
  2. May be we should also change the title: "Flink Actions" in flink-actions.md to title: "Flink TableMaintenance", and rename flink-actions.md to flink-maintenance.md , then change the mkdocs.yml ?

@Guosmilesmile
It looks like I mistakenly deleted Maintenance when I should have just removed it. I’ll restore it.

I’ll make the corrections you mentioned today and push the update again.

Thank you for the feedback!

@Guosmilesmile

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@JeonDaehong I didn't see the relevant changes. Have you submitted them?

@JeonDaehong

JeonDaehong commented Aug 25, 2025 •

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@JeonDaehong I didn't see the relevant changes. Have you submitted them?

@Guosmilesmile

Not yet!
I’m at the office right now.
I plan to proceed after work.

It’s currently 11 AM KST, so I should be able to start after 7 PM, about 8 hours from now.

Would that be alright?

Or, if it’s urgent, I can make the changes and push them even during lunch.

@Guosmilesmile

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@JeonDaehong Sorry, I thought you had already submitted the changes when I saw your reply. Just take your time.

@JeonDaehong

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@JeonDaehong Sorry, I thought you had already submitted the changes when I saw your reply. Just take your time.

It seems the Korean → English translation didn’t come out quite right. Haha..

@JeonDaehong

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@Guosmilesmile

I have updated the content as per your feedback!

  1. Restored the mistakenly deleted flink-configuration.md file
  2. Renamed and merged flink-action.md into flink-maintenance.md
  3. Updated the content inside flink-maintenance.md as suggested

Please review and merge if everything looks good.

Thank you!

Comment thread docs/docs/flink-maintenance.md Outdated
```java
import org.apache.iceberg.flink.actions.Actions;

TableLoader tableLoader = TableLoader.fromHadoopTable("hdfs://nn:8020/warehouse/path");

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fromHadoopTable -> Can we change this to hive or something else?
We would like to remove the references of the HadoopTable from the docs as it is not encouraged in production environments

Comment thread docs/docs/flink-maintenance.md Outdated

```java
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
TableLoader tableLoader = TableLoader.fromHadoopTable("path/to/table");

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fromHadoopTable -> Can we change this to hive or something else?
We would like to remove the references of the HadoopTable from the docs as it is not encouraged in production environments

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2 small changes and then we are good to go.
Thanks @JeonDaehong for the PR and @Guosmilesmile for the review!

@JeonDaehong

JeonDaehong commented Aug 25, 2025 •

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@pvary

Is it right to change Hadoop to Hive like this?

Comment thread docs/docs/flink-maintenance.md Outdated
import org.apache.iceberg.flink.actions.Actions;

TableLoader tableLoader = TableLoader.fromCatalog(
CatalogLoader.hive("my_catalog", configuration),

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CatalogLoader.hive("my_catalog", configuration, properties),

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I have just completed adding it.

@pvary
pvary merged commit 2df7dc7 into apache:main Aug 25, 2025
@pvary

pvary commented Aug 25, 2025

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Merged to main.
Thanks for the doc @JeonDaehong and @Guosmilesmile for the review!

@JeonDaehong

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@pvary @Guosmilesmile

Thank you very much for reviewing and merging!
I will continue to work hard to contribute as a committer and help make Iceberg even better. :D

@JeonDaehong

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@pvary

Has this Docs been visible on the Docs website since the 1.9.3 release?

@pvary

pvary commented Aug 25, 2025

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It is available here: https://iceberg.apache.org/docs/nightly/flink-maintenance/

@JeonDaehong

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Add docs for Table Maintenance in Flink

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