Hi Russell,

Exactly, for many actions this is mostly plumbing to make the existing
functionality available.

>Which ones would you like to add implementations for?

We can start with some simple ones, e.g. ExpireSnapshots,
RewriteManifests, RewriteTablePath.

-Max


On Tue, Feb 24, 2026 at 5:03 PM Russell Spitzer
<[email protected]> wrote:
>
> We already do have non-distributed versions for a bunch of the functionality 
> in core (that's what the actions were based on) so I don't think this is a 
> wild idea. Which ones would you like to add implementations for?
>
> On Tue, Feb 24, 2026 at 9:23 AM Maximilian Michels <[email protected]> wrote:
>>
>> Hi everyone,
>>
>> I've been looking at the Iceberg Actions [1] and noticed many of them don't 
>> fundamentally require a distributed engine.
>>
>> Apart from RewriteDataFiles, most of the maintenance tasks are rather 
>> lightweight in the processing department. Some of them could probably run 
>> faster and with fewer resources locally, backed by a thread pool.
>>
>> I wonder whether Iceberg could benefit from a local implementation for 
>> ActionsProvider [2]. We have a lot of the building blocks for these already 
>> available in the core.
>>
>> Granted, there are scalability limitations for large tables. Also, it's 
>> often more convenient to use existing (distributed) compute infrastructure. 
>> Yet, there are use cases where distributed computing isn't strictly 
>> required. For example:
>>
>>   - CLI tooling
>>   - CI/CD pipelines and automation scripts
>>   - REST catalog backends which want to run maintenance internally
>>   - Small tables in general
>>   - Environments where Flink/Spark are not available
>>
>> I'm curious to hear your thoughts.
>>
>> Cheers,
>> Max
>>
>> [1] 
>> https://github.com/apache/iceberg/tree/501824f0c0032b3225b0fe52b904756f0fe5c589/api/src/main/java/org/apache/iceberg/actions
>> [2] 
>> https://github.com/apache/iceberg/blob/501824f0c0032b3225b0fe52b904756f0fe5c589/api/src/main/java/org/apache/iceberg/actions/ActionsProvider.java#L24

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