ahmedabu98 opened a new issue, #32365:
URL: https://github.com/apache/beam/issues/32365

   ### What needs to happen?
   
   Dynamic destinations is a feature (implemented in some IOs) that allows 
users to write to a multitude of destinations using one IO instance. At 
runtime, the IO determines a destination for each incoming record based on a 
function. Currently, this feature is only supported with native use-cases (e.g. 
Python uses 
[callables](https://beam.apache.org/releases/pydoc/2.54.0/apache_beam.io.fileio.html#dynamic-destinations);
 Java uses 
[SerializableFunction](https://beam.apache.org/releases/javadoc/current/org/apache/beam/sdk/io/FileIO.html#:~:text=as%20per%20above.-,Dynamic%20destinations,-If%20the%20elements)
 or 
[DynamicDestinations](https://beam.apache.org/releases/javadoc/current/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIO.Write.html#to-org.apache.beam.sdk.io.gcp.bigquery.DynamicDestinations-)).
 
   
   Of course, we can’t simply pass a whole function from one language to 
another, but we can extract the important bits and articulate them in a way 
that is 
[compatible](https://github.com/apache/beam/blob/e067ed216bbd2868ebb22c360600f3dd3e489897/model/pipeline/src/main/proto/org/apache/beam/model/pipeline/v1/schema.proto#L194-L204)
 with Beam SDK languages. 
   
   There have been 
[discussions](https://lists.apache.org/thread/khq2pv6469l1or6yd40b9bqkr26bjjm6) 
and a design doc: https://s.apache.org/portable-dynamic-destinations
   The agreed upon approach (proposal (1) in the doc) looks something like this:
   
   <img width="711" alt="image" 
src="https://github.com/user-attachments/assets/9f159bec-1393-4537-b2fb-a3e5badb7b96";>
   
   PR #31807 is a proof of concept that includes the necessary utilities and a 
real implementation for portable dynamic destinations in IcebergIO. This PR can 
be broken down into multiple PRs though to decouple concepts and make it easier 
to review.
   
   ### Issue Priority
   
   Priority: 2 (default / most normal work should be filed as P2)
   
   ### Issue Components
   
   - [ ] Component: Python SDK
   - [X] Component: Java SDK
   - [ ] Component: Go SDK
   - [ ] Component: Typescript SDK
   - [X] Component: IO connector
   - [ ] Component: Beam YAML
   - [ ] Component: Beam examples
   - [ ] Component: Beam playground
   - [ ] Component: Beam katas
   - [ ] Component: Website
   - [ ] Component: Infrastructure
   - [ ] Component: Spark Runner
   - [ ] Component: Flink Runner
   - [ ] Component: Samza Runner
   - [ ] Component: Twister2 Runner
   - [ ] Component: Hazelcast Jet Runner
   - [ ] Component: Google Cloud Dataflow Runner


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