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Apache Beam is a unified programming model for Batch and Streaming data processing.

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Imported from Jira [BEAM-13049](https://issues.apache.org/jira/browse/BEAM-13049). Original Jira may contain additional context. Reported by: aromanenko. Subtask of issue #21253

tests
sub-task
P2
benchmark
tpcds

Fixing the broken link to the Retry Policy blogpost ------------------------ Thank you for your contribution! Follow this checklist to help us incorporate your contribution quickly and easily: - [x] [**Choose...

website

Following test codes cause `java.lang.IllegalArgumentException: Except when using GlobalWindows, calling .triggering() to specify a trigger requires that the allowed lateness be specified using .withAllowedLateness() to set the upper bound on...

java
Next Action: Reviewers

This PR address #21412 with a PubsubSchemaTransformWriteConfiguration implementation. It's design goals are to like-for-like replicate PubsubSchemaIOTransform write configuration details. Subsequent to this PR's approval/merge, the plan is to implement the...

java
io
gcp

R: @damccorm @pabloem **Please** add a meaningful description for your change here ------------------------ Thank you for your contribution! Follow this checklist to help us incorporate your contribution quickly and easily:...

build
Next Action: Reviewers
slow-review

GitHub Actions Tests Status (on master branch) ------------------------------------------------------------------------------------------------ [![Build python source distribution and wheels](https://github.com/apache/beam/workflows/Build%20python%20source%20distribution%20and%20wheels/badge.svg?branch=master&event=schedule)](https://github.com/apache/beam/actions?query=workflow%3A%22Build+python+source+distribution+and+wheels%22+branch%3Amaster+event%3Aschedule) [![Python tests](https://github.com/apache/beam/workflows/Python%20tests/badge.svg?branch=master&event=schedule)](https://github.com/apache/beam/actions?query=workflow%3A%22Python+Tests%22+branch%3Amaster+event%3Aschedule) [![Java tests](https://github.com/apache/beam/workflows/Java%20Tests/badge.svg?branch=master&event=schedule)](https://github.com/apache/beam/actions?query=workflow%3A%22Java+Tests%22+branch%3Amaster+event%3Aschedule) [![Go tests](https://github.com/apache/beam/workflows/Go%20tests/badge.svg?branch=master&event=schedule)](https://github.com/apache/beam/actions?query=workflow%3A%22Go+tests%22+branch%3Amaster+event%3Aschedule) See [CI.md](https://github.com/apache/beam/blob/master/CI.md) for more information about GitHub Actions CI.

python
Next Action: Reviewers

This got rid of about half of the overhead of activating the metrics container for the current thread. The updated implementation is about 48 ms for the two calls to...

java
runners
dataflow

Read committed tells KafkaIO to only read messages that are already committed which means that committing offsets in finalize is a no-op. Users should be using one or the other...

java
io
kafka
P3
improvement

This change: * swaps java imports * fixes a new deprecation issue TextFormat.printToString -> TextFormat.printer().printToString caused by the update * deletes the old 1.43.2 package ------------------------ Thank you for your...

java
build
examples
vendor
io
extensions
runners
spark
dataflow
direct
gcp
kafka
core
flink
fn-execution
portability
samza
twister2

### What would you like to happen? I'm currently using a streaming Apache Beam pipeline on a Dataflow Runner with an attached GPU to perform real-time inference. We ingest Pub/Sub...

runners
dataflow
new feature
P2
awaiting triage