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Update Changes.MD for 2.52.0 (#29435)
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tvalentyn authored Nov 15, 2023
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* Fixed "Desired bundle size 0 bytes must be greater than 0" in Java SDK's BigtableIO.BigtableSource when you have more cores than bytes to read (Java) [#28793](https://github.com/apache/beam/issues/28793).
* `watch_file_pattern` arg of the [RunInference](https://github.com/apache/beam/blob/104c10b3ee536a9a3ea52b4dbf62d86b669da5d9/sdks/python/apache_beam/ml/inference/base.py#L997) arg had no effect prior to 2.52.0. To use the behavior of arg `watch_file_pattern` prior to 2.52.0, follow the documentation at https://beam.apache.org/documentation/ml/side-input-updates/ and use `WatchFilePattern` PTransform as a SideInput. ([#28948](https://github.com/apache/beam/pulls/28948))
* `MLTransform` doesn't output artifacts such as min, max and quantiles. Instead, `MLTransform` will add a feature to output these artifacts as human readable format - [#29017](https://github.com/apache/beam/issues/29017). For now, to use the artifacts such as min and max that were produced by the eariler `MLTransform`, use `read_artifact_location` of `MLTransform`, which reads artifacts that were produced earlier in a different `MLTransform` ([#29016](https://github.com/apache/beam/pull/29016/))
* Fixed a memory leak, which affected some long-running Python pipelines: [#28246](https://github.com/apache/beam/issues/28246).

## Security Fixes
* Fixed [CVE-2023-39325](https://www.cve.org/CVERecord?id=CVE-2023-39325) (Java/Python/Go) ([#29118](https://github.com/apache/beam/issues/29118)).
* Mitigated [CVE-2023-47248](https://nvd.nist.gov/vuln/detail/CVE-2023-47248) (Python) [#29392](https://github.com/apache/beam/issues/29392).

# [2.51.0] - 2023-10-03

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## Known Issues

* Python pipelines using BigQuery Storage Read API must pin `fastavro`
dependency to 1.8.3 or earlier: [#28811](https://github.com/apache/beam/issues/28811)
* Long-running Python pipelines might experience a memory leak: [#28246](https://github.com/apache/beam/issues/28246).
* Python pipelines using BigQuery Storage Read API might need to pin `fastavro`
dependency to 1.8.3 or earlier on some runners that don't use Beam Docker containers: [#28811](https://github.com/apache/beam/issues/28811)

# [2.50.0] - 2023-08-30

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