dependabot[bot] opened a new pull request, #91: URL: https://github.com/apache/beam-starter-java/pull/91
Bumps [org.apache.beam:beam-runners-direct-java](https://github.com/apache/beam) from 2.46.0 to 2.51.0. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/apache/beam/releases";>org.apache.beam:beam-runners-direct-java's releases</a>.</em></p> <blockquote> <h2>Beam 2.50.0 release</h2> <p>We are happy to present the new 2.50.0 release of Beam. This release includes both improvements and new functionality. See the <a href="https://beam.apache.org/get-started/downloads/#2500-2023-08-30";>download page</a> for this release.</p> <!-- raw HTML omitted --> <p>For more information on changes in 2.50.0, check out the <a href="https://github.com/apache/beam/milestone/14";>detailed release notes</a>.</p> <h2>Highlights</h2> <ul> <li>Spark 3.2.2 is used as default version for Spark runner (<a href="https://redirect.github.com/apache/beam/issues/23804";>#23804</a>).</li> <li>The Go SDK has a new default local runner, called Prism (<a href="https://redirect.github.com/apache/beam/issues/24789";>#24789</a>).</li> <li>All Beam released container images are now <a href="https://cloud.google.com/kubernetes-engine/docs/how-to/build-multi-arch-for-arm#what_is_a_multi-arch_image";>multi-arch images</a> that support both x86 and ARM CPU architectures.</li> </ul> <h2>I/Os</h2> <ul> <li>Java KafkaIO now supports picking up topics via topicPattern (<a href="https://redirect.github.com/apache/beam/pull/26948";>#26948</a>)</li> <li>Support for read from Cosmos DB Core SQL API (<a href="https://redirect.github.com/apache/beam/issues/23604";>#23604</a>)</li> <li>Upgraded to HBase 2.5.5 for HBaseIO. (Java) (<a href="https://redirect.github.com/apache/beam/issues/19554";>#27711</a>)</li> <li>Added support for GoogleAdsIO source (Java) (<a href="https://redirect.github.com/apache/beam/pull/27681";>#27681</a>).</li> </ul> <h2>New Features / Improvements</h2> <ul> <li>The Go SDK now requires Go 1.20 to build. (<a href="https://redirect.github.com/apache/beam/issues/27558";>#27558</a>)</li> <li>The Go SDK has a new default local runner, Prism. (<a href="https://redirect.github.com/apache/beam/issues/24789";>#24789</a>). <ul> <li>Prism is a portable runner that executes each transform independantly, ensuring coders.</li> <li>At this point it supercedes the Go direct runner in functionality. The Go direct runner is now deprecated.</li> <li>See <a href="https://github.com/apache/beam/blob/master/sdks/go/pkg/beam/runners/prism/README.md";>https://github.com/apache/beam/blob/master/sdks/go/pkg/beam/runners/prism/README.md</a> for the goals and features of Prism.</li> </ul> </li> <li>Hugging Face Model Handler for RunInference added to Python SDK. (<a href="https://redirect.github.com/apache/beam/pull/26632";>#26632</a>)</li> <li>Hugging Face Pipelines support for RunInference added to Python SDK. (<a href="https://redirect.github.com/apache/beam/pull/27399";>#27399</a>)</li> <li>Vertex AI Model Handler for RunInference now supports private endpoints (<a href="https://redirect.github.com/apache/beam/pull/27696";>#27696</a>)</li> <li>MLTransform transform added with support for common ML pre/postprocessing operations (<a href="https://redirect.github.com/apache/beam/pull/26795";>#26795</a>)</li> <li>Upgraded the Kryo extension for the Java SDK to Kryo 5.5.0. This brings in bug fixes, performance improvements, and serialization of Java 14 records. (<a href="https://redirect.github.com/apache/beam/issues/27635";>#27635</a>)</li> <li>All Beam released container images are now <a href="https://cloud.google.com/kubernetes-engine/docs/how-to/build-multi-arch-for-arm#what_is_a_multi-arch_image";>multi-arch images</a> that support both x86 and ARM CPU architectures. (<a href="https://redirect.github.com/apache/beam/issues/27674";>#27674</a>). The multi-arch container images include: <ul> <li>All versions of Go, Python, Java and Typescript SDK containers.</li> <li>All versions of Flink job server containers.</li> <li>Java and Python expansion service containers.</li> <li>Transform service controller container.</li> <li>Spark3 job server container.</li> </ul> </li> <li>Added support for batched writes to AWS SQS for improved throughput (Java, AWS 2).(<a href="https://redirect.github.com/apache/beam/issues/21429";>#21429</a>)</li> </ul> <h2>Breaking Changes</h2> <ul> <li>Python SDK: Legacy runner support removed from Dataflow, all pipelines must use runner v2.</li> <li>Python SDK: Dataflow Runner will no longer stage Beam SDK from PyPI in the <code>--staging_location</code> at pipeline submission. Custom container images that are not based on Beam's default image must include Apache Beam installation.(<a href="https://redirect.github.com/apache/beam/issues/26996";>#26996</a>)</li> </ul> <h2>Deprecations</h2> <ul> <li>The Go Direct Runner is now Deprecated. It remains available to reduce migration churn.</li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Changelog</summary> <p><em>Sourced from <a href="https://github.com/apache/beam/blob/master/CHANGES.md";>org.apache.beam:beam-runners-direct-java's changelog</a>.</em></p> <blockquote> <h1>[2.51.0] - Unreleased</h1> <h2>Highlights</h2> <ul> <li>New highly anticipated feature X added to Python SDK (<a href="https://github.com/apache/beam/issues/X";>#X</a>).</li> <li>New highly anticipated feature Y added to Java SDK (<a href="https://github.com/apache/beam/issues/Y";>#Y</a>).</li> </ul> <h2>I/Os</h2> <ul> <li>Support for X source added (Java/Python) (<a href="https://github.com/apache/beam/issues/X";>#X</a>).</li> </ul> <h2>New Features / Improvements</h2> <ul> <li>In Python, <a href="https://beam.apache.org/documentation/sdks/python-machine-learning/#why-use-the-runinference-api";>RunInference</a> now supports loading many models in the same transform using a <a href="https://beam.apache.org/documentation/sdks/python-machine-learning/#use-a-keyed-modelhandler";>KeyedModelHandler</a> (<a href="https://redirect.github.com/apache/beam/issues/27628";>#27628</a>).</li> <li>In Python, the <a href="https://beam.apache.org/releases/pydoc/current/apache_beam.ml.inference.vertex_ai_inference.html#apache_beam.ml.inference.vertex_ai_inference.VertexAIModelHandlerJSON";>VertexAIModelHandlerJSON</a> now supports passing in inference_args. These will be passed through to the Vertex endpoint as parameters.</li> <li>Added support to run <code>mypy</code> on user pipelines (<a href="https://redirect.github.com/apache/beam/issues/27906";>#27906</a>)</li> </ul> <h2>Breaking Changes</h2> <ul> <li>Removed fastjson library dependency for Beam SQL. Table property is changed to be based on jackson ObjectNode (Java) (<a href="https://redirect.github.com/apache/beam/issues/24154";>#24154</a>).</li> <li>Removed TensorFlow from Beam Python container images <a href="https://redirect.github.com/apache/beam/pull/28424";>PR</a>. If you have been negatively affected by this change, please comment on <a href="https://redirect.github.com/apache/beam/issues/20605";>#20605</a>.</li> <li>Removed the parameter <code>t reflect.Type</code> from <code>parquetio.Write</code>. The element type is derived from the input PCollection (Go) (<a href="https://redirect.github.com/apache/beam/issues/28490";>#28490</a>)</li> <li>Refactor BeamSqlSeekableTable.setUp adding a parameter joinSubsetType. <a href="https://redirect.github.com/apache/beam/issues/28283";>#28283</a></li> </ul> <h2>Deprecations</h2> <ul> <li>X behavior is deprecated and will be removed in X versions (<a href="https://github.com/apache/beam/issues/X";>#X</a>).</li> </ul> <h2>Bugfixes</h2> <ul> <li>Fixed exception chaining issue in GCS connector (Python) (<a href="https://redirect.github.com/apache/beam/issues/26769#issuecomment-1700422615";>#26769</a>).</li> <li>Fixed streaming inserts exception handling, GoogleAPICallErrors are now retried according to retry strategy and routed to failed rows where appropriate rather than causing a pipeline error (Python) (<a href="https://redirect.github.com/apache/beam/issues/21080";>#21080</a>).</li> <li>Fixed a bug in Python SDK's cross-language Bigtable sink that mishandled records that don't have an explicit timestamp set: <a href="https://redirect.github.com/apache/beam/issues/28632";>#28632</a>.</li> </ul> <h2>Security Fixes</h2> <ul> <li>Python containers updated, fixing <a href="https://nvd.nist.gov/vuln/detail/CVE-2021-30474";>CVE-2021-30474</a>, <a href="https://nvd.nist.gov/vuln/detail/CVE-2021-30475";>CVE-2021-30475</a>, <a href="https://nvd.nist.gov/vuln/detail/CVE-2021-30473";>CVE-2021-30473</a>, <a href="https://nvd.nist.gov/vuln/detail/CVE-2020-36133";>CVE-2020-36133</a>, <a href="https://nvd.nist.gov/vuln/detail/CVE-2020-36131";>CVE-2020-36131</a>, <a href="https://nvd.nist.gov/vuln/detail/CVE-2020-36130";>CVE-2020-36130</a>, and <a href="https://nvd.nist.gov/vuln/detail/CVE-2020-36135";>CVE-2020-36135</a></li> <li>Used go 1.21.1 to build, fixing <a href="https://security-tracker.debian.org/tracker/CVE-2023-39320";>CVE-2023-39320</a></li> </ul> <h2>Known Issues</h2> <ul> <li>(<a href="https://github.com/apache/beam/issues/X";>#X</a>).</li> </ul> <h1>[2.50.0] - 2023-08-30</h1> <h2>Highlights</h2> <ul> <li>Spark 3.2.2 is used as default version for Spark runner (<a href="https://redirect.github.com/apache/beam/issues/23804";>#23804</a>).</li> <li>The Go SDK has a new default local runner, called Prism (<a href="https://redirect.github.com/apache/beam/issues/24789";>#24789</a>).</li> <li>All Beam released container images are now <a href="https://cloud.google.com/kubernetes-engine/docs/how-to/build-multi-arch-for-arm#what_is_a_multi-arch_image";>multi-arch images</a> that support both x86 and ARM CPU architectures.</li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/apache/beam/commit/cd653e33b342bd09c76c2bbaca12597fec5b4a2c";><code>cd653e3</code></a> Set version for 2.51.0 RC1</li> <li><a href="https://github.com/apache/beam/commit/2420c904f66a8882eb454416f4029604c9160502";><code>2420c90</code></a> Cherry picking PR <a href="https://redirect.github.com/apache/beam/issues/28618";>#28618</a> into 2.51.0 (setting numShards for Python BigQuery x...</li> <li><a href="https://github.com/apache/beam/commit/70f4a1ae26d71fc89c3f5a99cae4e417cd1ee446";><code>70f4a1a</code></a> CP for <a href="https://redirect.github.com/apache/beam/issues/28624";>#28624</a> into release 2.51.0 (Bigtable Python timestamp bug fix) (<a href="https://redirect.github.com/apache/beam/issues/28634";>#28634</a>)</li> <li><a href="https://github.com/apache/beam/commit/34ff286c2b3bd6a3b2fdfd0ca7b683ca0dda547f";><code>34ff286</code></a> Merge pull request <a href="https://redirect.github.com/apache/beam/issues/28658";>#28658</a>: [release-2.51.0] Cherrypick <a href="https://redirect.github.com/apache/beam/issues/28571";>#28571</a> to release branch.</li> <li><a href="https://github.com/apache/beam/commit/94adacdcfb1a07cb21a843eabd1c09f56061cde8";><code>94adacd</code></a> Use a single marker for Vertex AI tests to not run them twice.</li> <li><a href="https://github.com/apache/beam/commit/22abcde2aa5688d4f61411949c851a4ac33b725f";><code>22abcde</code></a> Merge pull request <a href="https://redirect.github.com/apache/beam/issues/28628";>#28628</a>: [Cherry-pick <a href="https://redirect.github.com/apache/beam/issues/28625";>#28625</a> for 2.51.0] Update Python base...</li> <li><a href="https://github.com/apache/beam/commit/042ac5249b0a5dee2d621d168e8047a92b44690b";><code>042ac52</code></a> Update Python container image deps in preparation for 2.51.0</li> <li><a href="https://github.com/apache/beam/commit/6306b21b3c38c937f0c256a40bccaf46614a0602";><code>6306b21</code></a> Merge pull request <a href="https://redirect.github.com/apache/beam/issues/28594";>#28594</a>: [Release-2.51.0] Cherry pick <a href="https://redirect.github.com/apache/beam/issues/28588";>#28588</a>: Fix sync it f...</li> <li><a href="https://github.com/apache/beam/commit/693380f23d000ebf13462cda4bf9c36089e1ee9c";><code>693380f</code></a> Fix sync it (<a href="https://redirect.github.com/apache/beam/issues/28588";>#28588</a>)</li> <li><a href="https://github.com/apache/beam/commit/20e11a661c8b5a5b1e3cad45f5e092edb1be5689";><code>20e11a6</code></a> Set Dataflow container to release version.</li> <li>Additional commits viewable in <a href="https://github.com/apache/beam/compare/v2.46.0...v2.51.0";>compare view</a></li> </ul> </details> <br /> [](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. 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