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Content <strong class="release-note-product-title">Apigee X</strong> <h3>Feature</h3> <p>With this release, Apigee expanded its support for data residency to additional regions in the European Union. Data residency for Apigee meets compliance and regulatory requirements by allowing you to specify the geographic locations (regions) where Apigee data is stored. </p> <p>For more information, see <a href="https://cloud.google.com/apigee/docs/api-platform/get-started/drz-concepts">Introduction to data residency</a>.</p> <p>For a list of supported geographic locations, see <a href="https://cloud.google.com/apigee/docs/locations">Apigee locations</a>.</p> <strong class="release-note-product-title">Chronicle SOAR</strong> <h3>Announcement</h3> <p>Release 6.2.52 is now in General Availability.</p> <strong class="release-note-product-title">Dataproc</strong> <h3>Breaking</h3> <p><strong>Dataproc Serverless for Spark:</strong> <a href="https://cloud.google.com/dataproc-serverless/docs/concepts/versions/spark-runtime-versions#spark_runtime_version_22">runtime version 2.2</a> will become the default Dataproc Serverless for Spark runtime version on May 3, 2024. </p> <strong class="release-note-product-title">Deep Learning Containers</strong> <h3>Fixed</h3> <p><strong>M119 release</strong></p> <ul> <li>Fixed an issue wherein Dataproc extensions caused JupyterLab to crash when remote kernels weren&#39;t available.</li> </ul> <strong class="release-note-product-title">Deep Learning VM Images</strong> <h3>Fixed</h3> <p><strong>M119 release</strong></p> <ul> <li>Fixed an issue wherein Dataproc extensions caused JupyterLab to crash when remote kernels weren&#39;t available.</li> </ul> <strong class="release-note-product-title">Dialogflow</strong> <h3>Changed</h3> <p>Starting on April 17, 2024, the Dialogflow CX and Dialogflow ES traffic with audio will gradually route away from the classic <code>phone_call</code> speech model to the new conformer-based speech models for the following language tags: <code>en-au</code>, <code>en-gb</code>, <code>de</code>, <code>de-de</code>, <code>es</code>, <code>es-es</code>, <code>es-us</code>, <code>fr</code>, <code>fr-ca</code>, <code>fr-fr</code>, <code>it</code>, <code>it-it</code>, <code>ja</code>, <code>pt-br</code>. For more information, see <a href="https://cloud.google.com/dialogflow/es/docs/speech-model-migration-q2-2024">Dialogflow ES migration documentation</a> and <a href="https://cloud.google.com/dialogflow/cx/docs/concept/speech-model-migration-q2-2024">Dialogflow CX migration documentation</a>.</p> <h3>Feature</h3> <p>Dialogflow CX: You can now enable <a href="https://cloud.google.com/dialogflow/cx/docs/concept/agent#smart-endpointing">smart endpointing</a>.</p> <strong class="release-note-product-title">Retail API</strong> <h3>Feature</h3> <p><strong>Vertex AI Retail Search: Search analytics v2 improvements</strong></p> <ul> <li>Enhanced dashboard experience: Leverages Looker for a more interactive and informative analysis of your search and browse performance.</li> <li>Detailed metrics: Gain granular insights with per-search/per-browse metrics, along with metrics tied to search/browse visits.</li> <li>Full funnel reporting: Analyze page-views, add-to-cart events, purchases, and revenue to understand the entire customer conversion journey.</li> <li>Flexible analysis: Filter data by date ranges and device types to tailor your analysis.</li> </ul> <strong class="release-note-product-title">Spanner</strong> <h3>Libraries</h3> <p>A monthly digest of client library updates from across the <a href="https://cloud.google.com/sdk">Cloud SDK</a>.</p> <div class="ds-selector-tabs" data-ds-scope="code-sample"> <section><h3 track-name="go">Go</h3><h3 target="_blank" rel="noreferrer noopener" id="changes_for_spanneradmindatabaseapiv1" class="external">Changes for <a href="https://github.com/googleapis/google-cloud-go/tree/main/spanner/admin/database/apiv1">spanner/admin/database/apiv1</a></h3> <h4 id="1580_2024-03-06"><a href="https://github.com/googleapis/google-cloud-go/compare/spanner/v1.57.0...spanner/v1.58.0" target="_blank" rel="noreferrer noopener" class="external">1.58.0</a> (2024-03-06)</h4> <h5 id="features">Features</h5> <ul> <li><strong>spanner/admin/instance:</strong> Add instance partition support to spanner instance proto (<a href="https://github.com/googleapis/google-cloud-go/commit/ae1f5472bff1b476c3fd58e590ec135185446daf" target="_blank" rel="noreferrer noopener" class="external">ae1f547</a>)</li> <li><strong>spanner:</strong> Add field for multiplexed session in spanner.proto (<a href="https://github.com/googleapis/google-cloud-go/commit/a86aa8e962b77d152ee6cdd433ad94967150ef21" target="_blank" rel="noreferrer noopener" class="external">a86aa8e</a>)</li> <li><strong>spanner:</strong> SelectAll struct spanner tag annotation match should be case-insensitive (<a href="https://github.com/googleapis/google-cloud-go/issues/9460" target="_blank" rel="noreferrer noopener" class="external">#9460</a>) (<a href="https://github.com/googleapis/google-cloud-go/commit/6cd6a73be87a261729d3b6b45f3d28be93c3fdb3" target="_blank" rel="noreferrer noopener" class="external">6cd6a73</a>)</li> <li><strong>spanner:</strong> Update TransactionOptions to include new option exclude_txn_from_change_streams (<a href="https://github.com/googleapis/google-cloud-go/commit/0195fe9292274ff9d86c71079a8e96ed2e5f9331" target="_blank" rel="noreferrer noopener" class="external">0195fe9</a>)</li> </ul> <h4 id="1590_2024-03-13"><a href="https://github.com/googleapis/google-cloud-go/compare/spanner/v1.58.0...spanner/v1.59.0" target="_blank" rel="noreferrer noopener" class="external">1.59.0</a> (2024-03-13)</h4> <h5 id="features_2">Features</h5> <ul> <li><strong>spanner/spansql:</strong> Support Table rename &amp; Table synonym (<a href="https://github.com/googleapis/google-cloud-go/issues/9275" target="_blank" rel="noreferrer noopener" class="external">#9275</a>) (<a href="https://github.com/googleapis/google-cloud-go/commit/9b97ce75d36980fdaa06f15b0398b7b65e0d6082" target="_blank" rel="noreferrer noopener" class="external">9b97ce7</a>)</li> <li><strong>spanner:</strong> Add support of float32 type (<a href="https://github.com/googleapis/google-cloud-go/issues/9525" target="_blank" rel="noreferrer noopener" class="external">#9525</a>) (<a href="https://github.com/googleapis/google-cloud-go/commit/87d7ea97787a56b18506b53e9b26d037f92759ca" target="_blank" rel="noreferrer noopener" class="external">87d7ea9</a>)</li> </ul> <h5 id="bug_fixes">Bug Fixes</h5> <ul> <li><strong>spanner:</strong> Add JSON_PARSE_ARRAY to funcNames slice (<a href="https://github.com/googleapis/google-cloud-go/issues/9557" target="_blank" rel="noreferrer noopener" class="external">#9557</a>) (<a href="https://github.com/googleapis/google-cloud-go/commit/f79959722352ead48bfb3efb3001fddd3a56db65" target="_blank" rel="noreferrer noopener" class="external">f799597</a>)</li> </ul> <h4 id="1600_2024-03-19"><a href="https://github.com/googleapis/google-cloud-go/compare/spanner/v1.59.0...spanner/v1.60.0" target="_blank" rel="noreferrer noopener" class="external">1.60.0</a> (2024-03-19)</h4> <h5 id="features_3">Features</h5> <ul> <li><strong>spanner:</strong> Allow attempt direct path xds via env var (<a href="https://github.com/googleapis/google-cloud-go/commit/e4b663cdcb6e010c5a8ac791e5624407aaa191b3" target="_blank" rel="noreferrer noopener" class="external">e4b663c</a>)</li> </ul></section> <section><h3 track-name="java">Java</h3><h3 target="_blank" rel="noreferrer noopener" id="changes_for_google-cloud-spanner" class="external">Changes for <a href="https://github.com/googleapis/java-spanner">google-cloud-spanner</a></h3> <h4 id="6610_2024-03-04"><a href="https://github.com/googleapis/java-spanner/compare/v6.60.1...v6.61.0" target="_blank" rel="noreferrer noopener" class="external">6.61.0</a> (2024-03-04)</h4> <h5 id="features_4">Features</h5> <ul> <li>Support float32 type (<a href="https://github.com/googleapis/java-spanner/issues/2894" target="_blank" rel="noreferrer noopener" class="external">#2894</a>) (<a href="https://github.com/googleapis/java-spanner/commit/19b79764294e938ad85d02b7c0662db6ec3afeda" target="_blank" rel="noreferrer noopener" class="external">19b7976</a>)</li> </ul> <h5 id="bug_fixes_2">Bug Fixes</h5> <ul> <li>Flaky test issue due to AbortedException. (<a href="https://github.com/googleapis/java-spanner/issues/2925" target="_blank" rel="noreferrer noopener" class="external">#2925</a>) (<a href="https://github.com/googleapis/java-spanner/commit/cd34c1d3ae9a5a36f4d5516dcf7c3667a9cf015a" target="_blank" rel="noreferrer noopener" class="external">cd34c1d</a>)</li> </ul> <h5 id="dependencies">Dependencies</h5> <ul> <li>Update dependency com.google.cloud:sdk-platform-java-config to v3.27.0 (<a href="https://github.com/googleapis/java-spanner/issues/2935" target="_blank" rel="noreferrer noopener" class="external">#2935</a>) (<a href="https://github.com/googleapis/java-spanner/commit/f8f835a9da705605c492e232a58276c39d1d7e6c" target="_blank" rel="noreferrer noopener" class="external">f8f835a</a>)</li> <li>Update dependency org.json:json to v20240303 (<a href="https://github.com/googleapis/java-spanner/issues/2936" target="_blank" rel="noreferrer noopener" class="external">#2936</a>) (<a href="https://github.com/googleapis/java-spanner/commit/1d7044e97d16f5296b7de020cd24b11cbe2a7df0" target="_blank" rel="noreferrer noopener" class="external">1d7044e</a>)</li> </ul> <h5 id="documentation">Documentation</h5> <ul> <li>Samples and tests for backup Admin APIs and overall spanner Admin APIs. (<a href="https://github.com/googleapis/java-spanner/issues/2882" target="_blank" rel="noreferrer noopener" class="external">#2882</a>) (<a href="https://github.com/googleapis/java-spanner/commit/de1363645e03f46deed5be41f90ddfed72766751" target="_blank" rel="noreferrer noopener" class="external">de13636</a>)</li> <li>Update all public documents to use auto-generated admin clients. (<a href="https://github.com/googleapis/java-spanner/issues/2928" target="_blank" rel="noreferrer noopener" class="external">#2928</a>) (<a href="https://github.com/googleapis/java-spanner/commit/ccb110ad6835557870933c95cfd76580fd317a16" target="_blank" rel="noreferrer noopener" class="external">ccb110a</a>)</li> </ul> <h4 id="6620_2024-03-19"><a href="https://github.com/googleapis/java-spanner/compare/v6.61.0...v6.62.0" target="_blank" rel="noreferrer noopener" class="external">6.62.0</a> (2024-03-19)</h4> <h5 id="features_5">Features</h5> <ul> <li>Allow attempt direct path xds via env var (<a href="https://github.com/googleapis/java-spanner/issues/2950" target="_blank" rel="noreferrer noopener" class="external">#2950</a>) (<a href="https://github.com/googleapis/java-spanner/commit/247a15f2b8b858143bc906e0619f95a017ffe5c3" target="_blank" rel="noreferrer noopener" class="external">247a15f</a>)</li> <li>Next release from main branch is 6.56.0 (<a href="https://github.com/googleapis/java-spanner/issues/2929" target="_blank" rel="noreferrer noopener" class="external">#2929</a>) (<a href="https://github.com/googleapis/java-spanner/commit/66374b1c4ed88e01ff60fb8e1b7409e5dbbcb811" target="_blank" rel="noreferrer noopener" class="external">66374b1</a>)</li> </ul> <h5 id="bug_fixes_3">Bug Fixes</h5> <ul> <li>Return type of max commit delay option. (<a href="https://github.com/googleapis/java-spanner/issues/2953" target="_blank" rel="noreferrer noopener" class="external">#2953</a>) (<a href="https://github.com/googleapis/java-spanner/commit/6e937ab16d130e72d633979c1a76bf7b3edbe7b6" target="_blank" rel="noreferrer noopener" class="external">6e937ab</a>)</li> </ul> <h5 id="performance_improvements">Performance Improvements</h5> <ul> <li>Keep comments when searching for params (<a href="https://github.com/googleapis/java-spanner/issues/2951" target="_blank" rel="noreferrer noopener" class="external">#2951</a>) (<a href="https://github.com/googleapis/java-spanner/commit/b782725b92a2662c42ad35647b23009ad95a99a5" target="_blank" rel="noreferrer noopener" class="external">b782725</a>)</li> </ul> <h5 id="dependencies_2">Dependencies</h5> <ul> <li>Update dependency com.google.cloud:google-cloud-monitoring to v3.38.0 (<a href="https://github.com/googleapis/java-spanner/issues/2942" target="_blank" rel="noreferrer noopener" class="external">#2942</a>) (<a href="https://github.com/googleapis/java-spanner/commit/ba665bd483ba70f09770d92028355ad499003fed" target="_blank" rel="noreferrer noopener" class="external">ba665bd</a>)</li> <li>Update dependency com.google.cloud:google-cloud-trace to v2.37.0 (<a href="https://github.com/googleapis/java-spanner/issues/2944" target="_blank" rel="noreferrer noopener" class="external">#2944</a>) (<a href="https://github.com/googleapis/java-spanner/commit/b5e608ef001473ab5575f1619804b351053c57f2" target="_blank" rel="noreferrer noopener" class="external">b5e608e</a>)</li> <li>Update dependency com.google.cloud:sdk-platform-java-config to v3.28.1 (<a href="https://github.com/googleapis/java-spanner/issues/2952" target="_blank" rel="noreferrer noopener" class="external">#2952</a>) (<a href="https://github.com/googleapis/java-spanner/commit/1e45237dd235484a6a279f71ae7e126727382f9c" target="_blank" rel="noreferrer noopener" class="external">1e45237</a>)</li> <li>Update opentelemetry.version to v1.36.0 (<a href="https://github.com/googleapis/java-spanner/issues/2945" target="_blank" rel="noreferrer noopener" class="external">#2945</a>) (<a href="https://github.com/googleapis/java-spanner/commit/e70b0357543d38b6e9265e04444cec494ebd6885" target="_blank" rel="noreferrer noopener" class="external">e70b035</a>)</li> </ul> <h5 id="documentation_2">Documentation</h5> <ul> <li><strong>samples:</strong> Add tag to statement timeout sample (<a href="https://github.com/googleapis/java-spanner/issues/2931" target="_blank" rel="noreferrer noopener" class="external">#2931</a>) (<a href="https://github.com/googleapis/java-spanner/commit/2392afed0d25266294e0ce11c6ae32d7307e6830" target="_blank" rel="noreferrer noopener" class="external">2392afe</a>)</li> </ul></section> <section><h3 track-name="node.js">Node.js</h3><h3 target="_blank" rel="noreferrer noopener" id="changes_for_google-cloudspanner" class="external">Changes for <a href="https://github.com/googleapis/nodejs-spanner">@google-cloud/spanner</a></h3> <h4 id="750_2024-03-04"><a href="https://github.com/googleapis/nodejs-spanner/compare/v7.4.0...v7.5.0" target="_blank" rel="noreferrer noopener" class="external">7.5.0</a> (2024-03-04)</h4> <h5 id="features_6">Features</h5> <ul> <li><strong>spanner:</strong> Add emulator support for the admin client autogenerated API samples (<a href="https://github.com/googleapis/nodejs-spanner/issues/1994" target="_blank" rel="noreferrer noopener" class="external">#1994</a>) (<a href="https://github.com/googleapis/nodejs-spanner/commit/e2fe5b748c3077078fa43e4bfa427fef603656a9" target="_blank" rel="noreferrer noopener" class="external">e2fe5b7</a>)</li> </ul> <h5 id="bug_fixes_4">Bug Fixes</h5> <ul> <li>Revert untyped param type feature (<a href="https://github.com/googleapis/nodejs-spanner/issues/2012" target="_blank" rel="noreferrer noopener" class="external">#2012</a>) (<a href="https://github.com/googleapis/nodejs-spanner/commit/49fa60dd0735fe66db33f7b9137dba0821eb5184" target="_blank" rel="noreferrer noopener" class="external">49fa60d</a>)</li> </ul></section> <section><h3 track-name="python">Python</h3><h3 target="_blank" rel="noreferrer noopener" id="changes_for_google-cloud-spanner_2" class="external">Changes for <a href="https://github.com/googleapis/python-spanner">google-cloud-spanner</a></h3> <h4 id="3430_2024-03-06"><a href="https://github.com/googleapis/python-spanner/compare/v3.42.0...v3.43.0" target="_blank" rel="noreferrer noopener" class="external">3.43.0</a> (2024-03-06)</h4> <h5 id="features_7">Features</h5> <ul> <li>Add retry and timeout for batch dml (<a href="https://github.com/googleapis/python-spanner/issues/1107" target="_blank" rel="noreferrer noopener" class="external">#1107</a>) (<a href="https://github.com/googleapis/python-spanner/commit/4f6340b0930bb1b5430209c4a1ff196c42b834d0" target="_blank" rel="noreferrer noopener" class="external">4f6340b</a>)</li> <li>Add support for max commit delay (<a href="https://github.com/googleapis/python-spanner/issues/1050" target="_blank" rel="noreferrer noopener" class="external">#1050</a>) (<a href="https://github.com/googleapis/python-spanner/commit/d5acc263d86fcbde7d5f972930255119e2f60e76" target="_blank" rel="noreferrer noopener" class="external">d5acc26</a>)</li> <li>Exposing Spanner client in dbapi connection (<a href="https://github.com/googleapis/python-spanner/issues/1100" target="_blank" rel="noreferrer noopener" class="external">#1100</a>) (<a href="https://github.com/googleapis/python-spanner/commit/9299212fb8aa6ed27ca40367e8d5aaeeba80c675" target="_blank" rel="noreferrer noopener" class="external">9299212</a>)</li> <li>Include RENAME in DDL regex (<a href="https://github.com/googleapis/python-spanner/issues/1075" target="_blank" rel="noreferrer noopener" class="external">#1075</a>) (<a href="https://github.com/googleapis/python-spanner/commit/3669303fb50b4207975b380f356227aceaa1189a" target="_blank" rel="noreferrer noopener" class="external">3669303</a>)</li> <li>Support partitioned dml in dbapi (<a href="https://github.com/googleapis/python-spanner/issues/1103" target="_blank" rel="noreferrer noopener" class="external">#1103</a>) (<a href="https://github.com/googleapis/python-spanner/commit/3aab0ed5ed3cd078835812dae183a333fe1d3a20" target="_blank" rel="noreferrer noopener" class="external">3aab0ed</a>)</li> <li>Untyped param (<a href="https://github.com/googleapis/python-spanner/issues/1001" target="_blank" rel="noreferrer noopener" class="external">#1001</a>) (<a href="https://github.com/googleapis/python-spanner/commit/1750328bbc7f8a1125f8e0c38024ced8e195a1b9" target="_blank" rel="noreferrer noopener" class="external">1750328</a>)</li> </ul> <h5 id="documentation_3">Documentation</h5> <ul> <li>Samples and tests for admin backup APIs (<a href="https://github.com/googleapis/python-spanner/issues/1105" target="_blank" rel="noreferrer noopener" class="external">#1105</a>) (<a href="https://github.com/googleapis/python-spanner/commit/5410c32febbef48d4623d8023a6eb9f07a65c2f5" target="_blank" rel="noreferrer noopener" class="external">5410c32</a>)</li> <li>Samples and tests for admin database APIs (<a href="https://github.com/googleapis/python-spanner/issues/1099" target="_blank" rel="noreferrer noopener" class="external">#1099</a>) (<a href="https://github.com/googleapis/python-spanner/commit/c25376c8513af293c9db752ffc1970dbfca1c5b8" target="_blank" rel="noreferrer noopener" class="external">c25376c</a>)</li> <li>Update all public documents to use auto-generated admin clients. (<a href="https://github.com/googleapis/python-spanner/issues/1109" target="_blank" rel="noreferrer noopener" class="external">#1109</a>) (<a href="https://github.com/googleapis/python-spanner/commit/d683a14ccc574e49cefd4e2b2f8b6d9bfd3663ec" target="_blank" rel="noreferrer noopener" class="external">d683a14</a>)</li> <li>Use autogenerated methods to get names from admin samples (<a href="https://github.com/googleapis/python-spanner/issues/1110" target="_blank" rel="noreferrer noopener" class="external">#1110</a>) (<a href="https://github.com/googleapis/python-spanner/commit/3ab74b267b651b430e96712be22088e2859d7e79" target="_blank" rel="noreferrer noopener" class="external">3ab74b2</a>)</li> </ul> <h4 id="3440_2024-03-13"><a href="https://github.com/googleapis/python-spanner/compare/v3.43.0...v3.44.0" target="_blank" rel="noreferrer noopener" class="external">3.44.0</a> (2024-03-13)</h4> <h5 id="features_8">Features</h5> <ul> <li>Add support of float32 type (<a href="https://github.com/googleapis/python-spanner/issues/1113" target="_blank" rel="noreferrer noopener" class="external">#1113</a>) (<a href="https://github.com/googleapis/python-spanner/commit/7e0b46aba7c48f7f944c0fca0cb394551b8d60c1" target="_blank" rel="noreferrer noopener" class="external">7e0b46a</a>)</li> <li>Changes for float32 in dbapi (<a href="https://github.com/googleapis/python-spanner/issues/1115" target="_blank" rel="noreferrer noopener" class="external">#1115</a>) (<a href="https://github.com/googleapis/python-spanner/commit/c9f4fbf2a42054ed61916fb544c5aca947a50598" target="_blank" rel="noreferrer noopener" class="external">c9f4fbf</a>)</li> </ul> <h5 id="bug_fixes_5">Bug Fixes</h5> <ul> <li>Correcting name of variable from <code>table_schema</code> to <code>schema_name</code> (<a href="https://github.com/googleapis/python-spanner/issues/1114" target="_blank" rel="noreferrer noopener" class="external">#1114</a>) (<a href="https://github.com/googleapis/python-spanner/commit/a92c6d347f2ae84779ec8662280ea894d558a887" target="_blank" rel="noreferrer noopener" class="external">a92c6d3</a>)</li> </ul> <h5 id="documentation_4">Documentation</h5> <ul> <li>Add sample for managed autoscaler (<a href="https://github.com/googleapis/python-spanner/issues/1111" target="_blank" rel="noreferrer noopener" class="external">#1111</a>) (<a href="https://github.com/googleapis/python-spanner/commit/e73c6718b23bf78a8f264419b2ba378f95fa2554" target="_blank" rel="noreferrer noopener" class="external">e73c671</a>)</li> </ul></section> </div> <strong class="release-note-product-title">Vertex AI Workbench</strong> <h3>Fixed</h3> <p><strong>M119 release</strong></p> <p>The M119 release of Vertex AI Workbench user-managed notebooks includes the following:</p> <ul> <li>Fixed an issue wherein Dataproc extensions caused JupyterLab to crash when remote kernels weren&#39;t available.</li> </ul>

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Hidden blurb --- !ruby/object:Feedjira::Parser::AtomEntry entry_id: tag:google.com,2016:gcp-release-notes#March_29_2024 content: "<strong class=\"release-note-product-title\">Apigee X</strong>\n<h3>Feature</h3>\n<p>With this release, Apigee expanded its support for data residency to additional regions in the European Union. Data residency for Apigee meets compliance and regulatory requirements by allowing you to specify the geographic locations (regions) where Apigee data is stored. </p>\n\n<p>For more information, see <a href=\"https://cloud.google.com/apigee/docs/api-platform/get-started/drz-concepts\">Introduction to data residency</a>.</p>\n\n<p>For a list of supported geographic locations, see <a href=\"https://cloud.google.com/apigee/docs/locations\">Apigee locations</a>.</p>\n<strong class=\"release-note-product-title\">Chronicle SOAR</strong>\n<h3>Announcement</h3>\n<p>Release 6.2.52 is now in General Availability.</p>\n<strong class=\"release-note-product-title\">Dataproc</strong>\n<h3>Breaking</h3>\n<p><strong>Dataproc Serverless for Spark:</strong> <a href=\"https://cloud.google.com/dataproc-serverless/docs/concepts/versions/spark-runtime-versions#spark_runtime_version_22\">runtime version 2.2</a> will become the default Dataproc Serverless for Spark runtime version on May 3, 2024. </p>\n<strong class=\"release-note-product-title\">Deep Learning Containers</strong>\n<h3>Fixed</h3>\n<p><strong>M119 release</strong></p>\n\n<ul>\n<li>Fixed an issue wherein Dataproc extensions caused JupyterLab to crash when remote kernels weren&#39;t available.</li>\n</ul>\n<strong class=\"release-note-product-title\">Deep Learning VM Images</strong>\n<h3>Fixed</h3>\n<p><strong>M119 release</strong></p>\n\n<ul>\n<li>Fixed an issue wherein Dataproc extensions caused JupyterLab to crash when remote kernels weren&#39;t available.</li>\n</ul>\n<strong class=\"release-note-product-title\">Dialogflow</strong>\n<h3>Changed</h3>\n<p>Starting on April 17, 2024, the Dialogflow CX and Dialogflow ES traffic with audio will gradually route away from the classic <code>phone_call</code> speech model to the new conformer-based speech models for the following language tags: <code>en-au</code>, <code>en-gb</code>, <code>de</code>, <code>de-de</code>, <code>es</code>, <code>es-es</code>, <code>es-us</code>, <code>fr</code>, <code>fr-ca</code>, <code>fr-fr</code>, <code>it</code>, <code>it-it</code>, <code>ja</code>, <code>pt-br</code>. For more information, see <a href=\"https://cloud.google.com/dialogflow/es/docs/speech-model-migration-q2-2024\">Dialogflow ES migration documentation</a> and <a href=\"https://cloud.google.com/dialogflow/cx/docs/concept/speech-model-migration-q2-2024\">Dialogflow CX migration documentation</a>.</p>\n<h3>Feature</h3>\n<p>Dialogflow CX: You can now enable <a href=\"https://cloud.google.com/dialogflow/cx/docs/concept/agent#smart-endpointing\">smart endpointing</a>.</p>\n<strong class=\"release-note-product-title\">Retail API</strong>\n<h3>Feature</h3>\n<p><strong>Vertex AI Retail Search: Search analytics v2 improvements</strong></p>\n\n<ul>\n<li>Enhanced dashboard experience: Leverages Looker for a more interactive and informative analysis of your search and browse performance.</li>\n<li>Detailed metrics: Gain granular insights with per-search/per-browse metrics, along with metrics tied to search/browse visits.</li>\n<li>Full funnel reporting: Analyze page-views, add-to-cart events, purchases, and revenue to understand the entire customer conversion journey.</li>\n<li>Flexible analysis: Filter data by date ranges and device types to tailor your analysis.</li>\n</ul>\n<strong class=\"release-note-product-title\">Spanner</strong>\n<h3>Libraries</h3>\n<p>A monthly digest of client library updates from across the <a href=\"https://cloud.google.com/sdk\">Cloud SDK</a>.</p>\n<div class=\"ds-selector-tabs\" data-ds-scope=\"code-sample\">\n<section><h3 track-name=\"go\">Go</h3><h3 target=\"_blank\" rel=\"noreferrer noopener\" id=\"changes_for_spanneradmindatabaseapiv1\" class=\"external\">Changes for <a href=\"https://github.com/googleapis/google-cloud-go/tree/main/spanner/admin/database/apiv1\">spanner/admin/database/apiv1</a></h3>\n\n<h4 id=\"1580_2024-03-06\"><a href=\"https://github.com/googleapis/google-cloud-go/compare/spanner/v1.57.0...spanner/v1.58.0\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">1.58.0</a> (2024-03-06)</h4>\n\n<h5 id=\"features\">Features</h5>\n\n<ul>\n<li><strong>spanner/admin/instance:</strong> Add instance partition support to spanner instance proto (<a href=\"https://github.com/googleapis/google-cloud-go/commit/ae1f5472bff1b476c3fd58e590ec135185446daf\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">ae1f547</a>)</li>\n<li><strong>spanner:</strong> Add field for multiplexed session in spanner.proto (<a href=\"https://github.com/googleapis/google-cloud-go/commit/a86aa8e962b77d152ee6cdd433ad94967150ef21\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">a86aa8e</a>)</li>\n<li><strong>spanner:</strong> SelectAll struct spanner tag annotation match should be case-insensitive (<a href=\"https://github.com/googleapis/google-cloud-go/issues/9460\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#9460</a>) (<a href=\"https://github.com/googleapis/google-cloud-go/commit/6cd6a73be87a261729d3b6b45f3d28be93c3fdb3\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">6cd6a73</a>)</li>\n<li><strong>spanner:</strong> Update TransactionOptions to include new option exclude_txn_from_change_streams (<a href=\"https://github.com/googleapis/google-cloud-go/commit/0195fe9292274ff9d86c71079a8e96ed2e5f9331\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">0195fe9</a>)</li>\n</ul>\n\n<h4 id=\"1590_2024-03-13\"><a href=\"https://github.com/googleapis/google-cloud-go/compare/spanner/v1.58.0...spanner/v1.59.0\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">1.59.0</a> (2024-03-13)</h4>\n\n<h5 id=\"features_2\">Features</h5>\n\n<ul>\n<li><strong>spanner/spansql:</strong> Support Table rename &amp; Table synonym (<a href=\"https://github.com/googleapis/google-cloud-go/issues/9275\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#9275</a>) (<a href=\"https://github.com/googleapis/google-cloud-go/commit/9b97ce75d36980fdaa06f15b0398b7b65e0d6082\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">9b97ce7</a>)</li>\n<li><strong>spanner:</strong> Add support of float32 type (<a href=\"https://github.com/googleapis/google-cloud-go/issues/9525\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#9525</a>) (<a href=\"https://github.com/googleapis/google-cloud-go/commit/87d7ea97787a56b18506b53e9b26d037f92759ca\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">87d7ea9</a>)</li>\n</ul>\n\n<h5 id=\"bug_fixes\">Bug Fixes</h5>\n\n<ul>\n<li><strong>spanner:</strong> Add JSON_PARSE_ARRAY to funcNames slice (<a href=\"https://github.com/googleapis/google-cloud-go/issues/9557\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#9557</a>) (<a href=\"https://github.com/googleapis/google-cloud-go/commit/f79959722352ead48bfb3efb3001fddd3a56db65\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">f799597</a>)</li>\n</ul>\n\n<h4 id=\"1600_2024-03-19\"><a href=\"https://github.com/googleapis/google-cloud-go/compare/spanner/v1.59.0...spanner/v1.60.0\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">1.60.0</a> (2024-03-19)</h4>\n\n<h5 id=\"features_3\">Features</h5>\n\n<ul>\n<li><strong>spanner:</strong> Allow attempt direct path xds via env var (<a href=\"https://github.com/googleapis/google-cloud-go/commit/e4b663cdcb6e010c5a8ac791e5624407aaa191b3\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">e4b663c</a>)</li>\n</ul></section>\n<section><h3 track-name=\"java\">Java</h3><h3 target=\"_blank\" rel=\"noreferrer noopener\" id=\"changes_for_google-cloud-spanner\" class=\"external\">Changes for <a href=\"https://github.com/googleapis/java-spanner\">google-cloud-spanner</a></h3>\n\n<h4 id=\"6610_2024-03-04\"><a href=\"https://github.com/googleapis/java-spanner/compare/v6.60.1...v6.61.0\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">6.61.0</a> (2024-03-04)</h4>\n\n<h5 id=\"features_4\">Features</h5>\n\n<ul>\n<li>Support float32 type (<a href=\"https://github.com/googleapis/java-spanner/issues/2894\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2894</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/19b79764294e938ad85d02b7c0662db6ec3afeda\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">19b7976</a>)</li>\n</ul>\n\n<h5 id=\"bug_fixes_2\">Bug Fixes</h5>\n\n<ul>\n<li>Flaky test issue due to AbortedException. (<a href=\"https://github.com/googleapis/java-spanner/issues/2925\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2925</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/cd34c1d3ae9a5a36f4d5516dcf7c3667a9cf015a\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">cd34c1d</a>)</li>\n</ul>\n\n<h5 id=\"dependencies\">Dependencies</h5>\n\n<ul>\n<li>Update dependency com.google.cloud:sdk-platform-java-config to v3.27.0 (<a href=\"https://github.com/googleapis/java-spanner/issues/2935\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2935</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/f8f835a9da705605c492e232a58276c39d1d7e6c\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">f8f835a</a>)</li>\n<li>Update dependency org.json:json to v20240303 (<a href=\"https://github.com/googleapis/java-spanner/issues/2936\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2936</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/1d7044e97d16f5296b7de020cd24b11cbe2a7df0\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">1d7044e</a>)</li>\n</ul>\n\n<h5 id=\"documentation\">Documentation</h5>\n\n<ul>\n<li>Samples and tests for backup Admin APIs and overall spanner Admin APIs. (<a href=\"https://github.com/googleapis/java-spanner/issues/2882\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2882</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/de1363645e03f46deed5be41f90ddfed72766751\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">de13636</a>)</li>\n<li>Update all public documents to use auto-generated admin clients. (<a href=\"https://github.com/googleapis/java-spanner/issues/2928\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2928</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/ccb110ad6835557870933c95cfd76580fd317a16\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">ccb110a</a>)</li>\n</ul>\n\n<h4 id=\"6620_2024-03-19\"><a href=\"https://github.com/googleapis/java-spanner/compare/v6.61.0...v6.62.0\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">6.62.0</a> (2024-03-19)</h4>\n\n<h5 id=\"features_5\">Features</h5>\n\n<ul>\n<li>Allow attempt direct path xds via env var (<a href=\"https://github.com/googleapis/java-spanner/issues/2950\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2950</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/247a15f2b8b858143bc906e0619f95a017ffe5c3\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">247a15f</a>)</li>\n<li>Next release from main branch is 6.56.0 (<a href=\"https://github.com/googleapis/java-spanner/issues/2929\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2929</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/66374b1c4ed88e01ff60fb8e1b7409e5dbbcb811\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">66374b1</a>)</li>\n</ul>\n\n<h5 id=\"bug_fixes_3\">Bug Fixes</h5>\n\n<ul>\n<li>Return type of max commit delay option. (<a href=\"https://github.com/googleapis/java-spanner/issues/2953\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2953</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/6e937ab16d130e72d633979c1a76bf7b3edbe7b6\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">6e937ab</a>)</li>\n</ul>\n\n<h5 id=\"performance_improvements\">Performance Improvements</h5>\n\n<ul>\n<li>Keep comments when searching for params (<a href=\"https://github.com/googleapis/java-spanner/issues/2951\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2951</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/b782725b92a2662c42ad35647b23009ad95a99a5\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">b782725</a>)</li>\n</ul>\n\n<h5 id=\"dependencies_2\">Dependencies</h5>\n\n<ul>\n<li>Update dependency com.google.cloud:google-cloud-monitoring to v3.38.0 (<a href=\"https://github.com/googleapis/java-spanner/issues/2942\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2942</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/ba665bd483ba70f09770d92028355ad499003fed\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">ba665bd</a>)</li>\n<li>Update dependency com.google.cloud:google-cloud-trace to v2.37.0 (<a href=\"https://github.com/googleapis/java-spanner/issues/2944\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2944</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/b5e608ef001473ab5575f1619804b351053c57f2\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">b5e608e</a>)</li>\n<li>Update dependency com.google.cloud:sdk-platform-java-config to v3.28.1 (<a href=\"https://github.com/googleapis/java-spanner/issues/2952\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2952</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/1e45237dd235484a6a279f71ae7e126727382f9c\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">1e45237</a>)</li>\n<li>Update opentelemetry.version to v1.36.0 (<a href=\"https://github.com/googleapis/java-spanner/issues/2945\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2945</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/e70b0357543d38b6e9265e04444cec494ebd6885\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">e70b035</a>)</li>\n</ul>\n\n<h5 id=\"documentation_2\">Documentation</h5>\n\n<ul>\n<li><strong>samples:</strong> Add tag to statement timeout sample (<a href=\"https://github.com/googleapis/java-spanner/issues/2931\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2931</a>) (<a href=\"https://github.com/googleapis/java-spanner/commit/2392afed0d25266294e0ce11c6ae32d7307e6830\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">2392afe</a>)</li>\n</ul></section>\n<section><h3 track-name=\"node.js\">Node.js</h3><h3 target=\"_blank\" rel=\"noreferrer noopener\" id=\"changes_for_google-cloudspanner\" class=\"external\">Changes for <a href=\"https://github.com/googleapis/nodejs-spanner\">@google-cloud/spanner</a></h3>\n\n<h4 id=\"750_2024-03-04\"><a href=\"https://github.com/googleapis/nodejs-spanner/compare/v7.4.0...v7.5.0\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">7.5.0</a> (2024-03-04)</h4>\n\n<h5 id=\"features_6\">Features</h5>\n\n<ul>\n<li><strong>spanner:</strong> Add emulator support for the admin client autogenerated API samples (<a href=\"https://github.com/googleapis/nodejs-spanner/issues/1994\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1994</a>) (<a href=\"https://github.com/googleapis/nodejs-spanner/commit/e2fe5b748c3077078fa43e4bfa427fef603656a9\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">e2fe5b7</a>)</li>\n</ul>\n\n<h5 id=\"bug_fixes_4\">Bug Fixes</h5>\n\n<ul>\n<li>Revert untyped param type feature (<a href=\"https://github.com/googleapis/nodejs-spanner/issues/2012\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#2012</a>) (<a href=\"https://github.com/googleapis/nodejs-spanner/commit/49fa60dd0735fe66db33f7b9137dba0821eb5184\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">49fa60d</a>)</li>\n</ul></section>\n<section><h3 track-name=\"python\">Python</h3><h3 target=\"_blank\" rel=\"noreferrer noopener\" id=\"changes_for_google-cloud-spanner_2\" class=\"external\">Changes for <a href=\"https://github.com/googleapis/python-spanner\">google-cloud-spanner</a></h3>\n\n<h4 id=\"3430_2024-03-06\"><a href=\"https://github.com/googleapis/python-spanner/compare/v3.42.0...v3.43.0\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">3.43.0</a> (2024-03-06)</h4>\n\n<h5 id=\"features_7\">Features</h5>\n\n<ul>\n<li>Add retry and timeout for batch dml (<a href=\"https://github.com/googleapis/python-spanner/issues/1107\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1107</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/4f6340b0930bb1b5430209c4a1ff196c42b834d0\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">4f6340b</a>)</li>\n<li>Add support for max commit delay (<a href=\"https://github.com/googleapis/python-spanner/issues/1050\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1050</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/d5acc263d86fcbde7d5f972930255119e2f60e76\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">d5acc26</a>)</li>\n<li>Exposing Spanner client in dbapi connection (<a href=\"https://github.com/googleapis/python-spanner/issues/1100\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1100</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/9299212fb8aa6ed27ca40367e8d5aaeeba80c675\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">9299212</a>)</li>\n<li>Include RENAME in DDL regex (<a href=\"https://github.com/googleapis/python-spanner/issues/1075\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1075</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/3669303fb50b4207975b380f356227aceaa1189a\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">3669303</a>)</li>\n<li>Support partitioned dml in dbapi (<a href=\"https://github.com/googleapis/python-spanner/issues/1103\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1103</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/3aab0ed5ed3cd078835812dae183a333fe1d3a20\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">3aab0ed</a>)</li>\n<li>Untyped param (<a href=\"https://github.com/googleapis/python-spanner/issues/1001\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1001</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/1750328bbc7f8a1125f8e0c38024ced8e195a1b9\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">1750328</a>)</li>\n</ul>\n\n<h5 id=\"documentation_3\">Documentation</h5>\n\n<ul>\n<li>Samples and tests for admin backup APIs (<a href=\"https://github.com/googleapis/python-spanner/issues/1105\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1105</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/5410c32febbef48d4623d8023a6eb9f07a65c2f5\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">5410c32</a>)</li>\n<li>Samples and tests for admin database APIs (<a href=\"https://github.com/googleapis/python-spanner/issues/1099\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1099</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/c25376c8513af293c9db752ffc1970dbfca1c5b8\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">c25376c</a>)</li>\n<li>Update all public documents to use auto-generated admin clients. (<a href=\"https://github.com/googleapis/python-spanner/issues/1109\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1109</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/d683a14ccc574e49cefd4e2b2f8b6d9bfd3663ec\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">d683a14</a>)</li>\n<li>Use autogenerated methods to get names from admin samples (<a href=\"https://github.com/googleapis/python-spanner/issues/1110\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1110</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/3ab74b267b651b430e96712be22088e2859d7e79\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">3ab74b2</a>)</li>\n</ul>\n\n<h4 id=\"3440_2024-03-13\"><a href=\"https://github.com/googleapis/python-spanner/compare/v3.43.0...v3.44.0\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">3.44.0</a> (2024-03-13)</h4>\n\n<h5 id=\"features_8\">Features</h5>\n\n<ul>\n<li>Add support of float32 type (<a href=\"https://github.com/googleapis/python-spanner/issues/1113\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1113</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/7e0b46aba7c48f7f944c0fca0cb394551b8d60c1\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">7e0b46a</a>)</li>\n<li>Changes for float32 in dbapi (<a href=\"https://github.com/googleapis/python-spanner/issues/1115\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1115</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/c9f4fbf2a42054ed61916fb544c5aca947a50598\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">c9f4fbf</a>)</li>\n</ul>\n\n<h5 id=\"bug_fixes_5\">Bug Fixes</h5>\n\n<ul>\n<li>Correcting name of variable from <code>table_schema</code> to <code>schema_name</code> (<a href=\"https://github.com/googleapis/python-spanner/issues/1114\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1114</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/a92c6d347f2ae84779ec8662280ea894d558a887\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">a92c6d3</a>)</li>\n</ul>\n\n<h5 id=\"documentation_4\">Documentation</h5>\n\n<ul>\n<li>Add sample for managed autoscaler (<a href=\"https://github.com/googleapis/python-spanner/issues/1111\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">#1111</a>) (<a href=\"https://github.com/googleapis/python-spanner/commit/e73c6718b23bf78a8f264419b2ba378f95fa2554\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\">e73c671</a>)</li>\n</ul></section>\n</div>\n<strong class=\"release-note-product-title\">Vertex AI Workbench</strong>\n<h3>Fixed</h3>\n<p><strong>M119 release</strong></p>\n\n<p>The M119 release of Vertex AI Workbench user-managed notebooks includes the following:</p>\n\n<ul>\n<li>Fixed an issue wherein Dataproc extensions caused JupyterLab to crash when remote kernels weren&#39;t available.</li>\n</ul>\n\n \ " title_type: published: &1 2024-03-29 07:00:00.000000000 Z updated: *1 links: - https://cloud.google.com/release-notes#March_29_2024 title: March 29, 2024 carlessian_info: news_filer_version: 2 newspaper: GCP latest releases macro_region: Technology rss_fields: - entry_id - content - title_type - published - updated - links - title categories: [] url: https://cloud.google.com/release-notes#March_29_2024

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