New Managed Service for Apache Spark (formerly Dataproc on Compute Engine) subminor cluster image versions for 3.0 (Preview)

## Announcement Announcement New [**Managed Service for Apache Spark** (formerly Dataproc on Compute Engine) subminor cluster image versions](https://cloud.google.com/dataproc/docs/concepts/versioning/dataproc-version-clusters#supported-dataproc-image-versions) for 3.0 (Preview): * 3.0.0-RC2-debian13, 3.0.0-RC2-ml-ubuntu24, 3.0.0-RC2-rocky9, 3.0.0-RC2-ubuntu24 **Key updates in this release**: * The debian image for 3.0 is upgraded to **Debian 13**. * The default Java runtime is upgraded to **Java 21**. * Apache Hadoop upgraded to **3.5.0**. * Apache Spark upgraded to **4.1.1**. * Apache Hive upgraded to **4.2.0**. * Trino upgraded to **480**. * Apache Solr upgraded to **9.10.1**. * Apache Kafka upgraded to **3.9.2**. * Docker upgraded to **28.1**. * Apache Flink upgraded to **2.2.0**. * Scala upgraded to **2.13.17**. * Cloud Storage Connector upgraded to **3.1.13**. * Apache Zookeeper upgraded to **3.9.5**. * BigQuery Connector upgraded to **0.44.1-Preview**. * Zeppelin Notebook upgraded to **0.12.0**. * JupyterLab upgraded to **4.5.7**. * **[Pixi](https://pixi.prefix.dev)** is used as python package manager instead of conda.