Dataproc Serverless for Spark runtime versions

Supported Dataproc Serverless for Spark runtime versions

Version Last Updated Released On Supported Until Available Until Notes
Spark runtime 2.2 LTS 2024/10/31 2024/03/27 2026/09/30 2028/09/30 General Availability release. This is the default version.
Spark runtime 1.2 LTS 2024/10/31 2024/03/27 2026/09/30 2028/09/30 General Availability release.
Spark runtime 1.1 LTS 2024/10/31 2023/01/27 2025/07/31 2027/07/31 General Availability release.

How to choose a Dataproc Serverless for Spark runtime version

The current default Dataproc Serverless runtime version is listed in Supported Dataproc Serverless for Spark runtime versions. You can use the Google Cloud console, gcloud CLI, and the Dataproc API to choose a different runtime version when you submit a batch workload.

Console

  1. Open the Dataproc Create batch page in the Google Cloud console.
  2. Under Container, in the Runtime version section, select one of the listed Dataproc Serverless runtime versions.

gcloud

Use the dataproc batches submit --version flag to specify a Dataproc Serverless runtime version.

Example:

gcloud dataproc batches submit SPARK_WORKLOAD_TYPE \
    --region=REGION \
    --version=VERSION \
    other args ...

Replace the following:

API

Use the RuntimeConfig.version field as part of a batches.create API call to specify a Dataproc Serverless runtime version.

Unsupported Dataproc Serverless for Spark runtime versions

The following Dataproc Serverless versions are unsupported.

Version Includes Released On Last Updated Available Until Notes
Spark runtime 2.1 Apache Spark 3.4.0
Cloud Storage connector 2.2.20
BigQuery connector 0.28.1
Java 17
Conda 23.3
Python 3.11
R 4.2
Scala 2.13
2022/01/19 2024/5/30 2026/04/30 Unsupported as of 2024/05/30. 2.1.50 was the final released version.
Spark runtime 2.0 Apache Spark 3.3.4
Cloud Storage connector 2.2.20
Java 17
Conda 22.9
Python 3.10
R 4.1
Scala 2.13
2022/10/21 2024/08/22 2026/08/31 Unsupported as of 2024/08/22. 2.0.84 was the final released version.
Spark runtime 1.0 Apache Spark 3.2.3
Cloud Storage connector 2.2.11
Conda 4.11
Java 11
Python 3.9
R 4.1
Scala 2.12.17
2022/01/19 2023/2/03 2025/01/31 Unsupported as of 2023/02/03. 1.0.29 was the final released version.