SDK version support status

This page lists the Dataflow support status for the Apache Beam SDK and Dataflow SDK releases:

Apache Beam 2.x SDKs
Cloud Dataflow 2.x SDKs

Apache Beam SDK support-level definitions

The following are the Dataflow support levels for the Apache Beam SDK:

Supported - Apache Beam SDK versions are supported by Dataflow from their release date until their deprecation date.
Deprecated - When an SDK version is deprecated, it continues to work with Dataflow but might be decommissioned in the future. Before an SDK version is decommissioned, customers are notified and given time to upgrade their environments. Requests for jobs submitted from deprecated SDK versions result in a warning message. It is recommended that you update environments that use a deprecated version of an SDK to a supported version, but deprecated SDK versions continue to work with Dataflow.
Decommissioned - Decommissioned SDK versions no longer work with Dataflow. Requests for jobs submitted from decommissioned SDK versions result in an error. To use the SDK with Dataflow, you must update your environment to an SDK version that is not decommissioned. It is recommended that you update the SDK to a supported version. SDK versions are rarely decommissioned. Before an SDK version is decommissioned, customers are notified and given time to upgrade their environments. Currently, only SDK versions earlier than 2.0.0-beta3 are decommissioned.

Note that the above definitions do not apply to SDKs or features that have never been supported.

Apache Beam 2.x SDKs

Apache Beam is an open source, community-led project. Google and Google Cloud are part of the Apache Beam community, but we do not own the project or control the release process. We might open bugs or submit patches to the Apache Beam codebase on behalf of Dataflow customers, but we cannot create hotfixes or official releases of Apache Beam on demand. See the Apache Beam policies page for more details about release policies.

Dataflow supports specific Apache Beam SDK components for the SDK releases listed below. These components have been tested thoroughly with Dataflow. Experimental features are not supported.

See the Apache Beam release notes for change information.

Note: Development SDK versions (marked as -SNAPSHOT for Java and .dev for Python and Go) are unsupported.

The following tables contain the support status for the Apache Beam 2.x SDKs, including the Apache Beam Python SDK, Apache Beam Java SDK, and the Apache Beam Go SDK:

Java

SDK version	Status	Supported components	Details
2.46.0	Supported	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka org.apache.beam:beam-sdks-java-io-jdbc org.apache.beam:beam-sdks-java-extensions-sql	This version will be deprecated on March 10, 2024.
2.45.0	Supported	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka org.apache.beam:beam-sdks-java-io-jdbc org.apache.beam:beam-sdks-java-extensions-sql	This version will be deprecated on February 15, 2024.
2.44.0	Supported	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka org.apache.beam:beam-sdks-java-io-jdbc org.apache.beam:beam-sdks-java-extensions-sql	This version will be deprecated on January 13, 2024.
2.43.0	Supported	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka org.apache.beam:beam-sdks-java-io-jdbc org.apache.beam:beam-sdks-java-extensions-sql	This version will be deprecated on November 17, 2023.
2.42.0	Supported	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka org.apache.beam:beam-sdks-java-io-jdbc org.apache.beam:beam-sdks-java-extensions-sql	This version will be deprecated on October 17, 2023.
2.41.0	Supported	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka org.apache.beam:beam-sdks-java-io-jdbc org.apache.beam:beam-sdks-java-extensions-sql	This version will be deprecated on August 23, 2023.
2.40.0	Supported	Warning: If your pipeline writes to BigQuery, do NOT use 2.40.0. Under certain circumstances, if the sink is idle, an invalid timestamp can be emitted, throwing an exception and preventing the job from being drained. org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka org.apache.beam:beam-sdks-java-io-jdbc org.apache.beam:beam-sdks-java-extensions-sql	This version will be deprecated on June 27, 2023.
2.39.0	Supported	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka org.apache.beam:beam-sdks-java-io-jdbc org.apache.beam:beam-sdks-java-extensions-sql	This version will be deprecated on May 25, 2023.
2.38.0	Supported	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka org.apache.beam:beam-sdks-java-io-jdbc org.apache.beam:beam-sdks-java-extensions-sql	This version will be deprecated on April 20, 2023.
2.37.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka org.apache.beam:beam-sdks-java-io-jdbc org.apache.beam:beam-sdks-java-extensions-sql	Deprecated on March 4, 2023.
2.36.0	Deprecated	Warning: If your pipeline reads from a Cloud Spanner database, do NOT use 2.34.0 – 2.36.0. Immediately upgrade to 2.37.0 or later. org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka org.apache.beam:beam-sdks-java-io-jdbc org.apache.beam:beam-sdks-java-extensions-sql	Deprecated on February 7, 2023.
2.35.0	Deprecated	Warning: If your pipeline reads from a Cloud Spanner database, do NOT use 2.34.0 – 2.36.0. Immediately upgrade to 2.37.0 or later. org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka org.apache.beam:beam-sdks-java-io-jdbc org.apache.beam:beam-sdks-java-extensions-sql	Deprecated on December 29, 2022.
2.34.0	Deprecated	Warning: If your pipeline reads from a Cloud Spanner database, do NOT use 2.34.0 – 2.36.0. Immediately upgrade to 2.37.0 or later. org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka org.apache.beam:beam-sdks-java-extensions-sql	Deprecated on November 11, 2022.
2.33.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on October 7, 2022.
2.32.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on August 25, 2022.
2.31.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on July 8, 2022.
2.30.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on June 10, 2022.
2.29.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on April 29, 2022. Known issue: If you use Runner V2, by default Dataflow will use a Java 8 SDK container regardless of user Java version. To work around for Java 11, you can override the default SDK image by providing pipeline option `--worker_harness_container_image=gcr.io/cloud-dataflow/v1beta3/beam_java11_sdk:2.29.0` See Apache Beam issue tracker for more information.
2.28.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on February 22, 2022.
2.27.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on January 7, 2022. This release adds support for JDK 11.
2.26.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on December 11, 2021.
2.25.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on October 23, 2021.
2.24.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on September 18, 2021. Known issue: If you use timers that reset, rather than timers that are set and only fired once, you should not upgrade to 2.24.0. When a timer fires but is reset prior to being executed, a watermark hold can be leaked, causing your pipeline job to be stuck. See the Apache Beam issue tracker for more information.
2.23.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on July 29, 2021.
2.22.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java Google Cloud I/O connectors under module org.apache.beam:beam-runners-google-cloud-dataflow-java: bigquery, bigtable, datastore, healthcare, pubsub, spanner org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on June 8, 2021.
2.21.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on May 27, 2021.
2.20.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on April 15, 2021.
2.19.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on February 4, 2021.
2.18.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on January 23, 2021.
2.17.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on January 6, 2021.
2.16.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on October 7, 2020.
2.15.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on August 23, 2020. Known issues: Dataflow users who use schema features (including SQL transforms) should not upgrade to 2.15.0 due to a known issue. See the Apache Beam issue tracker for more information.
2.14.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on August 1, 2020.
2.13.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on June 6, 2020. This release adds experimental support for JDK 9 or above. See the Apache Beam issue tracker for more information.
2.12.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated on April 25, 2020. Known issues: The Dataflow runner has an incorrect logging configuration that might cause all logs to be missing. To work around this issue, add `slf4j-jdk14` to your runtime dependencies.
2.11.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated as of March 1, 2020. Known issues: The Dataflow runner has an incorrect logging configuration that might cause all logs to be missing. To work around this issue, add `slf4j-jdk14` to your runtime dependencies.
2.10.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated as of February 11, 2020. Known issues: SDK 2.10.0 depends on gcsio client library version 1.9.13, which has known issues: Reading side inputs can result in sending a large number of requests to Cloud Storage. As a result, Dataflow jobs can fail with HTTP 429 errors from Cloud Storage. Apache Beam ParquetIO fails when reading files from Cloud Storage. To work around these issues, either upgrade to SDK 2.11.0, or override the gcsio client library version to 1.9.16 or later. The Dataflow runner has an incorrect logging configuration that might cause all logs to be missing. To work around this issue, add `slf4j-jdk14` to your runtime dependencies.
2.9.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated as of December 13, 2019. Known issues: Users enabling the Streaming Engine (Beta) experiment should not upgrade to SDK 2.9.0 due to a known issue. If you choose to use SDK 2.9.0, you must also set the `enable_conscrypt_security_provider` experimental flag to enable Conscrypt, which has known stability issues. In a specific case, users of Apache Beam Java SDKs 2.9.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.8.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated as of October 25, 2019. Known issues: Pipelines might become stuck due to an issue with the Conscrypt library. If you see errors in Stackdriver logging with stack traces that include Conscrypt related calls, you might be affected by this issue. To resolve the issue, upgrade to SDK 2.9.0 or higher. In a specific case, users of Apache Beam Java SDKs 2.9.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.7.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated as of October 3, 2019. Known issues: Pipelines might become stuck due to an issue with the Conscrypt library. If you see errors in Stackdriver logging with stack traces that include Conscrypt related calls, you might be affected by this issue. To resolve the issue, upgrade to SDK 2.9.0 or higher. In a specific case, users of Apache Beam Java SDKs 2.9.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.6.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated as of August 8, 2019. Known issues: Pipelines might become stuck due to an issue with the Conscrypt library. If you see errors in Stackdriver logging with stack traces that include Conscrypt related calls, you might be affected by this issue. To resolve the issue, upgrade to SDK 2.9.0 or higher. In a specific case, users of Apache Beam Java SDKs 2.9.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.5.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management org.apache.beam:beam-sdks-java-io-kafka	Deprecated as of June 6, 2019. Known issues: Pipelines might become stuck due to an issue with the Conscrypt library. If you see errors in Stackdriver logging with stack traces that include Conscrypt related calls, you might be affected by this issue. To resolve the issue, upgrade to SDK 2.9.0 or higher. In a specific case, users of Apache Beam Java SDKs 2.9.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.4.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management	Deprecated as of March 20, 2019. This version will be decommissioned by August 12, 2020 due to the discontinuation of support for JSON-RPC and Global HTTP Batch Endpoints. Known issue: In a specific case, users of Apache Beam Java SDKs 2.9.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.3.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management	Deprecated as of January 30, 2019. This version will be decommissioned by August 12, 2020 due to the discontinuation of support for JSON-RPC and Global HTTP Batch Endpoints. Known issue: In a specific case, users of Apache Beam Java SDKs 2.9.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.2.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management	Deprecated as of December 2, 2018. This version will be decommissioned by August 12, 2020 due to the discontinuation of support for JSON-RPC and Global HTTP Batch Endpoints. Known issue: In a specific case, users of Apache Beam Java SDKs 2.9.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.1.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management	Deprecated as of August 23, 2018. This version will be decommissioned by August 12, 2020 due to the discontinuation of support for JSON-RPC and Global HTTP Batch Endpoints. Known issue: In a specific case, users of Apache Beam Java SDKs 2.9.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.0.0	Deprecated	org.apache.beam:beam-sdks-java-core org.apache.beam:beam-sdks-java-io-google-cloud-platform org.apache.beam:beam-sdks-java-extensions-google-cloud-platform-core org.apache.beam:beam-sdks-java-extensions-protobuf org.apache.beam:beam-runners-direct-java org.apache.beam:beam-runners-google-cloud-dataflow-java org.apache.beam:beam-model-pipeline org.apache.beam:beam-runners-core-construction-java org.apache.beam:beam-model-job-management	Deprecated as of May 17, 2018. This version will be decommissioned by August 12, 2020 due to the discontinuation of support for JSON-RPC and Global HTTP Batch Endpoints. Known issue: In a specific case, users of Apache Beam Java SDKs 2.9.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.

Python

SDK version	Status	Supported components	Details
2.46.0	Supported	Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, ml.inference (excluding PytorchModelHandlerKeyedTensor and SklearnModelHandlerPandas), options, portability, runners.dataflow, runners.direct, transforms, typehints, sql File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub The connectors under apache_beam.io.jdbc: ReadFromJdbc, WriteToJdbc.	This version will be deprecated on March 10, 2024.
2.45.0	Supported	Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, ml.inference (excluding PytorchModelHandlerKeyedTensor and SklearnModelHandlerPandas), options, portability, runners.dataflow, runners.direct, transforms, typehints, sql File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub The connectors under apache_beam.io.jdbc: ReadFromJdbc, WriteToJdbc.	This version will be deprecated on February 15, 2024.
2.44.0	Supported	Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, ml.inference (excluding PytorchModelHandlerKeyedTensor and SklearnModelHandlerPandas), options, portability, runners.dataflow, runners.direct, transforms, typehints, sql File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub The connectors under apache_beam.io.jdbc: ReadFromJdbc, WriteToJdbc.	This version will be deprecated on January 13, 2024.
2.43.0	Supported	Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, ml.inference (excluding PytorchModelHandlerKeyedTensor and SklearnModelHandlerPandas), options, portability, runners.dataflow, runners.direct, transforms, typehints, sql File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub The connectors under apache_beam.io.jdbc: ReadFromJdbc, WriteToJdbc.	This version will be deprecated on November 17, 2023.
2.42.0	Supported	Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, ml.inference (excluding PytorchModelHandlerKeyedTensor and SklearnModelHandlerPandas), options, portability, runners.dataflow, runners.direct, transforms, typehints, sql File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub The connectors under apache_beam.io.jdbc: ReadFromJdbc, WriteToJdbc.	This version will be deprecated on October 17, 2023.
2.41.0	Supported	Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, ml.inference (excluding PytorchModelHandlerKeyedTensor and SklearnModelHandlerPandas), options, portability, runners.dataflow, runners.direct, transforms, typehints, sql File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub The connectors under apache_beam.io.jdbc: ReadFromJdbc, WriteToJdbc.	This version will be deprecated on August 23, 2023.
2.40.0	Supported	Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, ml.inference (excluding PytorchModelHandlerKeyedTensor and SklearnModelHandlerPandas), options, portability, runners.dataflow, runners.direct, transforms, typehints, sql File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub The connectors under apache_beam.io.jdbc: ReadFromJdbc, WriteToJdbc.	This version will be deprecated on June 27, 2023.
2.39.0	Supported	Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints, sql File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub The connectors under apache_beam.io.jdbc: ReadFromJdbc, WriteToJdbc.	This version will be deprecated on May 25, 2023.
2.38.0	Supported	Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints, sql File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub The connectors under apache_beam.io.jdbc: ReadFromJdbc, WriteToJdbc.	This version will be deprecated on April 20, 2023.
2.37.0	Deprecated	Warning: If your pipeline reads from Cloud Storage, do NOT use 2.32.0 – 2.37.0. Immediately upgrade to 2.38.0 or later. Warning: If your pipeline reads from Datastore, do NOT use 2.34.0 – 2.37.0. Immediately upgrade to 2.38.0 or later. Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints, sql File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub The connectors under apache_beam.io.jdbc: ReadFromJdbc, WriteToJdbc.	Deprecated on March 4, 2023. Known issues: When you use `WriteToBigQuery` with the `ignore_unknown_columns` parameter set to `true`, the parameter value is ignored. This issue is fixed in version 2.38.0. See BEAM-14039 for details.
2.36.0	Deprecated	Warning: If your pipeline reads from Cloud Storage, do NOT use 2.32.0 – 2.37.0. Immediately upgrade to 2.38.0 or later. Warning: If your pipeline reads from Datastore, do NOT use 2.34.0 – 2.37.0. Immediately upgrade to 2.38.0 or later. Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints, sql File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub The connectors under apache_beam.io.jdbc: ReadFromJdbc, WriteToJdbc.	Deprecated on February 7, 2023. Known issues: When you use `WriteToBigQuery` with the `ignore_unknown_columns` parameter set to `true`, the parameter value is ignored. This issue is fixed in version 2.38.0. See BEAM-14039 for details.
2.35.0	Supported	Warning: If your pipeline reads from Cloud Storage, do NOT use 2.32.0 – 2.37.0. Immediately upgrade to 2.38.0 or later. Warning: If your pipeline reads from Datastore, do NOT use 2.34.0 – 2.37.0. Immediately upgrade to 2.38.0 or later. Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints, sql File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub The connectors under apache_beam.io.jdbc: ReadFromJdbc, WriteToJdbc.	This version will be deprecated on December 29, 2022.
2.34.0	Deprecated	Warning: If your pipeline reads from Cloud Storage, do NOT use 2.32.0 – 2.37.0. Immediately upgrade to 2.38.0 or later. Warning: If your pipeline reads from Datastore, do NOT use 2.34.0 – 2.37.0. Immediately upgrade to 2.38.0 or later. Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints, sql File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub	Deprecated on November 11, 2022.
2.33.0	Deprecated	Warning: If your pipeline reads from Cloud Storage, do NOT use 2.32.0 – 2.37.0. Immediately upgrade to 2.38.0 or later. Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub	Deprecated on October 7, 2022.
2.32.0	Deprecated	Warning: If your pipeline reads from Cloud Storage, do NOT use 2.32.0 – 2.37.0. Immediately upgrade to 2.38.0 or later. Core Python SDK library under module apache_beam: sub-modules coders, dataframe, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub	Deprecated on August 25, 2022.
2.31.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, dataframe (preview), metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem, filesystems, fileio Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub	Deprecated on July 8, 2022.
2.30.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, dataframe (preview), metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub	Deprecated on June 10, 2022.
2.29.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, dataframe (preview), metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub	Deprecated on April 29, 2022.
2.28.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, dataframe (preview), metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub	Deprecated on February 22, 2022.
2.27.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, dataframe (preview), metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub	Deprecated on January 7, 2022.
2.26.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, dataframe (preview), metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub	Deprecated on December 11, 2021.
2.25.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub	Deprecated on October 23, 2021.
2.24.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub	Deprecated on September 18, 2021. Also, this is the last Apache Beam SDK version to support Python 2 and Python 3.5. Dataflow no longer supports pipelines using Python 2. Read more information on the Python 2 support on Google Cloud page.
2.23.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub	Deprecated on July 29, 2021. Dataflow no longer supports pipelines using Python 2. Read more information on the Python 2 support on Google Cloud page.
2.22.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp: bigquery, datastore, pubsub	Deprecated on June 8, 2021. Dataflow no longer supports pipelines using Python 2. Read more information on the Python 2 support on Google Cloud page.
2.21.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp	Deprecated on May 27, 2021. Dataflow no longer supports pipelines using Python 2. Read more information on the Python 2 support on Google Cloud page.
2.20.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp	Deprecated on April 15, 2021. Dataflow no longer supports pipelines using Python 2. Read more information on the Python 2 support on Google Cloud page.
2.19.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp	Deprecated on February 4, 2021. Dataflow no longer supports pipelines using Python 2. Read more information on the Python 2 support on Google Cloud page.
2.18.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp	Deprecated on January 23, 2021. Dataflow no longer supports pipelines using Python 2. Read more information on the Python 2 support on Google Cloud page.
2.17.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp	Deprecated on January 6, 2021. Dataflow no longer supports pipelines using Python 2. Read more information on the Python 2 support on Google Cloud page.
2.16.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp	Deprecated on October 7, 2020.
2.15.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp	Deprecated on August 23, 2020.
2.14.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp	Deprecated on August 1, 2020. Known issues: The MongoDB source added in this release has a known issue that can result in data loss. See BEAM-7866 for details.
2.13.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp	Deprecated as of June 6, 2020.
2.12.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp	Deprecated as of April 25, 2020.
2.11.0	Deprecated	Core Python SDK library under module apache_beam: sub-modules coders, metrics, options, portability, runners.dataflow, runners.direct, transforms, typehints File-based sources and sinks and related modules under module apache_beam.io: textio, avroio, parquetio, tfrecordio, gcsfilesystem, localfilesystem Google Cloud I/O connectors under module apache_beam.io.gcp	Deprecated as of March 1, 2020.
2.10.0	Deprecated		Deprecated as of February 11, 2020.
2.9.0	Deprecated		Deprecated as of December 13, 2019.
2.8.0	Deprecated		Deprecated as of October 25, 2019.
2.7.0	Deprecated		Deprecated as of October 3, 2019.
2.6.0	Deprecated		Deprecated as of August 8, 2019.
2.5.0	Deprecated		Deprecated as of June 6, 2019.
2.4.0	Deprecated		Deprecated as of March 20, 2019.
2.3.0	Deprecated		Deprecated as of January 30, 2019.
2.2.0	Deprecated		Deprecated as of December 2, 2018.
2.1.1 2.1.0	Deprecated		Deprecated as of August 23, 2018.
2.0.0	Deprecated		Deprecated as of May 17, 2018.

Go

SDK version	Status	Supported components	Details
2.46.0	Supported	Packages under the following directories: - Core Beam Go SDK package - beam/transforms - beam/io/textio - beam/io/pubsubio - beam/io/xlang	This version will be deprecated on March 10, 2024.
2.45.0	Supported	Packages under the following directories: - Core Beam Go SDK package - beam/transforms - beam/io/textio - beam/io/pubsubio - beam/io/xlang	This version will be deprecated on February 15, 2024.
2.44.0	Supported	Packages under the following directories: - Core Beam Go SDK package - beam/transforms - beam/io/textio - beam/io/pubsubio - beam/io/xlang	This version will be deprecated on January 13, 2024.
2.43.0	Supported	Packages under the following directories: - Core Beam Go SDK package - beam/transforms - beam/io/textio - beam/io/pubsubio - beam/io/xlang	This version will be deprecated on November 17, 2023.
2.42.0	Supported	Packages under the following directories: - Core Beam Go SDK package - beam/transforms - beam/io/textio - beam/io/pubsubio - beam/io/xlang	This version will be deprecated on October 17, 2023.
2.41.0	Supported	Packages under the following directories: - Core Beam Go SDK package - beam/transforms - beam/io/textio - beam/io/pubsubio - beam/io/xlang	This version will be deprecated on August 23, 2023.
2.40.0	Supported	Packages under the following directories: - Core Beam Go SDK package - beam/transforms - beam/io/textio - beam/io/pubsubio - beam/io/xlang	This version will be deprecated on June 27, 2023.
2.39.0	Supported	Packages under the following directories: - Core Beam Go SDK package - beam/transforms - beam/io/textio - beam/io/xlang	This version will be deprecated on May 25, 2023.
2.38.0	Supported	Packages under the following directories: - Core Beam Go SDK package - beam/transforms - beam/io/textio - beam/io/pubsubio - beam/io/xlang	This version will be deprecated on April 20, 2023.
2.37.0	Deprecated	Packages under the following directories: - Core Beam Go SDK package - beam/transforms - beam/io/textio - beam/io/xlang	Deprecated on March 4, 2023.

Dataflow 2.x SDKs

Note: Development SDK versions (marked as -SNAPSHOT for Java and .dev for Python) are unsupported.

The following tables contains the support status for the Dataflow 2.x SDKs, including the Dataflow Java SDK and the Dataflow Python SDK:

Java

See the Dataflow SDK 2.x for Java release notes for change information.

SDK version	Status	Details
2.5.0	Deprecated	Deprecated as of June 6, 2019. Known issue: In a specific case, users of Dataflow Java SDKs 2.5.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.4.0	Deprecated	Deprecated as of March 20, 2019. This version will be decommissioned by August 12, 2020 due to the discontinuation of support for JSON-RPC and Global HTTP Batch Endpoints. Known issue: In a specific case, users of Dataflow Java SDKs 2.5.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.3.0	Deprecated	Deprecated as of January 30, 2019. This version will be decommissioned by August 12, 2020 due to the discontinuation of support for JSON-RPC and Global HTTP Batch Endpoints. Known issue: In a specific case, users of Dataflow Java SDKs 2.5.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.2.0	Deprecated	Deprecated as of December 2, 2018. This version will be decommissioned by August 12, 2020 due to the discontinuation of support for JSON-RPC and Global HTTP Batch Endpoints. Known issue: In a specific case, users of Dataflow Java SDKs 2.5.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.1.0	Deprecated	Deprecated as of August 23, 2018. This version will be decommissioned by August 12, 2020 due to the discontinuation of support for JSON-RPC and Global HTTP Batch Endpoints. Known issue: In a specific case, users of Dataflow Java SDKs 2.5.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.0.0	Deprecated	Deprecated as of May 17, 2018. This version will be decommissioned by August 12, 2020 due to the discontinuation of support for JSON-RPC and Global HTTP Batch Endpoints. Known issue: In a specific case, users of Dataflow Java SDKs 2.5.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.
2.0.0-beta3 2.0.0-beta2 2.0.0-beta1	Decommissioned	Decommissioned as of February 28, 2018. Known issue: In a specific case, users of Dataflow Java SDKs 2.5.0 and earlier might experience data duplication when reading files from Cloud Storage. Duplication might occur when all of the following conditions are true: You are reading files with the content-encoding set to gzip, and the files are dynamically decompressive transcoded by Cloud Storage. The file size (decompressed) is larger than 2.14 GB. The input stream runs into an error (and is recreated) after 2.14 GB is read. As a workaround, do not set the content-encoding header, and store compressed files in Cloud Storage with the proper extension (for example, gz for gzip). For existing files, you can update the content-encoding header and file name with the gsutil tool.

Python

See the Dataflow SDK 2.x for Python release notes for change information.

SDK version	Status	Details
2.5.0	Deprecated	Deprecated as of June 6, 2019.
2.4.0	Deprecated	Deprecated as of March 20, 2019.
2.3.0	Deprecated	Deprecated as of January 30, 2019.
2.2.0	Deprecated	Deprecated as of December 2, 2018.
2.1.1	Deprecated	Deprecated as of August 23, 2018. Fixes a compatibility issue with the Python `six` package. See the release notes for more information.
2.1.0	Deprecated	Deprecated as of August 23, 2018. This release has a compatibility issue with the Python `six` 1.11.0 package. See the Release Notes for more information.
2.0.0	Deprecated	Deprecated as of May 17, 2018. This release has a compatibility issue with the Python `six` 1.11.0 package. See the Release Notes for more information.
0.6.0 0.5.5 0.5.1 0.4.4 0.4.3 0.4.2 0.4.1 0.4.0	Decommissioned	Decommissioned as of January 29, 2018.
0.2.7 and earlier versions	Decommissioned	Decommissioned as of March 23, 2017.