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Dataflow: security advisories, deprecations and releases
Managed Apache Beam stream and batch processing on Google Cloud.
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Releases 4
- MEDIUM Google Cloud Blog · 9 Oct 2026
Dataflow pause-on-failure generally available
Batch pipelines can be paused before failure, preserving state so operators can fix external issues and resume without data loss or reprocessing.
- HIGH Google Cloud Blog · 9 Oct 2026
Dataflow adds Pause/Resume and Blackwell GPU support
Streaming and batch pipelines can now be paused and resumed; NVIDIA RTX PRO 6000 Blackwell GPUs are supported for large-scale AI workloads.
- INFO Google Cloud Blog · 3 Oct 2026
Dataflow pipeline updates now support stop-and-replace
Generally available feature adds parallel pipeline updates and drain timeouts to reduce migration disruption.
- INFO Google Cloud Blog · 3 Oct 2026
Import Delta Lake tables with Dataflow Job Builder
Dataflow Job Builder now supports no-code import of Delta Lake tables stored in Cloud Storage.
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