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Atomic deployments, centralized configuration, and advanced branching for task graphs (Preview)

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With this preview release, you can manage task graph settings centrally, update pipelines without suspending them, and control when tasks run based on upstream outcomes.

StreamingData integration

Read on docs.snowflake.com

Also shipped Oct 23, 2026Snowflake in October 2026 →

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Ingress policies (Preview)

We are introducing ingress policies in preview. An ingress policy admits or blocks a request by combining several conditions in one policy. This preview includes the following capabilities:

Preview
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Pipeline Builder (Preview)

Pipeline Builder is now available in public preview. Pipeline Builder is a visual designer in Workspaces for orchestrating Snowflake Notebooks, Python files, ML Jobs, and SQL as task graphs. Each pipeline is a DCM project, so you can plan every change before you deploy it and keep the pipeline in Git.

Preview
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Declarative Feature Store (General availability)

The Declarative Feature Store workflow is now generally available. Define your feature store resources (entities, data sources, feature views, and feature groups) as version-controlled YAML or Python specs, then preview and deploy them with the snow feature CLI using a plan-and-apply workflow.

GA
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