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What's New

Release 1.1 - Self-Service ML Model Deployment

January 31, 2023

models

This release solves one of the biggest pain points of deploying an ML modelβ€”waiting for an engineer to spin up a new dedicated service (e.g. Kubernetes) for the model. Now anyone can deploy a new serverless model themselves within Sumatra, so there's no back-and-forth between teams. Users can view and manage models directly in the Sumatra UI so you can easily track all of your models and model versions.

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Release 1.0 - We're out of beta! πŸŽ‰

January 3, 2023

Admin-mockup

We're kicking off the new year with a bang β€” Sumatra is officially out of beta! v1.0 marks Sumatra's enterprise-readiness with powerful user management features, including role-based access control (RBAC) and SAML SSO configuration, all accessible through the UI.

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Release 0.11 - Improved UI Workflows for Tables and Materializations

November 17, 2022

2-tables

This release introduces a new page to view and manage Tables, and the ability to kick off a Materialization job directly from the UI.

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Release 0.10 - Tables

September 29, 2022

This release introduces Tables, a convenient way to publish batch features to Sumatra and join them to your event streams.

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Release 0.9 - Operational Visibility

July 29, 2022

To provide better visibility to the operational performance of the platform, this release adds dashboards and new console views for end users and administrators.

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Release 0.8 - Distributed Replay

April 27, 2022

To scale historical replay to huge data volumes, this release adds a method to create timelines from the full event log and a brand new, high-throughput implementation of offline materialization.

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Release 0.7 - Scaling with Approximation

February 9, 2022

To scale aggregates to huge data volumes while tolerating "hot keys", this release introduces a library of approximate aggregates, including EWMA and HyperLogLog.

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Release 0.6 - CI/CD and Collaboration

January 11, 2022

This release introduces the Sumatra CLI and adds multiple-file support to the Scowl Editor to allow teams to follow best practices like managing SCOWL in Git, and publishing via CI/CD.

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Release 0.5 - Complex Data Types

November 15, 2021

In this release, SCOWL gains support for the collection types expected in a full-featured programming language: maps, structs, and arrays. With this enhancement, users can more flexibily handle arbitrary JSON input data and manipulate complex data structures.

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