What's New
Release 1.1 - Self-Service ML Model Deployment
January 31, 2023
This release solves one of the biggest pain points of deploying an ML model—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.
Release 1.0 - We're out of beta! 🎉
January 3, 2023
We're kicking off the new year with a bang — 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.
Release 0.11 - Improved UI Workflows for Tables and Materializations
November 17, 2022
This release introduces a new page to view and manage Tables, and the ability to kick off a Materialization job directly from the UI.
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.
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.
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.
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.
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.
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.