v2.0.0b34

Overview

b34 marks as one of the larges released in Flyte 2.0's SDK. It is production ready. Folks have scaled it to tens of thousands of tasks at rapid scale, able to download gigabytes of data and run large scale training on myraid architectures. This release takes us closed to the goal of Flyte 2.0's goals - one platform that is cohesive, simple, consistent, fast and end to end.
At a high level the most notable features are,

1. Serving - serve models, apps using the fast, consistent and simple API. This marks the beta release of the app devex. There will be some more minor changes, but many examples now show that it is possible to invoke services from tasks, tasks from services and services from services.
2. Support for custom context, that goes beyond regular inputs and can pass context data between tasks.
3. Tasks now have docs and description support.

Also welcome many new contributors. Follow the progress for Flyte 2.0 backend in the flyteorg/flyte - v2 branch. Remember as always, all of flyte-sdk can be run locally, so you do not need a backend!

What's Changed

• Call Apps from tasks. by @kumare3 in #349
• Kyle/sdk/feat/add version info by @k1sauce in #351
• Add support for --image to deploy by @kumare3 in #352
• Iceberg example using pyarrow tables by @kumare3 in #340
• Add custom context example by @jpvotta in #355
• fix(images): Support custom image URIs as strings in TaskEnvironment by @pingsutw in #348
• set deref_symlinks to True by @fiedlerNr9 in #359
• Add support tool-uv-index in the remote builder by @pingsutw in #357
• Minor updates by @wild-endeavor in #356
• Improve CLI doc gen by @ppiegaze in #362
• flyte serve and deployment updates by @kumare3 in #339
• update app replica range to (0, 1) by @cosmicbboy in #363
• [Refactor] Use ActionPhase from common phase proto by @machichima in #361
• Embedding recsys by @kumare3 in #360
• App deploy and serve refactored. with_servecontext by @kumare3 in #364
• Added H200 to available devices by @kumare3 in #367
• fix run and syncify typing by @cosmicbboy in #366
• Prep for new release b34 by @kumare3 in #368
• Add description to task deploy by @popojk in #314

New Contributors

• @k1sauce made their first contribution in #351

Full Changelog: v2.0.0b33...v2.0.0b34