flower

Thanks to our contributors

We would like to give our special thanks to all the contributors who made the new version of Flower possible (in git shortlog order):

Charles Beauville, Chong Shen Ng, Daniel J. Beutel, Heng Pan, Javier, Micah Sheller, Mohammad Naseri, Patrick Foley, Yan Gao

What's new?

• Introduce runtime dependency installation option for isolated execution (#6741)

  Introduces the --allow-runtime-dependency-installation flag to flower-superexec, enabling runtime dependency installation via uv so that applications with differing dependencies can run independently. Runtime dependency installation automatically creates an independent venv for each run, even if those runs happen concurrently. Propagates this option from flower-superlink/flower-supernode to automatically started flower-superexec instances when using subprocess isolation mode.

• Improve federation run management and validation (#6943, #6956, #6957, #6961)

  Enhances federation functionality by enabling members to inspect run details, stream logs, and stop runs directly within a federation. Introduces validation for federation names during creation. Hides the SuperNode status column when a federation is archived.

• Introduce SuperExec authentication with HMAC and shared secrets (#6948, #6949, #6950, #6951, #6952, #6977, #6978, #6979, #6980, #6981)

  Introduces an experimental SuperExec authentication mechanism based on shared-secret HMAC. Establishes core primitives, nonce replay protection, and interceptor foundations, and integrates authentication into ServerAppIo and ClientAppIo.

• Show Flower Hub compatibility note in CLI download and review flows (#6989, #6992)

  Surfaces the Flower Hub-provided compatibility note when an app download resolves to an older compatible version instead of the latest release. Reads the returned note field and displays it in flwr run, flwr new and flwr app review, improving transparency around version selection.

• Enhance authentication for flwr-* processes (#6796)

  Improves security by authenticating RPC calls from flwr-serverapp, flwr-simulation, and flwr-clientapp using token-based mechanism.

• Update examples with FAB metadata and improved documentation (#6890, #6935)

  Enhances examples by updating README files to use local SuperLink and adding FAB format metadata (fab-format-version = 1 and flwr-version-target). Introduces LICENSE files across published apps and bumps application versions at the minor level to reflect these updates.

• Display full FAB hash in flwr list JSON output (#6958)

  Replaces truncated FAB hash with the full hash value in the JSON output of flwr list, ensuring complete and accurate identification of FABs.

• Update documentation (#6959, #6964, #6966)

• Stabilize CI pipelines and improve test reliability (#6911, #6974, #6985, #6987)

• General improvements (#6931, #6944, #6946, #6955, #6970, #6973, #6982, #6983, #6988, #6990, #6994, #6995, #6996, #6997, #6999, #7003, #7004, #7005)

  As always, many parts of the Flower framework and quality infrastructure were improved and updated.

Incompatible changes

• Remove Flower File Storage (FFS) (#6809, #6810)

  Removes Flower File Storage (FFS) and transitions to LinkState-based storage, introducing replacement methods in LinkState and NodeState. Eliminates the --storage-dir option from flower-superlink as part of this change.