0.28.1

Substra 0.28.1 - 2023-09-11

SubstraFL:

• Bump SubstraFL to 0.37.1 to always keep last tasks output in remote mode, even with clean_models to True in execute_experiment.

0.32.0

Substra 0.32.0 — 2023-09-08

• Update Substra to Pydantic 2.3.0. Concerned components by the update are SusbtraFL, Substra, Substra-backend and Substra-tests.

0.31.0

• Add user management doc (#345)
• Add link to python libraries documentation in Components page (#347)
• Add more orchestrator documentation (#346)
• Deactivate Binder (#340)
• Reorganise documentation according to diataxis approach (#330)
• Added section about channels in the main concepts (#344)
• Add frontend documentation in components section (#346)
• New page added on Substra Privacy Strategy based on research by Privacy Task Force at Owkin (#354)
• Revamp landing page (#353)

0.30.0

• New example on how to use the ComputePlanBuilder SubstraFL to compute Federated Analytics on the Sklearn diabetes dataset. (#311)
• New example on how to implement a custom cyclic Strategy with a TorchBaseAlgo with SubstraFL. (#326)
• Use Client.wait_compute_plan in substrafl_examples/get_started/run_mnist_torch.py (#327)

0.29.0

0.29.0 - 2023-06-30

• Improve permissions page
• Add shared_state and local_state definition in SubstraFL Overview
• Add rank definition in Substra Concepts

0.28.0

0.28.0 - 2023-06-15

• Add token management page guide (#312)
• Update Iris example with the changes implied by SubstraFL #120 compute plan builder (#313)
• Add caution for frontend cookies when several backends in local (#308)
• Update Substra examples to use new get_task_output_asset Substra function (#317)

0.27.0

SubstraFL:

• BREAKING CHANGE: SubstraFL used to create one task per metric. Now all metrics are executed into a single task. This will lead to less tasks for a given CP and will improve compute time.
• BREAKING CHANGE: Metrics are now given as metric_functions and not as metric_key. The functions given as metric functions to test data nodes are automatically registered in a new Substra function by SubstraFL. The new argument of the TestDataNode class metric_functions replaces the metric_keys one and accepts a dictionary (using the key as the identifier of the function given as value), a list of functions or directly a function if there is only one metric to compute (function.name is then used as identifier). Installed dependencies are the algo_dependencies passed to execute_experiment, and permissions are the same as the predict function.
• Enforce kwargs for functions with more than 3 parameters.
• Add the Federated Principal Component Analysis strategy.

Substra:

• Substra Clients can now be configured using environment variables or a configuration Yaml file.
• BREAKING CHANGE: default backend type for Client is now subprocess.

Front-end:

• Display function name for each task in workflow & tasks table.
• Better performances for workflow.
• Serialize the performance graph regarding the identifier only.

0.26.3

• Backend fixes to improve (kaniko pods) stability
• Rename function names in examples (#302)

0.26.2

Substra 0.26.2 - 2023-04-19

• Fix Binder build for documentation examples
• Add hardware requirements documentation

0.26.1

Bump substrafl to 0.35.1