Secretflow

Added
- add the documents of datasource api
- add kusciaapi errorcode doc
- add kuscia init command generating kuscia config
Changed
- update domain register and handshake error
- report events when Pod failed to start in RunK mode

Breaking Changed
- Change the mounting directory for logs and data of Kuscia deploying with Docker
- {{ROOT}}/kuscia-{{DEPLOY_MODE}}-{{DOMAIN_ID}}-data -> {{ROOT}}/{{DOMAIN_CONTAINER_NAME}}/data.
- {{ROOT}}/kuscia-{{DEPLOY_MODE}}-{{DOMAIN_ID}}-logs -> {{ROOT}}/{{DOMAIN_CONTAINER_NAME}}/logs.
- {{ROOT}}/kuscia-{{DEPLOY_MODE}}-{{DOMAIN_ID}}-certs was deleted.
Fixed
- fix some unit test case
- fix the issue of inconsistent states among multiple parties in KusciaDeployment
- fix the issue of ClusterDefine only having unilateral information under KusciaDeployment in P2P scenarios
- fix kusciaapi grpc role check
- Upgrade certain dependency packages to fix security vulnerabilities in pkg.

Fixed

- fix model handle_data parties_length by adding partition_shape to dataframe

Added

- SS VIF.
- FL strategy: FedProx.
- Split GNN.

Changed

- Remove duplicated shape_spu_to_np & dtype_spu_to_np in spu.py.

Added

- Development and release docker.
- FL model strategy.
- Sigmoid approximation in python.
- SS LR.
- Verical FL LR.
- Auto ray.get for nested params with pyu objects in proxy decorated cls.
- Link desc in spu construction.

Changed

- Refactor datasets from oss instead of lfs.
- Many doc improvements.

Fixed

- SecureAggregator `average` when weights are multi-dimensions.

Added

- Vertical dp.

Changed

- Many docs improvements.

Fixed

- Increase H2A mask bits
- Include c++ lib in setup.

Added

- simulation.dataset for tutorial
- update tutorial of FL SL & SFXgboost
- add csv stream reader for FL