Release v1.9.1

Bug Fixes

• Fix parameter inheritance when loading non-model modules from ModelLoader
• Fix job inheritance after adding or removing roles from training configuration
• Fix delimiter error in uploaded/downloaded data
• Fix anonymous feature name renewal

Release v1.9.0

Major Features and Improvements

• Support high availability and load balancing to improve system availability and stability
• Added support for site authentication and data set authority authentication, and supports hook mode for users to customize authentication schemes
• Component registration optimization, support participants to use different versions of algorithm components
• Upload, reader support feature anonymity, support specifying id column
• Scheduling optimization, asynchronous time-consuming operations, component scheduling performance improved by more than 5 times This optimization obvious benefits for multi-component tasks
• Added component ApiReader to get feature data by id
• Model storage optimization, support model data synchronization between local and other storage
• The scheduler now can obtain the error information from other participant's algorithm components

Release v1.8.0

Major Features and Improvements

• Optimize the model migration function to reduce user operation steps;
• Add version compatibility check in component center to support multiple parties to use different versions;
• Add data table disable/enable function, and support batch delete disable table

Release v1.7.2

Major Features and Improvements

• Separate the base connection address of the data storage table from the data table information, and compatible with historical versions;
• Optimize the component output data download interface.

Release v1.7.1

Major Features and Improvements

• Added the writer component, which supports exporting data to mysql and saving data as a new table;
• Added job reuse function, which supports the reuse of successful status components of historical tasks in new jobs;
• Optimize the time-consuming problem of submitting tasks and the time-consuming problem of stopping tasks;
• Component registration supports automatic setting of PYTHONPYTH.

Bug Fixes

• Fix the problem of OOM when uploading hdfs table;
• Fix the problem of incompatibility with the old version of serving;
• The parameter partitions of the toy test is set to 4, and a timeout prompt is added.

Release v1.7.0

Release 1.7.0

Major Features and Improvements

• Independent repository instead of all code in the main FATE repository
• Component registry, which can hot load many different versions of component packages at the same time
• Hot update of component parameters, component-specific reruns, automatic reruns
• Model Checkpoint to support task hot start, model deployment and other
• Data, Model and Cache can be reused between jobs
• Reader component supports more data sources, such as MySQL, Hive
• Realtime recording of dataset usage derivation routes
• Multi-party permission control for datasets
• Automatic push to reliable storage when model deployment, support Tencent Cloud COS, MySQL, Redis
• REST API authentication

Bug Fixes