1.21.0 (2023-01-13)
Features
- Add default skew threshold to be an optional input at _SkewDetectionConfig and also mark the target_field and data_source of skew config to optional. (7da4164)
- Add filter to Model Registry list_versions API. (c1cb33f)
- Add MLMD schema class ExperimentModel (94b2f29)
- Add Service Account support to BatchPredictionJob (deba06b)
- Add support for Predict Request Response Logging in Endpoint SDK (372ab8d)
- Adding Feature Store: Streaming ingestion to GA (6bc4c84)
- Enable passing experiment_tensorboard to init without experiment (369a0cc)
- Support Model Serialization in Vertex Experiments(sklearn) (d4deed3)
- Support Model Serialization in Vertex Experiments(xgboost) (fe75eba)
Bug Fixes
Endpoint.undeploy_all()doesn't undeploy all models (9fb24d7)- Fix bug in associating tensorboard to an experiment (6def0b8)
- Pin shapely version to <2.0.0 (1efd816)
- Unbreak timeouts for Dataset create, FeatureStore ingest, and MatchingEngine Index create. (3096d1c)
- Updated proto message formatting logic for batch predict model monitoring (f87fef0)