Introducing Hopsworks 0.8.0
Hopsworks 0.8.0 brings the latest features, improvements and bug fixes. It comes a short while after version 0.7.0 and brings the world’s first open-source feature store, a revamped REST API for managing jobs in Hopsworks and improvements in visualization for python notebooks.
Users can lookup detailed feature store documentation in the Hopsworks github repo.
Release notes – Hopsworks – Version 0.8.0
Bug
- [HOPSWORKS-688] – Remove the private key certificate from the truststore in YARN containers
- [HOPSWORKS-845] – IllegalStateException in TensorBoardProxyServlet
- [HOPSWORKS-850] – Experiments dashboard should be created when jobs service is added
- [HOPSWORKS-851] – Convert .ipynb to .py uses wrong jupyter binary path
- [HOPSWORKS-857] – Spark executor UI not displaying whe high number of executors
- [HOPSWORKS-861] – Deep Learning demo shows “Jupyter not installed” on Jupyter page
Sub-task
- [HOPSWORKS-510] – Jobs, Executions, Users, Activities
- [HOPSWORKS-719] – Implement feature store microservice UI on Hopsworks
- [HOPSWORKS-720] – Add REST API for the feature store
- [HOPSWORKS-721] – Add examples of how to use feature store
- [HOPSWORKS-743] – Python client for feature store
- [HOPSWORKS-744] – Java client for feature store
- [HOPSWORKS-839] – Add “managed” training datasets to the feature store
New Feature
- [HOPSWORKS-718] – Feature Store in HopsML
Improvement
- [HOPSWORKS-702] – Add python3 support for sparkmagic plotting with pyspark
Task
- [HOPSWORKS-844] – Add ipyleaflet and folium examples to hops-examples notebooks
- [HOPSWORKS-848] – Intro documentation for HopsML
- [HOPSWORKS-862] – Fix front-end scripts