Hi folks,
Thanks to everyone's help on this release. Special thanks to Wangda, Zhankun, Xun, Wei-Chiu, Wanqiang, Ryan, Manikandan, and JohnTing! I've created a release candidate (RC1) for submarine 0.5.0. The highlighted features are as follows: 1. Submarine Experiments: Redefined the experiment spec, sync up code from Git, it could be https and ssh 2. Predefined experiment template: Register A experiment template and submit related parameter to run an experiment using Rest API 3. Environment profile: Users could easily manage their docker image and conda environment 4. Jupyter Notebook: Spawn a jupyter notebook using Rest API, and execute ML code on K8s, or submit an experiment to submarine server 5. Submarine Workbench UI: CRUD Experiment, Environment, Notebook through the UI The RC tag in git is here: https://github.com/apache/submarine/releases/tag/release-0.5.0-RC1 The RC release artifacts are available at: http://home.apache.org/~pingsutw/submarine-0.5.0-RC1 The mini-submarine image is here: https://hub.docker.com/layers/apache/submarine/mini-0.5.0-RC1/images/sha256-b8bc864a9a6409361de96d93e467c6458c96f6d2d85c74639a201b1c1b9af3a0?context=explore The server image is here: https://hub.docker.com/layers/apache/submarine/server-0.5.0/images/sha256-3c197696a773cebf3409acc5ed89504e9f56240a1748b107031bf32a4ba79e40?context=explore The database image is here: https://hub.docker.com/layers/apache/submarine/database-0.5.0/images/sha256-fcf72289e0aa46e83fc8e65c8aca79be4bba96ec9813d54568e5679925cdc94f?context=explore The Jupyter Notebook image is here: https://hub.docker.com/layers/apache/submarine/jupyter-notebook-0.5.0/images/sha256-1e05cdd3c814063b3cac9de12bdecd70475d38d708c06794c2d3b55ef97de82a?context=explore The Maven staging repository is here: https://repository.apache.org/content/repositories/orgapachesubmarine-1015 My public key is here: https://dist.apache.org/repos/dist/release/submarine/KEYS *This vote will run for 7 days, ending on Oct 29, 2020, at 11:59 pm PST.* For the testing, I have verified the 1. Build from source, Run the mnist on Hadoop 2. Example with mini-submarine(both local and remote mode) 3. Verified the experiment operations to K8s by Submarine Server REST and PySubmarine. 4. Workbench UI (experiment, environment, notebook) 5. HTTP sync code in the experiment 6. Environment profile REST API 7. Notebook REST API Please follow the document to test these features. * https://github.com/apache/submarine/tree/master/dev-support/mini-submarine * https://github.com/apache/submarine/blob/master/docs/user-guide-home.md My +1 to start. Thanks! BR, Kevin Su
