To deploy Kubeflow Pipelines in an existing cluster, follow the instruction in here or via UI here
Install python SDK (python 3.5 above) by running:
python3 -m pip install kfp kfp-server-api --upgrade
Features
- manifest: add support for Standalone KFP on AWS. Fixes #4337 (#4350) (668a3ec)
- GCP marketplace - preserve install config in configmap and secret (#4471) (d447355)
- deployment: Add env/platform-agnostic-pns standalone deployment option (#4278) (ee11f9e)
- deployment: KFP standalone should keep user data when application deleted (#4332) (6e1ceb7)
- sdk: support HTTP/S PROXY for SDK client (#4215) (9225b75)
Bug Fixes
- backend: add
MaxCallRecvMsgSize(math.MaxInt32)to proxy server (#4402) (62bed1b) - backend: Add a permission to create events to argo-role (#4449) (2b48697)
- backend: Backend - Cache - Fixed reinstallation. Fixes #4299 (#4320) (f5e9901)
- backend: Caching - Only send cache-enabled pods to the caching webhook (#4429) (f2ed52d)
- backend: Caching - Reduced the cache webhook timeout (#4428) (eb86087)
- backend: fix typo in reference key type (#4376) (e5f8209)
- backend: logs error when failing to init mysql. Fixes #4334 (#4335) (64c377e)
- backend: persistence agent - workflow not found error should be a permanent error (#4486) (c31a346)
- backend: prevent seg fault if workflow manifest is deleted. Fixes #4389 (#4439) (9f124d6)
- backend: reduce confusing ReadArtifact errors for metrics in api server. Fixes #3699 (#4338) (44cd005)
- backend: skip reporting native Argo workflows which do not have Run ID label. Fixes #3584 (#4438) (f39a98d)
- sdk/client: reserve the host protocal (http or https) so that http host can work. Fixes #4277 (#4285) (522977f)
- all big enough ui proxy requests fail with error proxying with partial data (#4266) (3a93080)
- cache: adds certificate approver permission to kubeflow-pipelines-cache-deployer-role. Fixes #4138 (#4246) (0ba88b0)
Other Pull Requests
- Reduce ttl of persisted final workflow to 1 day (#4005) (135715d)
- Manifests - Added permissions for certificate approval (#4385) (1445576)
See the Change Log