KFP SDK v2

[ptitzler]

• Doc https://www.kubeflow.org/docs/components/pipelines/sdk-v2/
• v2.x API reference https://kubeflow-pipelines.readthedocs.io/en/2.0.0b4/source/kfp.html
• v1.8 API reference https://kubeflow-pipelines.readthedocs.io/en/1.8.13/

Support comparison SDK v1.8.x vs v2.0 for "container ops"

• v1.8.x kfp.dsl.ContainerOp
• v2.0 kfp.dsl.PipelineTask

feature	v1.8.x	v2.0.0b4
set task display name	X	B
set task description	X
add pod annotations	X
set caching behavior	X	X
attach volumes	X
set env variables	X	x
add secrets	X
add tolerations	X
resources: memory	X	x
resources: gpu	X	x
resources: cpu	X	x
image pull secrets	X

Legend:

• X: supported and works as expected
• x: supported but not tested
• B: supported but does not work properly (bug)