[feature] Upgrade to latest Argo 3.4.x

[HumairAK]

/area backend

What feature would you like to see?

Upgrade to latest Argo 3.4.x

What is the use case or pain point?

3.3 is no longer being patched with security fixes, and has not been for over a year now, lots of CVE's have accumulated since then, and KFP needs to catch up in this regard.

Is there a workaround currently?

A user can try to manually deploy Argo 3.4, but this has resulted in various issues:

• [backend] caching fails when task pods have WorkflowTaskResults RBAC (argo 3.4 change) #8942
• [frontend] ui can't retrieve pod logs when using argo-workflows 3.4+ (POD_NAMES change) #8935

Related:
#9301

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[chensun]

Previous upgrade attempt: #9301, in case anyone want to pick up and finish the work.

[Ayush9026]

/assign @Ayush9026

[github-actions]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

[github-actions]

This issue has been automatically closed because it has not had recent activity. Please comment "/reopen" to reopen it.

[HumairAK]

This was resolved in #10568