feat(launch): support volume mounts and security contexts in kubernetes runner

[KyleGoyette]

Fixes WB-11430
Fixes WB-11460
Fixes #NNNN

Description

Adds support for volumes and security contexts for kubernetes runner. Format:

...
"resource_args": {
    "kubernetes": {
        "volumes": [{}],
        "volume_mounts": [{}],
       "security_context": {}
    }
}

Testing

How was this PR tested?

Checklist

• Include reference to internal ticket "Fixes WB-NNNN" and/or GitHub issue "Fixes #NNNN" (if applicable)
• Ensure PR title compliance with the conventional commits standards

[codecov]

Codecov Report

Merging #4475 (ce1f5f7) into main (6ed4569) will increase coverage by 0.02%.
The diff coverage is 81.25%.

❗ Current head ce1f5f7 differs from pull request most recent head c2033e4. Consider uploading reports for the commit c2033e4 to get more accurate results

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #4475      +/-   ##
==========================================
+ Coverage   83.02%   83.05%   +0.02%     
==========================================
  Files         259      259              
  Lines       32913    32922       +9     
==========================================
+ Hits        27326    27342      +16     
+ Misses       5587     5580       -7     

Flag	Coverage Δ
functest	56.80% <0.00%> (+<0.01%)	⬆️
unittest	73.18% <81.25%> (-0.02%)	⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
wandb/sdk/launch/runner/kubernetes.py	88.93% <81.25%> (-0.52%)	⬇️
wandb/integration/tensorboard/monkeypatch.py	87.65% <0.00%> (-2.47%)	⬇️
wandb/cli/cli.py	69.10% <0.00%> (-0.10%)	⬇️
wandb/sdk/lib/git.py	79.01% <0.00%> (ø)
wandb/apis/public.py	82.16% <0.00%> (+0.03%)	⬆️
wandb/sdk/wandb_artifacts.py	83.82% <0.00%> (+0.10%)	⬆️
wandb/sdk/internal/internal_api.py	88.91% <0.00%> (+0.12%)	⬆️
wandb/sdk/wandb_run.py	90.85% <0.00%> (+0.17%)	⬆️
wandb/sdk/interface/interface_shared.py	86.82% <0.00%> (+0.25%)	⬆️
wandb/sdk/internal/system/system_info.py	91.55% <0.00%> (+3.24%)	⬆️