fix(operator): Update k8s related package to 0.19.9, kubeflow/common to 0.3.6 WIP

[gaocegege]

Fixes #1306

• Test it locally

[terrytangyuan]

I thought we are freezing master branch until the unified operator is merged?

[gaocegege]

@Jeffwan @zw0610 WDYT

There are some bugs reported by our internal customers. If we decide to freeze it, we can hold it and I will fix it internally.

[johnugeorge]

How long should we hold? what are the blocking issues? @Jeffwan

[gaocegege]

/retest

[Jeffwan]

@gaocegege @johnugeorge @terrytangyuan

There're similar changes in all-in-one-operator branch #1290 #1292

I plan to polish codes in dev branch and make it work this week. Then we can merge back to master and evolving changes in master instead.

@gaocegege If you have internal branch, please help fix it internally first? Since we plan to rebase changes to master pretty soon. We can save some efforts on merging later.

[gaocegege]

OK SGTM

[Jeffwan]

@gaocegege When you get a chance, let's just bump the version and send a separate PR? please help cherry-pick the changes to v1.2-branch

[gaocegege]

SGTM

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