feat: use pingcap base image

[lijie0123]

What problem does this PR solve?

The current base image lack matainence and may contains security problem.

What is changed and how does it work?

Use pingcap unify base image maintained by EE and security team

Code changes

• Has Go code change
• Has CI related scripts change

Tests

• Unit test
• E2E test
• Manual test
• No code

Side effects

• Breaking backward compatibility
• Other side effects:

Related changes

• Need to cherry-pick to the release branch
• Need to update the documentation

Release Notes

Please refer to Release Notes Language Style Guide before writing the release note.

[sre-bot]

All committers have signed the CLA.

[codecov-commenter]

Codecov Report

Merging #5198 (734c332) into master (34c19d4) will increase coverage by 7.56%.
The diff coverage is n/a.

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #5198      +/-   ##
==========================================
+ Coverage   57.97%   65.53%   +7.56%     
==========================================
  Files         245      248       +3     
  Lines       29240    32534    +3294     
==========================================
+ Hits        16951    21321    +4370     
+ Misses      10641     9518    -1123     
- Partials     1648     1695      +47     

Flag	Coverage Δ
e2e	49.30% <ø> (?)
unittest	57.95% <ø> (-0.02%)	⬇️

[ti-chi-bot]

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: WangLe1321

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[csuzhangxc]

/test pull-e2e-kind
/test pull-e2e-kind-across-kubernetes
/test pull-e2e-kind-br

[ti-chi-bot]

@csuzhangxc: The label(s) /pull-e2e-kind, /pull-e2e-kind-across-kubernetes, /pull-e2e-kind-br cannot be applied, because the repository doesn't have them.

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@csuzhangxc: No presubmit jobs available for pingcap/tidb-operator@master

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[lijie0123]

/test pull-e2e-kind

[ti-chi-bot]

[LGTM Timeline notifier]

Timeline:

• 2023-07-25 10:02:05.085702013 +0000 UTC m=+262267.680232994: ☑️ agreed by WangLe1321.
• 2023-07-25 10:35:22.711417172 +0000 UTC m=+264265.305948160: ✖️🔁 reset by lijie0123.

[ti-chi-bot]

New changes are detected. LGTM label has been removed.

[lijie0123]

/test pull-e2e-kind
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/test pull-e2e-kind-br

[ti-chi-bot]

@lijie0123: The label(s) /pull-e2e-kind, /pull-e2e-kind-across-kubernetes, /pull-e2e-kind-br cannot be applied, because the repository doesn't have them.

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[ti-chi-bot]

@lijie0123: No presubmit jobs available for pingcap/tidb-operator@master

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[lijie0123]

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[ti-chi-bot]

@lijie0123: The label(s) /pull-e2e-kind, /pull-e2e-kind-across-kubernetes, /pull-e2e-kind-br cannot be applied, because the repository doesn't have them.

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@lijie0123: No presubmit jobs available for pingcap/tidb-operator@master

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[csuzhangxc]

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/test pull-e2e-kind-serial

[ti-chi-bot]

@csuzhangxc: The label(s) /pull-e2e-kind-across-kubernetes, /pull-e2e-kind-br, /pull-e2e-kind-basic, /pull-e2e-kind-serial cannot be applied, because the repository doesn't have them.

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[ti-chi-bot]

@csuzhangxc: No presubmit jobs available for pingcap/tidb-operator@master

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[csuzhangxc]

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@csuzhangxc: No presubmit jobs available for pingcap/tidb-operator@master

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[csuzhangxc]

/test pull-e2e-kind-br
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[ti-chi-bot]

@csuzhangxc: The label(s) /pull-e2e-kind-br, /pull-e2e-kind-serial cannot be applied, because the repository doesn't have them.

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@csuzhangxc: No presubmit jobs available for pingcap/tidb-operator@master

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[csuzhangxc]

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@csuzhangxc: The label(s) /pull-e2e-kind-tikv-scale-simultaneously, /pull-e2e-kind-tngm cannot be applied, because the repository doesn't have them.

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@csuzhangxc: No presubmit jobs available for pingcap/tidb-operator@master

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[csuzhangxc]

/cherry-pick release-1.5

[ti-chi-bot]

@csuzhangxc: once the present PR merges, I will cherry-pick it on top of release-1.5 in the new PR and assign it to you.

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/cherry-pick release-1.5

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[ti-chi-bot]

@csuzhangxc: The label(s) /release-1.5 cannot be applied, because the repository doesn't have them.

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/cherry-pick release-1.5

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[ti-chi-bot]

@csuzhangxc: new pull request created to branch release-1.5: #5205.

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/cherry-pick release-1.5

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