redo(ticdc): return ErrStorageInitialize if the external storage initialization fails

[CharlesCheung96]

What problem does this PR solve?

Issue Number: close #xxx

What is changed and how it works?

• return ErrStorageInitialize if the external storage initialization fails
• Use a smaller DefaultTimeout, since changefeed will be restart when meet error.

Check List

Tests

• Unit test
• Integration test
• Manual test (add detailed scripts or steps below)
• No code

Questions

Will it cause performance regression or break compatibility?

Do you need to update user documentation, design documentation or monitoring documentation?

Release note

`None`.

[codecov[bot]]

Codecov Report

Merging #10745 (d7a1ab7) into master (e5edb19) will increase coverage by 0.2832%. Report is 15 commits behind head on master. The diff coverage is 0.0000%.

Additional details and impacted files

Components	Coverage Δ
cdc	62.3249% <0.0000%> (+0.4004%)	:arrow_up:
dm	51.4216% <ø> (+0.1801%)	:arrow_up:
engine	63.4218% <ø> (+0.0282%)	:arrow_up:

Flag	Coverage Δ
unit	57.8526% <0.0000%> (+0.2832%)	:arrow_up:

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

@@               Coverage Diff                @@
##             master     #10745        +/-   ##
================================================
+ Coverage   57.5694%   57.8526%   +0.2832%     
================================================
  Files           851        853         +2     
  Lines        126793     127517       +724     
================================================
+ Hits          72994      73772       +778     
+ Misses        48361      48311        -50     
+ Partials       5438       5434         -4     

[CharlesCheung96]

/retest

[ti-chi-bot[bot]]

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: hongyunyan, sdojjy

The full list of commands accepted by this bot can be found here.

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Needs approval from an approver in each of these files:

• ~~OWNERS~~ [hongyunyan,sdojjy]

Approvers can indicate their approval by writing /approve in a comment Approvers can cancel approval by writing /approve cancel in a comment

[ti-chi-bot[bot]]

[LGTM Timeline notifier]

Timeline:

• 2024-03-08 10:19:51.902690715 +0000 UTC m=+421618.924937103: :ballot_box_with_check: agreed by sdojjy.
• 2024-03-14 03:45:30.590049784 +0000 UTC m=+916357.612296171: :ballot_box_with_check: agreed by hongyunyan.

[CharlesCheung96]

/retest

[ti-chi-bot]

In response to a cherrypick label: new pull request created to branch release-6.5: #10844.

[ti-chi-bot]

In response to a cherrypick label: new pull request created to branch release-7.1: #10876.

[ti-chi-bot]

In response to a cherrypick label: new pull request created to branch release-7.5: #10877.

[ti-chi-bot]

In response to a cherrypick label: new pull request created to branch release-6.1: #11147.