Storages: Add Block pop-up latency metrics (#9260)

[ti-chi-bot]

This is an automated cherry-pick of #9260

What problem does this PR solve?

Issue Number: ref #9417, #6834

Problem Summary:

What is changed and how it works?

• Block pop-up latency when a query is heavy (sometime it means computing is the bottleneck):
  

• Block pop-up latency when a query is light (sometime it means storage is the bottleneck):
  

Check List

Tests

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

Side effects

• Performance regression: Consumes more CPU
• Performance regression: Consumes more Memory
• Breaking backward compatibility

Documentation

• Affects user behaviors
• Contains syntax changes
• Contains variable changes
• Contains experimental features
• Changes MySQL compatibility

Release note

None

[JinheLin]

/run-all-tests

[JinheLin]

/run-integration-test

[JinheLin]

/run-integration-test

[ti-chi-bot]

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: JaySon-Huang, JinheLin

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 [JaySon-Huang,JinheLin]

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[ti-chi-bot]

[LGTM Timeline notifier]

Timeline:

• 2024-09-10 02:39:03.765955017 +0000 UTC m=+324013.506378970: ☑️ agreed by JinheLin.
• 2024-09-20 07:58:46.260144705 +0000 UTC m=+1207196.000568625: ☑️ agreed by JaySon-Huang.