[HUDI-8482] Introduce partition-level metrics and add more compaction metrics

[TheR1sing3un]

close: #12197

Change Logs

Describe context and summary for this change. Highlight if any code was copied.

1. introduce partition-level metrics
2. add more compaction metrics

Impact

Describe any public API or user-facing feature change or any performance impact.
none

Risk level (write none, low medium or high below)

none
If medium or high, explain what verification was done to mitigate the risks.

Documentation Update

Describe any necessary documentation update if there is any new feature, config, or user-facing change. If not, put "none".

• The config description must be updated if new configs are added or the default value of the configs are changed
• Any new feature or user-facing change requires updating the Hudi website. Please create a Jira ticket, attach the
  ticket number here and follow the instruction to make
  changes to the website.

Contributor's checklist

• Read through contributor's guide
• Change Logs and Impact were stated clearly
• Adequate tests were added if applicable
• CI passed

[hudi-bot]

CI report:

• ef812f9 Azure: SUCCESS

Bot commands

@hudi-bot supports the following commands:

• @hudi-bot run azure re-run the last Azure build

[TheR1sing3un]

@danny0405 Hi danny！Do you think these changes are necessary? By adding these metrics, I can better observe the data skew of partitions and the performance of compactions, which is helpful for us to observe the health of tables or operations.