[Improve][broker] Add gzip compression before http service response

[xuesongxs]

Fixes #16321

Describe the modifications you've done.
Add gzip compression before http service response.
Before compression:

After compression:

[AnonHxy]

Is there any overhead about broker CPU cost? @xuesongxs

[xuesongxs]

Is there any overhead about broker CPU cost? @xuesongxs

CPU utilization is not easy to test, which is also related to the compressed index memory size.

[liangyuanpeng]

Add configuration would be great and disabled by default.

[xuesongxs]

Add configuration would be great and disabled by default.

OK, I'll add a configuration attribute.

[codelipenghui]

looks duplicated with #16197?

[xuesongxs]

looks duplicated with #16197?

The purpose is the same, but its implementation method is not based on jetty's gzip handler, and it is not sure whether its repair can be recognized on the promethues client, and the implementation method is somewhat redundant. Please decide which solution to use.

I think that compression should be used in the HTTP service of broker, not only in metrics, but also in rest API.

[tjiuming]

@xuesongxs most of the endpoints won't has a big response body, the only known endpoint needs to compress is /metrics. if we enable compress all of the endpoints, it will comes high CPU usage.

[xuesongxs]

@xuesongxs most of the endpoints won't has a big response body, the only known endpoint needs to compress is /metrics. if we enable compress all of the endpoints, it will comes high CPU usage.

OK，I'll modify it and only add it on /metrics.

[tjiuming]

Please add tests to ensure /metrics endpoint response compressed and others not

[tjiuming]

enableCompressMetricsData should be better

[xuesongxs]

please review

[xuesongxs]

@codelipenghui @tjiuming @liangyuanpeng
Please help review the code.