optimize: Use klauspost/compress for gzip

[klauspost]

What type of PR is this?

Optimization

What this PR does / why we need it (English/Chinese):

Switches to faster gzip compression.

See cloudwego/hertz#343 for more details

Upgrades dependencies to latest.

Which issue(s) this PR fixes:

Fixes cloudwego/hertz#343

[CLAassistant]

All committers have signed the CLA.

[li-jin-gou]

refer to https://github.com/hertz-contrib/gzip/tree/optimize/gzip and the benefits are currently being verified on a service with a large Gzip CPU share.

[welkeyever]

It's better to keep the former one - try not to break the compatibility of existing users.

[klauspost]

Feel free to do what suits you.

With regards to the PR, the only thing I noticed is that you use level 6 as default. I'd recommend to set it to 5. The difference isn't big in terms of compression - we are getting close to diminishing returns. And the 10-20% less CPU will probably be better spent on something else.

https://user-images.githubusercontent.com/5663952/199524248-54720258-c114-4424-87fa-ffb587de5120.png

That said it is only a very small difference. Let me know of your test results, or if there is anything else I can assist you with.

Regarding Gunzip, when the Reader is one of the possible stdlib provided ones it will be faster at decompression.

[li-jin-gou]

Feel free to do what suits you.

With regards to the PR, the only thing I noticed is that you use level 6 as default. I'd recommend to set it to 5. The difference isn't big in terms of compression - we are getting close to diminishing returns. And the 10-20% less CPU will probably be better spent on something else.

https://user-images.githubusercontent.com/5663952/199524248-54720258-c114-4424-87fa-ffb587de5120.png

That said it is only a very small difference. Let me know of your test results, or if there is anything else I can assist you with.

Regarding Gunzip, when the Reader is one of the possible stdlib provided ones it will be faster at decompression.

Thanks 💕 and I will push the service to cut to klauspost/compress as soon as possible to get the CPU and PCT99 gains and let you know. cc @klauspost