Add Codspeed performance benchmarks

[henadzit]

Description

• Add Codspeed GitHub Action
• Add a few benchmarks based on https://github.com/tortoise/orm-benchmarks for creation, getting and filtering

Motivation and Context

Codspeed should help us tracking performance regression and improvement. It lets you see the time difference introduced by commits but also see how long each method or function takes. I'm planning to do some performance related work soon, so it should be helpful. Codspeed is used by other large open-source projects, for instance, pydantic.

Here's a report example https://codspeed.io/henadzit/tortoise-orm/branches/feat%2Fcodspeed, although it lacks the comparison with the baseline because, well, there is no baseline yet. It should start appearing after this PR is merged. This example is from PR in my fork.

Here's an example of Model.get profiling (we can already see that 20% of time is spent in pypika which is crazy):

How Has This Been Tested?

make ci
pytest tests/benchmarks --codspeed

Checklist:

• My code follows the code style of this project.
• My change requires a change to the documentation.
• I have updated the documentation accordingly.
• I have added the changelog accordingly.
• I have read the CONTRIBUTING document.
• I have added tests to cover my changes.
• All new and existing tests passed.

[coveralls]

Pull Request Test Coverage Report for Build 12535084212

Details

• 6 of 6 (100.0%) changed or added relevant lines in 1 file are covered.
• No unchanged relevant lines lost coverage.
• Overall coverage increased (+0.002%) to 90.253%

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Totals
Change from base Build 12534043192:	0.002%
Covered Lines:	6405
Relevant Lines:	6983

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💛 - Coveralls

[henadzit]

@abondar could you please add the repo to https://codspeed.io/? Here's the guide. I don't seem to have enough permissions. Lack of the CODSPEED_TOKEN secret is the reason why the Codspeed check is failing right now.

[abondar]

@henadzit I am not sure how to proceed with it - I added repository to list of repos in codespeed, but the moment it should have shown me popup with token to copy - popup immediately appeared and disappeared and I didn't have a chance to note down the token.

But it doesn't allow me to resetup integration again, as it says "Disabling repository is not supported yet"

[henadzit]

@henadzit I am not sure how to proceed with it - I added repository to list of repos in codespeed, but the moment it should have shown me popup with token to copy - popup immediately appeared and disappeared and I didn't have a chance to note down the token.

But it doesn't allow me to resetup integration again, as it says "Disabling repository is not supported yet"

You should be able to find the token in Settings. Here's how it looks in my fork:

[codspeed-hq]

CodSpeed Performance Report

Congrats! CodSpeed is installed 🎉

🆕 5 new benchmarks were detected.

You will start to see performance impacts in the reports once the benchmarks are run from your default branch.

Detected benchmarks

• test_create_few_fields (524.8 µs)
• test_create_many_fields (830.4 µs)
• test_filter_few_fields (1.1 ms)
• test_get_few_fields (749.5 µs)
• test_get_many_fields (1.4 ms)

[abondar]

Seems like it works now