chore: Use prek instead of pre-commit

[tpoliaw]

Trial run ahead of converting python-copier-template

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 95.03%. Comparing base (fe35430) to head (9d6d9fc).

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #1391   +/-   ##
=======================================
  Coverage   95.03%   95.03%           
=======================================
  Files          43       43           
  Lines        2779     2779           
=======================================
  Hits         2641     2641           
  Misses        138      138           

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[ZohebShaikh]

One of the reasoning mentioned in using per was that it is faster,
Can there be some profiling on how much faster it is ?

[tpoliaw]

Their own benchmarks
Linked third party benchmarks

Running a similar test in blueapi

❯ hyperfine --prepare 'prek clean && pre-commit clean' 'prek install-hooks' 'pre-commit install-hooks'                                                                                                                                11:57:23
Benchmark 1: prek install-hooks
  Time (mean ± σ):      2.121 s ±  0.279 s    [User: 4.148 s, System: 0.554 s]
  Range (min … max):    1.895 s …  2.834 s    10 runs

Benchmark 2: pre-commit install-hooks
  Time (mean ± σ):     30.325 s ±  1.180 s    [User: 39.897 s, System: 4.673 s]
  Range (min … max):   28.766 s … 33.107 s    10 runs

Summary
  'prek install-hooks' ran
   14.30 ± 1.96 times faster than 'pre-commit install-hooks'

[tpoliaw]

Actually running the checks is much closer as most of the hooks are the same

❯ hyperfine --warmup 10 'prek run --all-files' 'pre-commit run --all-files'                                                                                                                                                           12:11:01
Benchmark 1: prek run --all-files
  Time (mean ± σ):     261.4 ms ±   4.5 ms    [User: 210.7 ms, System: 95.1 ms]
  Range (min … max):   256.6 ms … 272.2 ms    10 runs

Benchmark 2: pre-commit run --all-files
  Time (mean ± σ):     815.3 ms ± 120.0 ms    [User: 1418.7 ms, System: 217.3 ms]
  Range (min … max):   749.5 ms … 1138.0 ms    10 runs

Summary
  'prek run --all-files' ran
    3.12 ± 0.46 times faster than 'pre-commit run --all-files'