Added zstandard compression tooling, added to bytes codec for JSON serialization

[dotsdl]

Closes #321.

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Checklist

• Added a news entry

Developers certificate of origin

• I certify that this contribution is covered by the MIT License here and the Developer Certificate of Origin at https://developercertificate.org/.

[IAlibay]

Do the NPY_DTYPE and NUMPY codecs also need updating here?

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 98.50%. Comparing base (339143f) to head (b866870).
Report is 1 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #438   +/-   ##
=======================================
  Coverage   98.49%   98.50%           
=======================================
  Files          36       37    +1     
  Lines        2131     2143   +12     
=======================================
+ Hits         2099     2111   +12     
  Misses         32       32           

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[dotsdl]

Looking great @atravitz! I gave this a full review, and generalized test_legacy_bytes_uncompressed to apply to all CustomJSONCodingTest subclasses.

Can you add a news entry? After that I think this is good to go!

[dotsdl]

Do the NPY_DTYPE and NUMPY codecs also need updating here?

@IAlibay they do not! These convert to bytes, and then the BYTES codec is used to convert these into a string representation. So, this PR compresses any bytes objects being serialized, and will automatically apply to NPY_DTYPE and NUMPY objects when we attempt to serialize them.

[IAlibay]

Couple of things, otherwise lgtm

[atravitz]

pre-commit.ci autofix