feat(tap): Utilize Joblib to run parallel streams during sync_all

[BuzzCutNorman]

Overview:
This PR attempts to utilize Joblib to allow sync_all to run streams in parallel. A new Tap class method sync_one was introduced to give a parallel loop a target for the streams. There is a new property called max_parallelism that takes in a integer value which is passed to parallel_config argument n_jobs. The default value of max_parallelism is None. A tap will only attempt a parallel run if value is present in max_parallelism . The capability of TAP_MAX_PARALLELISM_CONFIG was added to the Tap class so a tap can be passed a max_parallelism value via the meltano.yml.

Examples:

max_parallelism: -1 #All cpu cores
max_parallelism: Null #Null, 0, 1 are a no Parallel runs

Comments:
I need assistance with ideas on how to create pytests to cover these changes. Also if you run pytest when parallelism is enabled a lot of tests will fail, especially mapper test. The seem to only get the state message then nothing else.

Resources:

• https://joblib.readthedocs.io/en/stable/parallel.html
• https://joblib.readthedocs.io/en/stable/generated/joblib.parallel_config.html
• https://joblib.readthedocs.io/en/stable/generated/joblib.Parallel.html
• Standard logging using loky backend joblib/joblib#1017

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📚 Documentation preview 📚: https://meltano-sdk--2295.org.readthedocs.build/en/2295/

[codspeed-hq]

CodSpeed Performance Report

Merging #2295 will not alter performance

_{Comparing BuzzCutNorman:feat-tap-parallel-streams (3323b45) with main (b6fa56a)}

Summary

✅ 6 untouched benchmarks

[codecov]

Codecov Report

Attention: Patch coverage is 46.51163% with 23 lines in your changes are missing coverage. Please review.

Project coverage is 88.84%. Comparing base (9d0c08b) to head (73342d4).

Files	Patch %	Lines
singer_sdk/tap_base.py	45.23%	19 Missing and 4 partials ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #2295      +/-   ##
==========================================
- Coverage   89.18%   88.84%   -0.34%     
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  Files          54       54              
  Lines        4788     4822      +34     
  Branches      936      944       +8     
==========================================
+ Hits         4270     4284      +14     
- Misses        361      378      +17     
- Partials      157      160       +3     

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