Improve the logging experience

[MichalChromcak]

This PR aims to help setup/reduce logging mainly from the 3rd party libraries to make logs more sensible based on the expected usage.

PR

• adds 03_logging.ipynb to showcase the logging best practices, where one could try different setup which might fit his/her needs.
• updates current notebooks to reflect logging best practices (mainly hcb_verbose flag usage)
• adds isort, json checker and json prettifer to pre-commit hooks
• updates pre-commit hooks versions
• runs pre-commit on all files (-> big diff)

[codecov-commenter]

Codecov Report

Merging #63 (c14fcde) into master (33fcf2e) will increase coverage by 0.01%. The diff coverage is 97.32%.

@@            Coverage Diff             @@
##           master      #63      +/-   ##
==========================================
+ Coverage   93.61%   93.63%   +0.01%     
==========================================
  Files          56       56              
  Lines        2633     2735     +102     
==========================================
+ Hits         2465     2561      +96     
- Misses        168      174       +6     

Impacted Files	Coverage Δ
setup.py	0.00% <0.00%> (ø)
src/hcrystalball/utils.py	83.63% <83.33%> (-0.54%)	:arrow_down:
src/hcrystalball/__init__.py	83.33% <100.00%> (ø)
src/hcrystalball/compose/_ts_column_transformer.py	88.46% <100.00%> (+0.22%)	:arrow_up:
src/hcrystalball/ensemble/_simple_ensemble.py	100.00% <100.00%> (ø)
src/hcrystalball/ensemble/_stacking_ensemble.py	96.34% <100.00%> (ø)
...talball/feature_extraction/_holiday_transformer.py	96.36% <100.00%> (+0.06%)	:arrow_up:
...alball/feature_extraction/_seasonal_transformer.py	95.58% <100.00%> (+0.06%)	:arrow_up:
src/hcrystalball/metrics/__init__.py	100.00% <100.00%> (ø)
src/hcrystalball/metrics/_scorer.py	95.00% <100.00%> (+0.08%)	:arrow_up:
... and 39 more

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[pavelkrizek]

@MichalChromcak Thanks. Is there any example of the issue this supposed to solve? I agree that this is difficult to test, but seeing the problem could help to decide whether this feature solves it or not. I'm also not sure why just some wrappers have the hcb_verbose option and others not? Couldn't see it for Sarimax and TBATS...I also think that the output is usually not so big problem when running one wrapper, but rather running a bigger grid with select_model so in order to solve any problem with logging it would be helpful to propagate the flag hcb_verbose to higher-level function i.e. create_gridsearch.