🧹 some necessary maintenance

[jvdd]

• ⬆️ update the tsfresh (dev) dependency, fixing the issue with installing matrixprofile Add matrix profile as an optional import. blue-yonder/tsfresh#985
• 🧹 remove LGTM badge from README.md
• add linting: ruff
• add formatting: black + isort
• add Makefile
• check formatting & linting in CI-CD, resolves 🧹 add formatting & linting checks to CI-CD #79
• 🤝 update CONTRIBUTING.md

[codecov-commenter]

Codecov Report

Merging #80 (c3aa7af) into main (8ac5086) will not change coverage.
The diff coverage is 98.36%.

@@           Coverage Diff           @@
##             main      #80   +/-   ##
=======================================
  Coverage   97.91%   97.91%           
=======================================
  Files          23       23           
  Lines        1245     1245           
=======================================
  Hits         1219     1219           
  Misses         26       26           

Impacted Files	Coverage Δ
tsflex/processing/utils.py	74.19% <50.00%> (ø)
tsflex/__init__.py	100.00% <100.00%> (ø)
tsflex/chunking/__init__.py	100.00% <100.00%> (ø)
tsflex/chunking/chunking.py	98.07% <100.00%> (ø)
tsflex/features/feature.py	97.91% <100.00%> (ø)
tsflex/features/feature_collection.py	99.52% <100.00%> (ø)
tsflex/features/function_wrapper.py	100.00% <100.00%> (ø)
tsflex/features/integrations.py	98.48% <100.00%> (ø)
tsflex/features/logger.py	100.00% <100.00%> (ø)
tsflex/features/segmenter/strided_rolling.py	98.29% <100.00%> (ø)
... and 10 more

📣 We’re building smart automated test selection to slash your CI/CD build times. Learn more

[jvdd]

Ready for review @jonasvdd

[jonasvdd]

FYI @jvdd, the logger was only improved for the seriesprocessor (and thus not the FeatureCollection in #73 )

[jonasvdd]

I will review it this evening! 😄

[jonasvdd]

LGTM! nice cleanup!

[jvdd]

@jonavdd what would you change to the logger of the FeatureCollection?

[jonasvdd]

Maybe also show the duration in %, less mental effort to interpret the timings 😄 ? (as we did in #73)

[jvdd]

Sure will look into it and submit a new PR!