Decomposer valid frequency logic

[eccabay]

Consolidates all the logic for whether a frequency will work with a given decomposer to the decomposer classes themselves.

[codecov]

Codecov Report

Merging #3811 (9449e2d) into main (46a6564) will increase coverage by 0.1%.
The diff coverage is 100.0%.

@@           Coverage Diff           @@
##            main   #3811     +/-   ##
=======================================
+ Coverage   99.7%   99.7%   +0.1%     
=======================================
  Files        344     344             
  Lines      36116   36123      +7     
=======================================
+ Hits       35979   35986      +7     
  Misses       137     137             

Impacted Files	Coverage Δ
evalml/tests/pipeline_tests/test_pipeline_utils.py	99.8% <ø> (ø)
...omponents/transformers/preprocessing/decomposer.py	99.3% <100.0%> (+0.1%)	⬆️
...nents/transformers/preprocessing/stl_decomposer.py	100.0% <100.0%> (ø)
evalml/pipelines/utils.py	99.6% <100.0%> (-<0.1%)	⬇️

Help us with your feedback. Take ten seconds to tell us how you rate us. Have a feature suggestion? Share it here.

[jeremyliweishih]

very nice

[christopherbunn]

LGTM once edge case mentioned in Frank's comment is addressed.