Fix common issues

[MorrisNein]

Solves following issues:

• 16

• 17

• 53

• 54

• 65

• 66

• 67

[pep8speaks]

Hello @MorrisNein! Thanks for updating this PR. We checked the lines you've touched for PEP 8 issues, and found:

• In the file meta_automl/meta_algorithm/dataset_similarity_assessors/__init__.py:

Line 1:1: F401 '.dataset_similarity_assessor.DatasetSimilarityAssessor' imported but unused Line 2:1: F401 '.model_based_similarity_assessors.KNeighborsSimilarityAssessor' imported but unused Line 2:1: F401 '.model_based_similarity_assessors.ModelBasedSimilarityAssessor' imported but unused

• In the file meta_automl/meta_algorithm/model_advisors/__init__.py:

Line 1:1: F401 'meta_automl.meta_algorithm.model_advisors.model_advisor.DatasetSimilarityModelAdvisor' imported but unused Line 1:1: F401 'meta_automl.meta_algorithm.model_advisors.model_advisor.ModelAdvisor' imported but unused Line 2:1: F401 'meta_automl.meta_algorithm.model_advisors.diverse_model_advisor.DiverseModelAdvisor' imported but unused Line 3:1: F401 'meta_automl.meta_algorithm.model_advisors.surrogate_advisor.SurrogateGNNPipelineAdvisor' imported but unused

Comment last updated at 2023-11-07 14:41:19 UTC

[codecov[bot]]

Codecov Report

Merging #68 (5edec59) into main (069719f) will increase coverage by 0.25%. The diff coverage is 26.97%.

:exclamation: Current head 5edec59 differs from pull request most recent head 4061730. Consider uploading reports for the commit 4061730 to get more accurate results

@@            Coverage Diff             @@
##             main      #68      +/-   ##
==========================================
+ Coverage   28.50%   28.76%   +0.25%     
==========================================
  Files          53       53              
  Lines        2319     2347      +28     
==========================================
+ Hits          661      675      +14     
- Misses       1658     1672      +14     

Files	Coverage Δ
...ta_preparation/datasets_loaders/datasets_loader.py	88.88% <100.00%> (ø)
...tion/datasets_loaders/timeseries_dataset_loader.py	100.00% <100.00%> (ø)
...ion/feature_preprocessors/feature_preprocessors.py	25.00% <100.00%> (+1.74%)	:arrow_up:
...automl/data_preparation/file_system/file_system.py	90.00% <100.00%> (+1.76%)	:arrow_up:
...ration/meta_features_extractors/pymfe_extractor.py	67.81% <100.00%> (-0.37%)	:arrow_down:
meta_automl/data_preparation/evaluated_model.py	0.00% <0.00%> (ø)
...ion/models_loaders/knowledge_base_models_loader.py	0.00% <0.00%> (ø)
...algorithm/dataset_similarity_assessors/__init__.py	0.00% <0.00%> (ø)
...imilarity_assessors/dataset_similarity_assessor.py	0.00% <0.00%> (ø)
...a_automl/meta_algorithm/model_advisors/__init__.py	0.00% <0.00%> (ø)
... and 9 more