Sort by Fuzzy Match

Example

>>> import sys
>>> from io import StringIO
>>> from techminer2.thesaurus.system.descriptors import SortByFuzzyMatch

>>> # Redirecting stderr to avoid messages
>>> original_stderr = sys.stderr
>>> sys.stderr = StringIO()

>>> # Configure and run the sorter
>>> (
...     SortByFuzzyMatch(use_colorama=False)
...     .having_pattern("INFORM")
...     .having_match_threshold(50)
...     .run()
... )

>>> # Capture and print stderr output
>>> output = sys.stderr.getvalue()
>>> sys.stderr = original_stderr
>>> print(output)  
Sorting thesaurus by fuzzy match...
            File : /Volumes/GitHub/techminer2/techminer2/package_data/thesaurus/system/descriptors.the.txt
       Keys like : INFORM
  Match thresold : 50
  5 matching keys found
  Sorting process completed successfully

Printing thesaurus header
  File : /Volumes/GitHub/techminer2/techminer2/package_data/thesaurus/system/descriptors.the.txt

    BI_LSTM_TRANSFORMER
      BILSTM_TRANSFORMER_MODELS; BILSTM_TRANSFORMER_MODEL
    MULTI_TRANSFORMER
      MULTI_TRANSFORMER_MODELS; MULTI_TRANSFORMER_MODEL
    SYNTHESIZER_TRANSFORMER
      SYNTHESIZER_TRANSFORMER_MODELS; SYNTHESIZER_TRANSFORMER_MODEL
    TEMPORAL_FUSION_TRANSFORMER
      TEMPORAL_FUSION_TRANSFORMER_METHODS; TEMPORAL_FUSION_TRANSFORMER_METHOD
    TRANSFORMER_NETWORK
      TRANSFORMER_NETWORK_ARCHITECTURE
    *ARTICLE*
      ACADEMIC_ARTICLE; ACADEMIC_ARTICLES; ARTICLE; ARTICLES
    *AUTHOR*
      AUTHOR; AUTHORS
    *BIBLIOMETRICS*
      BIBLIOMETRIC; BIBLIOMETRICS