Sort by Fuzzy Match

Example

>>> import sys
>>> from io import StringIO
>>> from techminer2.thesaurus.descriptors import InitializeThesaurus, SortByFuzzyMatch

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

>>> # Create the thesaurus
>>> InitializeThesaurus(root_directory="examples/fintech/", quiet=True).run()

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

>>> # Capture and print stderr output
>>> output = sys.stderr.getvalue()
>>> sys.stderr = original_stderr
>>> print(output) 
Sorting thesaurus by fuzzy match...
            File : examples/fintech/data/thesaurus/descriptors.the.txt
       Keys like : INFORM
  Match thresold : 50
  81 matching keys found
  Sorting process completed successfully

Printing thesaurus header
  File : examples/fintech/data/thesaurus/descriptors.the.txt

    A_DISINTERMEDIATION_FORCE
      A_DISINTERMEDIATION_FORCE
    A_FIRM
      A_FIRM
    A_FORM
      A_FORM
    A_NEW_INTERMEDIARY
      A_NEW_INTERMEDIARY
    A_PLATFORM
      A_PLATFORM
    BUSINESS_INFRASTRUCTURES
      BUSINESS_INFRASTRUCTURES
    BUT_THE_FINANCIAL_REGULATORY_REFORMS
      BUT_THE_FINANCIAL_REGULATORY_REFORMS
    CHANGE_FINANCIAL_INTERMEDIATION_STRUCTURES
      CHANGE_FINANCIAL_INTERMEDIATION_STRUCTURES