Sort by Fuzzy Key Match

Example

>>> import sys
>>> from io import StringIO
>>> from techminer2.thesaurus.organizations import CreateThesaurus, SortByFuzzyKeyMatch

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

>>> # Create thesaurus
>>> CreateThesaurus(root_directory="example/", quiet=True).run()

>>> # Create and run the sorter
>>> sorter = (
...     SortByFuzzyKeyMatch()
...     #
...     # THESAURUS:
...     .having_pattern("Texas")
...     .having_match_threshold(70)
...     #
...     # DATABASE:
...     .where_root_directory_is("example/")
... )
>>> sorter.run()

>>> # Capture and print stderr output
>>> output = sys.stderr.getvalue()
>>> sys.stderr = original_stderr
>>> print(output)
Reducing thesaurus keys
  File : example/thesaurus/organizations.the.txt
  Keys reduced from 90 to 90
  Keys reduction completed successfully

Sorting thesaurus by fuzzy match
            File : example/thesaurus/organizations.the.txt
       Keys like : Texas
  Match thresold : 70
  3 matching keys found
  Thesaurus sorting completed successfully

Printing thesaurus header
  File : example/thesaurus/organizations.the.txt

    Texas AandM Univ Sch of Law (USA)
      Texas AandM University School of Law, United States
    Univ of North Texas (USA)
      Department of Information Technology & Decision Sciences, University of N...
    Univ of Texas at Austin (USA)
      McCombs School of Business, University of Texas at Austin, United States
    [UKN] Brussels, Belgium (BEL)
      Brussels, Belgium
    [UKN] CESifo, Poschingerstr. 5, Munich, 81679, Germany (DEU)
      CESifo, Poschingerstr. 5, Munich, 81679, Germany
    [UKN] FinTech HK, Hong Kong (HKG)
      FinTech HK, Hong Kong
    [UKN] Hochschule für Wirtschaft Fribourg, Switzerland (CHE)
      Hochschule für Wirtschaft Fribourg, Switzerland
    [UKN] Information Technol, Univeril, Germany (DEU)
      Information Technology, Univeril, Germany