Sort By Fuzzy Key Match

Example

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

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

>>> # Reset the thesaurus to initial state
>>> CreateThesaurus(thesaurus_file="demo.the.txt", field="raw_descriptors",
...     root_directory="example/", quiet=True).run()

>>> # Creates, configures, an run the sorter
>>> sorter = (
...     SortByFuzzyKeyMatch()
...     .with_thesaurus_file("demo.the.txt")
...     .having_pattern("INTELL")
...     .having_match_threshold(70)
...     .where_root_directory_is("example/")
... )
>>> sorter.run()

>>> # Capture and print stderr output to test the code using doctest
>>> output = sys.stderr.getvalue()
>>> sys.stderr = original_stderr
>>> print(output)
Sorting thesaurus by fuzzy match
            File : example/thesaurus/demo.the.txt
       Keys like : INTELL
  Match thresold : 70
  3 matching keys found
  Thesaurus sorting completed successfully

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

    ARTIFICIAL_INTELLIGENCE
      ARTIFICIAL_INTELLIGENCE
    INTELLIGENT_ALGORITHMS
      INTELLIGENT_ALGORITHMS
    INTELLIGENT_ROBOTS
      INTELLIGENT_ROBOTS
    A_A_)_THEORY
      A_A_)_THEORY
    A_A_THEORY
      A_A_THEORY
    A_BASIC_RANDOM_SAMPLING_STRATEGY
      A_BASIC_RANDOM_SAMPLING_STRATEGY
    A_BEHAVIOURAL_PERSPECTIVE
      A_BEHAVIOURAL_PERSPECTIVE
    A_BETTER_UNDERSTANDING
      A_BETTER_UNDERSTANDING