Sort By Fuzzy Match

Example

>>> import sys
>>> from io import StringIO

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

>>> # Reset the thesaurus to initial state
>>> from techminer2.thesaurus.user import InitializeThesaurus
>>> InitializeThesaurus(thesaurus_file="demo.the.txt", field="raw_descriptors",
...     root_directory="examples/fintech/", quiet=True).run()

>>> # Creates, configures, an run the sorter
>>> from techminer2.thesaurus.user import SortByFuzzyMatch
>>> (
...     SortByFuzzyMatch(use_colorama=False)
...     .with_thesaurus_file("demo.the.txt")
...     .having_pattern("INTELL")
...     .having_match_threshold(70)
...     .where_root_directory_is("examples/fintech/")
...     .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 : examples/fintech/data/thesaurus/demo.the.txt
       Keys like : INTELL
  Match thresold : 70
  3 matching keys found
  Sorting process completed successfully

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

    ARTIFICIAL_INTELLIGENCE
      ARTIFICIAL_INTELLIGENCE
    INTELLIGENT_ALGORITHMS
      INTELLIGENT_ALGORITHMS
    INTELLIGENT_ROBOTS
      INTELLIGENT_ROBOTS
    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
    A_BLOCKCHAIN_IMPLEMENTATION_STUDY
      A_BLOCKCHAIN_IMPLEMENTATION_STUDY