ontolearn.incomplete_kb
=======================

.. py:module:: ontolearn.incomplete_kb


Functions
---------

.. autoapisummary::

   ontolearn.incomplete_kb.make_kb_incomplete_ass
   ontolearn.incomplete_kb.make_kb_incomplete
   ontolearn.incomplete_kb.make_kb_inconsistent


Module Contents
---------------

.. py:function:: make_kb_incomplete_ass(kb_path, output_path, rate, seed)

   Makes the knowledge base incomplete by removing a certain percentage of statements (triples).

   Inputs:
   ---------------

   kb_path: Path to the input knowledge base.
   output_path: Path to save the modified (incomplete) knowledge base.
   rate: Percentage of statements to remove (0-100).
   seed: random seed for reproducibility.

   Output:
   ---------------

   Incomplete KB at level rate %


.. py:function:: make_kb_incomplete(kb_path, output_path, rate, seed) -> Set[str]

   Makes the knowledge base incomplete by removing a certain percentage of individuals.


   Inputs:
   ---------------

   kb_path: Path to the input knowledge base.
   output_path: Path to save the modified (incomplete) knowledge base.
   rate: Percentage of individuals to remove (0-100).
   seed: random seed for reproducibility.

   Output:
   ---------------

   Incomplete KB at level rate %


.. py:function:: make_kb_inconsistent(kb_path, output_path, rate, seed, max_attempts=100)

   This function makes the knowledge base (KB) inconsistent by introducing incorrect statements.

   Parameters:
   kb_path (str): Path to the original OWL ontology file.
   output_path (str): Path to save the inconsistent ontology file.
   rate (float): Percentage of incorrect statements to introduce (0-100).
   seed (int): Seed for reproducibility.
   max_attempts (int): Maximum attempts to find a valid incorrect statement.