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crumb: Fact Bases
Explanation of facts and fact bases.
Facts are organized into fact bases. The fact bases are created
automatically as new facts are asserted.
Think of a fact as a simple statement. It has a name and a set of
arguments. The arguments may be:
- proper identifiers don't need quotes: ``Fred`` is the same as ``'Fred'``
- None, True or False
- tuples of any of these (including nested tuples)
- singleton tuples don't require a comma: ``(1)`` is the same as ``(1,)``
Duplicate facts are not allowed. An attempt to assert a fact that already
exists is silently ignored. But note that to be a duplicate, all of the
arguments must be the same too!
Facts are immutable. They may not be changed or retracted. That's why
dictionaries, lists and user-defined objects are not allowed as arguments.
Case Specific Facts
Most facts are case specific facts. This means that they will be deleted
when a reset_ is done to prepare for another run of the inference engine.
Case specific facts are asserted through either::
pyke.assert_(kb_name, fact_name, arguments)
pyke.add_case_specific_fact(kb_name, fact_name, arguments)
They may also be asserted by forward-chaining_ rules.
Universal facts are never deleted, specifically, when a reset_ is done. Add
universal facts by calling::
pyke.add_universal_fact(kb_name, fact_name, arguments)
Typically, all universal facts are added once at `program startup`_.
.. _forward-chaining: ../rules/forward_chaining.html
.. _program startup: ../../using_pyke.html#initializing-pyke
.. _reset: ../../using_pyke.html#setting-up-each-case