author Dmitriy Morozov <>
Sat, 23 Nov 2019 21:29:50 -0800
changeset 294 5810d70ec967
parent 181 1ee6edc17cb6
permissions -rw-r--r--
Get rid of Boost.Signals dependency

.. _triangle-example:

Triangle example

Simple example of a filtered triangle is given in
:sfile:`examples/triangle/triangle.cpp`. Its equivalent in Python appears in
:sfile:`examples/triangle/`, and we describe it next.

.. literalinclude:: ../../examples/triangle/
   :language: python

After the necessary imports, the ``complex`` is setup explicitly as a list of
simplices. Each :class:`Simplex` constructor takes an iterable sequence of
vertices, and optionally a data value.

A filtration ``f`` is initialized using the :class:`Filtration` class, which
takes a list of simplices (or anything iterable) and a comparison that defines
in what order the simplices should come in the filtration. In this case we use
:func:`data_cmp`, which simply compares simplices' :attr:``

:class:`StaticPersistence` is initialized with the filtration, and its method
:meth:`~StaticPersistence.pair_simplices` pairs the simplices of the

    p = StaticPersistence(f)

Subsequently, we iterate over ``p`` to access a representation of each simplex
in the filtration order. We output each simplex, its sign, and its pair. The auxilliary 
``smap = p.make_simplex_map(f)`` remaps the indices of :class:`StaticPersistence` into 
the simplices in the filtration.
Naturally, one could use this to access the
:attr:`` attribute of the simplices to output the actual
persistence diagram, as is done in the :ref:`alpha-shape-example` and the