

.. _sphx_glr_tutorials_03_advanced_patheffects_guide.py:


==================
Path effects guide
==================

Defining paths that objects follow on a canvas.

.. py:module:: matplotlib.patheffects


Matplotlib's :mod:`~matplotlib.patheffects` module provides functionality to
apply a multiple draw stage to any Artist which can be rendered via a
:class:`~matplotlib.path.Path`.

Artists which can have a path effect applied to them include :class:`~matplotlib.patches.Patch`,
:class:`~matplotlib.lines.Line2D`, :class:`~matplotlib.collections.Collection` and even
:class:`~matplotlib.text.Text`. Each artist's path effects can be controlled via the
``set_path_effects`` method (:class:`~matplotlib.artist.Artist.set_path_effects`), which takes
an iterable of :class:`AbstractPathEffect` instances.

The simplest path effect is the :class:`Normal` effect, which simply
draws the artist without any effect:



.. code-block:: python


    import matplotlib.pyplot as plt
    import matplotlib.patheffects as path_effects

    fig = plt.figure(figsize=(5, 1.5))
    text = fig.text(0.5, 0.5, 'Hello path effects world!\nThis is the normal '
                              'path effect.\nPretty dull, huh?',
                    ha='center', va='center', size=20)
    text.set_path_effects([path_effects.Normal()])
    plt.show()




.. image:: /tutorials/03_advanced/images/sphx_glr_patheffects_guide_001.png
    :align: center




Whilst the plot doesn't look any different to what you would expect without any path
effects, the drawing of the text now been changed to use the path effects
framework, opening up the possibilities for more interesting examples.

Adding a shadow
---------------

A far more interesting path effect than :class:`Normal` is the
drop-shadow, which we can apply to any of our path based artists. The classes
:class:`SimplePatchShadow` and
:class:`SimpleLineShadow` do precisely this by drawing either a filled
patch or a line patch below the original artist:



.. code-block:: python


    import matplotlib.patheffects as path_effects

    text = plt.text(0.5, 0.5, 'Hello path effects world!',
                    path_effects=[path_effects.withSimplePatchShadow()])

    plt.plot([0, 3, 2, 5], linewidth=5, color='blue',
             path_effects=[path_effects.SimpleLineShadow(),
                           path_effects.Normal()])
    plt.show()




.. image:: /tutorials/03_advanced/images/sphx_glr_patheffects_guide_002.png
    :align: center




Notice the two approaches to setting the path effects in this example. The
first uses the ``with*`` classes to include the desired functionality automatically
followed with the "normal" effect, whereas the latter explicitly defines the two path
effects to draw.

Making an artist stand out
--------------------------

One nice way of making artists visually stand out is to draw an outline in a bold
color below the actual artist. The :class:`Stroke` path effect
makes this a relatively simple task:



.. code-block:: python


    fig = plt.figure(figsize=(7, 1))
    text = fig.text(0.5, 0.5, 'This text stands out because of\n'
                              'its black border.', color='white',
                              ha='center', va='center', size=30)
    text.set_path_effects([path_effects.Stroke(linewidth=3, foreground='black'),
                           path_effects.Normal()])
    plt.show()




.. image:: /tutorials/03_advanced/images/sphx_glr_patheffects_guide_003.png
    :align: center




It is important to note that this effect only works because we have drawn the text
path twice; once with a thick black line, and then once with the original text
path on top.

You may have noticed that the keywords to :class:`Stroke` and
:class:`SimplePatchShadow` and :class:`SimpleLineShadow` are not the usual Artist
keywords (such as ``facecolor`` and ``edgecolor`` etc.). This is because with these
path effects we are operating at lower level of matplotlib. In fact, the keywords
which are accepted are those for a :class:`matplotlib.backend_bases.GraphicsContextBase`
instance, which have been designed for making it easy to create new backends - and not
for its user interface.


Greater control of the path effect artist
-----------------------------------------

As already mentioned, some of the path effects operate at a lower level than most users
will be used to, meaning that setting keywords such as ``facecolor`` and ``edgecolor``
raise an AttributeError. Luckily there is a generic :class:`PathPatchEffect` path effect
which creates a :class:`~matplotlib.patches.PathPatch` class with the original path.
The keywords to this effect are identical to those of :class:`~matplotlib.patches.PathPatch`:



.. code-block:: python


    fig = plt.figure(figsize=(8, 1))
    t = fig.text(0.02, 0.5, 'Hatch shadow', fontsize=75, weight=1000, va='center')
    t.set_path_effects([path_effects.PathPatchEffect(offset=(4, -4), hatch='xxxx',
                                                     facecolor='gray'),
                        path_effects.PathPatchEffect(edgecolor='white', linewidth=1.1,
                                                     facecolor='black')])
    plt.show()




.. image:: /tutorials/03_advanced/images/sphx_glr_patheffects_guide_004.png
    :align: center




..
    Headings for future consideration:

    Implementing a custom path effect
    ---------------------------------

    What is going on under the hood
    --------------------------------


**Total running time of the script:** ( 0 minutes  0.027 seconds)



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