.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "_auto_examples/matplot_cycler.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download__auto_examples_matplot_cycler.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr__auto_examples_matplot_cycler.py:

Matplotlib Cycler
=====================================

This files shows inconsistencies when using the MatplotLib plotting functions.
:func:`sysplot.get_style` offers a way to fix these issues.

.. GENERATED FROM PYTHON SOURCE LINES 7-85



.. rst-class:: sphx-glr-horizontal


    *

      .. image-sg:: /_auto_examples/images/sphx_glr_matplot_cycler_001.png
         :alt: Plot() and Scatter() use independent cyclers, Stem() does not use a cycler
         :srcset: /_auto_examples/images/sphx_glr_matplot_cycler_001.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /_auto_examples/images/sphx_glr_matplot_cycler_002.png
         :alt: Passing colors means the cycler doesn't advance
         :srcset: /_auto_examples/images/sphx_glr_matplot_cycler_002.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /_auto_examples/images/sphx_glr_matplot_cycler_003.png
         :alt: Specifying color does advance the cycler only for Plot(), Specifying color and linestyle no longer advance the cycler
         :srcset: /_auto_examples/images/sphx_glr_matplot_cycler_003.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /_auto_examples/images/sphx_glr_matplot_cycler_004.png
         :alt: get_style() fixes any inconsistencies
         :srcset: /_auto_examples/images/sphx_glr_matplot_cycler_004.png
         :class: sphx-glr-multi-img





.. code-block:: Python


    # _________________________________________________________
    # Scatter and Plot have different Cyclers

    import numpy as np
    import matplotlib.pyplot as plt

    x = np.arange(10)
    y = np.sin(x)

    fig, axes = plt.subplots(1, 2, figsize=(10, 5))
    axes[0].plot(x, y)
    axes[0].plot(x + 1, y + 1)
    axes[0].scatter(x + 2, y + 2)
    axes[0].scatter(x + 3, y + 3)
    axes[0].set_title("Plot() and Scatter() use independent cyclers")

    axes[1].stem(x, y)
    axes[1].stem(x + 1, y + 1, bottom=1)
    axes[1].set_title("Stem() does not use a cycler")
    plt.show()


    # _________________________________________________________
    # Cycler does not advance with color=


    fig, ax = plt.subplots(1, 1, figsize=(5, 5))
    ax.plot(x, y, color="gray")
    ax.plot(x + 1, y + 1)

    ax.scatter(x + 2, y + 2, color="gray")
    ax.scatter(
        x + 3,
        y + 3,
    )
    ax.set_title("Passing colors means the cycler doesn't advance")

    plt.show()


    # _________________________________________________________
    # Sysplot makes the previos a mess


    import sysplot as ssp  # # noqa: E402

    ssp.apply_config()

    fig, axes = plt.subplots(1, 2, figsize=(10, 5))
    axes[0].plot(x, y, color="gray")
    axes[0].plot(x + 1, y + 1)
    axes[0].scatter(x + 2, y + 2, color="gray")
    axes[0].scatter(x + 3, y + 3)
    axes[0].set_title("Specifying color does advance the cycler only for Plot()")

    axes[1].plot(x, y, color="gray", linestyle=":")
    axes[1].plot(x + 1, y + 1)
    axes[1].scatter(x + 2, y + 2, color="gray", linestyle=":")
    axes[1].scatter(x + 3, y + 3)
    axes[1].set_title("Specifying color and linestyle no longer advance the cycler")
    plt.show()


    # _________________________________________________________
    # get_style() fixes everything


    ssp.apply_config()

    fig, ax = plt.subplots(1, 1, figsize=(5, 5))
    ax.plot(x, y, **ssp.get_style(index=7))
    ax.plot(x + 1, y + 1)

    ax.scatter(x + 2, y + 2, **ssp.get_style(ax=ax))
    ax.scatter(x + 3, y + 3, **ssp.get_style(ax=ax))
    ax.set_title("get_style() fixes any inconsistencies")
    plt.show()


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 0.982 seconds)


.. _sphx_glr_download__auto_examples_matplot_cycler.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: matplot_cycler.ipynb <matplot_cycler.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: matplot_cycler.py <matplot_cycler.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: matplot_cycler.zip <matplot_cycler.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_