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

.. only:: html

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

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

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

.. _sphx_glr_examples_plotting_subplots.py:


========
Subplots
========

This example shows how to place different plots in the same figure using orix' various
:mod:`plot types <orix.plot>`, which extend Matplotlib's plot types.

By first creating a blank figure and then using
:meth:`~matplotlib.figure.Figure.add_subplot` to add various orix plot types, we build
up a figure with two rows and two columns showing separate inverse pole figure Z (IPF-Z)
maps of two phases, a pole density function (PDF), and a discrete pole figure (PF).

.. GENERATED FROM PYTHON SOURCE LINES 14-72



.. image-sg:: /examples/plotting/images/sphx_glr_subplots_001.png
   :alt: Austenite IPF-Z, Austenite $\left<111\right>$ PDF, Ferrite IPF-Z w/score overlay, Ferrite $\left<111\right>$ PF
   :srcset: /examples/plotting/images/sphx_glr_subplots_001.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    Phase   Orientations       Name  Space group  Point group  Proper point group       Color
        1   5657 (48.4%)  austenite         None          432                 432    tab:blue
        2   6043 (51.6%)    ferrite         None          432                 432  tab:orange
    Properties: iq, dp
    Scan unit: um






|

.. code-block:: Python


    import matplotlib.pyplot as plt

    from orix import data, plot
    from orix.vector import Miller

    xmap = data.sdss_ferrite_austenite(allow_download=True)
    print(xmap)

    pg_m3m = xmap.phases[1].point_group.laue
    O_au = xmap["austenite"].orientations
    O_fe = xmap["ferrite"].orientations

    # Orientation colors
    ckey_m3m = plot.IPFColorKeyTSL(pg_m3m)
    rgb_au = ckey_m3m.orientation2color(O_au)
    rgb_fe = ckey_m3m.orientation2color(O_fe)

    # Austenite <111> poles in the sample reference frame
    t_au = Miller(uvw=[1, 1, 1], phase=xmap.phases["austenite"]).symmetrise(unique=True)
    t_au_all = O_au.inv().outer(t_au)

    # Ferrite <111> poles in the sample reference frame
    t_fe = Miller(uvw=[1, 1, 1], phase=xmap.phases["ferrite"]).symmetrise(unique=True)
    t_fe_all = O_fe.inv().outer(t_fe)

    # Create figure
    fig = plt.figure(figsize=(8, 8))

    ax0 = fig.add_subplot(221, projection="plot_map")
    ax0.plot_map(xmap["austenite"], rgb_au)
    ax0.set_title("Austenite IPF-Z")
    ax0.remove_padding()

    ax1 = fig.add_subplot(222, projection="stereographic")
    ax1.pole_density_function(t_au_all)
    ax1.set_labels("X", "Y", None)
    ax1.set_title(r"Austenite $\left<111\right>$ PDF")

    ax2 = fig.add_subplot(223, projection="plot_map")
    ax2.plot_map(xmap["ferrite"], rgb_fe)
    ax2.add_overlay(xmap["ferrite"], xmap["ferrite"].dp)
    ax2.set_title("Ferrite IPF-Z w/score overlay")
    ax2.remove_padding()

    ax3 = fig.add_subplot(224, projection="stereographic")
    ax3.scatter(t_fe_all)
    ax3.set_labels("X", "Y", None)
    ax3.set_title(r"Ferrite $\left<111\right>$ PF")

    # Place the IPF color key carefully in the center over the other figures
    ax_ckey = fig.add_axes(
        [0.45, 0.5, 0.1, 0.1], projection="ipf", symmetry=pg_m3m, zorder=2
    )
    ax_ckey.plot_ipf_color_key(show_title=False)
    ax_ckey.patch.set_facecolor("None")

    fig.subplots_adjust(hspace=0, wspace=0.1)


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

   **Total running time of the script:** (0 minutes 1.932 seconds)

**Estimated memory usage:**  135 MB


.. _sphx_glr_download_examples_plotting_subplots.py:

.. only:: html

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

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

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

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

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


.. only:: html

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

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