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

.. only:: html

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

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

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

.. _sphx_glr_plot_types_gridded_gridded.py:


Gridded
-------

Below is an example of how to plot a gridded
plot using EMCPy's plotting method.

.. GENERATED FROM PYTHON SOURCE LINES 9-57



.. image-sg:: /plot_types/gridded/images/sphx_glr_gridded_001.png
   :alt: Gridded Plot
   :srcset: /plot_types/gridded/images/sphx_glr_gridded_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    import numpy as np
    import matplotlib.pyplot as plt
    from scipy.ndimage import gaussian_filter

    from emcpy.plots.plots import GriddedPlot
    from emcpy.plots.create_plots import CreatePlot, CreateFigure


    def main():
        # Create gridded plot

        # Grab sample data
        x, y, z = _getGriddedData()

        # Create gridded object
        gp = GriddedPlot(x, y, z)
        gp.cmap = 'plasma'

        # Create plot object and add features
        plot1 = CreatePlot()
        plot1.plot_layers = [gp]
        plot1.add_xlabel(xlabel='X Axis Label')
        plot1.add_ylabel(ylabel='Y Axis Label')
        plot1.add_title('Gridded Plot')
        plot1.add_colorbar(orientation='vertical')

        # Create figure
        fig = CreateFigure()
        fig.plot_list = [plot1]
        fig.create_figure()

        plt.show()


    def _getGriddedData():
        # Generate test data for gridded data

        x = np.linspace(0, 1, 51)
        y = np.linspace(0, 1, 51)
        r = np.random.RandomState(25)
        z = gaussian_filter(r.random_sample([50, 50]), sigma=5, mode='wrap')

        return x, y, z


    if __name__ == '__main__':
        main()


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

   **Total running time of the script:** (0 minutes 0.075 seconds)


.. _sphx_glr_download_plot_types_gridded_gridded.py:

.. only:: html

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

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

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

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

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


.. only:: html

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

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