.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "plot_types/gridded/contourf.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_contourf.py>`
        to download the full example code.

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

.. _sphx_glr_plot_types_gridded_contourf.py:


Filled Contour
--------------

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

.. GENERATED FROM PYTHON SOURCE LINES 9-57



.. image-sg:: /plot_types/gridded/images/sphx_glr_contourf_001.png
   :alt: Filled Contour Plot
   :srcset: /plot_types/gridded/images/sphx_glr_contourf_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    import numpy as np
    import matplotlib.pyplot as plt

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


    def main():
        # Create contourf plot

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

        # Create filled contour plot object
        cfp = FilledContourPlot(x, y, z)
        cfp.cmap = 'Greens'

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

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

        plt.show()


    def _getContourfData():
        # Generate test data for contourf plots

        x = np.linspace(-3, 15, 50).reshape(1, -1)
        y = np.linspace(-3, 15, 20).reshape(-1, 1)
        z = np.cos(x)*2 - np.sin(y)*2

        x, y = x.flatten(), y.flatten()

        return x, y, z


    if __name__ == '__main__':
        main()


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

   **Total running time of the script:** (0 minutes 0.095 seconds)


.. _sphx_glr_download_plot_types_gridded_contourf.py:

.. only:: html

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

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

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

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

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


.. only:: html

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

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