.. only:: html

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

        Click :ref:`here <sphx_glr_download_auto_reliability_sensitivity_design_of_experiments_plot_plot_design.py>`     to download the full example code
    .. rst-class:: sphx-glr-example-title

    .. _sphx_glr_auto_reliability_sensitivity_design_of_experiments_plot_plot_design.py:


The PlotDesign method
=====================

The goal of this example is to present the features of the PlotDesign static method. 

Distribution
------------


.. code-block:: default

    import openturns as ot
    import openturns.viewer as otv
    import pylab as pl
    import openturns.viewer as viewer
    from matplotlib import pylab as plt
    ot.Log.Show(ot.Log.NONE)








In two dimensions
-----------------


.. code-block:: default

    dim = 2
    X = [ot.Uniform()] * dim
    distribution = ot.ComposedDistribution(X)









.. code-block:: default

    sampleSize = 10
    sample = distribution.getSample(sampleSize)








With default parameters the bounds are computed from the sample. 


.. code-block:: default

    fig = otv.PlotDesign(sample);




.. image:: /auto_reliability_sensitivity/design_of_experiments/images/sphx_glr_plot_plot_design_001.png
    :alt: plot plot design
    :class: sphx-glr-single-img





Set the bounds.


.. code-block:: default

    bounds = distribution.getRange()









.. code-block:: default

    fig = otv.PlotDesign(sample, bounds);




.. image:: /auto_reliability_sensitivity/design_of_experiments/images/sphx_glr_plot_plot_design_002.png
    :alt: plot plot design
    :class: sphx-glr-single-img





Configure the size of the plot. 


.. code-block:: default

    fig = otv.PlotDesign(sample)
    fig.set_size_inches(10, 10)




.. image:: /auto_reliability_sensitivity/design_of_experiments/images/sphx_glr_plot_plot_design_003.png
    :alt: plot plot design
    :class: sphx-glr-single-img





Configure the number of subdivisions in each direction. 


.. code-block:: default

    fig = otv.PlotDesign(sample, subdivisions = [10, 5]);




.. image:: /auto_reliability_sensitivity/design_of_experiments/images/sphx_glr_plot_plot_design_004.png
    :alt: plot plot design
    :class: sphx-glr-single-img





Disable the ticks. 


.. code-block:: default

    fig = otv.PlotDesign(sample, enableTicks = False);




.. image:: /auto_reliability_sensitivity/design_of_experiments/images/sphx_glr_plot_plot_design_005.png
    :alt: plot plot design
    :class: sphx-glr-single-img





Configure the marker. 


.. code-block:: default

    fig = otv.PlotDesign(sample, plot_kw = 
                   {"marker":'.', "color": "red"});




.. image:: /auto_reliability_sensitivity/design_of_experiments/images/sphx_glr_plot_plot_design_006.png
    :alt: plot plot design
    :class: sphx-glr-single-img





Create the figure beforehand.


.. code-block:: default

    import matplotlib.pyplot as plt
    fig = plt.figure()
    fig.suptitle("My suptitle")
    fig = otv.PlotDesign(sample, figure = fig);




.. image:: /auto_reliability_sensitivity/design_of_experiments/images/sphx_glr_plot_plot_design_007.png
    :alt: My suptitle
    :class: sphx-glr-single-img





In three dimensions
-------------------


.. code-block:: default

    dim = 3
    X = [ot.Uniform()] * dim
    distribution = ot.ComposedDistribution(X)









.. code-block:: default

    sampleSize = 10
    sample = distribution.getSample(sampleSize)









.. code-block:: default

    fig = otv.PlotDesign(sample);
    fig.set_size_inches(10, 10)




.. image:: /auto_reliability_sensitivity/design_of_experiments/images/sphx_glr_plot_plot_design_008.png
    :alt: plot plot design
    :class: sphx-glr-single-img





Configure the number of subdivisions. 


.. code-block:: default

    fig = otv.PlotDesign(sample, subdivisions = [12, 6, 3]);
    fig.set_size_inches(10, 10)




.. image:: /auto_reliability_sensitivity/design_of_experiments/images/sphx_glr_plot_plot_design_009.png
    :alt: plot plot design
    :class: sphx-glr-single-img





Configure the bounds. 


.. code-block:: default

    bounds = distribution.getRange()
    fig = otv.PlotDesign(sample, bounds);
    fig.set_size_inches(10, 10)




.. image:: /auto_reliability_sensitivity/design_of_experiments/images/sphx_glr_plot_plot_design_010.png
    :alt: plot plot design
    :class: sphx-glr-single-img






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

   **Total running time of the script:** ( 0 minutes  1.536 seconds)


.. _sphx_glr_download_auto_reliability_sensitivity_design_of_experiments_plot_plot_design.py:


.. only :: html

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



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

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



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

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


.. only:: html

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

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