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

.. only:: html

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

        Click :ref:`here <sphx_glr_download_examples_dataset_plot_scatter.py>`
        to download the full example code

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

.. _sphx_glr_examples_dataset_plot_scatter.py:


Plot - Scatter
==============

.. GENERATED FROM PYTHON SOURCE LINES 26-39

.. code-block:: default

    from __future__ import annotations

    from gemseo.api import configure_logger
    from gemseo.core.dataset import Dataset
    from gemseo.post.dataset.scatter import Scatter
    from matplotlib import pyplot as plt
    from numpy import linspace
    from numpy import pi
    from numpy import sin

    configure_logger()






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

 .. code-block:: none


    <RootLogger root (INFO)>



.. GENERATED FROM PYTHON SOURCE LINES 40-42

Build a dataset
---------------

.. GENERATED FROM PYTHON SOURCE LINES 42-50

.. code-block:: default

    inputs = linspace(0, 1, 20)[:, None]
    outputs = sin(2 * pi * inputs)
    color = ["b" if abs(output) > 0.5 else "r" for output in outputs]

    dataset = Dataset()
    dataset.add_variable("x", inputs, "inputs")
    dataset.add_variable("y", outputs, "outputs", cache_as_input=False)








.. GENERATED FROM PYTHON SOURCE LINES 51-54

Plot y vs x
-----------
We can use the :class:`.Scatter` plot

.. GENERATED FROM PYTHON SOURCE LINES 54-59

.. code-block:: default

    plot = Scatter(dataset, "x", "y")
    plot.color = color
    plot.execute(show=False, save=False)
    # Workaround for HTML rendering, instead of ``show=True``
    plt.show()



.. image-sg:: /examples/dataset/images/sphx_glr_plot_scatter_001.png
   :alt: plot scatter
   :srcset: /examples/dataset/images/sphx_glr_plot_scatter_001.png
   :class: sphx-glr-single-img






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

   **Total running time of the script:** ( 0 minutes  0.133 seconds)


.. _sphx_glr_download_examples_dataset_plot_scatter.py:

.. only:: html

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


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

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

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

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


.. only:: html

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

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