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

.. only:: html

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

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

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

.. _sphx_glr_examples_dataset_plot_lines.py:


Plot - Lines
============

.. GENERATED FROM PYTHON SOURCE LINES 28-40

.. code-block:: default

    from __future__ import division, unicode_literals

    from matplotlib import pyplot as plt
    from numpy import cos, linspace, pi, sin

    from gemseo.api import configure_logger
    from gemseo.core.dataset import Dataset
    from gemseo.post.dataset.lines import Lines

    configure_logger()






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

 Out:

 .. code-block:: none


    <RootLogger root (INFO)>



.. GENERATED FROM PYTHON SOURCE LINES 41-43

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

.. GENERATED FROM PYTHON SOURCE LINES 43-52

.. code-block:: default

    inputs = linspace(0, 1, 10)[:, None]
    outputs_1 = sin(2 * pi * inputs)
    outputs_2 = cos(2 * pi * inputs)

    dataset = Dataset()
    dataset.add_variable("x", inputs, "inputs")
    dataset.add_variable("y1", outputs_1, "outputs", cache_as_input=False)
    dataset.add_variable("y2", outputs_2, "outputs", cache_as_input=False)








.. GENERATED FROM PYTHON SOURCE LINES 53-56

Plot y1 and y2
--------------
We can use the :class:`.Lines` plot.

.. GENERATED FROM PYTHON SOURCE LINES 56-60

.. code-block:: default

    plot = Lines(dataset)
    plot.execute(save=False, show=False, variables=["y1", "y2"])
    # Workaround for HTML rendering, instead of ``show=True``
    plt.show()



.. image:: /examples/dataset/images/sphx_glr_plot_lines_001.png
    :alt: plot lines
    :class: sphx-glr-single-img






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

   **Total running time of the script:** ( 0 minutes  0.187 seconds)


.. _sphx_glr_download_examples_dataset_plot_lines.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_lines.py <plot_lines.py>`



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

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


.. only:: html

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

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