.. 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 26-40

.. code-block:: default

    from __future__ import annotations

    from gemseo.api import configure_logger
    from gemseo.core.dataset import Dataset
    from gemseo.post.dataset.lines import Lines
    from matplotlib import pyplot as plt
    from numpy import cos
    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 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 56-61

.. code-block:: default

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



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






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

   **Total running time of the script:** ( 0 minutes  0.141 seconds)


.. _sphx_glr_download_examples_dataset_plot_lines.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_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>`_