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

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_examples_dataset_visualization_plot_lines.py>`
        to download the full example code

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

.. _sphx_glr_examples_dataset_visualization_plot_lines.py:


Lines
=====

.. GENERATED FROM PYTHON SOURCE LINES 26-41

.. code-block:: Python


    from __future__ import annotations

    from numpy import cos
    from numpy import linspace
    from numpy import pi
    from numpy import sin

    from gemseo import configure_logger
    from gemseo.datasets.dataset import Dataset
    from gemseo.post.dataset.lines import Lines

    configure_logger()






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

 .. code-block:: none


    <RootLogger root (INFO)>



.. GENERATED FROM PYTHON SOURCE LINES 42-44

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

.. GENERATED FROM PYTHON SOURCE LINES 44-53

.. code-block:: Python

    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")
    dataset.add_variable("y2", outputs_2, "outputs")








.. GENERATED FROM PYTHON SOURCE LINES 54-57

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

.. GENERATED FROM PYTHON SOURCE LINES 57-60

.. code-block:: Python

    plot = Lines(dataset, variables=["y1", "y2"])
    plot.linestyle = ["--", "-"]
    plot.execute(save=False, show=True)



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


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

 .. code-block:: none


    [<Figure size 640x480 with 1 Axes>]




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

   **Total running time of the script:** (0 minutes 0.151 seconds)


.. _sphx_glr_download_examples_dataset_visualization_plot_lines.py:

.. only:: html

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

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

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

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

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


.. only:: html

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

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