.. 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 26-37

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








.. GENERATED FROM PYTHON SOURCE LINES 38-40

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

.. GENERATED FROM PYTHON SOURCE LINES 40-49

.. 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 50-53

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

.. GENERATED FROM PYTHON SOURCE LINES 53-57

.. 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>]



.. GENERATED FROM PYTHON SOURCE LINES 58-62

.. tip::

   :class:`.Lines` can use plotly to generate an interactive web-based figure.
   Just set the execution option ``file_format`` to ``"html"``.


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

   **Total running time of the script:** (0 minutes 0.076 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>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_lines.zip <plot_lines.zip>`


.. only:: html

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

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