.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_tutorials/1D_datasets/plot_0_1D.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_auto_tutorials_1D_datasets_plot_0_1D.py>`
        to download the full example code

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

.. _sphx_glr_auto_tutorials_1D_datasets_plot_0_1D.py:


1D{1} datasets
--------------

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In the following example, we illustrate how one can covert a Numpy array into
a CSDM object. Start by importing the Numpy and csdmpy libraries.

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.. code-block:: Python

    import matplotlib.pyplot as plt
    import numpy as np

    import csdmpy as cp








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Let's generate a 1D NumPy array of as our dataset.

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.. code-block:: Python

    test_data = np.zeros(500)
    test_data[250] = 1








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Create a DependentVariable object from the numpy object

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.. code-block:: Python

    dv = cp.as_dependent_variable(test_data, unit="%")








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Create the corresponding dimensions object. Here, we create a LinearDimension object

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.. code-block:: Python

    dim = cp.LinearDimension(count=500, increment="1 m")








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Creating the CSDM object.

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.. code-block:: Python

    csdm_object = cp.CSDM(dependent_variables=[dv], dimensions=[dim])








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Plot of the dataset.

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.. code-block:: Python

    plt.figure(figsize=(5, 3.5))
    ax = plt.subplot(projection="csdm")
    ax.plot(csdm_object)
    plt.tight_layout()
    plt.show()




.. image-sg:: /auto_tutorials/1D_datasets/images/sphx_glr_plot_0_1D_001.png
   :alt: plot 0 1D
   :srcset: /auto_tutorials/1D_datasets/images/sphx_glr_plot_0_1D_001.png
   :class: sphx-glr-single-img





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To serialize the file, use the save method.

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.. code-block:: Python

    csdm_object.save("1D_1_dataset.csdf")








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

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


.. _sphx_glr_download_auto_tutorials_1D_datasets_plot_0_1D.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: plot_0_1D.ipynb <plot_0_1D.ipynb>`

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

      :download:`Download Python source code: plot_0_1D.py <plot_0_1D.py>`


.. only:: html

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

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