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

.. only:: html

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

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

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

.. _sphx_glr_source_auto_examples_qc_plot_dqr_qc.py:


Query the ARM DQR webservice
----------------------------

Simple example for querying the ARM DQR webservice
and plotting up the results

Author: Adam Theisen

.. GENERATED FROM PYTHON SOURCE LINES 10-39



.. image-sg:: /source/auto_examples/qc/images/sphx_glr_plot_dqr_qc_001.png
   :alt: maraosmetM1.a1 temperature_ambient on 20180201
   :srcset: /source/auto_examples/qc/images/sphx_glr_plot_dqr_qc_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    from arm_test_data import DATASETS
    from matplotlib import pyplot as plt

    import act

    # Read in sample AOSMET data
    filename_aosmet = DATASETS.fetch('maraosmetM1.a1.20180201.000000.nc')
    ds = act.io.arm.read_arm_netcdf(filename_aosmet)

    # Query DQR webservice for a specific variable
    # As can be seen in the "Plotting QC Flags" example
    # a call to obj.clean.cleanup() would normally be needed
    # in order to plot up ARM's QC information.  In this case
    # the call to add DQRs to the QC automatically applies that
    # cleanup so you don't have to.
    variable = 'temperature_ambient'
    ds = act.qc.arm.add_dqr_to_qc(ds, variable=variable)

    # Plot data
    # Creat Plot Display
    display = act.plotting.TimeSeriesDisplay(ds, figsize=(15, 10), subplot_shape=(2,))

    # Plot temperature data in top plot
    display.plot(variable, subplot_index=(0,))

    # Plot QC data
    display.qc_flag_block_plot(variable, subplot_index=(1,))
    plt.show()


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

   **Total running time of the script:** (0 minutes 0.289 seconds)


.. _sphx_glr_download_source_auto_examples_qc_plot_dqr_qc.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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