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

.. only:: html

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

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

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

.. _sphx_glr_gen_examples_output_parsing_plot_objectives_dv.py:


Show Objectives and Design variables
=====================

Plot the 3D geometry of wedges and end-spacers

Download Input files

* :download:`dipole_2d.data <../../../../../examples/input_files/dipole_iron_trans_opt.data>`
* :download:`dipole_2d.post.xml <../../../../../examples/input_files/dipole_iron_trans_opt.post.xml>`

.. GENERATED FROM PYTHON SOURCE LINES 14-18

Setting up
----------
Standard Loading of input, Parsing and Initializing RoxiePlotOutputs object


.. GENERATED FROM PYTHON SOURCE LINES 18-25

.. code-block:: Python

    from roxieapi.output.plots import RoxiePlotOutputs

    plots = RoxiePlotOutputs(
        "../input_files/dipole_iron_trans_opt.post.xml",
        "../input_files/dipole_iron_trans_opt.data",
    )








.. GENERATED FROM PYTHON SOURCE LINES 26-28

Show Design variables
---------------------

.. GENERATED FROM PYTHON SOURCE LINES 28-34

.. code-block:: Python


    for idx, opt in plots.output.opt.items():
        print(f"Optimization step nr {idx}:")
        plots.output_design_variables(1)






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

 .. code-block:: none

    Optimization step nr 1:
       nr  value name  act_on blocks
    0   1   20.0  PHI       2    [2]
    1   2   45.0  PHI       2    [5]
    2   3   64.0  PHI       2    [6]
    Optimization step nr 2:
       nr  value name  act_on blocks
    0   1   20.0  PHI       2    [2]
    1   2   45.0  PHI       2    [5]
    2   3   64.0  PHI       2    [6]
    Optimization step nr 3:
       nr  value name  act_on blocks
    0   1   20.0  PHI       2    [2]
    1   2   45.0  PHI       2    [5]
    2   3   64.0  PHI       2    [6]
    Optimization step nr 4:
       nr  value name  act_on blocks
    0   1   20.0  PHI       2    [2]
    1   2   45.0  PHI       2    [5]
    2   3   64.0  PHI       2    [6]
    Optimization step nr 5:
       nr  value name  act_on blocks
    0   1   20.0  PHI       2    [2]
    1   2   45.0  PHI       2    [5]
    2   3   64.0  PHI       2    [6]
    Optimization step nr 6:
       nr  value name  act_on blocks
    0   1   20.0  PHI       2    [2]
    1   2   45.0  PHI       2    [5]
    2   3   64.0  PHI       2    [6]
    Optimization step nr 7:
       nr  value name  act_on blocks
    0   1   20.0  PHI       2    [2]
    1   2   45.0  PHI       2    [5]
    2   3   64.0  PHI       2    [6]
    Optimization step nr 8:
       nr  value name  act_on blocks
    0   1   20.0  PHI       2    [2]
    1   2   45.0  PHI       2    [5]
    2   3   64.0  PHI       2    [6]




.. GENERATED FROM PYTHON SOURCE LINES 35-37

Show Objectives
---------------

.. GENERATED FROM PYTHON SOURCE LINES 37-40

.. code-block:: Python


    plots.output_objective_results(1)





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

 .. code-block:: none

       nr        value  raw_value obj_name  obj_p1  obj_p2
    0   1   903.204871  30.053367        B       3       1
    1   2  1162.823638 -15.250073        B       5       1
    2   3    95.603448   3.091981        B       7       1




.. GENERATED FROM PYTHON SOURCE LINES 41-43

Retreive tables as pandas Dataframe
-----------------------------------

.. GENERATED FROM PYTHON SOURCE LINES 43-51

.. code-block:: Python

    output = plots.output
    input = plots.input

    dv = plots.tables.print_design_variables(output.opt[1].designVariables, input.design)
    obj = plots.tables.print_objective_results(
        output.opt[1].objectiveResults, input.objective
    )








.. GENERATED FROM PYTHON SOURCE LINES 52-54

Design variable table
^^^^^^^^^^^^^^^^^^^^^

.. GENERATED FROM PYTHON SOURCE LINES 54-56

.. code-block:: Python

    dv






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div>
    <style scoped>
        .dataframe tbody tr th:only-of-type {
            vertical-align: middle;
        }

        .dataframe tbody tr th {
            vertical-align: top;
        }

        .dataframe thead th {
            text-align: right;
        }
    </style>
    <table border="1" class="dataframe">
      <thead>
        <tr style="text-align: right;">
          <th></th>
          <th>nr</th>
          <th>value</th>
          <th>name</th>
          <th>act_on</th>
          <th>blocks</th>
        </tr>
      </thead>
      <tbody>
        <tr>
          <th>0</th>
          <td>1</td>
          <td>20.0</td>
          <td>PHI</td>
          <td>2</td>
          <td>[2]</td>
        </tr>
        <tr>
          <th>1</th>
          <td>2</td>
          <td>45.0</td>
          <td>PHI</td>
          <td>2</td>
          <td>[5]</td>
        </tr>
        <tr>
          <th>2</th>
          <td>3</td>
          <td>64.0</td>
          <td>PHI</td>
          <td>2</td>
          <td>[6]</td>
        </tr>
      </tbody>
    </table>
    </div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 57-59

Objectives table
^^^^^^^^^^^^^^^^

.. GENERATED FROM PYTHON SOURCE LINES 59-60

.. code-block:: Python

    obj





.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div>
    <style scoped>
        .dataframe tbody tr th:only-of-type {
            vertical-align: middle;
        }

        .dataframe tbody tr th {
            vertical-align: top;
        }

        .dataframe thead th {
            text-align: right;
        }
    </style>
    <table border="1" class="dataframe">
      <thead>
        <tr style="text-align: right;">
          <th></th>
          <th>nr</th>
          <th>value</th>
          <th>raw_value</th>
          <th>obj_name</th>
          <th>obj_p1</th>
          <th>obj_p2</th>
        </tr>
      </thead>
      <tbody>
        <tr>
          <th>0</th>
          <td>1</td>
          <td>903.204871</td>
          <td>30.053367</td>
          <td>B</td>
          <td>3</td>
          <td>1</td>
        </tr>
        <tr>
          <th>1</th>
          <td>2</td>
          <td>1162.823638</td>
          <td>-15.250073</td>
          <td>B</td>
          <td>5</td>
          <td>1</td>
        </tr>
        <tr>
          <th>2</th>
          <td>3</td>
          <td>95.603448</td>
          <td>3.091981</td>
          <td>B</td>
          <td>7</td>
          <td>1</td>
        </tr>
      </tbody>
    </table>
    </div>
    </div>
    <br />
    <br />


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

   **Total running time of the script:** (0 minutes 1.267 seconds)


.. _sphx_glr_download_gen_examples_output_parsing_plot_objectives_dv.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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