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

.. only:: html

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

        Click :ref:`here <sphx_glr_download__examples_jsonpickle_main.py>`
        to download the full example code

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

.. _sphx_glr__examples_jsonpickle_main.py:


01. Basic example
==================

Description

.. GENERATED FROM PYTHON SOURCE LINES 7-62

.. code-block:: default
   :lineno-start: 7

    # Libraries
    import json
    import numpy as np

    # Jsonpickle
    import jsonpickle
    import jsonpickle.ext.numpy as jsonpickle_numpy

    # Configure jsonpickle
    jsonpickle.set_preferred_backend('json')
    jsonpickle_numpy.register_handlers()


    # -------------------
    # Main
    # -------------------
    """
    In order to test whether the jsonpickle encode method saves
    the estimators so they can be retrieved no matter the numpy
    version. Note that previously using pickle old estimators
    could not be loaded because of numpy issues.

    At the moment I have tested using the system (no virtual
    environment) using the following...

        $ py -m pip install numpy==1.18
        $ py main.py
        $ py -m pip install numpy==1.19.1
        $ py main.py

    And it works normally.

    .. todo: Test it through a venvpy28-jsonpickle.
    """

    # Path
    path =  './estimator_00.json'

    # Read
    with open(path) as json_file:
        d = json.load(json_file)

    # Show information
    #print(d['iteration_00'])

    # Show information
    print("\nUsing numpy... <%s>" % np.version.version)

    # Load
    estimator = jsonpickle.decode(d['iteration_00'])

    # Show
    print("\nEstimator loaded. \n   %s" % estimator)
    print("\nPredictions completed. \n   %s" % \
          estimator.predict_proba(np.arange(6).reshape(1,-1)))


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

   **Total running time of the script:** ( 0 minutes  0.000 seconds)


.. _sphx_glr_download__examples_jsonpickle_main.py:


.. only :: html

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



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

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



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

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


.. only:: html

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

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