.. _f-dummyapplications:

module ``testing.dummy_applications``
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Short summary
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module ``lightmlrestapi.testing.dummy_applications``

Machine Learning Post request


:githublink:`%|py|5`






Functions
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+-------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| function                                                                                                                | truncated documentation                                                                                                                                                                           |
+=========================================================================================================================+===================================================================================================================================================================================================+
| :func:`_distance_img <lightmlrestapi.testing.dummy_applications._distance_img>`                                         | Computes the distance between two images. The function uses :epkg:`Pillow`.                                                                                                                       |
+-------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`_distance_img_b64 <lightmlrestapi.testing.dummy_applications._distance_img_b64>`                                 | Calls :func:`_distance_img` on an image encoded with :epkg:`*pyf:base64`.                                                                                                                         |
+-------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`dummy_application <lightmlrestapi.testing.dummy_applications.dummy_application>`                                 | Defines a dummy application using this API. It returns a score produced by a model trained on `Iris datasets <http://scikit-learn.org/stable/auto_examples/datasets/plot_iris_dataset.html>`_ ... |
+-------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`dummy_application_auth <lightmlrestapi.testing.dummy_applications.dummy_application_auth>`                       | Defines a dummy application using this API including authentification. It returns a score produced by a model trained ...                                                                         |
+-------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`dummy_application_fct <lightmlrestapi.testing.dummy_applications.dummy_application_fct>`                         | Defines an application as defined in the tutorial :ref:`l-dummy-function-application`.                                                                                                            |
+-------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`dummy_application_image <lightmlrestapi.testing.dummy_applications.dummy_application_image>`                     | Defines a dummy application using this API and processing one image. The API ingests an image, resizes it to 224x224 ...                                                                          |
+-------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`dummy_application_neighbors <lightmlrestapi.testing.dummy_applications.dummy_application_neighbors>`             | Defines a dummy application using this API. It returns a list of neighbors with a score on `Iris datasets <http://scikit-learn.org/stable/auto_examples/datasets/plot_iris_dataset.html>`_. ...   |
+-------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`dummy_application_neighbors_image <lightmlrestapi.testing.dummy_applications.dummy_application_neighbors_image>` | Defines a dummy application using this API. It returns a list of one neighbor for an image and metadata (random). ...                                                                             |
+-------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`dummy_mlstorage <lightmlrestapi.testing.dummy_applications.dummy_mlstorage>`                                     | Defines a dummy application using this API. It stores a model and it returns a score produced by a model trained ...                                                                              |
+-------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+








Documentation
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.. automodule:: lightmlrestapi.testing.dummy_applications
    :members:
    :special-members: __init__
    :show-inheritance: