docs-archive/apache-airflow-providers-amazon/4.0.0/_sources/_api/airflow/providers/amazon/aws/example_dags/example_sagemaker_endpoint/index.rst.txt

:py:mod:`airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint`
==============================================================================

.. py:module:: airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint


Module Contents
---------------


Functions
~~~~~~~~~

.. autoapisummary::

   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.call_endpoint
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.cleanup



Attributes
~~~~~~~~~~

.. autoapisummary::

   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.PROJECT_NAME
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.TIMESTAMP
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.S3_BUCKET
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.ROLE_ARN
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.INPUT_DATA_S3_KEY
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.TRAINING_OUTPUT_S3_KEY
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.MODEL_NAME
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.ENDPOINT_NAME
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.ENDPOINT_CONFIG_JOB_NAME
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.TRAINING_JOB_NAME
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.TRAIN_DATA
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.SAMPLE_TEST_DATA
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.KNN_IMAGE_URI
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.TRAINING_CONFIG
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.MODEL_CONFIG
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.ENDPOINT_CONFIG_CONFIG
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.DEPLOY_ENDPOINT_CONFIG
   airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.upload_data


.. py:data:: PROJECT_NAME
   :annotation: = iris

   

.. py:data:: TIMESTAMP
   :annotation: = {{ ts_nodash }}

   

.. py:data:: S3_BUCKET
   

   

.. py:data:: ROLE_ARN
   

   

.. py:data:: INPUT_DATA_S3_KEY
   

   

.. py:data:: TRAINING_OUTPUT_S3_KEY
   

   

.. py:data:: MODEL_NAME
   

   

.. py:data:: ENDPOINT_NAME
   

   

.. py:data:: ENDPOINT_CONFIG_JOB_NAME
   

   

.. py:data:: TRAINING_JOB_NAME
   

   

.. py:data:: TRAIN_DATA
   :annotation: = Multiline-String

    .. raw:: html

        <details><summary>Show Value</summary>

    .. code-block:: text
        :linenos:

        0,4.9,2.5,4.5,1.7
        1,7.0,3.2,4.7,1.4
        0,7.3,2.9,6.3,1.8
        2,5.1,3.5,1.4,0.2


    .. raw:: html

        </details>

   

.. py:data:: SAMPLE_TEST_DATA
   :annotation: = 6.4,3.2,4.5,1.5

   

.. py:data:: KNN_IMAGE_URI
   :annotation: = 174872318107.dkr.ecr.us-west-2.amazonaws.com/knn

   

.. py:data:: TRAINING_CONFIG
   

   

.. py:data:: MODEL_CONFIG
   

   

.. py:data:: ENDPOINT_CONFIG_CONFIG
   

   

.. py:data:: DEPLOY_ENDPOINT_CONFIG
   

   

.. py:function:: call_endpoint()


.. py:function:: cleanup()


.. py:data:: upload_data