| :py:mod:`airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint` |
| ============================================================================== |
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| .. py:module:: airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint |
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| Module Contents |
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| Functions |
| ~~~~~~~~~ |
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| .. autoapisummary:: |
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| airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.call_endpoint |
| airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.cleanup |
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| Attributes |
| ~~~~~~~~~~ |
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| .. autoapisummary:: |
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| 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 |
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| .. py:data:: PROJECT_NAME |
| :annotation: = iris |
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| .. py:data:: TIMESTAMP |
| :annotation: = {{ ts_nodash }} |
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| .. py:data:: S3_BUCKET |
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| .. py:data:: ROLE_ARN |
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| .. py:data:: INPUT_DATA_S3_KEY |
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| .. py:data:: TRAINING_OUTPUT_S3_KEY |
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| .. py:data:: MODEL_NAME |
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| .. py:data:: ENDPOINT_NAME |
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| .. py:data:: ENDPOINT_CONFIG_JOB_NAME |
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| .. py:data:: TRAINING_JOB_NAME |
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| .. py:data:: TRAIN_DATA |
| :annotation: = Multiline-String |
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| .. raw:: html |
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| <details><summary>Show Value</summary> |
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| .. code-block:: text |
| :linenos: |
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| 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 |
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| .. raw:: html |
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| </details> |
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| .. py:data:: SAMPLE_TEST_DATA |
| :annotation: = 6.4,3.2,4.5,1.5 |
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| .. py:data:: KNN_IMAGE_URI |
| :annotation: = 174872318107.dkr.ecr.us-west-2.amazonaws.com/knn |
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| .. py:data:: TRAINING_CONFIG |
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| .. py:data:: MODEL_CONFIG |
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| .. py:data:: ENDPOINT_CONFIG_CONFIG |
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| .. py:data:: DEPLOY_ENDPOINT_CONFIG |
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| .. py:function:: call_endpoint() |
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| .. py:function:: cleanup() |
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| .. py:data:: upload_data |
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