airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint

Module Contents

Functions

call_endpoint()

cleanup()

Attributes

PROJECT_NAME

TIMESTAMP

S3_BUCKET

ROLE_ARN

INPUT_DATA_S3_KEY

TRAINING_OUTPUT_S3_KEY

MODEL_NAME

ENDPOINT_NAME

ENDPOINT_CONFIG_JOB_NAME

TRAINING_JOB_NAME

TRAIN_DATA

SAMPLE_TEST_DATA

KNN_IMAGE_URI

TRAINING_CONFIG

MODEL_CONFIG

ENDPOINT_CONFIG_CONFIG

DEPLOY_ENDPOINT_CONFIG

upload_data

airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.PROJECT_NAME = iris[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.TIMESTAMP = {{ ts_nodash }}[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.S3_BUCKET[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.ROLE_ARN[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.INPUT_DATA_S3_KEY[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.TRAINING_OUTPUT_S3_KEY[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.MODEL_NAME[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.ENDPOINT_NAME[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.ENDPOINT_CONFIG_JOB_NAME[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.TRAINING_JOB_NAME[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.TRAIN_DATA = Multiline-String[source]
Show Value
10,4.9,2.5,4.5,1.7
21,7.0,3.2,4.7,1.4
30,7.3,2.9,6.3,1.8
42,5.1,3.5,1.4,0.2
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.SAMPLE_TEST_DATA = 6.4,3.2,4.5,1.5[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.KNN_IMAGE_URI = 174872318107.dkr.ecr.us-west-2.amazonaws.com/knn[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.TRAINING_CONFIG[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.MODEL_CONFIG[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.ENDPOINT_CONFIG_CONFIG[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.DEPLOY_ENDPOINT_CONFIG[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.call_endpoint()[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.cleanup()[source]
airflow.providers.amazon.aws.example_dags.example_sagemaker_endpoint.upload_data[source]

Was this entry helpful?