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https://issues.apache.org/jira/browse/AIRFLOW-5825?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17068008#comment-17068008
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ASF GitHub Bot commented on AIRFLOW-5825:
-----------------------------------------
OmairK commented on pull request #7891: [AIRFLOW-5825]
SageMakerEndpointOperator is not idempotent
URL: https://github.com/apache/airflow/pull/7891
- Added try except statement to check for duplicate endpoint while
executing a create_endpoint request which if found the request changes to
update_endpoint
- Added test case to test mock the duplicate endpoint creation
---
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> SageMakerEndpointOperator is not idempotent
> -------------------------------------------
>
> Key: AIRFLOW-5825
> URL: https://issues.apache.org/jira/browse/AIRFLOW-5825
> Project: Apache Airflow
> Issue Type: Improvement
> Components: aws
> Affects Versions: 2.0.0, 1.10.7
> Reporter: Bas Harenslak
> Assignee: Omair Khan
> Priority: Major
> Labels: gsoc, gsoc2020, mentor
>
> The SageMakerEndpointOperator currently taken an argument "operati on" with
> value "create"/"update" which determines whether to create or update a
> SageMaker endpoint. However this doesn't work in the following situation:
> * DAG run #1 create the endpoint (have to provide operation="create" here)
> * Following DAG runs will update the endpoint created by DAG run #1 (would
> have to edit DAG and set operation="update" here)
> Which should be a very valid use case IMO.
> The SageMakerEndpointOperator should check itself if an endpoint with name X
> already exists and overwrite it (configurable desired by the user).
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