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https://issues.apache.org/jira/browse/AIRFLOW-2524?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16585028#comment-16585028
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ASF GitHub Bot commented on AIRFLOW-2524:
-----------------------------------------
troychen728 opened a new pull request #3767: [AIRFLOW-2524]Add SageMaker Batch
Inference
URL: https://github.com/apache/incubator-airflow/pull/3767
Make sure you have checked _all_ steps below.
### JIRA
- [X] My PR addresses the following [Airflow
JIRA](https://issues.apache.org/jira/browse/AIRFLOW/) issues and references
them in the PR title.
- https://issues.apache.org/jira/browse/AIRFLOW-2524
### Description
- [X] Here are some details about my PR, including screenshots of any UI
changes:
- This PR allows user to start a Amazon SageMaker Transform job (Batch
Inference) using the SageMakerCreateTransformJobOperator
- User can also check the progress(state) of the transform job through
the SageMakerTranformSensor
### Tests
- [X] My PR adds the following unit tests __OR__ does not need testing for
this extremely good reason:
- tests/contrib/hooks/test_sagemaker_hook.py
-
tests/contrib/operators/test_sagemaker_create_transform_job_operator.py
- tests/contrib/sensors/test_sagemaker_transform_sensor.py
### Commits
- [X] My commits all reference JIRA issues in their subject lines, and I
have squashed multiple commits if they address the same issue. In addition, my
commits follow the guidelines from "[How to write a good git commit
message](http://chris.beams.io/posts/git-commit/)":
1. Subject is separated from body by a blank line
2. Subject is limited to 50 characters
3. Subject does not end with a period
4. Subject uses the imperative mood ("add", not "adding")
5. Body wraps at 72 characters
6. Body explains "what" and "why", not "how"
### Documentation
- [X] In case of new functionality, my PR adds documentation that describes
how to use it.
- When adding new operators/hooks/sensors, the autoclass documentation
generation needs to be added.
### Code Quality
- [X] Passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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> Airflow integration with AWS Sagemaker
> --------------------------------------
>
> Key: AIRFLOW-2524
> URL: https://issues.apache.org/jira/browse/AIRFLOW-2524
> Project: Apache Airflow
> Issue Type: Improvement
> Components: aws, contrib
> Reporter: Rajeev Srinivasan
> Assignee: Yang Yu
> Priority: Major
> Labels: AWS
> Fix For: 2.0.0
>
> Time Spent: 10m
> Remaining Estimate: 0h
>
> Would it be possible to orchestrate an end to end AWSÂ Sagemaker job using
> Airflow.
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