Added Amazon SageMaker Notebook hook and operators

[ellisms]

Closes: #32702
Created new hook and Operators for Amazon SageMaker Notebooks Instances. Allows user to create, start, stop, and delete notebook instances.
Created unit tests for hook and operators and system test. All tests passed.
Updated documentation for new operator.

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[boring-cyborg]

Congratulations on your first Pull Request and welcome to the Apache Airflow community! If you have any issues or are unsure about any anything please check our Contribution Guide (https://github.com/apache/airflow/blob/main/CONTRIBUTING.rst)
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[vincbeck]

I added some comments. Most of them are related to style/convention. Overall it is pretty good! Thanks for doing these changes.

[ellisms]

Updated the PR with the suggested changes, except the file location for the operator. Open to feedback on whether to integrate into the existing sageMaker file, or leave as-is.

[vincbeck]

Updated the PR with the suggested changes, except the file location for the operator. Open to feedback on whether to integrate into the existing sageMaker file, or leave as-is.

Integrating it into the existing SageMaker file makes sense to me ;)

[vincbeck]

A last nit :) Thanks for your reactivity!

[vincbeck]

Nice! Thanks for your work and reactivity! This is really good! I'll merge it once the tests are passing

[eladkal]

LGTM
will merge when CI is green

[boring-cyborg]

Awesome work, congrats on your first merged pull request! You are invited to check our Issue Tracker for additional contributions.