feat: Add notebooks for step decorator (#272)

* UCI heart example for step decorator with EMR step for preprocessing (#266)

* UCI heart example for step decorator with EMR step for preprocessing

* UCI heart example for step decorator with EMR step, after linter

* UCI heart example for step decorator with EMR step, after linter

* removed content_types

* using prod S3 bucket

* using XGBClassifier

* fix code format

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Co-authored-by: feliplp <[email protected]>
Co-authored-by: Dewen Qi <[email protected]>

* add notebook example on basic pipeline for batch inference using step decorator (#264)

* add basic pipeline for batch inference using step decorator

* change Booster to XGBClassifier; incorporating feedback from aws/amazon-sagemaker-examples-staging#264

* fix minor typos

* incorporate comments from PR aws/amazon-sagemaker-examples-staging#264

* incorporate feedback from aws/amazon-sagemaker-examples-staging#264

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Co-authored-by: pprasety <[email protected]>

* Add remote-function notebook fixes (#265)

Co-authored-by: svia3 <[email protected]>

* Add pipeline step decorator quick start notebook (#267)

add pipeline scheduler examples

Address comments and refine

Add pipeline step decorator ablone notebook

Address review meeting comments

Update clean up sections

Add rate-based schedules back

Udpate notebooks for Public Beta

Fix the colliding endpoint name across different executions

Upgrading pandas to fix ImportError in Studio DataScience 3.0 image

add scheduler-light additions to quick_start notebook

add scheduler-light additions to quick_start notebook

fix invalid notebook json

Update notebooks for GA

Add modular package for lightsaber

Add a simple notebook to demonstrate mix use of training step and step deco

Address comments

fix pipeline delete resouce leak issue in using_step_decorator notebook

dummy commit

Co-authored-by: Dewen Qi <[email protected]>

* remove local SDK tar and retrieve SDK from public

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Co-authored-by: Felipe Lopez <[email protected]>
Co-authored-by: feliplp <[email protected]>
Co-authored-by: Dewen Qi <[email protected]>
Co-authored-by: Philips Kokoh <[email protected]>
Co-authored-by: pprasety <[email protected]>
Co-authored-by: Stephen Via <[email protected]>
Co-authored-by: svia3 <[email protected]>

Author: 7 people

.gitignore

@@ -7,3 +7,6 @@
 **/_build
 *.iml
 tox.ini
+
+**/sagemaker-pipelines/step-decorator/**/emr-examples/code
+**/sagemaker-pipelines/step-decorator/**/quick-start/**/dummy_train.py