Seeding repo with 1.0.0-alpha8 of workshop code

Author: sandwi

.gitignore

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+# System Files
+**/.DS_Store
+
+# IDEs
+# JetBrains IDEs (Intellij, Pycharm etc.)
+.idea
+.idea/
+
+# VSCode
+**/.vscode
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# CDK
+cdk.out/
+cdk.context.*

README.md

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+# Copyright 2021 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# SPDX-License-Identifier: MIT-0
+version: 0.2
+
+phases:
+  pre_build:
+    commands:
+      - apt-get update
+      - apt-get install python3-pip zip -y
+      - pip3 install -U pip
+      - pip3 install awscli
+
+  build:
+    commands:
+      - env
+      - echo Packaging Cloudformation and uploading to S3...
+      - ./package_cloudformation.sh

buildspec.yaml

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+# Copyright 2021 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+# SPDX-License-Identifier: MIT-0
+Description: |
+  Deploy a Lambda function and CloudWatch trigger to inspect SageMaker resources and ensure they are attached to a VPC.
+
+Parameters:
+  StackSetName:
+    Type: String 
+    Description: A name to be used across nested stacks 
+
+Resources:
+  SageMakerDetectiveControlExecutionRole:
+    Type: 'AWS::IAM::Role'
+    Properties:
+      AssumeRolePolicyDocument:
+        Version: 2012-10-17
+        Statement:
+          - Effect: Allow
+            Principal:
+              Service: lambda.amazonaws.com
+            Action: 'sts:AssumeRole'
+      RoleName:
+        !Join
+          - ''
+          -
+            - !Sub '${StackSetName}-SageMaker-DetectiveControl-'
+            - !Select
+              - 4
+              - !Split
+                - '-'
+                - !Select
+                  - 2
+                  - !Split
+                    - /
+                    - !Ref 'AWS::StackId'
+      Policies:
+        - PolicyName: LambdaInlineForSageMaker
+          PolicyDocument:
+            Version: 2012-10-17
+            Statement:
+              - Sid: VisualEditor0
+                Effect: Allow
+                Action:
+                  - 'sagemaker:DeleteTags'
+                  - 'sagemaker:DeleteEndpointConfig'
+                  - 'sagemaker:ListTags'
+                  - 'sagemaker:ListTransformJobs'
+                  - 'sagemaker:StopTrainingJob'
+                  - 'sagemaker:DeleteModel'
+                  - 'sagemaker:ListTrainingJobs'
+                  - 'sagemaker:ListHyperParameterTuningJobs'
+                  - 'sagemaker:DeleteEndpoint'
+                  - 'sagemaker:ListModels'
+                  - 'sagemaker:StopTransformJob'
+                  - 'sagemaker:AddTags'
+                  - 'sagemaker:ListEndpoints'
+                Resource: '*'
+      ManagedPolicyArns:
+        - 'arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole'
+
+  SageMakerVPCDetectiveControl: 
+    Type: 'AWS::Lambda::Function'
+    Properties:
+      FunctionName: SageMakerVPCEnforcer
+      Description: Detective control to enforce VPC attachment of SageMaker resources
+      Runtime: python3.6
+      Code: vpc_detective_control.zip
+      Handler: inspect_sagemaker_resource.lambda_handler
+      MemorySize: 320
+      Timeout: 180
+      Role: !GetAtt SageMakerDetectiveControlExecutionRole.Arn
+
+  SageMakerVPCEnforcementRule:
+    Type: 'AWS::Events::Rule'
+    DependsOn: SageMakerVPCDetectiveControl
+    Properties:
+      Description: The Cloudwatch Rule checking VPC enablement of SageMaker resources
+      EventPattern:
+        source:
+          - aws.sagemaker
+        detail-type:
+          - AWS API Call via CloudTrail
+        detail:
+          eventSource:
+            - sagemaker.amazonaws.com
+          eventName:
+            - CreateTrainingJob
+            - CreateModel
+      Name: SageMakerVPCEnforcementRule
+      State: ENABLED
+      Targets:
+        - Arn: !GetAtt SageMakerVPCDetectiveControl.Arn
+          Id: SagemakerVPCEnforcementLambda
+
+  InvokeLambdaPermission:
+    Type: 'AWS::Lambda::Permission'
+    DependsOn: SageMakerVPCEnforcementRule
+    Properties:
+      FunctionName: !GetAtt SageMakerVPCDetectiveControl.Arn
+      Action: 'lambda:InvokeFunction'
+      Principal: events.amazonaws.com
+      SourceArn: !GetAtt SageMakerVPCEnforcementRule.Arn