Add notebook on how to use SageMaker Processing and SageMaker Pipelines to build a geospatial processing workflow - Githubissues

aws / amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

https://sagemaker-examples.readthedocs.io

Apache License 2.0

9.8k stars 6.67k forks source link

Add notebook on how to use SageMaker Processing and SageMaker Pipelines to build a geospatial processing workflow #4564

Closed jwoschitz closed 4 months ago

jwoschitz commented 4 months ago

Issue #, if available:

Description of changes: This PR adds a new notebook which shows how SageMaker Processing with the geospatial image can be combined with SageMaker Pipelines to create a geospatial data processing workflow. The notebook runs with the Geospatial 1.0 kernel and ml.geospatial.interactive instance.

Testing done: Executed notebook end-to-end (with Geospatial 1.0 kernel and ml.geospatial.interactive instance)

Merge Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.

[x] I have read the CONTRIBUTING doc and adhered to the example notebook best practices
[x] I have updated any necessary documentation, including READMEs
[x] I have tested my notebook(s) and ensured it runs end-to-end
[x] I have linted my notebook(s) and code using black-nb -l 100 {path}/{notebook-name}.ipynb

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

review-notebook-app[bot] commented 4 months ago

Check out this pull request on

See visual diffs & provide feedback on Jupyter Notebooks.

Powered by ReviewNB

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-amazon-sagemaker-examples-pr
Commit ID: 06a05012dce1b65c597084bbed6308c488386dbc
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-link-check
Commit ID: 06a05012dce1b65c597084bbed6308c488386dbc
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-code-formatting
Commit ID: 06a05012dce1b65c597084bbed6308c488386dbc
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-grammar
Commit ID: 06a05012dce1b65c597084bbed6308c488386dbc
Result: FAILED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-amazon-sagemaker-examples-pr
Commit ID: be9467df4660a26e9f6e1a497687f3f426d31a7e
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-grammar
Commit ID: be9467df4660a26e9f6e1a497687f3f426d31a7e
Result: FAILED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-link-check
Commit ID: be9467df4660a26e9f6e1a497687f3f426d31a7e
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-code-formatting
Commit ID: be9467df4660a26e9f6e1a497687f3f426d31a7e
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-amazon-sagemaker-examples-pr
Commit ID: f20b0a1ab41f573f114722cf813adc81d0ab16da
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-link-check
Commit ID: f20b0a1ab41f573f114722cf813adc81d0ab16da
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-code-formatting
Commit ID: f20b0a1ab41f573f114722cf813adc81d0ab16da
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-grammar
Commit ID: f20b0a1ab41f573f114722cf813adc81d0ab16da
Result: FAILED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-amazon-sagemaker-examples-pr
Commit ID: 7a9ea3cc279f1229004c080a792810d118cb426f
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-grammar
Commit ID: 7a9ea3cc279f1229004c080a792810d118cb426f
Result: FAILED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-code-formatting
Commit ID: 7a9ea3cc279f1229004c080a792810d118cb426f
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-link-check
Commit ID: 7a9ea3cc279f1229004c080a792810d118cb426f
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-amazon-sagemaker-examples-pr
Commit ID: d1cb9ed422a8503695e53817f7928ef82721f18c
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-code-formatting
Commit ID: d1cb9ed422a8503695e53817f7928ef82721f18c
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-grammar
Commit ID: d1cb9ed422a8503695e53817f7928ef82721f18c
Result: FAILED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

sagemaker-bot commented 4 months ago

AWS CodeBuild CI Report

CodeBuild project: SageMakerNotebooksProd-USWEST2-sagemaker-examples-link-check
Commit ID: d1cb9ed422a8503695e53817f7928ef82721f18c
Result: SUCCEEDED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository