aws / aws/amazon-sagemaker-examples

Data is no longer available for Example: Move Amazon SageMaker Autopilot ML models from experimentation to production using Amazon SageMaker Pipelines

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Dominant language
Jupyter Notebook
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Description

**Link to the notebook**
autopilot/sagemaker-autopilot-pipelines/autopilot_pipelines_demo_notebook.ipynb

**Describe the bug**

I am trying to redo the notebook. Apparently, I can't download a valid data file

**To reproduce**
Just run the notebook

**Logs**
--2023-02-25 13:33:35-- https://static.us-east-1.prod.workshops.aws/public/d56bf7ad-9738-4edf-9be0-f03cd22d8cf2/static/resources/hcls/diabetic.zip
Resolving static.us-east-1.prod.workshops.aws (static.us-east-1.prod.workshops.aws)... 18.67.65.79, 18.67.65.127, 18.67.65.105, ...
Connecting to static.us-east-1.prod.workshops.aws (static.us-east-1.prod.workshops.aws)|18.67.65.79|:443... connected.
HTTP request sent, awaiting response... 403 Forbidden
2023-02-25 13:33:35 ERROR 403: Forbidden.

Archive: /root/amazon-sagemaker-examples/autopilot/sagemaker-autopilot-pipelines/data/data.zip
End-of-central-directory signature not found. Either this file is not
a zipfile, or it constitutes one disk of a multi-part archive. In the
latter case the central directory and zipfile comment will be found on
the last disk(s) of this archive.
unzip: cannot find zipfile directory in one of /root/amazon-sagemaker-examples/autopilot/sagemaker-autopilot-pipelines/data/data.zip or
/root/amazon-sagemaker-examples/autopilot/sagemaker-autopilot-pipelines/data/data.zip.zip, and cannot find /root/amazon-sagemaker-examples/autopilot/sagemaker-autopilot-pipelines/data/data.zip.ZIP, period.

Contributor guide

Open the contributing guide

Research direction

Start with autopilot/sagemaker-autopilot-pipelines/autopilot_pipelines_demo_notebook.ipynb and run the notebook to inspect the failing data download. Check the referenced workshop URL and data/data.zip handling; done means the notebook retrieves a valid archive and proceeds past extraction.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws, jupyter-notebook
Domain
machine-learning
Issue type
Bug
Difficulty
2/5
Estimated time
1-3 hours
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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