aws-samples / aws-samples/amazon-sagemaker-studio-secure-data-science-workshop

Unable to Copy the tensorflow docker image

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Jupyter Notebook
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Description

**Describe the bug**
Whenever i try to Build and publish a custom SageMaker docker image to Elastic Container repository in the step:
3 - "Run the script from bash terminal tab: ./build-publish-sm-docker-image.sh from the customimage/jupyter-docker-stacks-tensorflow directory"

I am getting the following error:
**failed to register layer: Error processing tar file(exit status 1): open /usr/share/texlive/texmf-dist/tex/plain/pitex/references.ptx: no space left on device**

This happening on instances even after taking large instances on cloud 9 and resizing the storage to 500GB. Not sure why its failing. Here is the copy of the error message attached.
![AWS_ECS Error](https://github.com/aws-samples/amazon-sagemaker-studio-secure-data-science-workshop/assets/3953418/b4407042-79e2-4175-bf2a-a12abe3f0d3c)

This is happening in step 1:
There are three additional steps required as AWS admin before proceeding to Step 2:
i. Use Cloud9 bash shell to execute the steps below.

ii. Build and publish a custom SageMaker docker image to Elastic Container repository:
cd ~/environment/secure-data-science-with-sagemaker-studio.
iii. Change directory to custom images: cd customimage/jupyter-docker-stacks-tensorflow.
Run the script from bash terminal tab: **./build-publish-sm-docker-image.sh** from the **customimage/jupyter-docker-stacks-tensorflow** directory."

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