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articles/machine-learning/how-to-troubleshoot-environments.md

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ms.custom: devx-track-python, event-tier1-build-2022, ignite-2022
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---
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# Troubleshooting environment vulnerabilities and image builds
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# Troubleshooting environment issues
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In this article, learn how to troubleshoot common problems you may encounter with environment image builds and learn about AzureML environment vulnerabilities.
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latest image may be a tradeoff between reproducibility and vulnerability management. So, it's your responsibility to choose the environment version used
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for your jobs or model deployments while using system-managed environments.
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## Scan for Vulnerabilities
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### Scan for Vulnerabilities
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You can monitor and maintain environment hygiene with [Microsoft Defender for Container Registry](../defender-for-cloud/defender-for-containers-vulnerability-assessment-azure.md) to help scan images for vulnerabilities.
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materialized is pushed to the container registry and used if you trigger experimentation or deployment for the corresponding environment. Azure
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Machine Learning doesn't delete images from your container registry, and it's your responsibility to evaluate which images you need to maintain over time.
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## **Environment definition problems**
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# Troubleshooting environment image builds
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Troubleshooting environment image builds using troubleshooting log error messages.
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## **Environment definition problems**
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## *Environment name issues*
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### Curated prefix not allowed

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