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The following vulnerabilities are fixed by pinning transitive dependencies: - https://snyk.io/vuln/SNYK-PYTHON-PROTOBUF-15090738 - https://snyk.io/vuln/SNYK-PYTHON-ZIPP-7430899
Summary of ChangesHello @alejandrosuarez, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request, automatically generated by Snyk, aims to enhance the security posture of the project by resolving two critical vulnerabilities found in its Python dependencies. It achieves this by updating the Highlights
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Code Review
This pull request, automatically generated by Snyk, addresses two security vulnerabilities by pinning protobuf and zipp to newer versions. While this fixes the vulnerabilities, directly pinning transitive dependencies can make dependency management fragile and lead to conflicts. My review includes suggestions to manage the direct dependencies (like tensorboard) instead, which is a more robust approach to resolving these transitive vulnerabilities. This may involve upgrading tensorboard, which is a major change that needs careful consideration for potential breaking changes.
| tensorboard | ||
| Jinja2 | ||
| peft==0.7.0 | ||
| protobuf>=5.29.6 # not directly required, pinned by Snyk to avoid a vulnerability |
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Pinning the protobuf version directly to >5.x can lead to dependency conflicts. tensorboard, a direct dependency in this file, has strict version requirements for protobuf. For instance, tensorboard versions older than 2.17.0 are generally not compatible with protobuf>=5.0. This change will likely force a major version upgrade of tensorboard, which could introduce breaking changes to your project.
A more robust approach is to manage your direct dependencies. Consider pinning tensorboard on line 6 to a version that is compatible with a secure protobuf version (e.g., tensorboard>=2.17.0). This would allow pip to resolve a secure and compatible version of protobuf automatically, making your dependencies more explicit and less brittle.
| Jinja2 | ||
| peft==0.7.0 | ||
| protobuf>=5.29.6 # not directly required, pinned by Snyk to avoid a vulnerability | ||
| zipp>=3.19.1 # not directly required, pinned by Snyk to avoid a vulnerability |
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Similar to protobuf, zipp is a transitive dependency. Pinning it directly can make dependency resolution more fragile. It's generally better to manage direct dependencies and let them handle their transitive dependencies. In this case, zipp is required by importlib-metadata, which is used by tensorboard and transformers. Ensuring these direct dependencies are up-to-date is a more robust way to get a secure version of zipp.
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Snyk has created this PR to fix 2 vulnerabilities in the pip dependencies of this project.
Snyk changed the following file(s):
examples/text_to_image/requirements.txtImportant
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