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Use exclude-newer on main project for deterministic dependency resolution #1918

@tjhunter

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@tjhunter

Describe the task. It can be a feature, documentation, etc.

With the current setup, updates to dependencies can happen at any time, which may lead to mysterious issues. uv has a exclude-newer flag to prevent resolution from capturing too recent updates.

Task: add this flag to the main pyproject.toml, check that it also covers the sub-packages.

Hedgedoc URL, if you are keeping notes, plots, logs in hedgedoc.

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  • datasets, data readers, data preparation and transfer
  • model
  • science
  • infrastructure and engineering
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