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Add Autosubmit use case with climate workflows and HPC using RO-Crate.
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title: Autosubmit | ||
parent: RO-Crate In Use | ||
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Copyright 2023-2024 RO-Crate contributors | ||
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## Autosubmit | ||
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[Autosubmit](https://autosubmit.readthedocs.io/en/master/) is an | ||
experiment and workflow manager that is able to produce Workflow | ||
Run RO-Crate files. Before Autosubmit adopted RO-Crate, the | ||
provenance of workflow runs was available but was it was not | ||
standardized, consisting of configuration and trace files | ||
compressed into a single archive file. | ||
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Now, Autosubmit produces a ZIP file with the same content as before, | ||
but it also includes the top level RO-Crate JSON-LD file. In this file | ||
users can find data annotated with persistent identifiers (PID), | ||
and following a pre-defined schema, which makes it not only human- | ||
but also machine-actionable. | ||
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The most common use cases for Autosubmit are climate and weather | ||
workflows executed in HPC environments, like | ||
[BSC's MareNostrum](https://www.bsc.es/marenostrum/marenostrum). | ||
The execution logs include metrics from models, Slurm jobs, energy usage, | ||
dependency versions, and more. Now more accessible through RO-Crate. |