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Adding Workflow Management Flexibility to LSST Pipelines Execution


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Adding Workflow Management Flexibility to LSST Pipelines Execution by Michelle Gower et al. on Wednesday 30 November
Data processing pipelines need to be executed at scales ranging from small
runs up through large production data release runs resulting in millions of
data products. As part of the Rubin Observatory's pipeline execution system,
BPS is the abstraction layer that provides an interface to different Workflow
Management Systems (WMS) such as HTCondor and PanDA. During the submission
process, the pipeline execution system interacts with the Data Butler to
produce a science-oriented execution graph from algorithmic tasks. BPS converts
this execution graph to a workflow graph and then uses a WMS-specific plugin to
submit and manage the workflow. Here we will discuss the architectural design
of this interface and report briefly on the recent production of the Data
Preview 0.2 release and how the system is used by pipeline developers.
arXiv: http://arxiv.org/abs/http://arxiv.org/abs/2211.15795v1
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Astro arXiv | all categoriesBy Corentin Cadiou