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Data model as agile basis for evolving calibration software

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arxiv 2011.04516 v1 pith:TCQ4ZXAD submitted 2020-11-09 astro-ph.IM

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keywords softwaredesigncalibrationdatadetaileddocumentsarchivesevolving
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We design the imaging data calibration and reduction software for MICADO, the First Light near-IR instrument on the Extremely Large Telescope. In this process we have hit the limit of what can be achieved with a detailed software design that is primarily captured in pdf/word documents. Trade-offs between hardware and calibration software are required to meet stringent science requirements. To support such trade-offs, more software needs to be developed in the early phases of the project: simulators, archives, prototype recipes and pipelines. This requires continuous and efficient exchange of evolving designs between the software and hardware groups, which is hard to achieve with manually maintained documents. This, and maintaining the consistency between the design documents and various software components is possible with a machine readable version of the design. We construct a detailed design that is readable by both software and humans. From this the design documentation, prototype pipelines and data archives are generated automatically. We present the implementation of such an approach for the calibration software detailed design for the ELT MICADO imager which is based on expertise and lessons learned in earlier projects (e.g. OmegaCAM, MUSE, Euclid).

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Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. A data model to connect the ESO Data Processing System (EDPS) to ELT data archives

    astro-ph.IM 2025-06 conditional novelty 4.0 of 10

    A proposal to subsume workflow rules in an astronomical data model and use a backward-chaining engine (SPDE) to generate pipeline jobs automatically.

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