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. 2021 Oct 4;12:5797. doi: 10.1038/s41467-021-25974-w

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© The Author(s) 2021

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

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Fig. 3 — The web-application layer allows users to request custom data objects, which are generated through Pachyderm in a Kubernetes cluster within the data-processing layer. Each versioned data object is automatically pushed to the data-sharing layer and uploaded to Zenodo to obtain a DOI. Data objects that have already been processed result in the immediate sharing of custom metadata web pages with users via email.