用于创建可重用模型代码的容器化

Manuela Vanegas Ferro, Allen Lee, C. Pritchard, C. Barton, M. Janssen
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引用次数: 0

摘要

将来你能运行你的计算模型吗?即使是有良好文档的代码,由于构建代码的软件框架和操作系统的变化,这也是很困难的。在本文中,我们讨论了使用容器来保存代码及其软件依赖关系,以便将来重现模拟结果。容器是原始模型软件及其依赖项的独立轻量级包,可以独立于平台运行。因此,它们适合重用和共享结果。然而,在社会环境系统建模领域,容器的使用是罕见的。我们介绍了容器化的基本原则,论证了为什么如果这个工具在该领域成为常见的实践,它将是有益的,描述了容器化模型过程的概念概述,并反映了容器化工作流的近期方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Containerization for creating reusable model code
Will you be able to run your computational models in the future? Even with well-documented code, this can be difficult due to changes in the software frameworks and operating systems that your code was built on. In this paper we discuss the use of containers to preserve code and their software dependencies to reproduce simulation results in the future. Containers are standalone lightweight packages of the original model software and their dependencies that can be run independent of the platform. As such they are suitable for reuse and sharing results. However, the use of containers is rare in the field of modeling social-environmental systems. We provide an introduction to the basic principles of containerization, argue why it would be beneficial if this tool became common practice in the field, describe a conceptual walkthrough to the process of containerizing a model, and reflect on near future directions of containerization workflows.
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