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--- | ||
layout: page | ||
title: Tutorials | ||
description: | ||
menubar: program | ||
permalink: program/tutorials/ | ||
menubar_toc: true | ||
set_last_modified: true | ||
--- | ||
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Tutorials will be online only and conducted virtually in the weeks prior to the | ||
conference. | ||
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## Globus Compute: Managed Compute Across the Computing Continuum | ||
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_Kyle Chard and Yadu Babuji_ | ||
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This tutorial will focus on teaching modern approaches for running code on diverse, remote | ||
computing resources. As hardware continues to become yet more diverse, it is increasingly | ||
necessary to be able to effectively make use of remote computing resources. Remote | ||
computing alongside parallel and distributed computing is now the “norm” rather than a | ||
specialized use case for only a few power users. RSEs are faced with the challenge of easily, | ||
securely, and scalably making use of such resources, in applications, workflows, and in building | ||
gateways, portals and new services. This tutorial will highlight the changing computing | ||
landscape and illustrate methods to more effectively make use of remote computing resources. | ||
It will help attendees think about how to decompose applications into smaller computation units | ||
and consider possibilities to execute these components in the location in which it is most suited, | ||
for example, near data, where specialized resources are available, where environments exist, | ||
where allocations are available, etc. | ||
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------ | ||
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## Rapid Prototyping for a Usable React-based Web Application with STRUDEL | ||
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_Rajshree Deshmukh, Cody O'Donnell, Lavanya Ramakrishnan_ | ||
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This tutorial will be a hands-on introduction to web application development using STRUDEL, an open source project making it easier for RSEs and domain scientists to build usable user | ||
interfaces (UIs). Attendees will learn how to go from a UI need, to identifying a Task Flow | ||
template, and bootstrapping a React-based web UI using STRUDEL. Attendees will get guided | ||
experience with the STRUDEL toolkit which includes modern web development libraries such as React and Material UI Components. | ||
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Usable UIs are a critical need for many research projects. STRUDEL enables developers to | ||
rapidly prototype usable scientific UIs through a simple template-driven system. The RSE | ||
Conference is an ideal venue to introduce these tools because they are designed specifically for | ||
scientific projects and target a broad range of people involved in web application development. | ||
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------ | ||
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## Leveraging Django Views and Permissions at Object-Level: The gist of an envisioned solution for managing agricultural datasets | ||
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_Diego Menéndez and Danying Shao_ | ||
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Web applications are increasingly adopted in the research community, e.g. for data collection, | ||
information dissemination and workflow management. Django is a Python-based open-sourced | ||
web framework that encourages rapid development by providing an automatic admin interface, | ||
built-in views and forms. This Django tutorial is based on a simplified version of a real-life, | ||
science-related project, that limits access to datasets only to the research group that collected | ||
them. A data owner would be able to supply all necessary metadata and choose an embargo | ||
period in which the data only has limited access. The tutorial will guide RSEs to create a web | ||
application from scratch and show how to take advantage of Django’s generic views. In addition | ||
to Django’s class-level permissions, we will demonstrate an implementation of permissions at | ||
the object level using the django-guardian package. | ||
Slides accompanying the code will illustrate the project under development with Use Cases | ||
as well as a conceptual class diagram and other artifacts. | ||
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------ | ||
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## Research Data Automation with Globus Flows and Globus Compute | ||
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_Lee Liming and Steve Turoscy_ | ||
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This tutorial equips Research Software Engineers (RSEs) to automate research data processes | ||
using Globus Compute and Globus Flows : two parts of the Globus Platform. | ||
Globus Compute enables RSEs to securely execute Python functions on remote computers, | ||
including campus, cloud, and national-scale systems. Globus Flows provides secure, managed | ||
automation of complex workflows. Together, Globus Compute and Flows enable RSEs to | ||
construct data processing pipelines that are reliably managed and executed by Globus. | ||
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------ | ||
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## GitHub Actions for Scientific Data Workflows | ||
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_Valentina Staneva_ | ||
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In this tutorial we will introduce Github Actions to scientific programmers as a tool for lightweight | ||
automation of scientific data workflows. We will demonstrate that GitHub Actions are not just a | ||
tool for software testing, but can be used in various ways to improve the reproducibility and | ||
impact of scientific analysis. Through a sequence of examples, we will demonstrate some of | ||
Github Actions' applications to scientific workflows, such as scheduled deployment of algorithms | ||
to public data streams, updating visualizations based on new data, processing large datasets, | ||
model versioning, etc. The goal is that participants will leave with their own ideas of how to | ||
integrate Github Actions in their own work. | ||
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------ | ||
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## Overview of GIS Open Source Software Ecosystem and Theory | ||
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_Dennis Milechin_ | ||
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Researchers are finding spatial-analysis as a valuable tool to answer new research questions | ||
that were not considered before. This is made possible because many of the open source | ||
spatial analysis tools (GIS Software) are getting easier to use and often provide tools to | ||
visualize the data in exciting interactive mapping environments. As a Research Software | ||
Engineer, providing support and troubleshooting errors associated with these GIS tools is not | ||
always easy. When using a search engine to find a solution, one will encounter GIS terminology | ||
in documentation and community forums. This terminology will refer to some fundamental | ||
aspects of GIS theory or components of GIS libraries/software that is common knowledge | ||
among the GIS community. This tutorial aims to provide a stepping stone to acquiring this | ||
fundamental GIS knowledge. |
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