In Novartis/tidymodules: A robust framework for developing shiny modules

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tidymodules

The {tidymodules} R package is built on top of shiny module using {R6} to provide a new object-oriented programming (OOP) approach for module development, new module interface using input/output ports and a set of tidy operators for handling cross-module communication.

The main features of tidymodules and its comparison with conventional Shiny modules are presented in the table below.

| Features | | tidymodules | Conventional modules | |----|----------------------|---------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------| | | Programming style | - {R6} OOP *
- Semantic reference | Functional | | | Namespace management | - automatic/generated
- ID based lookup
- Grouping | - manual management
- must match between ui and server | | | Module communication | - new module input/output port structure
- module ports linked via tidy operators
- automatic network diagram | - parameter passing via module server()
- challenging to manage for complex app | | | Inheritance | - class inheritance
- port inheritance for nested modules | NA | | | Session management | - flexible user session management
- Caching of modules coming soon | NA |

* OOP = Object Oriented Programming

Installation

You can install the most recent version of {tidymodules} from GitHub with:

library(devtools)
install_github("Novartis/tidymodules")

Examples

You can quickly launch an example after installing the R package by running the following.

tidymodules::showExamples(4)

Some examples have been deployed on shinyapp.io, such as:

• Example 1: Simple addition
• Example 2: Linked scatter
• Example 2: Nested module
• Example 4: Module communication

Learning More

Please review the Get Started page for a high level introduction to {tidymodules} and its usage in developing Shiny apps.

If you are interested to develop modules using {tidymodules}, we recommend reading the vignettes under "Articles".

Code of Conduct

Please note that the {tidymodules} is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

Acknowledgment

• The SCC team members @ NVS for their valuable feedbacks
• 2019 Summer interns (Marzi, Stephen and Renan) for contributing to testing the framework and implementing the demo example 4 listed above.
• Eric Nantz for accepting to introduce tidymodules in his e-poster @ rstudio::conf 2020

Licence

Copyright 2020 Novartis AG

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

  http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

Novartis/tidymodules documentation built on Feb. 27, 2023, 8:35 a.m.