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https://github.com/jabrena/spring-boot-and-r-language

A repository to explore how to interact with R from Java with Spring Boot
https://github.com/jabrena/spring-boot-and-r-language

data-science java r-language spring-boot statistics

Last synced: about 1 month ago
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A repository to explore how to interact with R from Java with Spring Boot

Host: GitHub
URL: https://github.com/jabrena/spring-boot-and-r-language
Owner: jabrena
License: apache-2.0
Created: 2024-02-09T14:51:19.000Z (12 months ago)
Default Branch: main
Last Pushed: 2024-02-21T20:40:27.000Z (11 months ago)
Last Synced: 2024-10-27T20:41:42.320Z (3 months ago)
Topics: data-science, java, r-language, spring-boot, statistics
Language: Java
Homepage:
Size: 743 KB
Stars: 1
Watchers: 2
Forks: 0
Open Issues: 6
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

# Spring Boot & R Stat Server

[![Java CI](https://github.com/jabrena/spring-boot-and-r-language/actions/workflows/maven.yml/badge.svg)](https://github.com/jabrena/spring-boot-and-r-language/actions/workflows/maven.yml)

**Cloud IDEs:**

[![](https://gitpod.io/button/open-in-gitpod.svg)](https://gitpod.io/#https://github.com/jabrena/spring-boot-and-r)

---

## Motivation

A repository to explore how to interact with **R** from **Java** with **Spring Boot** in order to use both programming languages to extract knowledge from data samples.

![](./docs/architectural-solution.png)

## Features

- [x] Run **RStudio** from Docker compose.
- [x] Provide bidirectional ways/ideas to interact between Java & R.
- [ ] Send 2D Array from Java in order to process in R and return to a web document.
- [ ] Provide Data from Java in order to be consumed in R remotely.

## How to run the project from Spring Boot

```bash
docker compose build
./mvnw spring-boot:run -Dspring-boot.run.profiles=dev
./mvnw spring-boot:run -Dspring-boot.run.profiles=prod

curl "http://localhost:8080/"
curl -v http://localhost:8080/download/employee.csv
```

## How to run the project from Docker compose

```bash
docker compose build
docker compose up -d --profile dev
docker compose up -d --profile prod

curl "http://localhost:3000/"
curl "http://localhost:3000/echo"
curl "http://localhost:3000/echo?msg=hello"
curl "http://localhost:3000/plot"
curl "http://localhost:3000/sum" -H "Content-Type: application/json" --data '{"a":4, "b":5}'

#Swagger from Plumber
open http://localhost:3000/__docs__/

docker compose down
```

**RStudio:**

```
open http://localhost:8787/
```

## References

- https://spring.io/projects/spring-boot
- https://hypermedia.systems/book/contents/
- https://rocker-project.org/
- https://www.rplumber.io/
- https://www.tidyverse.org/
- https://www.r-project.org/
- https://r-graph-gallery.com/
- https://www.rdocumentation.org/
- https://github.com/rstudio

## Previous works:

- https://stat.ethz.ch/pipermail/r-help/2006-June/107869.html

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