https://github.com/mayer79/plumber

Demo of the R package "plumber". How to deploy web services in R
https://github.com/mayer79/plumber

Last synced: 15 days ago
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Demo of the R package "plumber". How to deploy web services in R

• Host: GitHub
• URL: https://github.com/mayer79/plumber
• Owner: mayer79
• Created: 2019-04-04T16:36:07.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-06-13T07:17:09.000Z (over 5 years ago)
• Last Synced: 2024-10-04T12:57:06.318Z (3 months ago)
• Language: R
• Size: 7.16 MB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# plumber

Demo of the R package "plumber". How to deploy web services in R including SSH encryption.

How to test: Run script "make_model.R" to generate the model first. Then run "main.R" to set up a local R server that can either be called

- from within R-Studio through a mini-GUI or

- from the console or

As soon as it works, you can use the "dockerfile" to run the same app from within a Linux container:

1. Install and register Docker

2. Open powershell in the folder where "dockerfile" sits.

3. Build an image by running "docker build -t plumber_auth_ssl ." (without quotes, but with the dot)

4. Start a container by entering "docker run --rm -p 80:80 -p 443:443 plumber_auth_ssl" (rm removes the container automatically on stop)

5. Open a browser and enter e.g. "http://localhost/predict_price?carat=0.4" to get the expected price of a 0.4 carat diamond.

6. Stop all running containers by entering "docker stop $(docker ps -a -q)" into powershell. Entering "docker ps -a" lists all containers.

Credits to https://qunis.de/how-to-make-a-dockerized-plumber-api-secure-with-ssl-and-basic-authentication/