CODEWITHSUNDEEP
rdockerpostmanplumber
vlad1490
vlad1490

Reputation: 365

How to consume from API created in R Plumber when API runs in Docker Container?

I am trying to create a demo which is based on 2 docker containers. Each container runs R-Studio (rocker/verse).

One container is publishing API and another container reading the result using GET (inside ShinyApp). When I test API in Swagger generated by plumber it works, however when I test the Request using Postman then what I get is a R-Studio login page

I could also create a network in and both containers could communicate. What I can read from another container is just the same R-Studio login page

establish the network

docker network create -d bridge my-net

Environment publishing API

docker run -d --rm --network=my-net --net-alias=Prod -p 8797:8787 --name Prod rocker/verse

library(plumber)
#* Provide correct configuration automatically
#* @param part_num Part Location in the Group
#* @param grp_num Group Number
#* @get /config
function(part_num, grp_num) {
  # read the specification
  df1 <- read_csv("/home/myself/r-studio/verify-parts/master_spec.csv")
  # extract the needed element
  part_num <- as.numeric(part_num)
  grp_num <- as.numeric(grp_num)
  df1[[part_num]][[grp_num]]
}

plumb(file='api/plumber.R')$run()

Environment executing GET requests from Shiny App

docker run -d --rm --network=my-net --net-alias=Dev -p 8787:8787 --name Dev rocker/verse

library(httr)
url <- "172.19.0.2:8787/p/1c2808f8/config?grp_num=a&part_num=b"`
res <- GET(url)
# interpret the results
element <- rawToChar(res$content)
> output is html page with R studio

I expect the output is the character as it was tested in Swagger, but why the actual output is html web object.

Perhaps there is more simple way to test such setup, appreciate relevant help, thanks!

Upvotes: 0

Views: 707

Answers (1)

Bruno Tremblay
Bruno Tremblay

Reputation: 776

Probably because your container entry point is RStudio instead of your plumb file, you cloud use this docker image instead trestletech/plumber

If you dig into the docker images you can see that the entry point of the rocker/verse is port 8787 which is RStudio

You could build your own docker image from rocker/verse and change the entry point while injecting your plumber file.

Something like that with the port used by your plumber api:

COPY ./api/plumber.R /etc/plumber.R
EXPOSE 8000
ENTRYPOINT ["R", "-f", "/etc/plumber.R", "--slave"]

Upvotes: 2

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