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#NowWatching — @TrestleJeff, talking about {plumber} 🛠⚙️register.gotowebinar.com/register/55312…
#RStats #RStudio #Webinar
#RStats #RStudio #Webinar
💬 "If you're aiming at humans only, you can build a shiny app. If you want machines to access your data, build an API"
💬 "And remember that any other language can access your R API. You're opening a lot of doors."
#RStats
💬 "And remember that any other language can access your R API. You're opening a lot of doors."
#RStats
Some important things to know when working with APIs:
🕸 About http requests : developer.mozilla.org/en-US/docs/Web…
🚀 About REST API : en.wikipedia.org/wiki/Represent…
🕸 About http requests : developer.mozilla.org/en-US/docs/Web…
🚀 About REST API : en.wikipedia.org/wiki/Represent…
💬 "With plumber, you can build an http API around your existing R code. You just need a little decoration."
📦 github.com/trestletech/pl…
📦 github.com/trestletech/pl…
💬 "You can then access this function through your browser, with query string syntax"
More about query string syntax : en.wikipedia.org/wiki/Query_str…
More about query string syntax : en.wikipedia.org/wiki/Query_str…
📈 Plumber is able to return other type of content, instead of JSON.
Here's an example with dygraphs and htmlwidget
They are called serializers : rplumber.io/docs/rendering…
Here's an example with dygraphs and htmlwidget
They are called serializers : rplumber.io/docs/rendering…
🚀 Now, time to launch!
Now, what if {plumber} becomes the central point of the data science infrastructure?
-> Writing a plumber API before a Shiny App allows other languages to use this API, instead of just Shiny.
-> R Created models and data-wrangling which are totally portable
-> Writing a plumber API before a Shiny App allows other languages to use this API, instead of just Shiny.
-> R Created models and data-wrangling which are totally portable
▶️ @TrestleJeff does a demo with an "emoji Browser", which shows an heatmap and a graph of emoji sent live.
💬 "Just imagine how painful it would be to write an heatmap in php" 😇
💬 "Just imagine how painful it would be to write an heatmap in php" 😇
[Some tricks and tricks]
💬 "You can run {plumber} anywhere":
How to deploy {plumber}
▶️ rstudio connect rsconnect::deployAPI() — rstudio.com/products/conne…
▶️ digital ocean with do_provision() — digitalocean.com/?refcode=be73a…
💬 "You can run {plumber} anywhere":
How to deploy {plumber}
▶️ rstudio connect rsconnect::deployAPI() — rstudio.com/products/conne…
▶️ digital ocean with do_provision() — digitalocean.com/?refcode=be73a…
[Some tricks and tricks]
▶️ {plumber} is now integrated in RStudio (see the dailies for more) : dailies.rstudio.com
▶️ swagger is supported, and are generated from the plumberfile : swagger.io
▶️ {plumber} is now integrated in RStudio (see the dailies for more) : dailies.rstudio.com
▶️ swagger is supported, and are generated from the plumberfile : swagger.io
[Some tricks and tricks]
🐜 Debugging — You can debug API the very same way you would debug any R Code.
Use the swagger and `browser()` : stat.ethz.ch/R-manual/R-dev…
🐜 Debugging — You can debug API the very same way you would debug any R Code.
Use the swagger and `browser()` : stat.ethz.ch/R-manual/R-dev…
What's in the future ?
▶️ Async : github.com/trestletech/pl…
▶️ Testing
▶️ More docs : rplumber.io
▶️ Additional maintainers
▶️ Async : github.com/trestletech/pl…
▶️ Testing
▶️ More docs : rplumber.io
▶️ Additional maintainers
To know more about {plumber}:
▶️ Website : rplumber.io
▶️ StackOverflow : stackoverflow.com/questions/tagg…
▶️ GitHub : github.com/trestletech/pl…
▶️ Slides soon on github.com/rstudio/webina…
▶️ Website : rplumber.io
▶️ StackOverflow : stackoverflow.com/questions/tagg…
▶️ GitHub : github.com/trestletech/pl…
▶️ Slides soon on github.com/rstudio/webina…
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