IMPORTANT: the script that we want to automate should always be self-executable, that is, the script does not requiere any human action to work or any other libraries that the ones loaded on the script itself. Schedule: how often do you want that Script to be executed: once a month, a week, a day, every hour, every minute, every time a user accesses the computer, etc.Rscript repo: this is the folder where the automation logs will be saved.Choose your RScript: you should choose the R script that you want to automate.Any way, I will explain you what you should do: Either way, a window like this will open:Īs you can see this is a very intuitive interface. You can also find it on the Addins section in the top bar. To open the adding execute the following code: taskscheduleR:::taskschedulerAddin(). If you don’t know RStudio Addins, this is a good moment for you to learn ) One of the good things of this package is that it includes an Addin that will help us to automate our scripts in R. So, first we will download and install the library. In Windows we will use taskscheduleR library to automate scripts. That being said, ¡let’s begin by learning how to automate R scripts in Windows! How to automate R Scripts in Windows Initial steps on automating an R script in Windows But, if it is important, I would rather recommend you to automate the script on the cloud, whether with Cloud Build or building your own virtual machine. If the task is not super important it is ok to have it in your computer. Reliability: to automate a script on your computer might not be the best in all scenarios.But don’t worry on this post I will show you have to automate a script for both Windows and Mac users ) The Operative System: depending which OS you have the way you automate a script will change.Sounds great right? So let’s learn how to automate a script in R! Previous Stepsīefore we begin to code we need to take two things into consideration: To learn how to automate scripts in R will avoid you from doing such tasks or even better it will enable you to help your company reduce costs., making you more valuable. In fact, according to this study we spend 552 hours a yers doing repetitive tasks. To run a script on your computer or tu build a Shiny App so that other people can see your analysis is ok, but if that’s your situation, you are missing one of the most important things as a Data Scientist: how to automate scripts (in this case in R). Neptune.ai is a tool for experiment tracking and model registry for teams doing ML at a reasonable scale Discover Neptune.ai How to automate a Script in R This post is possible thanks to the sponsorship of Neptune.ai
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