Setting Up R on AWS
Introduction
Amazon Web Services (AWS) provides a robust cloud platform that allows users to run R, a powerful programming language for statistical computing and graphics, in a scalable environment. In this tutorial, we will guide you through the steps to set up R on AWS, including creating an EC2 instance, installing R, and verifying the installation.
Prerequisites
Before you start, ensure you have the following:
- An AWS account. If you don't have one, you can sign up at aws.amazon.com.
- Basic understanding of cloud computing and command-line interface.
Step 1: Launch an EC2 Instance
To run R on AWS, you need to launch an EC2 instance. Follow the steps below:
- Log in to your AWS Management Console.
- Navigate to the EC2 Dashboard.
- Click on the "Launch Instance" button.
- Choose an Amazon Machine Image (AMI). We recommend using the Amazon Linux 2 AMI.
- Select an instance type. The t2.micro instance type is often sufficient for basic R tasks and is eligible for the free tier.
- Configure instance details, add storage, and configure security group settings to allow SSH access (port 22).
- Review and launch the instance. Make sure to create or use an existing key pair for SSH access.
Step 2: Connect to Your Instance
Once your instance is running, connect to it using SSH:
Open your terminal or command prompt and run the following command:
Replace your-key-pair.pem
with the path to your key pair file and your-instance-public-dns
with the public DNS of your EC2 instance.
Step 3: Update the Package Repository
After logging in, it is advisable to update the package repository:
This command updates all the installed packages to their latest versions.
Step 4: Install R
Now, we will install R on the EC2 instance:
This command installs R version 3.4. You can check the available versions using amazon-linux-extras list
.
Step 5: Verify the Installation
To ensure that R has been installed correctly, run the following command:
If installed successfully, you should see the version of R displayed in the output.
Step 6: Install Additional R Packages
You can install additional R packages using the R console. Start R by entering:
Then, within the R console, you can install packages using the following command:
Replace ggplot2
with any package you wish to install. You can also exit R by typing q()
.
Conclusion
Congratulations! You have successfully set up R on AWS. You can now leverage the power of R in the cloud for your data analysis and statistical computing tasks. Remember to manage your AWS resources to avoid unexpected charges.