Home Backend Development Python Tutorial How to run Python in the Cloud

How to run Python in the Cloud

Jan 06, 2025 am 12:02 AM

How to run Python in the Cloud

To do this, I’m going to use Amazon Web Services (AWS) to create a virtual machine and run the Python script on it!


Step 1: Launch an EC2 Instance

1. Login to AWS Console:

  • Go to the AWS Management Console.
  • Select EC2.

2. Launch a New EC2 Instance:

  • Click Launch Instance.
  • Choose an Amazon Machine Image → Ubuntu Server.
  • Select the instance type, e.g., t2.micro (for free tier).
  • Configure all the settings (accept defaults or customize).
  • Under Key Pair, either create a new key pair or select an existing one. Download the .pem file (important for accessing later!).
  • Launch the instance.

3. Get Public DNS of the Instance:

  • In the EC2 Dashboard, go to Instances.
  • Select your instance and find the Public DNS (IPv4) address.
    • Should look like this: ec2-XX-XX-XXX-XXX.compute-1.amazonaws.com.

Step 2: Connect to EC2 Instance

1. Open Terminal on Your Local Machine:

  • Navigate to your AWS folder:
  cd C:\Users\Path\to\AWS
Copy after login
Copy after login

Your key.pem file and other related files should be here.

2. SSH into EC2 Instance:

  • Use the public DNS or IP address from your EC2 instance:
  cd C:\Users\Path\to\AWS
Copy after login
Copy after login
  • When asked if you trust the connection, type yes to continue.

Step 3: Install Dependencies

1. Update Package Lists:

  • Run the following to ensure your package lists are up to date:
  ssh -i key.pem ubuntu@ec2-XX-XX-XXX-XXX.compute-1.amazonaws.com
Copy after login

2. Install Python and Pip on EC2 Instance:

  • Install Python 3 and the necessary packages:
  sudo apt update
Copy after login

3. Install Other Packages (Optional):

  • If you want to install other packages or use a virtual environment, you can do that now.

Installing Selenium:

  sudo apt install python3 python3-pip
Copy after login

Installing Chromium and ChromeDriver (for Selenium):

pip install selenium
Copy after login
  • Create a symlink to make ChromeDriver accessible globally:
sudo apt install chromium-browser
sudo apt install chromedriver
Copy after login

Step 4: Transfer Files from Local Machine to EC2

Use SCP to Transfer Files:

  • On your local machine, navigate to the directory where your main.py or code is located.
  • Use scp (SecureCopy) to copy files to your EC2 instance:
  sudo ln -s /usr/lib/chromium-browser/chromedriver /usr/bin/chromedriver
Copy after login
  • Ensure that you are in the correct directory where your files are located (see step 2.1).

Step 5: Run the Script on EC2

1. SSH Into Your EC2 Instance (if not already connected):

  scp -i key.pem main.py ec2-XX-XX-XXX-XXX.compute-1.amazonaws.com:/home/ubuntu/your_project/
Copy after login

2. Navigate to the Project Directory:

ssh -i key.pem ubuntu@ec2-XX-XX-XXX-XXX.compute-1.amazonaws.com
Copy after login

3. Run the Python Script:

cd /home/ubuntu/your_project
Copy after login

Step 6: Stop EC2 Instance

Once you’re done with your EC2 instance, stop it to avoid unnecessary charges:

  1. Go to EC2 Dashboard in AWS.
  2. Select your instance.
  3. Click ActionsInstance StateTerminate Instance.

The above is the detailed content of How to run Python in the Cloud. For more information, please follow other related articles on the PHP Chinese website!

Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

How to solve the permissions problem encountered when viewing Python version in Linux terminal? How to solve the permissions problem encountered when viewing Python version in Linux terminal? Apr 01, 2025 pm 05:09 PM

Solution to permission issues when viewing Python version in Linux terminal When you try to view Python version in Linux terminal, enter python...

How to teach computer novice programming basics in project and problem-driven methods within 10 hours? How to teach computer novice programming basics in project and problem-driven methods within 10 hours? Apr 02, 2025 am 07:18 AM

How to teach computer novice programming basics within 10 hours? If you only have 10 hours to teach computer novice some programming knowledge, what would you choose to teach...

How to efficiently copy the entire column of one DataFrame into another DataFrame with different structures in Python? How to efficiently copy the entire column of one DataFrame into another DataFrame with different structures in Python? Apr 01, 2025 pm 11:15 PM

When using Python's pandas library, how to copy whole columns between two DataFrames with different structures is a common problem. Suppose we have two Dats...

How to avoid being detected by the browser when using Fiddler Everywhere for man-in-the-middle reading? How to avoid being detected by the browser when using Fiddler Everywhere for man-in-the-middle reading? Apr 02, 2025 am 07:15 AM

How to avoid being detected when using FiddlerEverywhere for man-in-the-middle readings When you use FiddlerEverywhere...

How does Uvicorn continuously listen for HTTP requests without serving_forever()? How does Uvicorn continuously listen for HTTP requests without serving_forever()? Apr 01, 2025 pm 10:51 PM

How does Uvicorn continuously listen for HTTP requests? Uvicorn is a lightweight web server based on ASGI. One of its core functions is to listen for HTTP requests and proceed...

How to dynamically create an object through a string and call its methods in Python? How to dynamically create an object through a string and call its methods in Python? Apr 01, 2025 pm 11:18 PM

In Python, how to dynamically create an object through a string and call its methods? This is a common programming requirement, especially if it needs to be configured or run...

How to solve permission issues when using python --version command in Linux terminal? How to solve permission issues when using python --version command in Linux terminal? Apr 02, 2025 am 06:36 AM

Using python in Linux terminal...

See all articles