Monday, May 27, 2024

How to Deploy a Python Flask app to AWS Elastic Beanstalk



Introduction to AWS Elastic Beanstalk

AWS Elastic Beanstalk is a service provided by Amazon Web Services that simplifies the deployment and management of applications in the cloud. It is designed to create, deploy, and scale web applications quickly and easily.


Some benefits of using Elastic Beanstalk for Python Flask app deployment are:


  • Easy to Use: Elastic Beanstalk provides a simple web interface and command-line interface to deploy and manage web applications. It automates various tasks, such as provisioning resources, configuring load balancing, and much more.


  • Scalability: Elastic Beanstalk can automatically scale your application up or down based on demand. It also supports load balancing across multiple instances, ensuring the high availability of your application.


  • Cost-Effective: Elastic Beanstalk offers a pay-as-you-go pricing model, which means you only pay for the resources you use. This can significantly reduce costs, especially for small and medium-sized businesses.


  • Flexible Deployment Options: Elastic Beanstalk supports multiple deployment options, such as deploying code from Git, Amazon S3, or uploading a .zip file. It also allows for customization of the environment, such as configuring the server, database, and load balancer.


  • Integration with AWS Services: Elastic Beanstalk integrates with other AWS services, such as Amazon RDS for database management, Amazon S3 for file storage, and Amazon CloudWatch for monitoring.


Overall, using Elastic Beanstalk for Python Flask app deployment can save time, reduce costs, and simplify the deployment process, especially for those who are new to AWS.



The process for deploying a Python Flask app on Elastic Beanstalk involves the following steps:



  • Prepare your Flask app for deployment by setting up a virtual environment and installing all the required dependencies.


  • Create an Elastic Beanstalk environment using the Elastic Beanstalk console or command-line interface.


  • Configure the environment by specifying details such as platform, instance type, security groups, and more.


  • Upload your Flask app code to the environment using one of the deployment options mentioned above.


  • Configure the app by setting up environment variables, application settings, and scaling options.


  • Finally, deploy the app to the environment, and Elastic Beanstalk will handle the rest, including provisioning resources, setting up load balancing, and configuring auto-scaling.


Setting up AWS Account and Elastic Beanstalk Environment


Step 1: Sign up for an AWS account


To sign up for an AWS account, follow these steps:

  • Go to the AWS website (aws.amazon.com) and click on the “Create an AWS Account” button.

  • Enter your email address, a password, and your desired AWS account name.

  • Next, provide your contact information, including your name, address, and phone number.

  • Enter your payment information and click on the “Create Account and Continue” button.

  • You will be prompted to verify your identity through a phone call or by entering a credit card number. Follow the prompts to complete the verification process.

  • Once your account is set up, you will receive a confirmation email.


Step 2: Creating an Elastic Beanstalk Environment


Once you have signed up for an AWS account, follow these steps to create a new Elastic Beanstalk environment:


  • Log in to the AWS Management Console and click on the “Elastic Beanstalk” service.

  • Click on the “Create New Application” button and enter a name for your application.

  • Next, choose a platform for your environment. AWS Elastic Beanstalk supports a variety of languages and platforms like Java, PHP, Python, Node.js, Ruby, and more.

  • Choose a pre-configured server environment that best fits your application’s needs.

  • You will then be prompted to upload your application code or provide a link to your code repository.

  • Click on “Create Environment” and Elastic Beanstalk will start provisioning your new environment.


Step 3: Choosing the appropriate region and configuration options



When creating your Elastic Beanstalk environment, you will be prompted to choose a region and configure various options. Follow these guidelines to make the right choices:



  • Choose a region closest to your target audience to ensure low latency and better performance for your application.

  • Select the instance type, which determines the computing power and memory resources available to your environment. Consider your application’s needs when selecting an instance type.

  • Choose a load balancer type — either classic or application load balancer. The type you choose will depend on your application’s architecture and the features you need.

  • Configure security settings like SSH access, security groups, and resource permissions.

  • Finally, review and confirm your configuration choices and click on “Create Environment.”


Your new Elastic Beanstalk environment will now be created and deployed. You can monitor its status and make any necessary adjustments using the Elastic Beanstalk console.



Preparing Flask App for Deployment


  • Create a new project directory and navigate into it.

  • Create a virtual environment inside the project directory using the command: `virtualenv venv`

  • Activate the virtual environment with the command: `source venv/bin/activate` (for Mac/Linux) or `venv\scripts\activate` (for Windows)

  • Install required dependencies by running the command: `pip install flask`

  • Install any additional dependencies or flask extensions that your app may require.

  • Create a new python file for your Flask app, e.g. `app.py`.

  • In the `app.py` file, import the Flask module and create an instance of the Flask class: `from flask import Flask`

  • Define the app object by passing `__name__` as the first argument to the Flask class: `app = Flask(__name__)`

  • Define the route and function for your app’s home page, which will be accessed with the “/” URL:

```
@app.route("/")
def home():
return "Welcome to my Flask app!"
```


10. Run the Flask app using the command: `flask run`


11. Open your web browser and go to the URL shown in the terminal.


12. You should see your app’s home page displayed. Congratulations, you have successfully set up a virtual environment for your Flask app and written the basic code for it!


Configuring Elastic Beanstalk Environment


1. Understanding and modifying the Elastic Beanstalk environment configuration file: The Elastic Beanstalk environment configuration file is the primary method for configuring your environment. It allows you to define various settings, such as the platform, instance types, scaling options, and more. To access the configuration file, go to your Elastic Beanstalk console, select your environment, and click on “Configuration” from the left menu.

From here, you can modify the environment tiers, which control your environment’s resources and capabilities. You can also modify various other settings, such as load balancers, security groups, and Elastic Block Store (EBS) volumes.


2. Specifying the required Python version and dependencies: To specify the required Python version for your environment, you can use the “platform” setting in the configuration file. This allows you to choose from a list of supported Python versions. Additionally, you can define any dependencies that your application requires in the environment’s configuration file. These dependencies can include packages, libraries, or frameworks.


3. Configuring database and storage options: Elastic Beanstalk allows you to configure various database and storage options for your application. To set up a database, you can use the “Database” section in the configuration file. You can choose from various database options like Amazon RDS, Amazon Aurora, or 

Amazon DynamoDB.


To configure storage options, you can use the “Storage” section in the configuration file. Here, you can set up a file storage system using Amazon EBS or Amazon S3. You can also configure automatic backups, encryption, and other related options for your storage.


Another option for database and storage is to use environment variables. You can set up environment variables for your application and access them in your code. This allows you to customize your database and storage options without modifying the configuration file.


Using Elastic Beanstalk CLI


Installing the Elastic Beanstalk Command Line Interface (EB CLI):


  • Download and install Python: EB CLI is a Python-based tool, so you need to have Python installed on your system. Download and install the latest version of Python from the official website.

  • Install pip: pip is a package manager for Python. It is used to install and manage packages written in Python. You can download pip by following the instructions on the official website.

  • Install EB CLI: Once pip is installed, you can use it to install EB CLI. Open the terminal or command prompt and enter the following command: `pip install awsebcli`

  • Verify the installation: After the installation is complete, you can verify if EB CLI is installed correctly by running the command `eb — version`. If you see the version number, it means EB CLI is installed successfully.


Deploying the Flask app using EB CLI commands:


  • Create an Elastic Beanstalk application: Navigate to the directory where your Flask application is located. In the terminal or command prompt, run the command `eb init -p python-3.6 <application_name>`. This will create a new Elastic Beanstalk application with the specified name and set Python 3.6 as the default platform.

  • Create an environment: After the application is created, you need to create an environment to deploy your application. To create an environment, run the command `eb create <environment_name>`. This will create an environment with the specified name using the default configuration.

  • Deploy the application: To deploy your Flask application, run the command `eb deploy`. This will upload your application to Elastic Beanstalk and start the deployment process.

  • Access the application: Once the deployment is completed, you can access your application by running the command `eb open`. This will open a browser with the URL of your application.


Managing application versions and deploying updates:



  • Create a new version: To deploy updates to your application, you need to create a new version. To create a new version, make the necessary changes in your application code and run the command `eb create -l <version_label>`. This will create a new version of your application with the specified label.

  • Deploy the updated version: After the new version is created, you can deploy it by running the command `eb deploy <environment_name> — label <version_label>`. This will deploy the specified version to the specified environment.

  • Swap environment URLs: After the updated version is deployed, you can swap the URLs of the two environments using the command `eb swap <environment_name>`. This will make the updated version the active environment and the previous version the inactive one.

  • Delete old versions: To manage the space and keep your application clean, you can delete the old versions of your application by running the command `eb labs cleanup-versions`. This will delete all the old versions of your application and keep only the latest ones.


Customizing Deployment Options


1. Environment Variables:


To configure environment variables in Elastic Beanstalk, follow these steps:


a. Go to the Elastic Beanstalk console and select your application.


b. Click on the application’s environment name.


c. On the navigation menu, click on “Configuration”.


d. Under “Software”, click on “Edit”.


e. Scroll down to the “Environment properties” section.


f. Click on “Add Environment Property” and enter the key and value for the environment variable.


g. Click on “Apply” and then “Save” to save the changes.


2. Scaling Options and Auto-Scaling Configuration:


a. Go to the Elastic Beanstalk console and select your application.


b. Click on the application’s environment name.


c. On the navigation menu, click on “Configuration”.


d. Under “Capacity”, click on “Edit”.


e. In the “Scaling” section, choose the appropriate scaling option based on your application’s needs.


f. Under “Auto Scaling”, click on “Modify”.


g. In the “Modify Auto Scaling Group” page, you can change the minimum and maximum instance count and 

other settings related to auto-scaling.


h. Click on “Save” to save the changes.


3. Enabling Load Balancing for Flask App:


a. Go to the Elastic Beanstalk console and select your application.


b. Click on the application’s environment name.


c. On the navigation menu, click on “Configuration”.


d. Under “Network”, click on “Modify Load Balancer”.


e. In the “Configure Load Balancer” page, select “Application Load Balancer” as the load balancer type.


f. In the “Load Balancer Listeners” section, click on “Add listener” and select “HTTP” as the protocol and enter 

the port on which your Flask app is running.


g. In the “Load Balancer Security Group” section, select the security group for your load balancer or create a 

new one.


h. Click on “Save” to save the changes.


Congratulations, you have now successfully configured environment variables, scaling options, and load balancing for your Flask app on Elastic Beanstalk.

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