Best Practices for Developing and Deploying Cloud Infrastructure with AWS CDK and AWS Fargate
Hatched by tfc
Oct 16, 2023
4 min read
9 views
Best Practices for Developing and Deploying Cloud Infrastructure with AWS CDK and AWS Fargate
Introduction:
Developing and deploying cloud infrastructure can be a complex task, but with the right tools and best practices in place, it becomes much more manageable. In this article, we will explore the best practices for utilizing the AWS Cloud Development Kit (AWS CDK) and AWS Fargate to build and deploy cloud infrastructure effectively.
- Model with Constructs and Stacks:
When developing with AWS CDK, it is crucial to understand the concept of constructs and stacks. Constructs are reusable modules that encapsulate resources, serving as the building blocks of AWS CDK apps. On the other hand, stacks are the units of deployment, where everything within a stack is deployed together.
To ensure modularity and reusability, it is recommended to represent each logical unit of your application as a construct, not as a stack. For example, if you have a website as one of your logical units, you can compose the necessary AWS resources like an Amazon S3 bucket, API Gateway, Lambda functions, or Amazon RDS tables into a single high-level construct. Then, instantiate this construct in one or more stacks for deployment.
By following this approach, you improve the reuse potential of your infrastructure and gain more flexibility in how it is deployed.
- Configure with Properties and Methods, Not Environment Variables:
Using environment variable lookups inside constructs and stacks can be an anti-pattern. Instead, both constructs and stacks should accept a properties object that allows for full configurability entirely in code. Relying on environment variables introduces a dependency on the machine the code runs on, creating additional configuration information to track and manage.
In general, it is advisable to limit environment variable lookups to the top level of an AWS CDK app. They should only be used to pass in information required for running in a development environment. By adopting this practice, you maintain better control over your infrastructure's configuration.
- Unit Test Your Infrastructure:
To ensure the reliability and consistency of your infrastructure, it is crucial to run a comprehensive suite of unit tests at build time in all environments. Avoiding network lookups during synthesis and modeling all production stages in code are essential steps in achieving this.
By ensuring that every commit consistently generates the same template, you can trust the unit tests to confirm that the generated templates align with your expectations. Investing in thorough unit testing allows you to identify and address any issues early in the development process.
- Avoid Changing Logical IDs of Stateful Resources:
Changing the logical ID of a resource can lead to unintended consequences during deployment. Stateful resources like databases, S3 buckets, or persistent infrastructures such as Amazon VPC should have stable logical IDs to avoid unnecessary replacements.
To prevent logical ID changes, write unit tests that assert the stability of logical IDs for your stateful resources. The logical ID is derived from the ID specified when instantiating the construct and its position in the construct tree. By maintaining stable logical IDs, you minimize the risk of disrupting critical resources.
- Complement Constructs with Security Best Practices:
While constructs provide a convenient way to represent AWS resources, they might not be sufficient for compliance and security requirements. Many enterprise customers create their own wrappers for L2 constructs, enforcing security best practices such as static encryption and specific IAM policies.
However, relying solely on these wrappers is not recommended. Instead, leverage AWS features such as service control policies and permission boundaries to enforce security guardrails at the organization level. Additionally, utilize Aspects or tools like CloudFormation Guard to make assertions about the security properties of infrastructure elements before deployment.
It's essential to strike a balance between custom wrappers and utilizing the capabilities of AWS CDK packages like AWS Solutions Constructs or third-party constructs from Construct Hub. Over-reliance on custom constructs may limit the flexibility and benefits provided by these pre-built packages.
Conclusion:
Developing and deploying cloud infrastructure with AWS CDK and AWS Fargate can be made more efficient and reliable by following these best practices. By modeling with constructs and stacks, configuring with properties and methods, unit testing your infrastructure, avoiding logical ID changes, and complementing constructs with security best practices, you can build robust and scalable cloud environments.
Actionable Advice:
- Embrace the modularity and reusability offered by constructs and design your infrastructure accordingly.
- Use properties and methods for configuration instead of relying on environment variables.
- Invest in comprehensive unit testing to ensure the consistency and reliability of your infrastructure.
Remember, by adhering to these best practices, you can streamline your development process and build scalable and secure cloud infrastructure.
Sources
Hatch New Ideas with Glasp AI 🐣
Glasp AI allows you to hatch new ideas based on your curated content. Let's curate and create with Glasp AI :)
Start Hatching 🐣