lambda vs app runner
AWS Lambda and AWS App Runner are both services provided by Amazon Web Services (AWS) for deploying and managing applications, but they serve different purposes and have distinct use cases. Let’s compare AWS Lambda and AWS App Runner:
AWS Lambda:
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Service Type:
- Function-as-a-Service (FaaS): AWS Lambda is a serverless compute service that allows you to run code without managing servers. It is designed for executing individual functions in response to events.
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Event-Driven Architecture:
- Lambda is often used in event-driven architectures, where functions respond to events such as changes in an S3 bucket, updates to a DynamoDB table, or HTTP requests.
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Scalability:
- Lambda scales automatically based on the number of incoming events, providing a high level of scalability.
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Pay-as-You-Go Pricing:
- With Lambda, you pay only for the compute time consumed by your code, following a pay-as-you-go pricing model.
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Use Cases:
- Well-suited for event-driven applications, microservices, and tasks that can be broken down into smaller, independent functions.
AWS App Runner:
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Service Type:
- Fully Managed Container Service: AWS App Runner is a fully managed container service that simplifies the deployment of containerized applications.
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Ease of Use:
- App Runner is designed to be easy to use, providing a simplified experience for deploying and managing containers without dealing with the complexities of underlying infrastructure.
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Builds from Source Code:
- App Runner can build your application from source code, containerize it, and deploy it automatically.
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Scalability:
- App Runner handles automatic scaling of the application based on traffic and load.
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Integrated CI/CD:
- It integrates with AWS CodePipeline for continuous integration and continuous delivery (CI/CD), streamlining the application deployment process.
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Use Cases:
- Suited for applications packaged in containers, especially for developers who want an easy and managed way to deploy containerized applications without managing the underlying infrastructure.
Choosing Between Lambda and App Runner:
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Function Execution vs. Containerized Applications:
- Use AWS Lambda for individual function execution in response to events.
- Use AWS App Runner for deploying and managing entire containerized applications.
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Event-Driven vs. Containerized Workloads:
- Lambda is more suitable for event-driven architectures and microservices.
- App Runner is designed for deploying and managing containerized workloads, providing a simplified experience.
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Granularity of Scaling:
- Lambda automatically scales at the function level based on events.
- App Runner scales based on the application’s containerized workloads.
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Programming Model:
- Lambda follows a Function-as-a-Service (FaaS) model.
- App Runner deals with fully managed containerized applications.
In summary, the choice between AWS Lambda and AWS App Runner depends on your specific use case and whether you are working with individual functions (Lambda) or entire containerized applications (App Runner). Both services aim to simplify deployment and management, but they target different aspects of cloud computing.
AWS Lambda and AWS App Runner are both serverless computing platforms that allow you to run applications without having to manage the underlying infrastructure. However, there are some key differences between the two platforms.
Lambda is a function-as-a-service (FaaS) platform, which means that you can run small, event-driven functions without having to worry about provisioning or managing servers. Lambda functions are typically short-lived and can be triggered by events such as HTTP requests, database changes, or file uploads.
App Runner is a serverless container application service, which means that you can run containerized applications without having to manage the underlying EC2 instances. App Runner applications are typically long-running and can be used to run a variety of workloads, such as web applications, microservices, and batch processing jobs.
Here is a table comparing Lambda and App Runner:
Feature | Lambda | App Runner |
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Type of service | FaaS | Serverless container application service |
Workloads | Short-lived, event-driven functions | Long-running containerized applications |
Scalability | Auto-scaling based on event traffic | Auto-scaling based on CPU and memory utilization |
Costs | Measured in milliseconds | Measured in CPU and memory usage |
Runtime environments | Python, Node.js, Java, Go, C#, Ruby | Linux, Windows, macOS |
Maximum memory | 10GB | 120GB |
Maximum vCPUs | 16 | 16 |
Disk storage | 512MB | 10GB |
Startup time | Fast | Slow (60-90 seconds) |
Developer experience | Easy to use, but limited runtime environments | More complex to use, but more flexibility in runtime environments |
Which platform should you choose?
If you are looking for a platform to run short-lived, event-driven functions, then Lambda is a good choice. Lambda is easy to use and scales automatically based on event traffic.
If you are looking for a platform to run long-running containerized applications, then App Runner is a good choice. App Runner offers more flexibility in runtime environments and allows you to control the compute capacity allocation for your tasks.
Here are some specific use cases for each platform:
- Lambda:
- Processing HTTP requests
- Generating dynamic content
- Validating and processing data
- Sending emails
- Scheduling tasks
- App Runner:
- Running web applications
- Running microservices
- Running batch processing jobs
- Running machine learning workloads
- Running containerized databases
Ultimately, the best way to choose between Lambda and App Runner is to consider your specific needs and requirements.
Here are some additional things to keep in mind:
- Lambda has a faster startup time than App Runner. This is because Lambda functions are already running in the cloud, so they can start processing requests immediately. App Runner containers need to be provisioned and started before they can start processing requests.
- App Runner offers more flexibility in runtime environments than Lambda. Lambda only supports a limited number of runtime environments, while App Runner supports a wider range of runtime environments, including Linux, Windows, and macOS.
- App Runner can be more expensive than Lambda for long-running workloads. This is because App Runner charges for CPU and memory usage, while Lambda only charges for milliseconds.
If you are not sure which platform is right for you, then you can try both platforms and see which one works better for your needs.