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Chalice vs Serverless: What are the differences?
Introduction
Chalice and Serverless are both frameworks that enable developers to build and deploy serverless applications easily. They have some key differences that make them distinct from each other. Below are six key differences between Chalice and Serverless:
Main Programming Language Support: Chalice is primarily designed for Python developers, as it uses Python as its main programming language. On the other hand, Serverless supports multiple programming languages like JavaScript, Python, Ruby, Java, C#, and more.
Deployment and Management: Chalice simplifies the deployment process by leveraging AWS CloudFormation. It automatically provisions and manages the necessary AWS resources for the application. Serverless, on the other hand, allows deployment to multiple cloud providers and also provides additional features like plugin architecture for easy integration with different services.
Developer Experience: Chalice is focused on providing a minimalistic and easy-to-use experience for Python developers. It provides a built-in local development server, automatic IAM role creation, and seamless integration with AWS services. Serverless has a more extensive ecosystem and provides a rich set of plugins and integrations, making it suitable for more complex use cases.
Architecture and Framework: Chalice is designed to be a lightweight framework, aimed at building simpler serverless applications with less configuration. It follows a straightforward AWS Lambda-based architecture and provides abstractions for common serverless patterns. Serverless is a comprehensive framework that enables developers to build complex applications by offering a higher level of abstraction. It supports various providers, not just AWS Lambda, and includes features like event handling, resource provisioning, and infrastructure management.
Vendor Lock-In: Chalice is tightly integrated with AWS and is focused on building serverless applications specifically on AWS Lambda. This can lead to vendor lock-in, as it may be challenging to migrate to a different cloud provider. Serverless, on the other hand, offers multi-cloud support and allows developers to write applications that can be deployed on different cloud providers. It provides a more portable and vendor-agnostic solution.
Community and Support: Chalice is an AWS-supported project and benefits from the extensive AWS developer community and resources. It has an active GitHub repository and regular updates. Serverless is an open-source project with a larger community and ecosystem, leading to a broader range of plugins, integrations, and community support.
In summary, Chalice is a lightweight and Python-focused framework tailored for simpler serverless applications, tightly integrated with AWS Lambda. Serverless, on the other hand, is a comprehensive framework supporting multiple programming languages, multiple cloud providers, and offering a higher level of abstraction for building complex serverless applications.
When adding a new feature to Checkly rearchitecting some older piece, I tend to pick Heroku for rolling it out. But not always, because sometimes I pick AWS Lambda . The short story:
- Developer Experience trumps everything.
- AWS Lambda is cheap. Up to a limit though. This impact not only your wallet.
- If you need geographic spread, AWS is lonely at the top.
Recently, I was doing a brainstorm at a startup here in Berlin on the future of their infrastructure. They were ready to move on from their initial, almost 100% Ec2 + Chef based setup. Everything was on the table. But we crossed out a lot quite quickly:
- Pure, uncut, self hosted Kubernetes — way too much complexity
- Managed Kubernetes in various flavors — still too much complexity
- Zeit — Maybe, but no Docker support
- Elastic Beanstalk — Maybe, bit old but does the job
- Heroku
- Lambda
It became clear a mix of PaaS and FaaS was the way to go. What a surprise! That is exactly what I use for Checkly! But when do you pick which model?
I chopped that question up into the following categories:
- Developer Experience / DX 🤓
- Ops Experience / OX 🐂 (?)
- Cost 💵
- Lock in 🔐
Read the full post linked below for all details
Pros of Chalice
Pros of Serverless
- API integration14
- Supports cloud functions for Google, Azure, and IBM7
- Lower cost3
- Auto scale1
- Openwhisk1