aws-lambda-web-adapter
powertools-lambda-python
aws-lambda-web-adapter | powertools-lambda-python | |
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12 | 20 | |
1,257 | 2,614 | |
4.7% | 1.7% | |
9.1 | 9.9 | |
7 days ago | 5 days ago | |
Rust | Python | |
Apache License 2.0 | MIT No Attribution |
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aws-lambda-web-adapter
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Spring Boot 3 application on AWS Lambda - Part 4 Measuring cold and warm starts with AWS Serverless Java Container
In the next part of the series I'll make the introduction to the AWS Lambda Web Adapter and explain how our Serverless Spring Boot application on AWS can make use of it.
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Adding flexibility to your deployments with Lambda Web Adapter
Lambda Web Adapter (LWA) is an open-source project that enables running Web apps on Lambda functions without the need to change or adapt the code.
- AWS-lambda-web-adapter: Run web applications on AWS Lambda
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Build a Serverless GenAI solution with Lambda, DynamoDB, LangChain and Amazon Bedrock
Thanks to the AWS Lambda Web Adapter, the application built as a (good old) REST/HTTP API using a familiar library (in this case, Gin.
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The case for containers on Lambda (with benchmarks)
Using the excellent Lambda web adapter extension with a container, you can very easily move a function from Lambda to Fargate or Apprunner if cost becomes an issue. This optionality is of high value, and shouldn't be overlooked.
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Serverless Simplicity: Deploy & Run your Node.js Framework App on AWS Lambda
We will use AWS Lambda Web Adapter to run our Node.js Application on AWS Lambda.
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We are AWS Serverless and Event Driven Architecture Experts – Ask Us Anything – June 28th @ 6AM PT / 9AM ET / 1PM GMT
For such frameworks, I would look at Lambda Web Adapter (https://github.com/awslabs/aws-lambda-web-adapter/tree/main/examples). Both frameworks have specific examples for them that allow for the execution of those within a Lambda context with few, if any, code changes. For spring, specifically, using Lambda Snapstart can significantly improve cold-start performance. You can read more about Java and Spring framework in this blog post that contains also a code example https://aws.amazon.com/blogs/compute/reducing-java-cold-starts-on-aws-lambda-functions-with-snapstart/ With regards to Flask, you can also use a project like: https://pypi.org/project/flask-lambda/
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AWS staff spending ‘much of their time ’optimizing customers' clouds'
With the lambda web adapter[1], you shouldn't need to make any code changes for web projects, just some dockerfile changes which are only used if it is running as a lambda, so the same container image should still work on ecs or another cloud. [1]https://github.com/awslabs/aws-lambda-web-adapter
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Why or why not use AWS Lambda instead of a web framework for your REST APIs? (Business projects)
Additionally, there is this tool you can use to use the same image in a lambda and any other container runtime. https://github.com/awslabs/aws-lambda-web-adapter
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How does Cloud development work?
You can point your platform team to this: https://github.com/awslabs/aws-lambda-web-adapter , which they can use to get your service running in Lambda.
powertools-lambda-python
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Superpower REST API DX with Serverless ⚡ and DevOps Best Practices on AWS (🐍 Python Version)
Also I suggest to have a look at AWS Lambda PowerTools, which simplifies adopting best practices with Lambda
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AWS Serverless Diversity: Multi-Language Strategies for Optimal Solutions
Python is a natural fit for serverless development. It boasts a vast array of libraries, including Powertools for AWS and robust libraries for data engineers. Its versatility and excellent developer experience make it a top choice for serverless projects, offering a seamless and enjoyable development experience.
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Turbocharge your Lambda Functions with AWS Lambda Powertools for Python
Read more: https://docs.powertools.aws.dev/lambda/python/latest/
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Billing for SaaS with EMF and CloudWatch Metric Streams
Imagine a sample Python application returning "hello world" to simulate a successful call. Each call to the application is captured for billing purposes using EMF. Lambda Powertools is used to reduce the amount of code we need to write.
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Serverless Site Health Check Notification System
Below is an example of lambda handler code. It is using the highly recommended Powertools for AWS Lambda library to ensure best practices around tracing, logging, metrics, and more. The function gets passed an SNS topic and Slack webhook URL at creation time (via environment variables) to send notifications to. It parses the passed in event information to determine which hostname had it's status changed and what the new status is and sends out notifications.
- Advice for unattended vending machine startup with basic api, crud, and database needs
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Investigating Pydantic v2's Bold Performance Claims
It's worth noting that these improvements will also impact other libraries and frameworks that rely on Pydantic, such as FastAPI and AWS Lambda Powertools, which could deliver some transitive performance improvements to various projects that don't directly depend on Pydantic themselves.
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AWS Lambda Cookbook — Elevate your handler’s code — Part 5— Input Validation
I had the pleasure of writing and contributing the Parser utility to a fantastic project on Github called AWS Lambda Powertools. We have used this repository previously in the blog series (parts one to three) for logging, tracing and metrics.
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Deploying CDK Lambda with Docker and Gitlab CI
We are going to add aws-lambda-powertools as poetry dependency we need. While this is available as Lambda Layer, we are going to use it as a installed dependency for this exercise.
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How working with AWS open-source tools made me a better developer
I truly disliked type hints. Working with CDK started to change that for the better and then I discovered AWS Lambda Powertools. It combines multiple things I am passionate about so I became passionate about using the library and improving it. Lambda Powertools utilizes static typing for several of its main features (Parser, Event Sources and Typing).
What are some alternatives?
LocalStack - 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
powertools-lambda-java - Powertools is a developer toolkit to implement Serverless best practices and increase developer velocity.
serverless-graphql - Serverless GraphQL Examples for AWS AppSync and Apollo
powertools-lambda-typescript - Powertools is a developer toolkit to implement Serverless best practices and increase developer velocity.
warp_lambda - A super simple adapter crate to let you use warp filters with AWS lambda runtime
unlock-mainframe-data-files-on-aws - This solution is designed to help you unlock legacy mainframe data by migrating data files from mainframe systems to AWS. By migrating the data, you can make use of the powerful analytics, machine learning, and other services available in AWS to gain insights and make better decisions based on the data.
serverless-aws-rust-http - ⚡🏗️ template for new aws lambda serverless rust http apps
tz - Time zone database and code
aws-cdk - The AWS Cloud Development Kit is a framework for defining cloud infrastructure in code
python-flask-template - HTTP and Flask-based OpenFaaS templates for Python 3
chatbot-bedrock-dynamodb-lambda-langchain
serverless-application-model - AWS Serverless Application Model (SAM) is an open-source framework for building serverless applications [Moved to: https://github.com/aws/serverless-application-model]