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aws-lambda-runtime-interface-emulator discussion
aws-lambda-runtime-interface-emulator reviews and mentions
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What Would a Kubernetes 2.0 Look Like
FWIW, Lambda takes the opposite of your assertion: there are function entrypoints and the HTTP or gRPC or Stdin is an implementation detail; one can see that in practice via the golang lambda "bootstrap" shim <https://pkg.go.dev/github.com/aws/[email protected]/lamb...> which is invoked by the Runtime Interface Emulator <https://github.com/aws/aws-lambda-runtime-interface-emulator...>
I don't have the links to Azure's or GCP's function emulation framework, but my recollection is that they behave similarly, for similar reasons
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Building AWS Lambda Functions
Another option I explored was the AWS Lambda Runtime Interface Emulator. This is an official AWS tool that lets you run Lambda inside a Docker container, mimicking the AWS runtime. It's particularly useful if you're deploying container-based Lambdas.
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Understanding the AWS Lambda Runtime API
Enter the aws-lambda-runtime-interface-emulator. This tool will allow us to emulate the AWS Lambda Runtime API locally (I suspect that the AWS SAM uses this tool under the hood as well). The aws-lambda-runtime-interface-emulator is designed to be used with Docker. Still, nothing stops us from containerizing our code for the sake of development and then, whenever we are ready, proceeding with deployment how we wish to. This local workflow is a bit more involved than the previous one, but it might be a valid alternative for those not using AWS SAM or are already using containers to deploy their Lambdas.
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Puppeteer performance in AWS Lambda Docker containers
There is a special tool to test AWS Lambda images locally. It's called AWS Lambda Runtime Interface Emulator (RIE). You have two options: include RIE in your image or install it locally. We don't need it in the production image, so let's choose the second option. We will download binary locally and mount it to our image if we need to test it.
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Ask HN: Does anyone else find the AWS Lambda developer experience poor?
Suggestions:
1. If you are building APIs and using Lambda functions as targets from an API Gateway API, look into libraries like serverless-wsgi (Python) or wai-handler-hal (Haskell) that translate between API Gateway request/response payloads and some kind of ecosystem-native representation. Then as long as you're writing code where all state gets persisted outside of the request/response cycle, you can develop locally as if you were writing for a more normal deploy environment.
2. Look into the lambda runtime interface emulator ( https://github.com/aws/aws-lambda-runtime-interface-emulator... ). This lets you send invoke requests to a fake listener and locally test the lambda more easily. While the emulator is provided in the AWS container base images, you don't need to run it inside a container if you're deploying with zip files. (AWS-provided container images automatically enable the emulator if not running in a lambda runtime environment, and using docker for port remapping is nice. But not at all required.)
3. Get really good at capturing all requests to external services, and mocking them out for local testing. Whether this is with free monads, effect systems, gateway classes will depend on your language and library choices.
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A note from our sponsor - InfluxDB
www.influxdata.com | 1 Sep 2025
Stats
aws/aws-lambda-runtime-interface-emulator is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of aws-lambda-runtime-interface-emulator is Go.
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