fl-aws
gateway
fl-aws | gateway | |
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1 | 4 | |
15 | 8 | |
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0.0 | 0.0 | |
over 7 years ago | almost 2 years ago | |
Go | ||
Apache License 2.0 | MIT License |
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fl-aws
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Ask HN: Does anyone else find the AWS Lambda developer experience poor?
Living in my team's bubble i thought everyone runs or tries to run parallel environments: prod, staging, dev, but also an individual (person) or feature env. Why? Because there's no emulator or documentation that will teach you real behavior. Like others have said, AWS seems out of this world. Just like GCP and Azure i might add. Some things you don't expect and they mesmerize you how smart they are. Some you expect and you can't fathom how come you're the "only" one screaming. Random thought: this is how i ended up logging all I bumped into into "Fl-aws" https://github.com/andreineculau/fl-aws
Back to the point: reality is that many build their AWS environment (prod) manually, maybe they duplicate once (dev) also manually, maybe they use some automation for their "code" (lambda) but that's it. This implies it's practically impossible to run end-to-end tests. You can't do that in prod for obvious reasons and you can't do it in dev either - you have many devs queueing, maybe dev is not in sync with prod etc.
My team ran cloudformation end-to-end. We actually orchestrated and wrapped cloudformation (this is yet another topic for not using terraform etc) so that if smth couldn't be done in CFN, it would still be automated and reproducible. Long story short, in 30 minutes (it was this long because we had to wait for cloudfront etc) we had a new environment, ready to play with. A total sandbox. Every dev had their own and it was easy to deploy from a release artifact or a git branch to this environment. Similarly you could create a separate env for more elaborate changes to the architecture. And test in a live environment.
Finally to your question: how do you test end-to-end?
If we talk about lambdas because that's where the business logic lies in a "serverless" architecture, then the answer is by calling the system which will eventually call your lambda/s along the way. If your lambda ia sitting behind AWS gateway, then fire an http request. Is it triggered when objects land on S3? Then push some object to S3. How do you assert? Just the same - http response, S3 changes etc. Not to mention you can also check cloudwatch for specific log entries (though they are not instant).
With this type of a setup, which sounds complex, but it is not since it is 100% reproducible (also from project to project - I had several), adding this proxy-to-my-dev-machine lambda would mean I can make local changes and then fire unit AND end-to-end tests without any changes pushed to AWS, which is the main time/energy consumer imo.
PS: sorry for the wall of text. Like i said i recently realized that the development realities have huge discrepancies, so i tried to summarize my reality :)
gateway
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Testing and Running Go API GW Lambda's Locally
Seems like a reinvention of https://github.com/carlmjohnson/gateway
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Develop & Debug AWS Lambdas Using SAM
Just use https://github.com/carlmjohnson/gateway instead.
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Go stack for web development
https://blog.carlmjohnson.net/post/2020/how-to-host-golang-on-netlify-for-free/ Host on Netlify, but use https://github.com/carlmjohnson/gateway so you can seamlessly switch to a real server if your service ever catches on.
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Ask HN: Does anyone else find the AWS Lambda developer experience poor?
For developing API Gateway web servers on Lambda in Go, I use an adaptor, so it becomes a standard HTTP request, and I can just write a web service like any other. https://github.com/carlmjohnson/gateway For event based stuff… I have always avoided it for exactly this reason. Seems completely untestable and a pain to get working right.
What are some alternatives?
aws-lambda-runtime-interface-emulator
sst - Build modern full-stack applications on AWS
Pion WebRTC - Pure Go implementation of the WebRTC API