lambda-with-pytorch-container

This is a blank project for TypeScript development with CDK.

The cdk.json file tells the CDK Toolkit how to execute your app.

Useful commands

• npm run build compile typescript to js
• npm run watch watch for changes and compile
• npm run test perform the jest unit tests
• cdk deploy deploy this stack to your default AWS account/region
• cdk diff compare deployed stack with current state
• cdk synth emits the synthesized CloudFormation template

説明

api gateway - lambda w/containerで構成されている。

画像とその他のデータを含むmultipart/form-dataのリクエストから 画像だけ取り出しResNet50で適当に処理して適当に値を返す。

develop api

develop in local

# in /lambda
poetry install

run local

# in /lambda
docker-compose up --build

curl -XPOST "http://localhost:9000/2015-03-31/functions/function/invocations" -d '{}'

jsonしかうまく送れないかも

deploy api

# in /
npx cdk deploy --profile ${aws_profile_name}