serverless.yml

service: your_service_name

provider:
  name: aws
  runtime: python3.7
  profile: your_profile_name
  region: us-east-1
  timeout: 60
  iamRoleStatements:
    - Effect: Allow
      Action:
        - s3:getObject
      Resource: arn:aws:s3:::bucketname/*  #replace this with your bucket name
    - Effect: Allow
      Action:
        - "lambda:InvokeFunction"
      Resource: "*"

custom:
  pythonRequirements:
    dockerizePip: true
    zip: true
    slim: true
    strip: false
    noDeploy:
      - docutils
      - jmespath
      - pip
      - python-dateutil
      - setuptools
      - six
      - tensorboard
    useStaticCache: true
    useDownloadCache: true
    cacheLocation: "./cache"

package:
  individually: false
  exclude:
    - package.json
    - package-log.json
    - node_modules/**
    - cache/**
    - test/**
    - __pycache__/**
    - .pytest_cache/**
    - model/pytorch_model.bin
    - raw/**
    - .vscode/**
    - .ipynb_checkpoints/**
    - venv/**

functions:
  transformImage:
    handler: src/handler.lambda_handler
    memorySize: 3008
    timeout: 300
    events:
      - http:
          path: transform
          method: post
          cors: true

plugins:
  - serverless-python-requirements