serverless.yml

# Welcome to Serverless!
#
# This file is the main config file for your service.
# It's very minimal at this point and uses default values.
# You can always add more config options for more control.
# We've included some commented out config examples here.
# Just uncomment any of them to get that config option.
#
# For full config options, check the docs:
#    docs.serverless.com
#
# Happy Coding!

service: citi-bikecaster-model # NOTE: update this with your service name
#app: your-app-name
#tenant: your-tenant-name

# You can pin your service to only deploy with a specific Serverless version
# Check out our docs for more details
# frameworkVersion: "=X.X.X"

provider:
  name: aws
  runtime: python3.6
  timeout: 300
  memorySize: 2880
  stage: prod
  region: us-east-1
  iamRoleStatements:
    - Effect: "Allow"
      Action:
        - "s3:*"
      Resource: "*"

plugins:
  - serverless-python-requirements
package:
#  include:
#    - include-me.py
#    - include-me-dir/**
  exclude:
    - data/**
    - dask-worker-space/**
    - notebooks/**
    - models/**
    - job_runs/**

functions:
  forecast:
    handler: forecaster.handler
    environment:
      API_KEY: ${ssm:bikecaster-key}
      USERNAME: bikecaster

custom:
  pythonRequirements:
    dockerizePip: true
    dockerSsh: true
    useDownloadCache: true
    useStaticCache: true
    zip: true