do anything visible

[changtimwu]

combine these

• https://github.com/aws-samples/aws-serverless-appsync-app
• https://github.com/sbstjn/appsync-resolvers-example
• github + AWS CI/CD
• GO/python serverless deployed with a custom domain
• https://hackernoon.com/serverless-stack-ci-cd-blue-green-deployments-a6de63142094

finding cases

https://www.youtube.com/watch?v=x6GYD5WPda4

all in one guide

https://serverless-stack.com/

[changtimwu]

• cloudwatch schedule event: https://docs.aws.amazon.com/AmazonCloudWatch/latest/events/Create-CloudWatch-Events-Scheduled-Rule.html
• very good reference on github CF to aws codepipeline: video, code. This is manual version of codestar.

CloudFormation

• The Launch Stack badge is quite useful. and CF yaml is the only thing you need to provide.
• parameters can be used to create user input.

[changtimwu]

try

• 不用 codestar, 從頭 create a project in codebuild/codedeploy
• create a lambda triggered codebuild. I want to see the Submitter is the lambda function's ARN in build history.
• ACS to apigateway

AI & Serverless

https://github.com/adhorn/poliko https://read.acloud.guru/perform-sentiment-analysis-with-amazon-comprehend-triggered-by-aws-lambda-7363db23651f

[changtimwu]

CodeBuild

best practice on CI: https://www.youtube.com/watch?v=GEPJ7Lo346A

automate upgrade

How to do npm package upgrade test weekly (and automatically)

• create cloudwatch weekly schedule
• target action is a lambda function
• that lambda function trig a specific codebuild spec(buildspec.yaml), which upgrade node modules before build.

email notfication

• when build fail (codebuild event captured by cloudwatch)
• target action is a lambda function
• lambda function send out an email with SES

cloudwatch event

• once an AWS resource change, emit an event.

build upon code change

• when the source code is in codecommit:
  • since codecommit is an AWS service, this is done with a cloudwatch rule.
  • you can see We will use Amazon CloudWatch Events to detect changes in source action of CodePipeline.
• when the source code is in github:
  • github is an external service so can't be captured by cloudwatch
  • you can see We will use webhooks to detect changes in source action of CodePipeline.

Build status badge

• only works in codecommit.

Slack notfication

• codebuild -> cloudwatch lambda target -> slack channel

Caching

• specify in buildspec.yml
• specify in codebuild project config

full build on PR

• codecommit -> cloudwatch lambda target -> lambda function -> codebuild
  • Clare update: codecommit -> cloudwatch codebuild target -> codebuild
• github -> webhook -> codebuild

boost build

• paralle build

[changtimwu]

RE:Invent 2017

CI/CD

• Deep Dive on Advanced Continuous Delivery Techniques Using AWS
  • new concept: synthetic tests. simulate user with lambda + CW schedule
  • deploy validation
  • post deployment tests
• Continuous Integration Best Practices for Software Development
• Launch Applications the Amazon Way

serverless

• What's new in Serverless?
• Serverless Architectural Patterns and Best Practices
• Become a Serverless Black Belt:
• Building Serverless Websites with Lambda@Edge
• Using AWS Lambda as a Security Team
• Getting Started with Serverless Computing Using AWS Lambda
• Thirty Serverless Architectures in 30 Minutes

Both

• GitHub to AWS Lambda: Developing, Testing, and Deploying Server
• Authoring and Deploying Serverless Applications with AWS SAM
• Building CI/CD Pipelines for Serverless Applications

CloudFormation

• Deep Dive on AWS CloudFormation

Big Data & Machine learning

• Introduction to Deep Learning
• Infinitely Scalable Machine Learning Algorithms with AWS
• Real-World AI and Deep Learning for the Enterprise
• Analyzing Streaming Data in Real Time with Amazon Kinesis
• Big Data Architectural Patterns and Best Practices on AWS
• Architecting a data lake with S3, Kinesis, Glue, Athena

[changtimwu]

• lambda has two kinds of policy
  • function policy: apply to whom has access to this function
  • execution policy: what resource can this function access