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“INTRODUCTION
TO AWS LAMBDA WITH PYTHON”
George Zografos
akis@adaplo.com
Software Engineer at
“An advertising automation solution for ecommerce stores”
Agenda
1. About AWS Lambda
2. Getting Started
3. Benefits vs. Drawbacks
4. Use Cases
5. Useful Information
6. Python Demo
About AWS Lambda
⬡ AWS Lambda lets you run code without provisioning or managing
servers. You pay only for the compute time you consume - there is no
charge when your code is not running. With Lambda, you can run
code for virtually any type of application or backend service - all with
zero administration.
— According to AWS Developer Guide
AWS Lambda
Serverless are applications where some amount of server-side logic is
written by the application developer but is run in stateless compute
containers that are event-triggered, ephemeral, and fully managed by
a third party. Serverless is also called Function As A Service (FaaS).
— According to Martin Fowler
Serverless
How does Serverless help?
It helps developers focus on the core business problem and reduces
the amount of code they need to write by abolishing the need to run
servers and manage infrastructure.
Getting Started
Log in to AWS
Go To Lambda
Create your function
Execute the lambda function
1. HTTP POST request
2. AWS CLI
3. Python boto3 library
4. Different types of event sources from other AWS resources (API
Gateway, S3, Kinesis, SNS, Cloudwatch Logs/Events)
Lambda function event sources
Benefits vs. Drawbacks
Built-in fault
tolerance
No infrastructure
to manage
Scale automatically
up or down
Pay only for what
you use
Extend AWS services
with custom logic
Benefits
1. Lock into AWS ecosystem
2. New tech that is not battled tested throughout history
3. Long running task that cannot be split into smaller subtasks
4. Non customizable execution environment
5. Not ideal for complex computations with high resource requirements
Drawbacks
Use Cases
API Gateway
Example 1 - API Backend
Lambda DynamoDB
S3
1. Download static website
2. AJAX request to website
3. Proxy HTTP message 4. Get state from storage
Example 2 - Image Compression
LambdaS3
1. User uploads photo
2. Notify that photo
has been uploaded
3. Process photo
and store result
S3
CloudWatch Event
Example 3 - Cron Management
Lambda
Every 5 minutes
CloudWatch Event Lambda
Every 6 hours
Example 4 - Auxilliary FaaS
LambdaServer
1. Register to website 3. Async Invoke Lambda
4. Send
confirmation e-mail
Mailchimp
2. Save to
database
Database
Example 5 - Data Pipeline
Lambda Redshift
1. Send data
2. Filtered data 3. Transformed data
Lambda
Useful Information
Case Studies
⬡ Google Cloud Functions
⬡ IBM OpenWhisk
⬡ Auth0 webtask.io
⬡ Azure Cloud Functions
Alternatives
References
⬡ AWS Lambda documentation
http://docs.aws.amazon.com/lambda/latest/dg/welcome.html?shortFooter=true
⬡ Awesome curated list of server less resources
https://github.com/anaibol/awesome-serverless
⬡ Another list of awesome server less resources
https://github.com/ServerlessHeroes/serverless-resources
https://www.reddit.com/r/serverless/
https://martinfowler.com/articles/serverless.html
Questions ?
“PYTHON DEMO”
George Zografos
akis@adaplo.com
Software Engineer @

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Introduction to AWS Lambda with Python

  • 1. “INTRODUCTION TO AWS LAMBDA WITH PYTHON” George Zografos akis@adaplo.com
  • 2. Software Engineer at “An advertising automation solution for ecommerce stores”
  • 3. Agenda 1. About AWS Lambda 2. Getting Started 3. Benefits vs. Drawbacks 4. Use Cases 5. Useful Information 6. Python Demo
  • 5. ⬡ AWS Lambda lets you run code without provisioning or managing servers. You pay only for the compute time you consume - there is no charge when your code is not running. With Lambda, you can run code for virtually any type of application or backend service - all with zero administration. — According to AWS Developer Guide AWS Lambda
  • 6. Serverless are applications where some amount of server-side logic is written by the application developer but is run in stateless compute containers that are event-triggered, ephemeral, and fully managed by a third party. Serverless is also called Function As A Service (FaaS). — According to Martin Fowler Serverless
  • 7. How does Serverless help? It helps developers focus on the core business problem and reduces the amount of code they need to write by abolishing the need to run servers and manage infrastructure.
  • 9. Log in to AWS
  • 12. Execute the lambda function
  • 13. 1. HTTP POST request 2. AWS CLI 3. Python boto3 library 4. Different types of event sources from other AWS resources (API Gateway, S3, Kinesis, SNS, Cloudwatch Logs/Events) Lambda function event sources
  • 15. Built-in fault tolerance No infrastructure to manage Scale automatically up or down Pay only for what you use Extend AWS services with custom logic Benefits
  • 16. 1. Lock into AWS ecosystem 2. New tech that is not battled tested throughout history 3. Long running task that cannot be split into smaller subtasks 4. Non customizable execution environment 5. Not ideal for complex computations with high resource requirements Drawbacks
  • 18. API Gateway Example 1 - API Backend Lambda DynamoDB S3 1. Download static website 2. AJAX request to website 3. Proxy HTTP message 4. Get state from storage
  • 19. Example 2 - Image Compression LambdaS3 1. User uploads photo 2. Notify that photo has been uploaded 3. Process photo and store result S3
  • 20. CloudWatch Event Example 3 - Cron Management Lambda Every 5 minutes CloudWatch Event Lambda Every 6 hours
  • 21. Example 4 - Auxilliary FaaS LambdaServer 1. Register to website 3. Async Invoke Lambda 4. Send confirmation e-mail Mailchimp 2. Save to database Database
  • 22. Example 5 - Data Pipeline Lambda Redshift 1. Send data 2. Filtered data 3. Transformed data Lambda
  • 25. ⬡ Google Cloud Functions ⬡ IBM OpenWhisk ⬡ Auth0 webtask.io ⬡ Azure Cloud Functions Alternatives
  • 26. References ⬡ AWS Lambda documentation http://docs.aws.amazon.com/lambda/latest/dg/welcome.html?shortFooter=true ⬡ Awesome curated list of server less resources https://github.com/anaibol/awesome-serverless ⬡ Another list of awesome server less resources https://github.com/ServerlessHeroes/serverless-resources https://www.reddit.com/r/serverless/ https://martinfowler.com/articles/serverless.html

Notes de l'éditeur

  1. Architectural patterns are not straightforward => a. Limited information, tooling & frameworks b.New tech stack that is not battled tested throughout history No easy way to shut the system down if required programming language/version is not supported Resource = memory and GPU