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MIDWEST | CHICAGO
Gateways to Gateways:
API Development in the Cloud
Amy Arambulo Negrette | Cloudreach | 2019
Who am I?
Amy Arambulo
Negrette
I build a lot of APIs a lot of
different ways for a lot of
different people.
Let’s talk APIs
What are APIs?
“A system of tools and resources in an operating system, enabling
developers to create software applications.”
What do we mean?
The Abstracted Layer that allows communication to application logic
and returns a response – OR – the application which traffics the
request to the logic. 5
“Serverless computing (or serverless for
short), is an execution model where the
cloud provider (AWS, Azure, or Google
Cloud) is responsible for executing a piece
of code by dynamically allocating the
resources.” – The Serverless Stack
6
What is Serverless really?
An Event Driven Application Design that
leverages Cloud Native Services.
• Fast
• Optimized
• Scales
• Pay-as-You-Go
7
Decisions, decisions!
8
New Development
9
10
Containers
Containers are like small, streamlined virtual
machines. Except where a virtual machine is an
entire system, OS and all, a Container will only
have an application and its dependencies, using
the OS and Kernel of the machine it lives on.
For APIs housed in containers, an API, its
framework, and a webserver can live in the
container, while its required infrastructure, such
as a Linux or Windows machine, remain outside.
Source: Docker.com | What is a
Container?
11
Containers
Pros:
Ø Can move from machine to machine
Ø No need to upskill API developers*
Ø More Runtime Control
Cons:
Ø High overhead on Container Maintenance
Ø One bad container…
Source: Docker.com | What is a
Container?
12
Serverless architecture uses Cloud Native
services to create an infrastructure that
does not need to be managed by the
Developer. It most often uses a
combination of a Cloud Provided API
Gateway and Functions as a Service or
Containers.
For developing APIs, the Cloud Provider
will create a collection of endpoints that
connect to a Cloud Compute Service
triggered by Events such as HTTP Requests
or Event Queues.
Serverless
13
Pros:
Ø Lightweight
Ø Pay-as-you-go
Ø Cloud Native, Cloud Optimized
Cons:
Ø A very different Programming
Paradigm
Ø Vendor Lock
Ø Developers touch more
Infrastructure
Serverless
Legacy APIs
14
15
Lift & Shift
Pros:
Ø Least Code Changes
Ø Fastest to Live
Ø No Upskilling
Cons:
Ø Pay Per Hour
Ø Lose Optimization
16
Modernize
Pros:
Ø Optimized
Ø Future Proof
Cons:
Ø Slow to Market
Ø Requires overhaul of
infrastructure and software
Ø Language Specific
Why Serverless?
17
1818
19
Application Requirements
Ø Maintains a database of Unicorns and States
Ø Allow Authentication for Users
Ø Maintain a database of Users
Ø Maintain a history of Actions
Ø Allow Users to order Unicorns
20
Application Diagram
21
All about the $$$$
This includes no scaling, no auto-patching, and an always-on design.
22
Serverless Design
23
ServerLESS $$$
1,250,000 invocations for less than $1
2,000,000 are less than $4
API Gateway costs $3.50 per million
requests for the first 330m
Cognito is free for your first 50k maus
DynamoDB is $5.33 for 355k reads and
355k writes
Amplify costs $.15 per GB served.
24
Version Control
Ø Track All Development & Prevent Loss
Ø Infrastructure as Code
Ø Deploying Cloud Native Resources using JSON or
YAML definitions
Ø Native and Framework Definitions can be tracked in
Git
25
Serverless Application
Management
Ø Native Service for deploying AWS
Resources
Ø Defined in YAML
Ø Can Deploy from the Command
Line
Ø Deploys to a CloudFormation
Stack
26
Terraform
Ø Good at deploying Multi-Cloud
Resources, Less good at Serverless
Resources
Ø Defined in HCL
Ø Deploys only from Command Line
Ø Does not create CloudFormation
Stack
Ø Need to repackage the deployment
package on every apply
27
Serverless Framework
Ø Good at deploying *most*
Cloud Native Services
Ø Still need to build some things
manually
Ø Creates Stack definitions in the
Cloud
Ø Definitions can be checked into
Git
28
Runtime Control - Layers
A function can use up to 5 layers at
a time. The total unzipped size of
the function and all layers can't
exceed the unzipped deployment
package size limit of 250 MB
29
Monitoring – Cloudwatch & X-Ray
Ø Not End User
Friendly
Ø Requires
Instrumentation
Ø Requires a lot of
‘clicks’ to get there
30
Monitoring - 3rd Party
Tools
Ø User Friendly
Ø Add as a Layer or Library
Ø Easy to Navigate
Ø More Visual Context
Ø How to build New APIs
Ø How to Migrate Legacy
APIs
Ø Breaking Apart Monolith
Applications
Ø The Costs of Monolith vs
Serverless
31
Ø Version Control with
Infrastructure as Code
Ø Controlling Runtimes
Ø Monitoring Serverless
Resources
Gateways to Gateways: API
Development in the Cloud
Amy Arambulo Negrette | Cloudreach
Linkedin: /in/amycodes
Twitter: @nerdypaws
32

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AWS Community Day - Amy Negrette - Gateways to Gateways

  • 2. Gateways to Gateways: API Development in the Cloud Amy Arambulo Negrette | Cloudreach | 2019
  • 3. Who am I? Amy Arambulo Negrette I build a lot of APIs a lot of different ways for a lot of different people.
  • 5. What are APIs? “A system of tools and resources in an operating system, enabling developers to create software applications.” What do we mean? The Abstracted Layer that allows communication to application logic and returns a response – OR – the application which traffics the request to the logic. 5
  • 6. “Serverless computing (or serverless for short), is an execution model where the cloud provider (AWS, Azure, or Google Cloud) is responsible for executing a piece of code by dynamically allocating the resources.” – The Serverless Stack 6
  • 7. What is Serverless really? An Event Driven Application Design that leverages Cloud Native Services. • Fast • Optimized • Scales • Pay-as-You-Go 7
  • 10. 10 Containers Containers are like small, streamlined virtual machines. Except where a virtual machine is an entire system, OS and all, a Container will only have an application and its dependencies, using the OS and Kernel of the machine it lives on. For APIs housed in containers, an API, its framework, and a webserver can live in the container, while its required infrastructure, such as a Linux or Windows machine, remain outside. Source: Docker.com | What is a Container?
  • 11. 11 Containers Pros: Ø Can move from machine to machine Ø No need to upskill API developers* Ø More Runtime Control Cons: Ø High overhead on Container Maintenance Ø One bad container… Source: Docker.com | What is a Container?
  • 12. 12 Serverless architecture uses Cloud Native services to create an infrastructure that does not need to be managed by the Developer. It most often uses a combination of a Cloud Provided API Gateway and Functions as a Service or Containers. For developing APIs, the Cloud Provider will create a collection of endpoints that connect to a Cloud Compute Service triggered by Events such as HTTP Requests or Event Queues. Serverless
  • 13. 13 Pros: Ø Lightweight Ø Pay-as-you-go Ø Cloud Native, Cloud Optimized Cons: Ø A very different Programming Paradigm Ø Vendor Lock Ø Developers touch more Infrastructure Serverless
  • 15. 15 Lift & Shift Pros: Ø Least Code Changes Ø Fastest to Live Ø No Upskilling Cons: Ø Pay Per Hour Ø Lose Optimization
  • 16. 16 Modernize Pros: Ø Optimized Ø Future Proof Cons: Ø Slow to Market Ø Requires overhaul of infrastructure and software Ø Language Specific
  • 18. 1818
  • 19. 19 Application Requirements Ø Maintains a database of Unicorns and States Ø Allow Authentication for Users Ø Maintain a database of Users Ø Maintain a history of Actions Ø Allow Users to order Unicorns
  • 21. 21 All about the $$$$ This includes no scaling, no auto-patching, and an always-on design.
  • 23. 23 ServerLESS $$$ 1,250,000 invocations for less than $1 2,000,000 are less than $4 API Gateway costs $3.50 per million requests for the first 330m Cognito is free for your first 50k maus DynamoDB is $5.33 for 355k reads and 355k writes Amplify costs $.15 per GB served.
  • 24. 24 Version Control Ø Track All Development & Prevent Loss Ø Infrastructure as Code Ø Deploying Cloud Native Resources using JSON or YAML definitions Ø Native and Framework Definitions can be tracked in Git
  • 25. 25 Serverless Application Management Ø Native Service for deploying AWS Resources Ø Defined in YAML Ø Can Deploy from the Command Line Ø Deploys to a CloudFormation Stack
  • 26. 26 Terraform Ø Good at deploying Multi-Cloud Resources, Less good at Serverless Resources Ø Defined in HCL Ø Deploys only from Command Line Ø Does not create CloudFormation Stack Ø Need to repackage the deployment package on every apply
  • 27. 27 Serverless Framework Ø Good at deploying *most* Cloud Native Services Ø Still need to build some things manually Ø Creates Stack definitions in the Cloud Ø Definitions can be checked into Git
  • 28. 28 Runtime Control - Layers A function can use up to 5 layers at a time. The total unzipped size of the function and all layers can't exceed the unzipped deployment package size limit of 250 MB
  • 29. 29 Monitoring – Cloudwatch & X-Ray Ø Not End User Friendly Ø Requires Instrumentation Ø Requires a lot of ‘clicks’ to get there
  • 30. 30 Monitoring - 3rd Party Tools Ø User Friendly Ø Add as a Layer or Library Ø Easy to Navigate Ø More Visual Context
  • 31. Ø How to build New APIs Ø How to Migrate Legacy APIs Ø Breaking Apart Monolith Applications Ø The Costs of Monolith vs Serverless 31 Ø Version Control with Infrastructure as Code Ø Controlling Runtimes Ø Monitoring Serverless Resources
  • 32. Gateways to Gateways: API Development in the Cloud Amy Arambulo Negrette | Cloudreach Linkedin: /in/amycodes Twitter: @nerdypaws 32