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shahidh_k
AWS Community Day
Bangalore
Architecture of scalable and resilient apps with
GraphQL, Amazon RDS and AWS Lambda
1
shahidh_k 2
I’m Shahidh
shahidh_k
The Problem
3
shahidh_k
Traditional architecture
App
Database
API
Payment microservice Restaurant microservice Delivery microservice
4
1. Scalable?
2. Resilient?
shahidh_k
Moving towards scale & resilience
5
shahidh_k
Async architecture
App
Database
API
Event system
Payment processing
Restaurant approval
Delivery assignment
Async microservices
6
shahidh_k
Serverless
7
shahidh_k
Serverless 🎉
$ cat index.js
exports.function = (req, res) => {
res.json({"message": "Hello World"});
}
8
$ serverless functions deploy hello_world --trigger-http
https://serverless.functions.net/hello_world
$ curl https://serverless.functions.net/hello_world
{"message": "Hello World"}
shahidh_k
Scalable!
● No OPS
● No VMs to manage
● Don’t need to worry about scaling
● Just write the code
● Deploy
● Scale for “free”
Graphic Source
9
shahidh_k
Resilient?
● Serverless functions are ephemeral
● No knowledge of state - async
● Trigger them on events
● Add retries to the mix
● We have resiliency
10
shahidh_k
Example: Food ordering app
Column | Value
-------------------+---------------------------------------
id | a705a43d-c55b-4a8a-ac16-80679bd02404
created_at | 2018-09-23 13:24:32.159024+00
user_id | eca786b6-73ae-44c7-b34f-1757af554464
is_validated | false
is_paid | false
is_approved | false
is_agent_assigned | false
11
shahidh_k
Order state machine with serverless
is_validated | false
is_paid | false
is_approved | false
is_agent_assigned | false
is_validated | true
is_paid | false
is_approved | false
is_agent_assigned | false
is_validated | true
is_paid | true
is_approved | false
is_agent_assigned | false
is_validated | true
is_paid | true
is_approved | true
is_agent_assigned | false
is_validated | true
is_paid | true
is_approved | true
is_agent_assigned | true
Checks
payment
New order
Validate
order
Restaurant
approval
Agent
assignment
Completed
12
shahidh_k
Architecture Recap
● Microservices became serverless
functions
● Serverless functions are scalable by nature
● Database events trigger async serverless
functions
● Resiliency by event source tool instead of
in the API code
● Moved specific failure handling logic to
generic failure handling
13
shahidh_k
The cost
14
App
Database
API
Event system
Payment processing
Restaurant approval
Delivery assignment
Generic Event System
Event system
Async Serverless Fns
Payment processing
Restaurant approval
Delivery assignment
shahidh_k
High level overview
Database
Event system
Payment
processing
Restaurant
approval
Delivery
assignment
Async serverless
functions
A
Database
API layer
Payment
microservice
Restaurant
microservice
Delivery
microservice
Synchronous logic Asynchronous logic
15
shahidh_k
However, there’s still one
problem
When stuff happens asynchronously, how do I
get that info back to the app?
16
shahidh_k
GraphQL
17
shahidh_k
REST vs GraphQL
Product Brand Category
GET
PUT
POST
PATCH
DELETE
GET
PUT
POST
PATCH
DELETE
GET
PUT
POST
PATCH
DELETE
ProductWithBrand
18
shahidh_k
GraphQL changes the way
we think about UI + API
● UI First modelling
● Makes API usage more natural
● Maps UI components to GraphQL queries
● Faster iterations - no back and forth b/n
frontend-backend
19
shahidh_k
GraphQL Subscriptions
Consume async info from the backend without
any worries
It’s as if REST had a WATCH verb
DatastoreApp
20
shahidh_k
Let’s say I want to build...
21
shahidh_k
Without GraphQL
● Polling from the client
● Websockets - custom API
● Community fragmentation
● Various patterns in different frameworks
● More work for the developer
22
shahidh_k
With GraphQL
● Standardised spec
● All GraphQL Clients are compatible with all
GraphQL Servers
● Client implementations available for all
major platforms and frameworks
● Subscriptions: access to async info
● Less work for the developer
23
shahidh_k
GraphQL Subscriptions
App Datastore
Process
payment
Validate
order
Agent
assignme
nt
Restauran
t approval
New Order
Complete
24
shahidh_k
However, the cost is...
25
App
Database
API
Event system
Payment processing
Restaurant approval
Delivery assignment
Generic Event System
Event system
Async Serverless Fns
Payment processing
Restaurant approval
Delivery assignment
GraphQL Server Subscriptions
shahidh_k
Traditional
vs
GraphQL + Serverless
Architecture
26
shahidh_k
Traditional architecture
App
Database
API layer
Payment microservice Restaurant microservice Delivery microservice
27
shahidh_k
Moving towards scale & resilience
App
Database
API
Event system
Payment processing
Restaurant approval
Delivery assignment
Async microservices
28
shahidh_k
GraphQL & Serverless architecture
29
App
Database
Payment processing
Restaurant approval
Delivery assignment
Mutation/Subscriptions Async serverless functions
shahidh_k
Demo Time!
30
shahidh_k
Food ordering app
31
https://serverless-demo-aws.hasura.app/order-app
shahidh_k
Food ordering app - scalable
32
https://serverless-demo-aws.hasura.app/analytics-app
shahidh_k
Food ordering app - resilient
33
https://serverless-demo-aws.hasura.app/console
shahidh_k 34
Thanks
Questions?

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