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Transforming the Netflix API
Ben Schmaus, Netflix
October 2013, API World
bschmaus@netflix.com || @schmaus
Streaming TV Shows & Movies Globally
> 1000 Devices
1/3 of
Internet
at peak
Exclusive
Content
Almost 38 million
subscribers in over
40 countries
Personalization
Engine
User Info
Movie
Metadata
Ratings
Similar
Movies
Instant
Queue
A/B Test
Engine
API
Personalization
Engine
User Info
Movie
Metadata
Ratings
Similar
Movies
Instant
Queue
A/B Test
Engine
API
Enable UX
Innovation
Insulate from
Failure
It wasn’t always this way
Foster
Innovation
from
Outside
REST for Easy Interop, Integration
RESTful
API
REST for Easy Interop, Integration
RESTful
API
Model resources like users, movies, series,
ratings, etc
REST for Easy Interop, Integration
RESTful
API
/catalog/titles
/catalog/titles/movies
/catalog/titles/series
/catalog/titles/series/episodes
REST for Easy Interop, Integration
RESTful
API
/users/lists
/users/title_states
/users/ratings
Enter
Streaming
Devices
Lots of devices, lots of variety
across platforms
External apps
1 /apps/{app_id}/config
1 /users/{user_id}
1 /users/{user_id}/queues/instant/available
1 /users/{user_id}/lists
26 /catalog/titles?...
Doesn’t include JS, CSS, images,
etc.
1 /apps/{app_id}/config
1 /users/{user_id}
1 /users/{user_id}/queues/instant/available
1 /users/{user_id}/lists
26 /catalog/titles?...
Device variance: interaction models
Device variance: interaction models
& form factors
A/B Tests Add to the Challenge
“Bolt on” functionality
expand=@queue_item@title,@box_art_exists,
@short_synopsis,@directors,@cast,@episodes,@formats,
@format_availability,@subtitle_languages,
@languages_and_audio,@maturity_ratings
Resource-based API wasn’t scaling
Model Resources
/catalog, /users
Model Experiences
/tv/home
Reduce network chattiness
Support device optimizations
Enable fast dev iterations
GET
/users/{user_id}/lists
apiGateway.getLists(userId)
Discrete HTTP requests pay WAN tax repeatedly
Single, optimized request; pay WAN tax once
Single, optimized request; pay WAN tax once
Client data assembly
logic pushed to server
Add server-side scripting capability
Enable independent dev and device
optimization
API
Internet /tv/home
API
/tv/home
Client Server
Internet
API
Application
Client Server
Internet /tv/home
API
Client Server
Internet
UI
Teams
Application
/tv/home
API
API
Team
Client Server
Internet
UI
Teams
Application
/tv/home
API
UI
Teams
API
Team
Mid-tier
Services
Client Server
Internet
Application
/tv/home
RxJava Hystrix
API
Team
JavaServiceLayer
Mid-tier
Services
UI
Teams
Client Server
Internet
Application
/tv/home
ELB Zuul
Mid-tier
Services
Scriptable
Backend
Scriptable
Backend
+
API Layer
https://github.com/Netflix/Hystrix
resilience patterns for distributed
systems
https://github.com/Netflix/RxJava
async, event-based programming
https://github.com/Netflix/zuul
dynamic request routing, realtime
monitoring, resiliency
Need well-appointed toolkit
Cassandra
upload script.groovy
for /script
Cassandra
Cassandra
activate /script
upload script.groovy
for /script
Cassandra
Cassandra
activate /script
Cassandra
Scriptable
Backend
load /script
upload script.groovy
for /script
Cassandra
Cassandra
activate /script
Cassandra
Scriptable
Backend
load /script
upload script.groovy
for /script
Scriptable
Backend
Device
Client
GET
/script
Deployment & Ops
Historical & realtime metrics, sort
realtime by error/request rate
Distributed grep + tail
2013-05-09.20:38:54 MX 200 us-east-1c i-1824cb73 i-1c61b77f prod NFPS3-001-8G50FJCX...
288404769389848058 90ms api-global.netflix.com GET /tvui/release/470/plus/pathEvaluator -
amazon.ami-id: ami-502eb039
amazon.availability-zone: us-east-1c
amazon.instance-id: i-1824cb73
amazon.instance-type: m2.2xlarge
amazon.local-ipv4: 10.6.213.112
amazon.public-hostname: ec2-54-243-4-69.compute-1.amazonaws.com
amazon.public-ipv4: 54.243.4.69
cookie_esn: NFPS3-001-8G50FJCX...
country: MX
currentTime: 1368131934468
duration-millis: 90
esn: NFPS3-001-8G50FJCX...
geo.city: CIUDADOBREGON
...
$ ./simple_stream.py -f -q 'e["country"]=="MX" && e["esn"]
==~/NFPS3.*/' -r us
Go for haystack handing you
the needle
Or at least be able to make smaller
haystacks
Run 1% of your traffic on the new
code and see how it does
API ami-123 API ami-456
2xx
4xx
5xx
latency
busy threads
load
...
Confidence score for each AMI based on
comparison of 1000+ metrics
Scannable visualization of metric space
More
important
Less
important
Your basic red/black push
Doing red/black by hand for multiple
clusters across multiple regions is
not fun
Automate multi-cluster/region
pushes
Automate multi-cluster/region
pushes
Don't forget to
automate
rollbacks, too!
$Who, $What, $Where, $When
e.g., "bschmaus, ami-123, Sandbox Canary, 2013-05-06 19:05"
Latest prod change in chat topic
Quickly see status of all clusters in a
region
API for APIs
Control network interactions
Device optimization
Development agility
Automation & insights
Continuously experiment to make
hard things easier
bschmaus@netflix.com
@schmaus
Great
Engineers
Wanted!
jobs.netflix.com

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