Upgrade to PRO for Only $50/Year—Limited-Time Offer! 🔥
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Data Loading Patterns with JSON API
Search
Balint Erdi
March 28, 2017
Technology
5
1.4k
Data Loading Patterns with JSON API
The talk I gave at EmberConf 2017, on 03/28/2017
Balint Erdi
March 28, 2017
Tweet
Share
More Decks by Balint Erdi
See All by Balint Erdi
Why you should consider Ember.js for your next project
balint
4
310
Data Loading Patterns in Ember
balint
1
220
Auth* in Ember apps with Torii
balint
1
310
(Somewhat) Complex Component Design – Ember.BP, 2015/02/11
balint
1
94
Complex Component Design in Ember
balint
0
390
Don't call me back - How Ember uses promises and how you can, too
balint
5
11k
Acceptance testing in Ember.js
balint
1
530
Unit testing in Ember.js
balint
0
89
Introduction to ember-data
balint
0
170
Other Decks in Technology
See All in Technology
「Managed Instances」と「durable functions」で広がるAWS Lambdaのユースケース
lamaglama39
0
310
Edge AI Performance on Zephyr Pico vs. Pico 2
iotengineer22
0
150
ブロックテーマとこれからの WordPress サイト制作 / Toyama WordPress Meetup Vol.81
torounit
0
570
Karate+Database RiderによるAPI自動テスト導入工数をCline+GitLab MCPを使って2割削減を目指す! / 20251206 Kazuki Takahashi
shift_evolve
PRO
1
750
Database イノベーショントークを振り返る/reinvent-2025-database-innovation-talk-recap
emiki
0
150
グレートファイアウォールを自宅に建てよう
ctes091x
0
150
技術以外の世界に『越境』しエンジニアとして進化を遂げる 〜Kotlinへの愛とDevHRとしての挑戦を添えて〜
subroh0508
1
450
打 造 A I 驅 動 的 G i t H u b ⾃ 動 化 ⼯ 作 流 程
appleboy
0
320
生成AI時代におけるグローバル戦略思考
taka_aki
0
180
世界最速級 memcached 互換サーバー作った
yasukata
0
340
エンジニアリングをやめたくないので問い続ける
estie
2
1.2k
re:Invent 2025 ~何をする者であり、どこへいくのか~
tetutetu214
0
210
Featured
See All Featured
Product Roadmaps are Hard
iamctodd
PRO
55
12k
It's Worth the Effort
3n
187
29k
ReactJS: Keep Simple. Everything can be a component!
pedronauck
666
130k
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
21
1.3k
A better future with KSS
kneath
240
18k
Thoughts on Productivity
jonyablonski
73
5k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
marcduiker
35
2.3k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
55
3.1k
Reflections from 52 weeks, 52 projects
jeffersonlam
355
21k
Raft: Consensus for Rubyists
vanstee
141
7.2k
Learning to Love Humans: Emotional Interface Design
aarron
274
41k
Done Done
chrislema
186
16k
Transcript
Data Loading Patterns EmberConf 2017, Portland 03/28/2017
Data Loading Patterns with JSON API EmberConf 2017, Portland 03/28/2017
This talk is going to be … • A series
of prevalent use cases • Rich in code examples • Packed with actionable advice
Why JSON API?
What kind of API? • Backend dev: “What kind of
API are we going to use?” • Me: “JSON API” • We: “Let’s start working then”
CoC for APIs
Covering The Basics
Covering the basics (ED) • store.findRecord(‘band’, 1) • if the
record is in the store => returns it, and re-fetches it in the background • if the record is not in the store => returns a promise
Covering the basics (ED) • store.findAll(‘band’) • if >= 1
record in the store => returns them and triggers a refetch in the bg. • if there is no record in the store => returns a promise to fetch all of them
Covering the basics (ED) • store.peekRecord(‘band’, 1) • never triggers
a reload • returns the record if it’s in the store • returns null if it’s not
Covering the basics (ED) • store.peekAll(‘band’) • never triggers a
reload • returns the records already in the store
Covering the basics (ED) • shouldBackgroundReloadRecord • shouldBackgroundReloadAll • configurable
on the adapter
Covering the basics (Ember) • The model hooks are resolved
top-down • A child route is not entered before the hooks are run for its parent
Covering the basics (Ember) • Returning a promise in the
model hook “blocks” rendering the page • `findRecord`, `findAll`, `query` all return promises
The app
application bands bands.band.songs bands.band
Balint Erdi @baaz balinterdi.com Ember.js consultant
Case Studies
Fetching Relationship Data
Lazy Fetching
None
None
Pros & cons • Simple, works out of the box
• On-demand data fetching • Might trigger N requests • Disturbing flicker
Pre-loading the relationship
None
None
Move relationship data fetching to the route’s model hook if
you want to block rendering
Pros & cons • Better UX than the lazy fetching
scenario • Might still trigger N requests • RSVP.hash in the model hook is considered an anti-pattern
Side-loading
“An endpoint MAY also support an include request parameter to
allow the client to customize which related resources should be returned.”
None
None
None
None
Why is there a flicker? Shouldn’t the songs be side-loaded
and only then the page rendered?
None
None
None
Pros & cons • We leverage JSON:API • Explicit control
over fetching relationship data • Delays the rendering of the band template
Honorable mention: References API (ED 2.5)
Data loading strategy should be part of the design process
Searching on the Backend
“The filter query parameter is reserved for filtering data. Servers
and clients SHOULD use this key for filtering operations.”
None
None
Does a global search
None
None
Use a JSON API filter and query the relationship
Sorting
“An endpoint MAY support requests to sort the primary data
with a sort query parameter. The value for sort MUST represent sort fields.”
“The sort order for each sort field MUST be ascending
unless it is prefixed with a minus (U+002D HYPHEN-MINUS, “-“), in which case it MUST be descending.”
None
None
None
Use the JSON API `sort` parameter without transform
Pagination
“A server MAY choose to limit the number of resources
returned in a response to a subset (“page”) of the whole set available.”
“Note: JSON API is agnostic about the pagination strategy used
by a server. (…) The page query parameter can be used as a basis for any of these strategies.”
“Where specified, a meta member can be used to include
non-standard meta- information. The value of each meta member MUST be an object (a “meta object”).”
None
None
None
None
Use JSON API’s `page` parameters and pagination meta data
Indicating ongoing background record fetching
None
None
None
None
None
Eager return
None
None
Deconstruct the background data fetching process to have more control
over the loading process
Use ember-concurrency
None
No manual loading flag setting, run loop scheduling and reload
option setting
https://balinterdi.com/ emberconf
None
References • Rock and Roll with Ember book • {json:api}
specification • JSONAPI::Resources docs site • ember-concurrency or How I Learned to Stop Worrying and Love the Task on LinkedIn Enginnering • Lessons learned from four years with Ember by Ryan Toronto