GraphQL distribution

•

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Distributing GraphQL API using API gateway and CDNs to the whole world including very distant countries in Africa. Talk taken on #GraphQLEU

Software

Copyright © 2017 iflix. All rights reserved.1
In global scale
GRAPHQL API DISTRIBUTION

Copyright © 2017 iflix. All rights reserved.3
● Redefine television for 1 billion people
● Global video-on-demand platform for emerging markets
● Hollywood, Bollywood, Nollywood, Korean, local content and much more
● Different technical challenges than in 1st world countries
● Partners with TELCO to supply service in mobile data package
IFLIX

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IFLIX REGIONS

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WHERE IS THE CATCH?

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IFLIX REGIONS

Copyright © 2017 iflix. All rights reserved.7
AWS DATA CENTERS

Copyright © 2017 iflix. All rights reserved.8
CLIENT APPLICATIONS
● Web
● Android (Mobile)
● iOS
● Android TV & STBs
● 2x Samsung TV
● 2x LG TV
● Roku
● Alibaba TV
● …

Copyright © 2017 iflix. All rights reserved.9
● 20+ engineering teams working on new features
● In 4 different timezones
● New features every day
● Ongoing refactoring
● Lot of shortcuts in early stage we need to deal with
RAPIDLY CHANGING BUSINESS

Copyright © 2017 iflix. All rights reserved.10
LOAD
130k
4+m
Asia’s fastest growing Internet TV service
NOW
?
1b
VISION
USERS
REQ / MIN

Copyright © 2017 iflix. All rights reserved.11
● Video data are easy(-ish) with CDN
● Catalogue is quite static and for all users
● Personalized collections are per group of users but still quite static
● Watch history is dynamic and strictly private
● DRM works with one time key which cannot be cached
STRUCTURE OF DATA

Copyright © 2017 iflix. All rights reserved.12
LET’S DO IT!

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NAIVE APPROACH
MICROSERVICE - A
MICROSERVICE - B
MICROSERVICE - C
MICROSERVICE - D

Copyright © 2017 iflix. All rights reserved.14
NAIVE APPROACH
MICROSERVICE - A
MICROSERVICE - B
MICROSERVICE - C
MICROSERVICE - D

Copyright © 2017 iflix. All rights reserved.15
STATIC CONTENT
CDN
MICROSERVICE - B
MICROSERVICE - C
MICROSERVICE - D
STATIC DATA GENERATOR

Copyright © 2017 iflix. All rights reserved.16
STATIC CONTENT
CDN
MICROSERVICE - B
MICROSERVICE - C
MICROSERVICE - D
STATIC DATA GENERATOR
distance from user

Copyright © 2017 iflix. All rights reserved.17
LAST MILE
SCALABILITY
FLEXIBILITY
MAINTAINABILITY

Copyright © 2017 iflix. All rights reserved.18
LAST MILE GOOD
SCALABILITY
FLEXIBILITY
MAINTAINABILITY

Copyright © 2017 iflix. All rights reserved.19
LAST MILE GOOD
SCALABILITY EXCELLENT
FLEXIBILITY
MAINTAINABILITY

Copyright © 2017 iflix. All rights reserved.20
LAST MILE GOOD
SCALABILITY EXCELLENT
FLEXIBILITY BAD
MAINTAINABILITY

Copyright © 2017 iflix. All rights reserved.21
LAST MILE GOOD
SCALABILITY EXCELLENT
FLEXIBILITY BAD
MAINTAINABILITY BAD

Copyright © 2017 iflix. All rights reserved.
GRAPHQL
GATEWAY
Integration Layer
Authentication
Evolving Schema
22
WELCOME GRAPHQL!
STATIC DATA
MICROSERVICE - B
MICROSERVICE - C
MICROSERVICE - D

Copyright © 2017 iflix. All rights reserved.
GRAPHQL
GATEWAY
Integration Layer
Authentication
Evolving Schema
23
SCHEMA EVOLUTION
STATIC DATA
MICROSERVICE - B
MICROSERVICE - C
MICROSERVICE - D
MICROSERVICE - D
v1
v2

Copyright © 2017 iflix. All rights reserved.
GRAPHQL
GATEWAY
Integration Layer
Authentication
Evolving Schema
24
SCHEMA EVOLUTION
STATIC DATA
MICROSERVICE - B
MICROSERVICE - C
MICROSERVICE - D v2

Copyright © 2017 iflix. All rights reserved.25
LAST MILE
SCALABILITY
FLEXIBILITY
MAINTAINABILITY

Copyright © 2017 iflix. All rights reserved.26
LAST MILE BAD
SCALABILITY
FLEXIBILITY
MAINTAINABILITY

Copyright © 2017 iflix. All rights reserved.27
LAST MILE BAD
SCALABILITY NOT GOOD
FLEXIBILITY
MAINTAINABILITY

Copyright © 2017 iflix. All rights reserved.28
LAST MILE BAD
SCALABILITY NOT GOOD
FLEXIBILITY EXCELLENT
MAINTAINABILITY

Copyright © 2017 iflix. All rights reserved.29
LAST MILE BAD
SCALABILITY NOT GOOD
FLEXIBILITY EXCELLENT
MAINTAINABILITY EXCELLENT

Copyright © 2017 iflix. All rights reserved.30
● Bring data as close to user as possible
● Caching
● Infrastructure independent
● Docker + Kubernetes
● TELCO partners
LAST MILE
GRAPHQL
GATEWAY

Copyright © 2017 iflix. All rights reserved.
GRAPHQL
GATEWAY
31
CACHING
DATACENTER
1x 10x
Up to 400ms on every request

Copyright © 2017 iflix. All rights reserved.
PUBLIC @CDN
GRAPHQL
GATEWAY
32
CACHING
DATACENTER
1x 3x
7x

Copyright © 2017 iflix. All rights reserved.
GRAPHQL
GATEWAY
33
CACHING
DATACENTER
1x 2x
PUBLIC @CDN
7x
PERSONALIZED @CDN
1x

Copyright © 2017 iflix. All rights reserved.
GRAPHQL
GATEWAY
34
CACHING
DATACENTER
1x 1x
PUBLIC @CDN
7x
PERSONALIZED @CDN
1x
1x Private

Copyright © 2017 iflix. All rights reserved.
GRAPHQL
GATEWAY
35
CACHING
DATACENTER
1x 1x
PUBLIC @CDN
7x
PERSONALIZED @CDN
1x
1x Private

Copyright © 2017 iflix. All rights reserved.36
LAST MILE
SCALABILITY
FLEXIBILITY
MAINTAINABILITY

Copyright © 2017 iflix. All rights reserved.37
LAST MILE EXCELLENT
SCALABILITY
FLEXIBILITY
MAINTAINABILITY

Copyright © 2017 iflix. All rights reserved.38
LAST MILE EXCELLENT
SCALABILITY GOOD
FLEXIBILITY
MAINTAINABILITY

Copyright © 2017 iflix. All rights reserved.39
LAST MILE EXCELLENT
SCALABILITY GOOD
FLEXIBILITY EXCELLENT
MAINTAINABILITY

Copyright © 2017 iflix. All rights reserved.40
LAST MILE EXCELLENT
SCALABILITY GOOD
FLEXIBILITY EXCELLENT
MAINTAINABILITY EXCELLENT

Copyright © 2017 iflix. All rights reserved.
GRAPHQL
GATEWAY
41
CACHING
1x
PUBLIC @CDN
7x
PERSONALIZED @CDN
1x
1x Private
CACHING CDN

Copyright © 2017 iflix. All rights reserved.42
LAST MILE EXCELLENT
SCALABILITY EXCELLENT
FLEXIBILITY EXCELLENT
MAINTAINABILITY EXCELLENT

Copyright © 2017 iflix. All rights reserved.43
● Integration layer using GraphQL gateway
● Continuously evolving schema
● Static everything what is possible
● Caching within gateway
● Controlled using HTTP headers
● Gateway in region = data as close to user as possible
SUMMARY

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● jakubriedl.com
● @jakubriedl
● jakubriedl
● jakubriedl
● @jakubriedl
44
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USF硕士毕业证成绩单【微信95270640】一比一伪造旧金山大学文凭@假冒USF毕业证成绩单+Q微信95270640办理USF学位证书@仿造USF毕业文凭证书@购买旧金山大学毕业证成绩单USF真实使馆认证/真实留信认证回国人员证明 #一整套旧金山大学文凭证件办理#—包含旧金山大学旧金山大学本科毕业证成绩单学历认证|使馆认证|归国人员证明|教育部认证|留信网认证永远存档教育部学历学位认证查询办理国外文凭国外学历学位认证#我们提供全套办理服务。一整套留学文凭证件服务：一：旧金山大学旧金山大学本科毕业证成绩单毕业证 #成绩单等全套材料从防伪到印刷水印底纹到钢印烫金二：真实使馆认证（留学人员回国证明）使馆存档三：真实教育部认证教育部存档教育部留服网站永久可查四：留信认证留学生信息网站永久可查国外毕业证学位证成绩单办理方法： 1客户提供办理旧金山大学旧金山大学本科毕业证成绩单信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：我们有专业老师帮你查询）； 2开始安排制作毕业证成绩单电子图； 3毕业证成绩单电子版做好以后发送给您确认； 4毕业证成绩单电子版您确认信息无误之后安排制作成品； 5成品做好拍照或者视频给您确认； 6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。教育部文凭学历认证认证的用途：如果您计划在国内发展那么办理国内教育部认证是必不可少的。事业性用人单位如银行国企公务员在您应聘时都会需要您提供这个认证。其他私营 #外企企业无需提供！办理教育部认证所需资料众多且烦琐所有材料您都必须提供原件我们凭借丰富的经验帮您快速整合材料让您少走弯路。实体公司专业为您服务如有需要请联系我: 微信95270640奈一次次令他失望山娃今年岁上五年级识得很多字从走出小屋开始山娃就知道父亲的家和工地共有一个很动听的名字——天河工地的底层空空荡荡很宽阔很凉爽在地上铺上报纸和水泥袋父亲和工人们中午全睡在地上地面坑坑洼洼山娃曾多次绊倒过也曾有长铁钉穿透凉鞋刺在脚板上但山娃不怕工地上也常有五六个从乡下来的小学生他们的父母亲也是高楼上的建筑工人小伙伴来自不同省份都操着带有浓重口音的普通话可不知为啥山娃不仅很快与他们熟识了

Measures in SQL (SIGMOD 2024, Santiago, Chile)

Julian Hyde

SQL has attained widespread adoption, but Business Intelligence tools still use their own higher level languages based upon a multidimensional paradigm. Composable calculations are what is missing from SQL, and we propose a new kind of column, called a measure, that attaches a calculation to a table. Like regular tables, tables with measures are composable and closed when used in queries. SQL-with-measures has the power, conciseness and reusability of multidimensional languages but retains SQL semantics. Measure invocations can be expanded in place to simple, clear SQL. To define the evaluation semantics for measures, we introduce context-sensitive expressions (a way to evaluate multidimensional expressions that is consistent with existing SQL semantics), a concept called evaluation context, and several operations for setting and modifying the evaluation context. A talk at SIGMOD, June 9–15, 2024, Santiago, Chile Authors: Julian Hyde (Google) and John Fremlin (Google) https://doi.org/10.1145/3626246.3653374

UI5con 2024 - Boost Your Development Experience with UI5 Tooling Extensions

Peter Muessig

The UI5 tooling is the development and build tooling of UI5. It is built in a modular and extensible way so that it can be easily extended by your needs. This session will showcase various tooling extensions which can boost your development experience by far so that you can really work offline, transpile your code in your project to use even newer versions of EcmaScript (than 2022 which is supported right now by the UI5 tooling), consume any npm package of your choice in your project, using different kind of proxies, and even stitching UI5 projects during development together to mimic your target environment.

Unveiling the Advantages of Agile Software Development.pdf

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Need for Speed: Removing speed bumps from your Symfony projects ⚡️

Łukasz Chruściel

No one wants their application to drag like a car stuck in the slow lane! Yet it’s all too common to encounter bumpy, pothole-filled solutions that slow the speed of any application. Symfony apps are not an exception. In this talk, I will take you for a spin around the performance racetrack. We’ll explore common pitfalls - those hidden potholes on your application that can cause unexpected slowdowns. Learn how to spot these performance bumps early, and more importantly, how to navigate around them to keep your application running at top speed. We will focus in particular on tuning your engine at the application level, making the right adjustments to ensure that your system responds like a well-oiled, high-performance race car.

在线购买加拿大英属哥伦比亚大学毕业证本科学位证书原版一模一样

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原版一模一样【微信：741003700 】【加拿大英属哥伦比亚大学毕业证本科学位证书】【微信：741003700 】学位证，留信认证（真实可查，永久存档）offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。本公司拥有海外各大学样板无数，能完美还原海外各大学 Bachelor Diploma degree, Master Degree Diploma 1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700 留信网认证的作用: 1:该专业认证可证明留学生真实身份 2:同时对留学生所学专业登记给予评定 3:国家专业人才认证中心颁发入库证书 4:这个认证书并且可以归档倒地方 5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息 6:个人职称评审加20分 7:个人信誉贷款加10分 8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才

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一比一原版(USF毕业证)旧金山大学毕业证如何办理

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在线购买加拿大英属哥伦比亚大学毕业证本科学位证书原版一模一样

GraphQL distribution

3. Copyright © 2017 iflix. All rights reserved.3 ● Redefine television for 1 billion people ● Global video-on-demand platform for emerging markets ● Hollywood, Bollywood, Nollywood, Korean, local content and much more ● Different technical challenges than in 1st world countries ● Partners with TELCO to supply service in mobile data package IFLIX

9. Copyright © 2017 iflix. All rights reserved.9 ● 20+ engineering teams working on new features ● In 4 different timezones ● New features every day ● Ongoing refactoring ● Lot of shortcuts in early stage we need to deal with RAPIDLY CHANGING BUSINESS

11. Copyright © 2017 iflix. All rights reserved.11 ● Video data are easy(-ish) with CDN ● Catalogue is quite static and for all users ● Personalized collections are per group of users but still quite static ● Watch history is dynamic and strictly private ● DRM works with one time key which cannot be cached STRUCTURE OF DATA

23. Copyright © 2017 iflix. All rights reserved. GRAPHQL GATEWAY Integration Layer Authentication Evolving Schema 23 SCHEMA EVOLUTION STATIC DATA MICROSERVICE - B MICROSERVICE - C MICROSERVICE - D MICROSERVICE - D v1 v2

43. Copyright © 2017 iflix. All rights reserved.43 ● Integration layer using GraphQL gateway ● Continuously evolving schema ● Static everything what is possible ● Caching within gateway ● Controlled using HTTP headers ● Gateway in region = data as close to user as possible SUMMARY

GraphQL distribution

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