SlideShare uma empresa Scribd logo
1 de 41
Baixar para ler offline
Mixin' it Up:
Datastore
Edition
                Chris Cahoon
                Eric Oestrich
Using only an
object store
on a largeish app
and then remembering you can use more
than one database in a system
The (Central) Problem
Hierarchical forms & responses
Survey                    Response


  Question (text)           Answer


  Question Group            Answer Group


     Question (date)          Answer (date)


     Question (phone #)       Answer (phone #)
NUMBERS
Lots of questions
Lots of forms
Lots of users
Lots of responses
= Lots of queries
"We need an
object store!"
MONGOID!
feels like ActiveRecord inside MongoDB
"This form belongs_to
user!"
"Mongoid has helpers for
            relations?!"
Response   Survey




User




           Not bad.
(months pass...)
User
                       Survey



       Campaign

                          (etc.) (very etc.)
Organization



            Response


                                      Oh.
Mongoid works perfectly
for those two models
...but everything
else is relational!
There are
problems with
 object stores
... used like a
       relational db

(there are things we
missed from relational
DBs)
Relations
Can only query
one collection at
          a time
Denormalization
No foreign keys
I accidentally the object
Can I have my cake?
           and eat it too?
Just Mongoid
Querying
# 2 queries
surveys = Survey.where(:campaign_id.in =>
     @user.campaigns.map(&:id))

survey_ids = surveys.map(&:id)

# + 1 query
Response.where(:survey_id.in => survey_ids,
   :complete => true).first.answers

# = 3 total queries for search, not
chainable
Interlude
Mongoid & ActiveRecord
Bridging the gap
Search with SQL, store
with Mongo
# 1 query
Response.
   joins(:survey, :campaign).
   where('complete' => true,
     "campaigns.user_id" => @user.id). first.
   answer_collection

# = 1 total query for search, chainable
Should we gemify this?
GitHub:
https://github.com/oestrich/mixin_it_up_datastore

(look at the branches)
Thanks

Mais conteúdo relacionado

Semelhante a Mixin' it Up: Datastore_edition

DeepSearch_Project_Report
DeepSearch_Project_ReportDeepSearch_Project_Report
DeepSearch_Project_Report
Urjit Patel
 
ItemMirror, XML & The Promise of Information Integration
ItemMirror, XML & The Promise of Information IntegrationItemMirror, XML & The Promise of Information Integration
ItemMirror, XML & The Promise of Information Integration
keepingfoundthingsfound
 
Discovering User's Topics of Interest in Recommender Systems @ Meetup Machine...
Discovering User's Topics of Interest in Recommender Systems @ Meetup Machine...Discovering User's Topics of Interest in Recommender Systems @ Meetup Machine...
Discovering User's Topics of Interest in Recommender Systems @ Meetup Machine...
Gabriel Moreira
 
Software Requirement Analysis and Thinking Process towards a good Architecture
Software Requirement Analysis and Thinking Process towards a good ArchitectureSoftware Requirement Analysis and Thinking Process towards a good Architecture
Software Requirement Analysis and Thinking Process towards a good Architecture
mahmud05
 

Semelhante a Mixin' it Up: Datastore_edition (20)

DeepSearch_Project_Report
DeepSearch_Project_ReportDeepSearch_Project_Report
DeepSearch_Project_Report
 
Resources and relationships at front-end
Resources and relationships at front-endResources and relationships at front-end
Resources and relationships at front-end
 
moma-django overview --> Django + MongoDB: building a custom ORM layer
moma-django overview --> Django + MongoDB: building a custom ORM layermoma-django overview --> Django + MongoDB: building a custom ORM layer
moma-django overview --> Django + MongoDB: building a custom ORM layer
 
Automating With Excel An Object Oriented Approach
Automating  With  Excel    An  Object  Oriented  ApproachAutomating  With  Excel    An  Object  Oriented  Approach
Automating With Excel An Object Oriented Approach
 
Python Homework Help
Python Homework HelpPython Homework Help
Python Homework Help
 
Getting a job in industry
Getting a job in industryGetting a job in industry
Getting a job in industry
 
Top 10 Interview Questions for Coding Job.docx
Top 10 Interview Questions for Coding Job.docxTop 10 Interview Questions for Coding Job.docx
Top 10 Interview Questions for Coding Job.docx
 
Top 10 Interview Questions for Coding Job.docx
Top 10 Interview Questions for Coding Job.docxTop 10 Interview Questions for Coding Job.docx
Top 10 Interview Questions for Coding Job.docx
 
ItemMirror, XML & The Promise of Information Integration
ItemMirror, XML & The Promise of Information IntegrationItemMirror, XML & The Promise of Information Integration
ItemMirror, XML & The Promise of Information Integration
 
Attacat- Turing Festival presentation August 16th 2016
Attacat- Turing Festival presentation August 16th 2016Attacat- Turing Festival presentation August 16th 2016
Attacat- Turing Festival presentation August 16th 2016
 
PyData SF 2016 --- Moving forward through the darkness
PyData SF 2016 --- Moving forward through the darknessPyData SF 2016 --- Moving forward through the darkness
PyData SF 2016 --- Moving forward through the darkness
 
Discovering User's Topics of Interest in Recommender Systems @ Meetup Machine...
Discovering User's Topics of Interest in Recommender Systems @ Meetup Machine...Discovering User's Topics of Interest in Recommender Systems @ Meetup Machine...
Discovering User's Topics of Interest in Recommender Systems @ Meetup Machine...
 
Towards Automatic Analysis of Online Discussions among Hong Kong Students
Towards Automatic Analysis of Online Discussions among Hong Kong StudentsTowards Automatic Analysis of Online Discussions among Hong Kong Students
Towards Automatic Analysis of Online Discussions among Hong Kong Students
 
Automating Tinder w/ Eigenfaces and StanfordNLP
Automating Tinder w/ Eigenfaces and StanfordNLPAutomating Tinder w/ Eigenfaces and StanfordNLP
Automating Tinder w/ Eigenfaces and StanfordNLP
 
Exploring French Job Ads, Lynn Cherny
Exploring French Job Ads, Lynn ChernyExploring French Job Ads, Lynn Cherny
Exploring French Job Ads, Lynn Cherny
 
NoSQL (Not Only SQL)
NoSQL (Not Only SQL)NoSQL (Not Only SQL)
NoSQL (Not Only SQL)
 
MongoDB World 2019: Don't Panic - The Hitchhiker's Guide to the MongoDB Galaxy
MongoDB World 2019: Don't Panic - The Hitchhiker's Guide to the MongoDB GalaxyMongoDB World 2019: Don't Panic - The Hitchhiker's Guide to the MongoDB Galaxy
MongoDB World 2019: Don't Panic - The Hitchhiker's Guide to the MongoDB Galaxy
 
Software Requirement Analysis and Thinking Process towards a good Architecture
Software Requirement Analysis and Thinking Process towards a good ArchitectureSoftware Requirement Analysis and Thinking Process towards a good Architecture
Software Requirement Analysis and Thinking Process towards a good Architecture
 
What would Jesus Developer do?
What would Jesus Developer do?What would Jesus Developer do?
What would Jesus Developer do?
 
SEO meetup Utrecht
SEO meetup UtrechtSEO meetup Utrecht
SEO meetup Utrecht
 

Mais de SmartLogic

How SmartLogic Uses Chef-Dan Ivovich
How SmartLogic Uses Chef-Dan IvovichHow SmartLogic Uses Chef-Dan Ivovich
How SmartLogic Uses Chef-Dan Ivovich
SmartLogic
 

Mais de SmartLogic (20)

Writing Game Servers with Elixir
Writing Game Servers with ElixirWriting Game Servers with Elixir
Writing Game Servers with Elixir
 
All Aboard The Stateful Train
All Aboard The Stateful TrainAll Aboard The Stateful Train
All Aboard The Stateful Train
 
DC |> Elixir Meetup - Going off the Rails into Elixir - Dan Ivovich
DC |> Elixir Meetup - Going off the Rails into Elixir - Dan IvovichDC |> Elixir Meetup - Going off the Rails into Elixir - Dan Ivovich
DC |> Elixir Meetup - Going off the Rails into Elixir - Dan Ivovich
 
Monitoring Your Elixir Application with Prometheus
Monitoring Your Elixir Application with PrometheusMonitoring Your Elixir Application with Prometheus
Monitoring Your Elixir Application with Prometheus
 
Going Multi-Node
Going Multi-NodeGoing Multi-Node
Going Multi-Node
 
Kubernetes and docker
Kubernetes and dockerKubernetes and docker
Kubernetes and docker
 
Serializing Value Objects-Ara Hacopian
Serializing Value Objects-Ara HacopianSerializing Value Objects-Ara Hacopian
Serializing Value Objects-Ara Hacopian
 
Guide to food foraging by SmartLogic's Kei Ellerbrock
Guide to food foraging by SmartLogic's Kei EllerbrockGuide to food foraging by SmartLogic's Kei Ellerbrock
Guide to food foraging by SmartLogic's Kei Ellerbrock
 
Introduction to Type Script by Sam Goldman, SmartLogic
Introduction to Type Script by Sam Goldman, SmartLogicIntroduction to Type Script by Sam Goldman, SmartLogic
Introduction to Type Script by Sam Goldman, SmartLogic
 
How SmartLogic Uses Chef-Dan Ivovich
How SmartLogic Uses Chef-Dan IvovichHow SmartLogic Uses Chef-Dan Ivovich
How SmartLogic Uses Chef-Dan Ivovich
 
A Few Interesting Things in Apple's Swift Programming Language
A Few Interesting Things in Apple's Swift Programming LanguageA Few Interesting Things in Apple's Swift Programming Language
A Few Interesting Things in Apple's Swift Programming Language
 
Effective ActiveRecord
Effective ActiveRecordEffective ActiveRecord
Effective ActiveRecord
 
An Introduction to Reactive Cocoa
An Introduction to Reactive CocoaAn Introduction to Reactive Cocoa
An Introduction to Reactive Cocoa
 
iOS Development Methodology
iOS Development MethodologyiOS Development Methodology
iOS Development Methodology
 
CSS Preprocessors to the Rescue!
CSS Preprocessors to the Rescue!CSS Preprocessors to the Rescue!
CSS Preprocessors to the Rescue!
 
Deploying Rails Apps with Chef and Capistrano
 Deploying Rails Apps with Chef and Capistrano Deploying Rails Apps with Chef and Capistrano
Deploying Rails Apps with Chef and Capistrano
 
From Slacker to Hacker, Practical Tips for Learning to Code
From Slacker to Hacker, Practical Tips for Learning to CodeFrom Slacker to Hacker, Practical Tips for Learning to Code
From Slacker to Hacker, Practical Tips for Learning to Code
 
The Language of Abstraction in Software Development
The Language of Abstraction in Software DevelopmentThe Language of Abstraction in Software Development
The Language of Abstraction in Software Development
 
Android Testing: An Overview
Android Testing: An OverviewAndroid Testing: An Overview
Android Testing: An Overview
 
Intro to DTCoreText: Moving Past UIWebView | iOS Development
Intro to DTCoreText: Moving Past UIWebView | iOS DevelopmentIntro to DTCoreText: Moving Past UIWebView | iOS Development
Intro to DTCoreText: Moving Past UIWebView | iOS Development
 

Último

Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
Joaquim Jorge
 

Último (20)

A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 

Mixin' it Up: Datastore_edition