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MongoDB and
Wee Data
hacking a workflow
what it’s all about
• MongoDB lets you persist and investigate
your application data while getting out of
your way	


• p.s. BDD
me
• http://bringingfire.com/	

• @4BringingFire	

• expertise at the intersection of technology,
product formulation, and business strategy
stuff I’m into
• products > tech	

• UX testing	

• iterative, analytics-driven dev	

• agility in production
http://www.shopwiki.com
© wired.com

these guys
http://penrosejudaica.com


N

T
A AC
T projects 1%
< ?
O LF=
total projects
big data
N A
U
T
C
A
what is wee data?
• query performance is not an issue	

• in fact it might fit in RAM	

• in fact it might fit in 2MB
where mongo fits
• scales down nicely	

• access programmatically without SQL	

• persists for free	

• query later, too
ORM
puh-lease.
http://penrosejudaica.com
Behavior Driven
Development
• “Outside-in” approach	

• Everything is behavior	

• Acceptance-test-driven planning	

• Ubiquitous language
Cucumber
Cucumber
Cucumber
Cucumber
rspec
• specification	

• object doubles (mocks, fakes, stubs, spies)	

• method stubbing	

• expectations
Big Data and Wee Data by Avery Rosen
Behavior Driven
Development
• http://cukes.info/	

• http://rspec.info/
the Penrose ETL pipeline
Name

Materials

Price

fancy menorah

gold, silver

600

plain menorah

pewter

Description

150

Blah blah blah	

exquisite	

craftsmanship

.csv
.csv
.csv
Product	

Spreadsheets

CSV files

Buy AdWords?
db.products.aggregate(
{ $match : { product_type : “menorah” } },
{ $group : { _id: “$material”, count: 

Product	

Descriptions

{ $sum : 1 } } )
Q &A

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Big Data and Wee Data by Avery Rosen