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Genomes on Rails
  has_many :sequences
Hello
➊
Previously

    ➋
Production

    ➌
 Process
➊ Previously
The human genome


   15 years to decode
     3 billion letters
$3 billion
$3 billion ++
Race for the prize
Open data
Open source
Perl
Lots of Perl
Lots of Perl
 ~4500 modules
Onwards!
40 species
Map evolutionary
     space
Compare genomes
compare species
Compare genomes
compare species
Compare genomes

 compa re indi viduals
More Perl
~1500 modules
Quantum leap!
1000 personal
  genomes
beyond 23andme
1000 personal
  genomes
Hypertension
Diabetes
Coronary heart disease
Bipolar disorder
Malaria
➋ Production
Register projects


Register samples


  Sample prep


  Sequencing


    Analysis
Change!
Flexible data capture
Virtual fields
Sample


   Name
  Organism
Concentration
class Sample < ActiveRecord::Base
  has_many :descriptors
  has_many :descriptor_values
end
Key value pairs
Faster than you’d think
Change!
V1               V2


   Sample          Sample


   Name             Name
  Organism        Organism
Concentration   Concentration
                   Origin
                Quality metric
Rationalize!
V1               V2


   Sample          Sample


   Name             Name
  Organism        Organism
Concentration   Concentration
                   Origin
                Quality metric
Mapping!
V1               V3


   Sample          Sample


   Name             Name
  Organism         Species
Concentration   Concentration
   Origin          Origin
                Quality metric
Pipeline management
Workflow

 Task 1        Task 2        Task 3

  Name          Name         Name
Operator     Serial number   Passed
Instrument        Kit
Throughput!
320Tb 450 CPU
320Tb 450 CPU   Archive
75   Tb
pilot study!
Multiple apps
Multiple instances
Loosely coupled
Loose coupling is hard
Deployment
Maintenance
Monitoring
Hard to maintain
  separation
Support novel science
Single code base
nginx reverse proxy
fairnginx
Mongrel
Fast deployment
Automate everything
Play well with others!



 Interoperability!
Legacy databases
RESTful services
Generate API stubs
SCALE!
Trillionics
2   X
150Tb per week
Over 6 months
More hardware
400 additional nodes
additional 360 Tb
Towards a
Virtual Institute
Lots of data
Lots of data, lots of
      people
Lots of data, lots of
people, lots of compute
Lots of data, lots of
people, lots of compute,
      lots of uses
Lots of data, lots of
 people, lots of compute,
lots of uses, lots and lots
   and lots and lots...
➌ Process
Concept Requirements Development   Product
takes too lon
                                   g
Concept Requirements Development       Product
takes too lon
                                    g
Concept Requirements Development        Product




       the se change
Plan                 Development




 REVIEW        Concept




What we need              Get ready
Focused
Project owner is key
Weekly releases
More flexible
Less time
Better transparency
Less software
Sequencing informatics
Thank you
GREENISGOOD.CO.UK

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Genomes on Rails project management and analysis