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Sam Ghods VP Technology

Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

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Page 1: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

Sam GhodsVP Technology

Page 2: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

The simplest way for businesses to share and access data, anywhere

Page 3: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere
Page 4: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

12 months ago…

400M files40M folders

One MySQL database

Page 5: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

Need to scale!

Page 6: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

NoSQL!

Page 7: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

“NoSQL” goodies

• Easy to scale– Just add machines!– Sharding handled by the database– Linearly scales, shared-nothing, no serious SPOF

• Fast, fairly simple CRUD operations• Schema-less

Page 8: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

Not so fast.

Page 9: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

We sharded MySQL instead.

Page 10: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

Why???

Page 11: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

If you use a NoSQL store, but need any advanced features in your data

store, you have to rebuild them from scratch yourself.

Page 12: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

If you are willing to partition your data yourself, you can use

MySQL’s fancy features.

Page 13: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

Inter-Row Consistency

Page 14: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

Inter-Row ConsistencyFile trees must remain consistent

• Folder A– Test File– Test File

• Solution: unique index• Solution: lock folder A

Page 15: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

Inter-Row ConsistencyModify data structure and log event

• Folder A– Test File 1

Page 16: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

Inter-Row ConsistencyModify data structure and log event

• Folder A– Test File 2

• Solution: Use transactions rename event

Page 17: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

Inter-Row ConsistencyDenormalizations

• Folder A– Test File 1

• Solution: transactions

delete this must be deleted too

Page 18: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

Indexes

• Indexes are way more awesome than people give them credit for– Guaranteed to be consistent– Extremely fast– Data locality – Only access and pull the data you

need– No maintenance required except initial ALTER cost

• SELECT files ORDER BY name (or updated time, or size, etc…)

Page 19: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

Tools

• How do you know what’s happening in your data store?– SHOW FULL PROCESSLIST– innotop

• Benchmarking tools– mysqlslap

• pt-query-digest– github.com/box/anemometer

Page 20: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

Maturity/Reliability

• Biggest companies in the world have been using MySQL for primary data storage for over a decade– Facebook, Google, Twitter, every other

company ever• When you’re dealing with the crown jewels

of your company, you can’t experiment

Page 21: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

HBase!

Page 22: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

HBase

• Currently using it as a massive event-propagation store (which can be recreated from MySQL data)

• Started a 3-person task force to learn and productionalize it

• Considering moving more to it in the future but likely need few more years of production experience

Page 23: Sam Ghods VP Technology. The simplest way for businesses to share and access data, anywhere

Final Thoughts

• Don’t choose a database just because “it scales”

• “Wade, don’t jump into new technologies.”• If you go with new technology, be aware that

crazy things might happen• Make sure you’re not rebuilding MySQL