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Learning how to let go:
Improving sanity with structured binary data-
interchange formats and protocols
Kyle Drake
Net Brew Ventures
If you’re doing a lot of
text-based serialized
object passing, and
want a way to improve
serialization time and
payload size, try a
binary format.
Why
• Smaller size, representing the same
information (esp. vs XML)
• Usually faster for CPU as a
consequence
• Surprisingly easy to implement (with
help)
• Lots of well-tested, streamlined
solutions
Why Not
• No quick language support (if custom)
• Hard to understand without good docs
• Potentially harder to debug low-level if
something bad happens (data
entanglement/corruption?)
• Binary != Performance (Measure!)
Two Approaches
• Custom, hand-rolled format you write
• Frameworks (Protocol Buffers,
MessagePack, BERT, others)
Custom Binary Format
• This is often a bad idea.
• No, seriously.
• Requires a very compelling reason
IMHO.
Let’s look at a poorly
designed custom binary
format, via: The Apple
Push Notification
Service.
Wait, why not
just use JSON
for the whole
thing then?
Success: no response
Error: socket disconnection
Interim: unreported data loss
W.T.F.
ROFLSCALE TIPS FTW
My solution:
Meanwhile, at Google:
I think this crap is why
people hate working with
binary so much.
But there is a better way.
Let’s look at some
structured ways to work
with binary!
Protocol Buffers
• Developed by Google
• “3 to 10 times smaller, 20 to 100
times faster than XML”
• Requires a pre-defined .proto file
• In effect, it has a language agnostic
“schema”.
Protocol Buffers
Protocol Buffers
Protocol Buffers
I’m doing work with the Bitcoin protocol
right now. I really wish it used protocol
buffers. Not just for size, but for safety
and ease of use.
Bitcoin lead core developer is warm to
idea:
https://bitcointalk.org/index.php?topic=632.msg6656#msg6656
Let’s look at some
“schemaless” structured
binary formats.
JSON
• Number (50, 2.33)
• String “howdy”
• Boolean (true or false)
• Array [1,2,3]
• Object {“key”: “value”}
• null (empty)
MessagePack
Basically the same thing.
Except faster and smaller!
Super simple:
SOURCE: INDIEGAMR.COM
HTTP://INDIEGAMR.COM/CUT-YOUR-DATA-EXCHANGE-TRAFFIC-BY-UP-TO-50-WITH-ONE-LINE-OF-CODE-MSGPACK-VS-JSON/
BINARYJS.COM
Painless API Integration
• /route?format=msgpack
• Content-Type: application/x-msgpack
• Accept: application/x-msgpack
• Plugs right in, if you’re using JSON.
HAVE A JSON API? TRY A
SCHEMALESS STRUCTURED
BINARY FORMAT! IT’S EASY.
THANKS!

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Improving sanity with structured binary formats and protocols