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F# FOR TRADING

Phillip Trelford, Trayport
CodeMesh London, 2013
F#UNCTIONAL LONDONERS
Founded Feb 2010
600+ Members
50+ Meetups
3 Conferences
Topics





Finance
Machine Learning
Reactive Programming
Functional Programming

http://meetup.com/fsharplondon
F# GROUPS WORLDWIDE
F# IN FINANCE
Prop
shops
Hedge
funds
Investment Banks

Utilities

Insurance
F# FOR PROFIT

F# for Trading
F# FOR PROFIT
Time to Market
Efficiency
Correctness
Complexity
TIME TO MARKET
order of magnitude increase in productivity
GameSys

Source http://fsharp.org/testimonials
EFFICIENCY
performance is phenomenal. We can now re-calculate the entire bank
portfolio from scratch in less than a second
Handelsbanken

Source http://fsharp.org/testimonials
CORRECTNESS
leads to virtually bug-free code
Fixed Income

Source http://fsharp.org/testimonials
COMPLEXITY
F# is the night vision goggles I need when I go into the dark and attempt to
solve previously unsolved problems
Byron Cook

Source http://fsharp.org/testimonials
SHOW ME THE MONEY

F# for Trading
JOULE ENERGY TRADING
SCREEN

http://www.trayport.com/en/products/joule
TICKSPEC: DEBUG
EXAMPLES

https://tickspec.codeplex.com/
ORDER – RECORD TYPE
F#
type Order = {
LimitPrice : decimal
Quantity : int
Side : Side
}

C#
a
TIME IN FORCE – UNION
TYPE
type TimeInForce =
| GoodTillCancel
| GoodForDay
| GoodTillDate of DateTime
THOUGHTWORKS TECH
RADAR
MARCH 2012
F# is excellent at concisely expressing
business and domain logic.”

Developers trying to achieve explicit business logic within an application may
opt to
express their domain in F#

with the majority of plumbing code in C#
CALCULATIONS

F# for Trading
CURRENCY CONVERSIONS
[<Measure>] type EUR
[<Measure>] type GBP
let rateEurGbp = 0.783M<GBP/EUR>
// Converts amount in EUR to GBP
let euroToPounds (eur:decimal<EUR>) = eur * rateEurGbp
UNITS OF MEASURE
FCELL = F# IN EXCEL
UNITS IN CELLS
type formula =
| Neg of formula
| Exp of formula * formula
| ArithmeticOp of
formula * arithmetic * formula
| LogicalOp of
formula * logical * formula
| Num of UnitValue
| Ref of int * int
| Range of int * int * int * int
| Fun of string * formula list
SPREADSHEET HORROR
STORIES
anomaly, audit finding, bug, bungled, chaos, cock-up, corrupt, damage,
debug, defect, deficiency, disaster, dubious, embarrassment, error,
erroneous, Excel, exposed, failed, failure, false, falsify, fault, faulty, fiasco,
flaw, foul-up, fraud, fraudulent, fubar, garbage, GIGO, glitch, hell, horror
story, inaccurate, inadequate, inadvertent, incorrect, insecure,
misunderstood, nightmare, non-compliance, not correct, oops, overestimate,
overstatement, problem, risk, rogue, serious, slip, snafu, suspect, suspicious,
trap, typo, unchecked, uncontrolled, uncorrected, uncovered, underestimate,
understatement, undetected, untested, violation, weak, weakness, wrong
TYPE PROVIDERS

F# for Trading
XML TYPE PROVIDER
<Order ClOrdID="123456"
Side="2"
TransactTm="2001-09-11T09:30:47-05:00"
OrdTyp="2"
Px="93.25"
Acct="26522154">
<Hdr Snt="2001-09-11T09:30:47-05:00"
PosDup="N"
PosRsnd="N"
SeqNum="521">
<Sndr ID="AFUNDMGR"/>
<Tgt ID="ABROKER"/>
</Hdr>
<Instrmt Sym="IBM"
ID="459200101"
IDSrc="1"/>
<OrdQty Qty="1000"/>
</Order>
R – TYPE PROVIDER
WORLD BANK DATA
GARBAGE

F# in Finance
.NET 4.5 GARBAGE
COLLECTOR
Latency Mode

Application Scenarios

Batch

Command line
Server Side

Interactive

LOB applications

LowLatency

Trading Screens

SustainedLowLatency

Financial Applications
MONO SGEN
GC
Run on
•

Android

•

iOS

•

Linux

•

Mac

(Example from GraphDB)
SOLD

F# in Finance
F# KOANS
[<Koan>]
let SquareEvenNumbersWithPipelineOperator() =
(* In F#, you can use the pipeline operator to get the benefit of
the parens style with the readability of the statement style. *)
let result =
[0..5]
|> List.filter isEven
|> List.map square
AssertEquality result __
TRY IT BEFORE YOU BUY IT
BUY THE BOOK
GET THE T-SHIRT
GET A JOB
QUESTIONS?
Community
F# Foundation http://fsharp.org
F#unctional Londoners http://meetup.com/fsharplondon
Twitter #fsharp

Me
Blog http://trelford.com/blog
Twitter @ptrelford

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FSharp for Trading - CodeMesh 2013

Notes de l'éditeur

  1. Fsharp.org map
  2. See alsohttp://www.simple-talk.com/opinion/geek-of-the-week/dr-byron-cook-geek-of-the-week/
  3. Leverage
  4. http://www.schrankmonster.de/2010/09/01/taking-the-new-and-shiny-mono-simple-generational-garbage-collector-mono-sgen-for-a-walk/