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initial commit - javascript robot market agents
existing tests pass - need more tests
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node_modules | ||
coverage | ||
*~ |
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language: node_js | ||
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node_js: | ||
- stable | ||
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install: | ||
- npm install | ||
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script: | ||
- npm run cover | ||
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after_script: "cat coverage/lcov.info | node_modules/coveralls/bin/coveralls.js" | ||
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const util = require('util'); | ||
const EventEmitter = require('events').EventEmitter; | ||
const RandomJS = require('random-js'); | ||
const ProbJS = require('prob.js'); | ||
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var _nextId = 1; | ||
function nextId(){ return _nextId++; } | ||
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function neverWake(){ return 0; } | ||
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function poissonWake(){ | ||
var delta = ProbJS.exponential(this.rate)(); | ||
return this.wakeTime+delta; | ||
} | ||
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var Agent = function(options){ | ||
EventEmitter.call(this); | ||
var defaults = { | ||
id: nextId(), | ||
description: 'default do nothing agent', | ||
inventory: {}, | ||
endowment: {}, | ||
wakeTime: 0, | ||
rate: 1, | ||
period: 0, | ||
nextWake: poissonWake | ||
}; | ||
Object.assign(this, defaults, options); | ||
this.init(); | ||
}; | ||
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util.inherits(Agent, EventEmitter); | ||
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Agent.prototype.getPeriodNumber = function(){ | ||
if (typeof(this.period)==='number') return this.period; | ||
if (typeof(this.period)==='object') return this.period.number; | ||
}; | ||
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Agent.prototype.resetInventory = function(newInventory){ | ||
var amounts = newInventory || this.endowment; | ||
var goods; | ||
var i,l,g; | ||
if (Array.isArray(amounts)) | ||
amounts = amounts[this.getPeriodNumber()]; | ||
if (typeof(amounts)==='function') | ||
amounts = amounts.call(this); | ||
if (typeof(amounts)==='object'){ | ||
goods = Object.keys(amounts); | ||
for(i=0,l=goods.length;i<l;++i){ | ||
g = goods[i]; | ||
this.inventory[g] = amounts[g]; | ||
} | ||
} | ||
}; | ||
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Agent.prototype.init = function(){ | ||
this.resetInventory(); | ||
this.wakeTime = this.nextWake(); | ||
}; | ||
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Agent.prototype.initPeriod = function(period, info){ | ||
this.period = period; | ||
this.wakeTime = (typeof(period)==='object')? (period.startTime): 0; | ||
this.init(); | ||
this.emit('initPeriod', info); | ||
}; | ||
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Agent.prototype.endPeriod = function(info){ | ||
this.emit('endPeriod', info); | ||
} | ||
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Agent.prototype.wake = function(info){ | ||
this.emit('wake', info); | ||
this.wakeTime = this.nextWake(); | ||
}; | ||
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Agent.prototype.transfer = function(myTransfers){ | ||
var goods, i, l; | ||
if (myTransfers){ | ||
goods = Object.keys(myTransfers); | ||
for(i=0,l=goods.length; i<l; ++i){ | ||
if (this.inventory[goods[i]]) | ||
this.inventory[goods[i]] += myTransfers[goods[i]] | ||
else | ||
this.inventory[goods[i]] = myTransfers[goods[i]]; | ||
} | ||
} | ||
}; | ||
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ziAgent = function(options){ | ||
// from an idea developed by Gode and Sunder in a series of economics papers | ||
var defaults = { | ||
description: 'Gode and Sunder style ZI Agent', | ||
markets: {}, | ||
values: {}, | ||
costs: {}, | ||
minPrice: 0, | ||
maxPrice: 1000 | ||
}; | ||
Agent.call(this, Object.assign({}, defaults, options)); | ||
ziAgent.on('wake', function(){ | ||
var names = Object.keys(this.markets); | ||
var i,l; | ||
var vals, costs; | ||
var unitValue, unitCost; | ||
var good; | ||
var myPrice; | ||
for(i=0,l=names.length;i<l;++i){ | ||
good = names[i]; | ||
vals = this.values[good]; | ||
costs = this.costs[good]; | ||
if (vals && (vals.length>0) && (this.inventory[good]>=0)){ | ||
unitValue = vals[this.inventory[good]]; | ||
if (unitValue>0){ | ||
myPrice = ProbJS.uniform(this.minPrice, unitValue); | ||
if (this.integer) myPrice = Math.floor(myPrice); | ||
this.bid(good, myPrice); | ||
} | ||
} | ||
else if (costs && (costs.length>0) && (this.inventory[good]<=0)){ | ||
unitCost = costs[-this.inventory[good]]; | ||
if (unitCost>0){ | ||
myPrice = ProbJS.uniform(unitCost, this.maxPrice); | ||
this.ask(good, myPrice); | ||
} | ||
} | ||
} | ||
}); | ||
}; | ||
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util.inherits(ziAgent, Agent); | ||
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Pool = function(){ | ||
this.agents = []; | ||
}; | ||
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Pool.prototype.push = function(agent){ | ||
this.agents.push(agent); | ||
}; | ||
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Pool.prototype.next = function(){ | ||
var tMin=1e20, i=0, l=this.agents.length, A=this.agents, t=0, result=0; | ||
for(; i<l; i++){ | ||
t = A[i].wakeTime; | ||
if ( (t>0) && (t<tMin) ){ | ||
result = A[i]; | ||
tMin = t; | ||
} | ||
} | ||
return result; | ||
} | ||
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Pool.prototype.period = function(untilTime, cb){ | ||
var that = this; | ||
if (typeof(cb)!=='function') | ||
throw new Error("Pool.period: Callback function undefined") | ||
var loop = function(){ | ||
var nextAgent = that.next(); | ||
if (!nextAgent) cb('Error: Pool.next() undefined'); | ||
var tNow = nextAgent.wakeTime; | ||
if (tNow > untilTime){ | ||
cb(false); | ||
} else { | ||
nextAgent.wake(); | ||
setTimeout(loop,0); | ||
} | ||
}; | ||
setTimeout(loop, 0); | ||
}; | ||
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Pool.prototype.syncPeriod = function(untilTime){ | ||
var nextAgent = this.next(); | ||
while (nextAgent.wakeTime < untilTime){ | ||
nextAgent.wake(); | ||
nextAgent = this.next(); | ||
} | ||
}; | ||
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Pool.prototype.settleTrades = function(tradeSpec){ | ||
}; | ||
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module.exports = { | ||
Agent: Agent, | ||
ziAgent: ziAgent, | ||
Pool: Pool | ||
}; | ||
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{ | ||
"name": "market-agents", | ||
"version": "0.0.0", | ||
"description": "pool of heterogeneous robot trading agents for economic or financial simulations", | ||
"main": "index.js", | ||
"scripts": { | ||
"test": "node_modules/.bin/mocha --reporter spec --slow 50 --timeout 2000", | ||
"cover": "node_modules/istanbul/lib/cli.js cover node_modules/mocha/bin/_mocha -- -R spec test/*" | ||
}, | ||
"repository": { | ||
"type": "git", | ||
"url": "git+https://github.com/drpaulbrewer/market-agents.git" | ||
}, | ||
"keywords": [ | ||
"robot-trading", | ||
"hft", | ||
"market-simulation", | ||
"financial-simulation" | ||
], | ||
"author": "drpaulbrewer@eaftc.com", | ||
"license": "MIT", | ||
"bugs": { | ||
"url": "https://github.com/drpaulbrewer/market-agents/issues" | ||
}, | ||
"homepage": "https://github.com/drpaulbrewer/market-agents#readme", | ||
"devDependencies": { | ||
"coveralls": "^2.11.9", | ||
"istanbul": "^0.4.3", | ||
"mocha": "^2.4.5", | ||
"should": "^8.3.1" | ||
}, | ||
"dependencies": { | ||
"prob.js": "^1.0.6", | ||
"random-js": "^1.0.8" | ||
} | ||
} |
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var assert = require('assert'); | ||
var should = require('should'); | ||
const MarketAgents = require("../index.js"); | ||
const Agent = MarketAgents.Agent; | ||
const ziAgent = MarketAgents.ziAgent; | ||
const Pool = MarketAgents.Pool; | ||
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describe('MarketAgents', function(){ | ||
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it('should be an object', function(){ | ||
MarketAgents.should.be.type('object'); | ||
}); | ||
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it('should have properties Agent, ziAgent, Pool', function(){ | ||
MarketAgents.should.have.properties('Agent','ziAgent','Pool'); | ||
}); | ||
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}); | ||
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describe('new Agent', function(){ | ||
it('should have properties id, description, inventory, endowment, wakeTime, rate, nextWake, period with proper types', | ||
function(){ | ||
var myAgent = new Agent(); | ||
myAgent.should.be.type('object'); | ||
myAgent.should.have.properties('id','description','inventory','endowment','wakeTime','rate','nextWake','period'); | ||
myAgent.id.should.be.type('number'); | ||
myAgent.description.should.be.type('string'); | ||
myAgent.inventory.should.be.type('object'); | ||
myAgent.endowment.should.be.type('object'); | ||
myAgent.wakeTime.should.be.type('number'); | ||
myAgent.rate.should.be.type('number'); | ||
myAgent.nextWake.should.be.type('function'); | ||
myAgent.period.should.be.type('number'); | ||
}); | ||
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it('should have ascending default id number', function(){ | ||
var agent1 = new Agent(); | ||
var agent2 = new Agent(); | ||
assert.ok(agent1.id>0); | ||
assert.ok(agent2.id>0); | ||
assert.ok(agent2.id>agent1.id); | ||
}); | ||
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it('test 1000 wakes, should have ascending wake times', function(){ | ||
var agent = new Agent(); | ||
var i,l; | ||
var t0,t1; | ||
var wakes = 0; | ||
agent.on('wake',function(){ wakes++; }); | ||
for(i=0,l=1000;i<l;i++){ | ||
t0 = agent.wakeTime; | ||
agent.wake(); | ||
t1 = agent.wakeTime; | ||
assert.ok(t1>t0); | ||
} | ||
assert.ok(wakes===1000); | ||
}); | ||
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it('test 1000 wakes, agent with rate 2 should use between 1/3 and 2/3 the time of agent with rate 1', function(){ | ||
var agent1 = new Agent(); | ||
var agent2 = new Agent({rate: 2}); | ||
var i,l; | ||
var wakes1=0, wakes2=0; | ||
agent1.on('wake', function(){ wakes1++; }); | ||
agent2.on('wake', function(){ wakes2++; }); | ||
for(i=0,l=1000;i<l;++i){ | ||
agent1.wake(); | ||
agent2.wake(); | ||
} | ||
assert.ok(wakes1===1000); | ||
assert.ok(wakes2===1000); | ||
assert.ok(agent2.wakeTime>(0.33*agent1.wakeTime)); | ||
assert.ok(agent2.wakeTime<(0.67*agent1.wakeTime)); | ||
}); | ||
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it('agent.getPeriodNumber() should initially return 0', function(){ | ||
var agent = new Agent(); | ||
agent.getPeriodNumber().should.equal(0); | ||
}); | ||
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describe('agent-period cycle interactions with numeric period', function(){ | ||
function setup(){ | ||
var someMoneyNoX = {money: 1000, X:0}; | ||
var agent0 = new Agent({endowment: someMoneyNoX}); | ||
var agent1 = new Agent({endowment: someMoneyNoX}); | ||
return [agent0, agent1]; | ||
} | ||
it('should initially be at period 0', function(){ | ||
var agents = setup(); | ||
agents[0].getPeriodNumber().should.equal(0); | ||
agents[1].getPeriodNumber().should.equal(0); | ||
}); | ||
it('agents 1,2 should show initial inventory 0 X 1000 Money', function(){ | ||
var agents = setup(); | ||
assert.ok(agents[0].inventory.X===0); | ||
assert.ok(agents[0].inventory.money===1000); | ||
assert.ok(agents[1].inventory.X===0); | ||
assert.ok(agents[1].inventory.money===1000); | ||
}); | ||
it('after Transfer of +1X, -500 Money, agent 1 should show 1 X, 500 Money; agent 1 endowment, agent 2 unaffected', function(){ | ||
var agents = setup(); | ||
var buyOneXFor500 = {money: -500, X:1 }; | ||
agents[0].transfer(buyOneXFor500); | ||
assert.ok(agents[0].inventory.X===1); | ||
assert.ok(agents[0].inventory.money===500); | ||
assert.ok(agents[0].endowment.X===0); | ||
assert.ok(agents[0].endowment.money===1000); | ||
assert.ok(agents[1].inventory.X===0); | ||
assert.ok(agents[1].inventory.money===1000); | ||
}); | ||
it('agents should indicate period 1 when set', function(){ | ||
var agents = setup(); | ||
var buyOneXFor500 = {money: -500, X:1 }; | ||
agents[0].transfer(buyOneXFor500); | ||
agents.forEach(function(a){ a.initPeriod(1) }); | ||
assert.ok(agents[0].getPeriodNumber()===1); | ||
assert.ok(agents[1].getPeriodNumber()===1); | ||
}); | ||
it('agents 1,2, should show initial inventory 0 X, 1000 Money for Period 1', function(){ | ||
var agents = setup(); | ||
var buyOneXFor500 = {money: -500, X:1 }; | ||
agents[0].transfer(buyOneXFor500); | ||
agents.forEach(function(a){ a.initPeriod(1) }); | ||
assert.ok(agents[0].inventory.X===0); | ||
assert.ok(agents[0].inventory.money===1000); | ||
assert.ok(agents[1].inventory.X===0); | ||
assert.ok(agents[1].inventory.money===1000); | ||
}); | ||
it('agent 1 given 2Y should still have 2Y after period reset as Y amount unspecified in endowment', function(){ | ||
var agents = setup(); | ||
var give1Y = {Y:1}; | ||
agents[0].transfer(give1Y); | ||
assert.ok(agents[0].inventory.Y===1); | ||
agents.forEach(function(a){a.initPeriod(1) }); | ||
assert.ok(agents[0].inventory.X===0); | ||
assert.ok(agents[0].inventory.money===1000); | ||
assert.ok(agents[0].inventory.Y===1); | ||
assert.ok(agents[1].inventory.X===0); | ||
assert.ok(agents[1].inventory.money===1000); | ||
}); | ||
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}); | ||
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}); |