StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics
https://doi.org/10.1109/TVCG.2020.3030352
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411 lines
14 KiB
411 lines
14 KiB
4 years ago
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var vows = require('vows')
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var should = require('should')
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var Audit = require('../lib/audit')
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var validateNewAudit = {
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'new Audit': {
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topic:new Audit(),
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'has async method':function(topic) {
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topic.should.have.property('async')
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topic.async.should.be.a('function')
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},
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'has sync method':function(topic) {
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topic.should.have.property('sync')
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topic.sync.should.be.a('function')
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},
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'has run method':function(topic) {
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topic.should.have.property('run')
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topic.run.should.be.a('function')
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},
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'has default iterations 1000':function(topic) {
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topic.should.have.property('iters')
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topic.iters.should.equal(1000)
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},
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'has default pause 100':function(topic) {
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topic.should.have.property('pause')
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topic.pause.should.equal(100)
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}
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}
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}
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var options = {
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'new Audit({iterations:100, pause:200})': {
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topic:new Audit({iterations:100, pause:200}),
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'has iterations 100':function(topic) {
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topic.should.have.property('iters')
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topic.iters.should.equal(100)
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},
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'has pause 200':function(topic) {
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topic.should.have.property('pause')
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topic.pause.should.equal(200)
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}
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}
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}
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var chaining = {
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'async': {
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topic:function() {
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var audit = new Audit()
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var res = audit.async(function() { })
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this.callback(null, res)
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},
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'returns itself for chaining':function(topic) {
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topic.should.be.an.instanceOf(Audit)
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}
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},
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'sync': {
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topic:function() {
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var audit = new Audit()
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var res = audit.sync(function() { })
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this.callback(null, res)
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},
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'returns itself for chaining':function(topic) {
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topic.should.be.an.instanceOf(Audit)
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}
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}
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}
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var async = {
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'#on(auditing)': {
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topic:function() {
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var audit = new Audit()
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var self = this
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audit.on('auditing', function(res) {
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return self.callback(null, res)
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})
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function nFunc(next) { return next() }
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audit
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.async('myname', nFunc)
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.run()
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},
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'should return name of audit':function(topic) {
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topic.should.exist
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topic.should.equal('myname')
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}
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},
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'#on(auditcomplete)': {
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topic:function() {
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var audit = new Audit()
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var self = this
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audit.on('auditcomplete', function(res) {
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return self.callback(null, res)
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})
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function nFunc(next) { return next() }
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audit.async('myname', nFunc).run()
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},
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'should return stats for this audit':function(topic) {
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topic.should.exist
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topic.should.have.property('name', 'myname')
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topic.should.have.property('elapsed')
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topic.should.have.property('iterations')
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topic.should.have.property('opsPerSecond')
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topic.should.have.property('mean')
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topic.should.have.property('median')
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topic.should.have.property('mode')
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topic.should.have.property('max')
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topic.should.have.property('min')
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topic.name.should.be.a('string')
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topic.elapsed.should.be.a('string')
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topic.iterations.should.be.a('number')
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topic.opsPerSecond.should.be.a('number')
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topic.mean.should.be.a('string')
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topic.median.should.be.a('string')
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topic.mode.should.be.an.instanceOf(Array)
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topic.mode.should.have.length(2)
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topic.max.should.be.an.instanceOf(Array)
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topic.max.should.be.an.instanceOf(Array)
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topic.min.should.have.length(2)
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topic.min.should.have.length(2)
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}
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},
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'#on(complete)': {
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topic:function() {
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var audit = new Audit()
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var self = this
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audit.on('complete', function(res) {
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return self.callback(null, res)
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})
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function nFunc(next) { return next() }
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audit
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.async('one', nFunc)
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.async('two', nFunc)
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.async('three', nFunc)
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.run()
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},
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'returns stats object':function(topic) {
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topic.should.exist
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topic.should.have.property('one')
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topic.should.have.property('two')
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topic.should.have.property('three')
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topic.one.should.have.property('name', 'one')
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topic.one.should.have.property('elapsed')
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topic.one.should.have.property('iterations')
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topic.one.should.have.property('opsPerSecond')
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topic.one.should.have.property('mean')
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topic.one.should.have.property('median')
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topic.one.should.have.property('mode')
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topic.one.should.have.property('max')
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topic.one.should.have.property('min')
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topic.one.name.should.be.a('string')
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topic.one.elapsed.should.be.a('string')
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topic.one.iterations.should.be.a('number')
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topic.one.opsPerSecond.should.be.a('number')
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topic.one.mean.should.be.a('string')
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topic.one.median.should.be.a('string')
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topic.one.mode.should.be.an.instanceOf(Array)
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topic.one.mode.should.have.length(2)
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topic.one.max.should.be.an.instanceOf(Array)
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topic.one.max.should.be.an.instanceOf(Array)
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topic.one.min.should.have.length(2)
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topic.one.min.should.have.length(2)
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topic.two.should.have.property('name', 'two')
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topic.two.should.have.property('elapsed')
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topic.two.should.have.property('iterations')
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topic.two.should.have.property('opsPerSecond')
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topic.two.should.have.property('mean')
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topic.two.should.have.property('median')
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topic.two.should.have.property('mode')
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topic.two.should.have.property('max')
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topic.two.should.have.property('min')
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topic.two.name.should.be.a('string')
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topic.two.elapsed.should.be.a('string')
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topic.two.iterations.should.be.a('number')
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topic.two.opsPerSecond.should.be.a('number')
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topic.two.mean.should.be.a('string')
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topic.two.median.should.be.a('string')
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topic.two.mode.should.be.an.instanceOf(Array)
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topic.two.mode.should.have.length(2)
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topic.two.max.should.be.an.instanceOf(Array)
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topic.two.max.should.be.an.instanceOf(Array)
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topic.two.min.should.have.length(2)
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topic.two.min.should.have.length(2)
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topic.three.should.have.property('name', 'three')
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topic.three.should.have.property('elapsed')
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topic.three.should.have.property('iterations')
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topic.three.should.have.property('opsPerSecond')
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topic.three.should.have.property('mean')
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topic.three.should.have.property('median')
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topic.three.should.have.property('mode')
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topic.three.should.have.property('max')
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topic.three.should.have.property('min')
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topic.three.name.should.be.a('string')
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topic.three.elapsed.should.be.a('string')
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topic.three.iterations.should.be.a('number')
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topic.three.opsPerSecond.should.be.a('number')
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topic.three.mean.should.be.a('string')
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topic.three.median.should.be.a('string')
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topic.three.mode.should.be.an.instanceOf(Array)
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topic.three.mode.should.have.length(2)
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topic.three.max.should.be.an.instanceOf(Array)
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topic.three.max.should.be.an.instanceOf(Array)
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topic.three.min.should.have.length(2)
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topic.three.min.should.have.length(2)
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}
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}
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}
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var sync = {
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'#on(auditing)': {
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topic:function() {
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var audit = new Audit()
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var self = this
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audit.on('auditing', function(res) {
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return self.callback(null, res)
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})
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function nFunc() { return 1 }
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audit
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.sync('myname', nFunc)
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.run()
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},
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'should return name of audit':function(topic) {
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topic.should.exist
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topic.should.equal('myname')
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}
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},
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'#on(auditcomplete)': {
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topic:function() {
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var audit = new Audit()
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var self = this
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audit.on('auditcomplete', function(res) {
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return self.callback(null, res)
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})
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function nFunc() { return 1 }
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audit.sync('myname', nFunc).run()
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},
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'should return stats for this audit':function(topic) {
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topic.should.exist
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topic.should.have.property('name', 'myname')
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topic.should.have.property('elapsed')
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topic.should.have.property('iterations')
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topic.should.have.property('opsPerSecond')
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topic.should.have.property('mean')
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topic.should.have.property('median')
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topic.should.have.property('mode')
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topic.should.have.property('max')
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topic.should.have.property('min')
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topic.name.should.be.a('string')
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topic.elapsed.should.be.a('string')
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topic.iterations.should.be.a('number')
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topic.opsPerSecond.should.be.a('number')
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topic.mean.should.be.a('string')
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topic.median.should.be.a('string')
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topic.mode.should.be.an.instanceOf(Array)
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topic.mode.should.have.length(2)
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topic.max.should.be.an.instanceOf(Array)
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topic.max.should.be.an.instanceOf(Array)
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topic.min.should.have.length(2)
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topic.min.should.have.length(2)
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}
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},
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'#on(complete)': {
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topic:function() {
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var audit = new Audit()
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var self = this
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audit.on('complete', function(res) {
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return self.callback(null, res)
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})
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function nFunc() { return 1 }
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audit
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.sync('one', nFunc)
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.sync('two', nFunc)
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.sync('three', nFunc)
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.run()
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},
|
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|
|
'returns stats object':function(topic) {
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|
|
topic.should.exist
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|
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topic.should.have.property('one')
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topic.should.have.property('two')
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|
topic.should.have.property('three')
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||
|
|
|
||
|
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topic.one.should.have.property('name', 'one')
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topic.one.should.have.property('elapsed')
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topic.one.should.have.property('iterations')
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topic.one.should.have.property('opsPerSecond')
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topic.one.should.have.property('mean')
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topic.one.should.have.property('median')
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||
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topic.one.should.have.property('mode')
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topic.one.should.have.property('max')
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topic.one.should.have.property('min')
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||
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|
||
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topic.one.name.should.be.a('string')
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||
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|
topic.one.elapsed.should.be.a('string')
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||
|
|
topic.one.iterations.should.be.a('number')
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||
|
|
topic.one.opsPerSecond.should.be.a('number')
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topic.one.mean.should.be.a('string')
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||
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topic.one.median.should.be.a('string')
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||
|
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|
||
|
|
topic.one.mode.should.be.an.instanceOf(Array)
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||
|
|
topic.one.mode.should.have.length(2)
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||
|
|
topic.one.max.should.be.an.instanceOf(Array)
|
||
|
|
topic.one.max.should.be.an.instanceOf(Array)
|
||
|
|
topic.one.min.should.have.length(2)
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topic.one.min.should.have.length(2)
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|
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topic.two.should.have.property('name', 'two')
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topic.two.should.have.property('elapsed')
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||
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topic.two.should.have.property('iterations')
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||
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topic.two.should.have.property('opsPerSecond')
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||
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topic.two.should.have.property('mean')
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||
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topic.two.should.have.property('median')
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||
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topic.two.should.have.property('mode')
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topic.two.should.have.property('max')
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topic.two.should.have.property('min')
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||
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|
||
|
|
topic.two.name.should.be.a('string')
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||
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|
topic.two.elapsed.should.be.a('string')
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||
|
|
topic.two.iterations.should.be.a('number')
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||
|
|
topic.two.opsPerSecond.should.be.a('number')
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|
topic.two.mean.should.be.a('string')
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||
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|
topic.two.median.should.be.a('string')
|
||
|
|
|
||
|
|
topic.two.mode.should.be.an.instanceOf(Array)
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||
|
|
topic.two.mode.should.have.length(2)
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||
|
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topic.two.max.should.be.an.instanceOf(Array)
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topic.two.max.should.be.an.instanceOf(Array)
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||
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topic.two.min.should.have.length(2)
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||
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topic.two.min.should.have.length(2)
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|
||
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topic.three.should.have.property('name', 'three')
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||
|
|
topic.three.should.have.property('elapsed')
|
||
|
|
topic.three.should.have.property('iterations')
|
||
|
|
topic.three.should.have.property('opsPerSecond')
|
||
|
|
topic.three.should.have.property('mean')
|
||
|
|
topic.three.should.have.property('median')
|
||
|
|
topic.three.should.have.property('mode')
|
||
|
|
topic.three.should.have.property('max')
|
||
|
|
topic.three.should.have.property('min')
|
||
|
|
|
||
|
|
topic.three.name.should.be.a('string')
|
||
|
|
topic.three.elapsed.should.be.a('string')
|
||
|
|
topic.three.iterations.should.be.a('number')
|
||
|
|
topic.three.opsPerSecond.should.be.a('number')
|
||
|
|
topic.three.mean.should.be.a('string')
|
||
|
|
topic.three.median.should.be.a('string')
|
||
|
|
|
||
|
|
topic.three.mode.should.be.an.instanceOf(Array)
|
||
|
|
topic.three.mode.should.have.length(2)
|
||
|
|
topic.three.max.should.be.an.instanceOf(Array)
|
||
|
|
topic.three.max.should.be.an.instanceOf(Array)
|
||
|
|
topic.three.min.should.have.length(2)
|
||
|
|
topic.three.min.should.have.length(2)
|
||
|
|
|
||
|
|
}
|
||
|
|
}
|
||
|
|
}
|
||
|
|
vows
|
||
|
|
.describe('Validate New Audit')
|
||
|
|
.addBatch(validateNewAudit)
|
||
|
|
.export(module)
|
||
|
|
|
||
|
|
vows
|
||
|
|
.describe('Options')
|
||
|
|
.addBatch(options)
|
||
|
|
.export(module)
|
||
|
|
|
||
|
|
|
||
|
|
vows
|
||
|
|
.describe('Chaining')
|
||
|
|
.addBatch(chaining)
|
||
|
|
.export(module)
|
||
|
|
|
||
|
|
vows
|
||
|
|
.describe('Async')
|
||
|
|
.addBatch(async)
|
||
|
|
.export(module)
|
||
|
|
|
||
|
|
vows.describe('Sync')
|
||
|
|
.addBatch(sync)
|
||
|
|
.export(module)
|