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fixed parameters radial layout

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master
Angelos Chatzimparmpas 5 years ago
parent c1665c58f2
commit 6a2b251dda
6 changed files with 2319 additions and 1160 deletions
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  1. BIN
      __pycache__/run.cpython-37.pyc
  2. 3288
      frontend/package-lock.json
  3. 64
      frontend/package.json
  4. 39
      frontend/src/components/Algorithms.vue
  5. 1
      frontend/src/components/Main.vue
  6. 71
      frontend/src/components/Parameters.vue

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64
frontend/package.json
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@ -11,15 +11,15 @@
"start": "npm run dev"
},
"dependencies": {
"@babel/core": "^7.6.4",
"@babel/runtime": "^7.6.3",
"@babel/core": "^7.7.2",
"@babel/runtime": "^7.7.2",
"@fortawesome/fontawesome-free": "^5.11.2",
"@fortawesome/fontawesome-svg-core": "^1.2.25",
"@fortawesome/free-solid-svg-icons": "^5.11.2",
"@fortawesome/vue-fontawesome": "^0.1.7",
"@fortawesome/vue-fontawesome": "^0.1.8",
"@statnett/vue-plotly": "^0.3.2",
"@types/d3-drag": "^1.2.3",
"@types/node": "^12.7.12",
"@types/node": "^12.12.7",
"ajv": "^6.10.2",
"audit": "0.0.6",
"axios": "^0.19.0",
@ -46,17 +46,17 @@
"fs": "0.0.2",
"fs-es6": "0.0.2",
"ify-loader": "^1.1.0",
"interactjs": "^1.6.2",
"interactjs": "^1.6.3",
"jquery": "^3.4.1",
"mdbvue": "^5.8.3",
"mdbvue": "^6.0.0",
"mini-css-extract-plugin": "^0.8.0",
"npm-check-updates": "^3.1.24",
"npm-check-updates": "^3.2.1",
"papaparse": "^5.1.0",
"parcoord-es": "^2.2.10",
"plotly.js": "^1.50.0",
"popper.js": "^1.15.0",
"react": "^16.10.2",
"react-dom": "^16.10.2",
"plotly.js": "^1.51.1",
"popper.js": "^1.16.0",
"react": "^16.11.0",
"react-dom": "^16.11.0",
"stardust-allofw": "^0.1.1",
"stardust-core": "^0.2.4",
"stardust-webgl": "^0.2.4",
@ -64,22 +64,22 @@
"toposort": "^2.0.2",
"transform-loader": "^0.2.4",
"update": "^0.7.4",
"vega": "^5.7.2",
"vega": "^5.7.3",
"vue": "^2.6.10",
"vue-bootstrap-slider": "^2.1.8",
"vue-papa-parse": "^1.2.2",
"vue-papa-parse": "^1.3.0",
"vue-plotly": "^1.0.1",
"vue-router": "^3.1.3",
"vue-slider-component": "^3.0.41",
"vue-slider-component": "^3.0.42",
"vue2-simplert-plugin": "^0.5.3",
"webpack-cli": "^3.3.9",
"webpack-cli": "^3.3.10",
"webpack-require": "0.0.16"
},
"devDependencies": {
"@babel/plugin-proposal-class-properties": "^7.5.5",
"@babel/plugin-proposal-decorators": "^7.6.0",
"@babel/plugin-proposal-class-properties": "^7.7.0",
"@babel/plugin-proposal-decorators": "^7.7.0",
"@babel/plugin-proposal-export-namespace-from": "^7.5.2",
"@babel/plugin-proposal-function-sent": "^7.5.0",
"@babel/plugin-proposal-function-sent": "^7.7.0",
"@babel/plugin-proposal-json-strings": "^7.2.0",
"@babel/plugin-proposal-numeric-separator": "^7.2.0",
"@babel/plugin-proposal-throw-expressions": "^7.2.0",
@ -87,16 +87,16 @@
"@babel/plugin-syntax-import-meta": "^7.2.0",
"@babel/plugin-syntax-jsx": "^7.2.0",
"@babel/plugin-transform-runtime": "^7.6.2",
"@babel/preset-env": "^7.6.3",
"autoprefixer": "^9.6.5",
"@babel/preset-env": "^7.7.1",
"autoprefixer": "^9.7.1",
"babel-eslint": "^10.0.3",
"babel-helper-vue-jsx-merge-props": "^2.0.3",
"babel-loader": "^8.0.6",
"babel-plugin-transform-vue-jsx": "^3.7.0",
"chalk": "^2.4.2",
"copy-webpack-plugin": "^5.0.4",
"chalk": "^3.0.0",
"copy-webpack-plugin": "^5.0.5",
"css-loader": "^3.2.0",
"eslint": "^6.5.1",
"eslint": "^6.6.0",
"eslint-config-standard": "^14.1.0",
"eslint-friendly-formatter": "^4.0.1",
"eslint-loader": "^3.0.2",
@ -104,7 +104,7 @@
"eslint-plugin-node": "^10.0.0",
"eslint-plugin-promise": "^4.2.1",
"eslint-plugin-standard": "^4.0.1",
"eslint-plugin-vue": "^5.2.3",
"eslint-plugin-vue": "^6.0.0",
"extract-text-webpack-plugin": "^3.0.2",
"file-loader": "^4.2.0",
"friendly-errors-webpack-plugin": "^1.7.0",
@ -112,28 +112,28 @@
"node-notifier": "^6.0.0",
"optimize-css-assets-webpack-plugin": "^5.0.3",
"ora": "^4.0.2",
"portfinder": "^1.0.24",
"portfinder": "^1.0.25",
"postcss-import": "^12.0.1",
"postcss-loader": "^3.0.0",
"postcss-url": "^8.0.0",
"rimraf": "^3.0.0",
"sass": "^1.23.0",
"sass": "^1.23.3",
"sass-loader": "^8.0.0",
"semver": "^6.3.0",
"shelljs": "^0.8.3",
"uglifyjs-webpack-plugin": "^2.2.0",
"url-loader": "^2.2.0",
"vue-class-component": "^7.1.0",
"vue-cli-plugin-vuetify": "^1.0.1",
"vue-loader": "^15.7.1",
"vue-property-decorator": "^8.2.2",
"vue-cli-plugin-vuetify": "^2.0.2",
"vue-loader": "^15.7.2",
"vue-property-decorator": "^8.3.0",
"vue-style-loader": "^4.1.2",
"vue-template-compiler": "^2.6.10",
"vue2-simplert": "^1.0.0",
"vuetify-loader": "^1.3.0",
"webpack": "^4.41.1",
"webpack-bundle-analyzer": "^3.5.2",
"webpack-dev-server": "^3.8.2",
"webpack": "^4.41.2",
"webpack-bundle-analyzer": "^3.6.0",
"webpack-dev-server": "^3.9.0",
"webpack-merge": "^4.2.2"
},
"browserslist": [

39
frontend/src/components/Algorithms.vue
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@ -29,7 +29,9 @@ export default {
parameters: [],
algorithm1: [],
algorithm2: [],
chart: ''
chart: '',
flagEmpty: 0,
ActiveModels: []
}
},
methods: {
@ -48,18 +50,18 @@ export default {
// initialize/instansiate algorithms and parameters
this.algorithm1 = []
this.algorithm2 = []
var parameters = []
this.parameters = []
for (var i = 0; i < Object.keys(PerformAlgor1['0']).length; i++) {
this.algorithm1.push({'Performance Metrics': Object.values(PerformAlgor1['0'])[i]*100,Algorithm:'KNN',Model:'Model ' + Algor1IDs[i] + '; Parameters '+JSON.stringify(Object.values(PerformAlgor1['params'])[i])+'; Performance Metrics ',ModelID:Algor1IDs[i]})
parameters.push(JSON.stringify(Object.values(PerformAlgor1['params'])[i]))
this.parameters.push(JSON.stringify(Object.values(PerformAlgor1['params'])[i]))
}
for (let j = 0; j < Object.keys(PerformAlgor2['0']).length; j++) {
this.algorithm2.push({'Performance Metrics': Object.values(PerformAlgor2['0'])[j]*100,Algorithm:'RF',Model:'Model ' + Algor2IDs[j] + '; Parameters '+JSON.stringify(Object.values(PerformAlgor2['params'])[j])+'; Performance Metrics ',ModelID:Algor2IDs[j]})
parameters.push(JSON.stringify(Object.values(PerformAlgor2['params'])[j]))
this.parameters.push(JSON.stringify(Object.values(PerformAlgor2['params'])[j]))
}
EventBus.$emit('ParametersAll', parameters)
EventBus.$emit('ParametersAll', this.parameters)
// concat the data
var data = this.algorithm1.concat(this.algorithm2)
@ -81,12 +83,24 @@ export default {
var el = document.getElementsByClassName('d3-exploding-boxplot boxcontent')
this.brushStatus = document.getElementsByClassName('extent')
// on clicks
var flagEmptyKNN = 0
var flagEmptyRF = 0
el[0].onclick = function() {
var allPoints = document.getElementsByClassName('d3-exploding-boxplot point KNN')
for (let i = 0; i < allPoints.length; i++) {
allPoints[i].style.fill = previousColor[0]
allPoints[i].style.opacity = '1.0'
}
if (flagEmptyKNN == 0) {
flagEmptyKNN = 1
} else {
flagEmptyKNN = 0
}
EventBus.$emit('updateFlagKNN', flagEmptyKNN)
EventBus.$emit('PCPCall', 'KNN')
EventBus.$emit('updateBarChart', [])
}
@ -96,6 +110,14 @@ export default {
allPoints[i].style.fill = previousColor[1]
allPoints[i].style.opacity = '1.0'
}
if (flagEmptyRF == 0) {
flagEmptyRF = 1
} else {
flagEmptyRF = 0
}
EventBus.$emit('updateFlagRF', flagEmptyRF)
EventBus.$emit('PCPCall', 'RF')
EventBus.$emit('updateBarChart', [])
}
@ -111,11 +133,10 @@ export default {
var limiter = this.chart.returnBrush()
var algorithm = []
const previousColor = ['#8dd3c7','#ffffb3','#bebada','#fb8072','#80b1d3','#fdb462','#b3de69','#fccde5','#d9d9d9','#bc80bd','#ccebc5','#ffed6f']
const previousColor = ['#8dd3c7','#8da0cb']
var modelsActive = []
for (var j = 0; j < this.AllAlgorithms.length; j++) {
algorithm = []
modelsActive = []
if (this.AllAlgorithms[j] === 'KNN') {
var allPoints = document.getElementsByClassName('d3-exploding-boxplot point KNN')
algorithm = this.algorithm1
@ -170,6 +191,8 @@ export default {
}
}
}
EventBus.$emit('sendParameters', this.parameters)
EventBus.$emit('updateActiveModels', modelsActive)
this.UpdateBarChart()
},
brushed () {
@ -223,6 +246,8 @@ export default {
}
}
}
EventBus.$emit('sendParameters', this.parameters)
EventBus.$emit('updateActiveModels', modelsActive)
this.UpdateBarChart()
},
UpdateBarChart () {

1
frontend/src/components/Main.vue
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@ -296,7 +296,6 @@ export default Vue.extend({
console.log('Server successfully sent updated per class features!')
EventBus.$emit('emittedEventCallingAllAlgorithms', this.PerformancePerModel)
EventBus.$emit('emittedEventCallingBarChart', this.PerformancePerModel)
EventBus.$emit('emittedEventCallingOverview')
})
.catch(error => {
console.log(error)

71
frontend/src/components/Parameters.vue
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@ -12,10 +12,20 @@ export default {
data () {
return {
WH: [],
storeActiveModels: [],
storeParameters: [],
FlagKNN: 0,
FlagRF: 0,
KNNModels: 576, //KNN models
}
},
methods: {
draw() {
// Clear Heatmap first
var svg = d3.select("#overview");
svg.selectAll("*").remove();
var widthinter = this.WH[0]*3 // interactive visualization
var heightinter = this.WH[1]*1.23 // interactive visualization
var margin = 0,
@ -110,13 +120,54 @@ export default {
.attr("r", innerRadius)
.classed("center-circle", true);
var n_neighbors = 0
var metric = 0
var algorithm = 0
var weight = 0
var n_estimators = 0
var criterion = 0
if (this.FlagKNN == 1) {
n_neighbors = 100
metric = 100
algorithm = 100
weight = 100
}
if (this.FlagRF == 1) {
n_estimators = 100
criterion = 100
}
if (this.storeActiveModels.length != 0) {
var countkNNRelated = []
var countRFRelated = []
for (let i = 0; i < this.storeActiveModels.length; i++) {
if (this.storeActiveModels[i] < this.KNNModels) {
countkNNRelated.push(JSON.parse(this.storeParameters[this.storeActiveModels[i]]))
} else {
countRFRelated.push(JSON.parse(this.storeParameters[this.storeActiveModels[i]]))
}
}
console.log(countkNNRelated)
console.log(countRFRelated)
n_neighbors = ([... new Set(countkNNRelated.map(data => data.n_neighbors))].length / 25) * 100
metric = ([... new Set(countkNNRelated.map(data => data.metric))].length / 4) * 100
algorithm = ([... new Set(countkNNRelated.map(data => data.algorithm))].length / 3) * 100
weight = ([... new Set(countkNNRelated.map(data => data.weight))].length / 2) * 100
n_estimators = ([... new Set(countRFRelated.map(data => data.n_estimators))].length / 80) * 100
criterion = ([... new Set(countRFRelated.map(data => data.criterion))].length / 2) * 100
console.log(algorithm)
}
var data = [
{ algorithm: 'KNN', parameter: 'n_neighbors', percentage: 70 },
{ algorithm: 'KNN', parameter: 'metric', percentage: 50 },
{ algorithm: 'KNN', parameter: 'algorithm', percentage: 75 },
{ algorithm: 'KNN', parameter: 'weight', percentage: 50 },
{ algorithm: 'RF', parameter: 'n_estimators', percentage: 80 },
{ algorithm: 'RF', parameter: 'criterion', percentage: 50 }
{ algorithm: 'KNN', parameter: 'n_neighbors', percentage: n_neighbors },
{ algorithm: 'KNN', parameter: 'metric', percentage: metric },
{ algorithm: 'KNN', parameter: 'algorithm', percentage: algorithm },
{ algorithm: 'KNN', parameter: 'weight', percentage: weight },
{ algorithm: 'RF', parameter: 'n_estimators', percentage: n_estimators },
{ algorithm: 'RF', parameter: 'criterion', percentage: criterion }
];
var cats = data.map(function(d, i) {
@ -448,7 +499,13 @@ export default {
}
},
mounted () {
EventBus.$on('emittedEventCallingOverview',this.draw)
EventBus.$on('updateFlagKNN', data => { this.FlagKNN = data })
EventBus.$on('updateFlagRF', data => { this.FlagRF = data })
EventBus.$on('updateFlagKNN', this.draw)
EventBus.$on('updateFlagRF', this.draw)
EventBus.$on('sendParameters', data => { this.storeParameters = data })
EventBus.$on('updateActiveModels', data => { this.storeActiveModels = data })
EventBus.$on('updateActiveModels', this.draw)
EventBus.$on('Responsive', data => {
this.WH = data})
EventBus.$on('ResponsiveandChange', data => {

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