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Lorenzo Iovino 2019-04-26 19:20:40 +02:00
parent b3e47f098f
commit 1c8645039e
24 changed files with 1474 additions and 376 deletions
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1
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@ -364,38 +527,141 @@
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32
DataGatherer/src/data/Data.ts
View file

@ -1,32 +0,0 @@
export class Data {
private name: string;
private data: any;
private timestamp: number;
private size: {
width: number;
height: number;
};
constructor(name: string, data: any, size: any, timestamp?: number) {
this.name = name;
this.data = data;
this.timestamp = timestamp ? timestamp : Date.now();
this.size = size;
}
public getName() {
return this.name;
}
public getData() {
return this.data;
}
public getTimestamp() {
return this.timestamp;
}
public getSize() {
return this.size;
}
}

30
DataGatherer/src/index.html
View file

@ -2,7 +2,7 @@
<head>
<script src="../dist/bundle.js"></script>
<script>
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for( i = 1; i <= 13; i++){
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@ -12,23 +12,23 @@
el.style.left = Math.floor(Math.random() * 1000) + 10 + 'px';
}
clearInterval(interval);
}, 200);
}, 200);*/
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<div id="8" style="width: 30px; height: 10px; background-color:darkmagenta; position: absolute; top: 362px; left: 456px;"></div>
<div id="9" style="width: 220px; height: 30px; background-color:darkslategray; position: absolute; top: 43px; left: 222px;"></div>
<div id="10" style="width: 300px; height: 30px; background-color:fuchsia; position: absolute; top: 201px; left: 100px;"></div>
<div id="11" style="width: 230px; height: 120px; background-color:purple; position: absolute; top: 201px; left: 344px;"></div>
<div id="12" style="width: 80px; height: 230px; background-color:sienna; position: absolute; top: 324px; left: 23px;"></div>
<div id="13" style="width: 30px; height: 100px; background-color:darkturquoise; position: absolute; top: 130px; left: 320px;"></div>
</body>
</html>

26
DataGatherer/src/main.ts
View file

@ -5,16 +5,26 @@ import { Keyboard } from "./source/keyboard/Keyboard";
import { Screen } from "./source/screen/Screen";
function main() {
const gatherer: Gatherer = new Gatherer([
const humanGatherer: Gatherer = new Gatherer([
new Screen('screen'),
new Keyboard('keyboard', ['keydown']),
new Mouse('mouse', ['click', 'mousemove'])
]);
gatherer.start();
//startPrediction(gatherer);
startGathering(gatherer);
//startPrediction(gatherer);
// startGathering([humanGatherer, botGatherer]);
startGathering([humanGatherer])
}
function getFlowName() {
const urlParams = new URLSearchParams(window.location.search);
return urlParams.get('flowName');
}
function getAgentName() {
const urlParams = new URLSearchParams(window.location.search);
return urlParams.get('agentName');
}
function startPrediction(gatherer: Gatherer) {
@ -28,8 +38,11 @@ function startPrediction(gatherer: Gatherer) {
}
function startGathering(gatherer: Gatherer) {
const sender: Sender = new Sender(() => gatherer.getData(), 'localhost:4100/', 3000);
function startGathering(gatherers: Array<Gatherer>) {
for(const gatherer of gatherers ) {
gatherer.start();
const sender: Sender = new Sender(() => gatherer.getData(), 'localhost:4100/' + '?agentName='+getAgentName()+'&flowName='+getFlowName(), 1000);
sender.start('ws')
.subscribe(
val => {
@ -37,5 +50,6 @@ function startGathering(gatherer: Gatherer) {
}
);
}
}
main();

3
DataGatherer/src/sender/Sender.ts
View file

@ -1,7 +1,7 @@
import { interval, Observable, of } from 'rxjs';
import { filter, flatMap, delay } from 'rxjs/operators';
import { Rxios } from 'rxios';
import {Data} from "../data/Data";
import {Data} from "../shared/Data";
export class Sender {
private url: string;
@ -36,7 +36,6 @@ export class Sender {
this.wsConnect.send(JSON.stringify(data));
return new Observable((observer) => {
this.wsConnect.onmessage = (msg) => {
console.log(msg);
observer.next(msg);
};
});

17
DataGatherer/src/shared/Data.ts Normal file
View file

@ -0,0 +1,17 @@
export class Data {
public name: string;
public data: any;
public timestamp: number;
public size: {
width: number;
height: number;
};
constructor(name: string, data: any, size: any, timestamp?: number) {
this.name = name;
this.data = data;
this.timestamp = timestamp ? timestamp : Date.now();
this.size = size;
}
}

2
DataGatherer/src/source/Source.ts
View file

@ -1,4 +1,4 @@
import { Data } from "./../data/Data";
import { Data } from "../shared/Data";
export class Source {
private name: string;

132
DataGatherer/src/source/mouse/Mouse.ts
View file

@ -1,5 +1,5 @@
import { Source } from '../Source';
import {Data} from "../../data/Data";
import {Data} from "../../shared/Data";
export class Mouse extends Source {
@ -8,11 +8,139 @@ export class Mouse extends Source {
}
startCollect() {
this.collectHumanDatas();
}
collectHumanDatas() {
for(const event of this.events){
document.addEventListener(event, (e: MouseEvent) => {
this.data.push(new Data(event, {x: e.x, y: e.y}, {width: window.innerWidth, height: window.innerHeight}));
this.data.push(
new Data(
event,
{
x: e.x,
y: e.y,
target: {
id: e.target['id'],
innerText: e.target['innerText'],
style: {
backgroundColor: e.target['style'].backgroundColor
},
rect: e.target['getBoundingClientRect']()
}
}, {
width: window.innerWidth,
height: window.innerHeight
}
)
);
});
}
}
/*collectBotDatas(flow: Array<MouseEventFlow>) {
function getIntersectedElement(position: {x: number, y: number}) {
//for()
}
function computeMovement(startingPoint: {x: number, y: number}, targetId: string): Promise<Array<Data>> {
return new Promise( (resolve, reject) => {
let movements = [];
const target = document.getElementById(targetId);
const targetCenterCoords = {x: target.getBoundingClientRect().left + target.getBoundingClientRect().width / 2, y: target.getBoundingClientRect().top + target.getBoundingClientRect().height / 2};
const distance_x = Math.abs(startingPoint.x - targetCenterCoords.x);
const distance_y = Math.abs(startingPoint.y - targetCenterCoords.y);
const distance = Math.sqrt(Math.pow(distance_x, 2) + Math.pow(distance_y, 2));
const movementTime = Math.random() * 5000 + 1000;
if(distance) {
const trance = Math.floor(distance / 20);
const step_x = distance_x / trance;
const step_y = distance_y / trance;
let i = 1;
const interval = setInterval(() => {
movements.push(new Data(
'mousemove',
{
x: startingPoint.x > targetCenterCoords.x ? startingPoint.x - step_x * i : startingPoint.x + step_x * i ,
y: startingPoint.y > targetCenterCoords.y ? startingPoint.y - step_y * i : startingPoint.y + step_y * i ,
target: {
id: '',
innerText: '',
style: {},
rect: {}
}
}, {
width: window.innerWidth,
height: window.innerHeight
})
);
i++;
if(i > trance) {
console.log(target);
clearInterval(interval);
resolve(movements);
}
}, movementTime / trance);
} else {
movements = [];
resolve(movements);
}
})
}
function computeInit(): Data {
return new Data(
'mousemove',
{
x: Math.floor(Math.random() * window.innerWidth) + 1,
y: Math.floor(Math.random() * window.innerHeight) + 1,
target: {
id: '',
innerText: '',
style: {},
rect: {}
}
}, {
width: window.innerWidth,
height: window.innerHeight
}
);
}
let i = 0;
let evt = flow[i];
const interval = setInterval( () => {
evt = flow[i];
if(evt.type === 'init') {
this.data.push(computeInit());
i++;
}
if(evt.type === 'mousemove') {
computeMovement({x: this.data[this.data.length-1].data.x, y: this.data[this.data.length-1].data.y}, evt.target)
.then(
movements => {
console.log(movements);
this.data.push(...movements);
i++;
}
);
}
if(evt.type === 'click') {
i++;
}
if(i === flow.length) {
clearInterval(interval);
}
}, 20);
}*/
}

6
DataGatherer/src/source/screen/Screen.ts
View file

@ -1,6 +1,6 @@
import { Source } from '../Source';
import Html2CanvasStatic from "html2canvas";
import {Data} from "../../data/Data";
import {Data} from "../../shared/Data";
export class Screen extends Source {
@ -9,7 +9,7 @@ export class Screen extends Source {
}
public startCollect() {
const interval = setInterval(() => {
/* const interval = setInterval(() => {
if (document.body) {
Html2CanvasStatic(document.body, {logging: false})
.then((canvas) => {
@ -17,6 +17,6 @@ export class Screen extends Source {
this.data.push(new Data('screen', imgData, {width: window.innerWidth, height: window.innerHeight}))
});
}
}, 5000);
}, 500);*/
}
}

462
DataGeneratorPuppets/package-lock.json generated Normal file
View file

@ -0,0 +1,462 @@
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"dev": true
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"dev": true
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"dev": true
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22
DataGeneratorPuppets/package.json Normal file
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@ -0,0 +1,22 @@
{
"name": "datageneratorpuppets",
"version": "1.0.0",
"description": "",
"main": "main.js",
"scripts": {
"build:puppet": "tsc -w",
"dev:puppet": "ts-node src/main.ts"
},
"devDependencies": {
"@types/node": "^11.13.0",
"@types/ws": "^6.0.1",
"ts-node": "^8.0.3",
"typescript": "^3.4.2",
"typescript-eslint-parser": "^22.0.0"
},
"author": "",
"license": "ISC",
"dependencies": {
"puppeteer": "^1.14.0"
}
}

50
DataGeneratorPuppets/src/Puppet.ts Normal file
View file

@ -0,0 +1,50 @@
import puppeteer from 'puppeteer';
export class Puppet {
public flow: { type: string; target: {x: number, y: number, width: number, height: number} }[];
public url: string;
public flowName: string;
public agentName: string;
mousePosition: {x: number, y: number} = {x:0, y:0};
constructor(url: string, flowName: string, agentName: string, flow: { type: string; target: {x: number, y: number, width: number, height: number}}[]){
this.url = url;
this.flow = flow;
this.flowName = flowName;
this.agentName = agentName;
}
async execMovements(page, flow: {type: string; target: {x: number, y: number, width: number, height: number} }[]){
function humanize(val: number, bounduaries: {min: number, max: number}) {
console.log(val);
console.log(Math.random() * Math.abs(bounduaries.max));
return val + (Math.random() * Math.abs(bounduaries.max));
}
try {
await page.goto('file:///C:/Users/Lorenzo/UserflowPredictorSystem/DataGatherer/src/index.html?flowName='+this.flowName+'&agentName=' + this.agentName, {waitUntil: 'load'});
for(const movement of flow){
let boundariesX = {min: movement.target.x, max: movement.target.width};
let boundariesY = {min: movement.target.y, max: movement.target.height};
if(movement.type === 'click') {
await page.mouse.click(humanize(movement.target.x, boundariesX), humanize(movement.target.y, boundariesY), {delay: Math.random() * 500 + 100});
}
if(movement.type === 'mousemove') {
await page.mouse.move(humanize(movement.target.x, boundariesX), humanize(movement.target.y, boundariesY), {steps: Math.random() * 100 + 50});
}
}
} catch (err) {
console.log('ERR:', err.message);
}
}
async run() {
const browser = await puppeteer.launch({headless: false});
const page = await browser.newPage();
await this.execMovements(page, this.flow);
}
}

9
DataGeneratorPuppets/src/event-flow/MouseEventFlow.ts Normal file
View file

@ -0,0 +1,9 @@
export class MouseEventFlow {
public type: 'mousemove' | 'click' | 'init';
public target: string;
constructor(type: 'mousemove' | 'click', target: string) {
this.type = name;
this.target = target;
}
}

13
DataGeneratorPuppets/src/main.ts Normal file
View file

@ -0,0 +1,13 @@
import {Puppet} from "./Puppet";
import {flows} from "../../DataGeneratorPuppets/src/datas/flow";
function main() {
for(let i = 0; i < 30; i++) {
let flowIndex = Math.floor(Math.random() * flows.length + 0);
const puppet = new Puppet('', flows[flowIndex].name, 'bot_'+i, flows[flowIndex].data);
puppet.run();
}
}
main();

20
DataGeneratorPuppets/tsconfig.json Normal file
View file

@ -0,0 +1,20 @@
{
"compilerOptions": {
"sourceMap": true,
"module": "commonjs",
"esModuleInterop": true,
"resolveJsonModule": true,
"outDir": "dist",
"experimentalDecorators": true,
"target": "es5",
"jsx": "react",
"lib": [
"dom",
"es6"
]
},
"include": [
"src/**/*.ts"
],
"compileOnSave": true
}

16
Predictor/PredictorWebService/package-lock.json generated
View file

@ -988,8 +988,7 @@
},
"code-point-at": {
"version": "1.1.0",
"bundled": true,
"optional": true
"bundled": true
},
"concat-map": {
"version": "0.0.1",
@ -1100,8 +1099,7 @@
},
"inherits": {
"version": "2.0.3",
"bundled": true,
"optional": true
"bundled": true
},
"ini": {
"version": "1.3.5",
@ -1111,7 +1109,6 @@
"is-fullwidth-code-point": {
"version": "1.0.0",
"bundled": true,
"optional": true,
"requires": {
"number-is-nan": "^1.0.0"
}
@ -1223,8 +1220,7 @@
},
"number-is-nan": {
"version": "1.0.1",
"bundled": true,
"optional": true
"bundled": true
},
"object-assign": {
"version": "4.1.1",
@ -1339,7 +1335,6 @@
"string-width": {
"version": "1.0.2",
"bundled": true,
"optional": true,
"requires": {
"code-point-at": "^1.0.0",
"is-fullwidth-code-point": "^1.0.0",
@ -2346,6 +2341,11 @@
"resolved": "https://registry.npmjs.org/qs/-/qs-6.5.2.tgz",
"integrity": "sha512-N5ZAX4/LxJmF+7wN74pUD6qAh9/wnvdQcjq9TZjevvXzSUo7bfmw91saqMjzGS2xq91/odN2dW/WOl7qQHNDGA=="
},
"query-string-parser": {
"version": "0.2.3",
"resolved": "https://registry.npmjs.org/query-string-parser/-/query-string-parser-0.2.3.tgz",
"integrity": "sha512-t8us5B2sj4pnMXxRkRE0B5NM7YeevFPew1ijr3uiv8AXVY4I6LwQRECxe6ZRmMJarmihhzgcjJmjbPGrMWg7iA=="
},
"range-parser": {
"version": "1.2.0",
"resolved": "https://registry.npmjs.org/range-parser/-/range-parser-1.2.0.tgz",

10
Predictor/PredictorWebService/package.json
View file

@ -10,6 +10,7 @@
"cors": "^2.8.5",
"express": "^4.16.4",
"nodemon": "^1.18.10",
"query-string-parser": "^0.2.3",
"ws": "^6.2.1"
},
"devDependencies": {
@ -20,10 +21,11 @@
"typescript-eslint-parser": "^22.0.0"
},
"scripts": {
"build": "tsc -w",
"dev": "ts-node ./src/main.ts",
"start": "nodemon ./dist/main.js",
"prod": "npm run build && npm run start"
"build:ws": "tsc -w",
"dev:ws": "ts-node src/predictor-web-service/main.ts",
"dev:imageCreator": "ts-node src/image-creator/main.ts",
"start:ws": "nodemon ./dist/main.js",
"prod:ws": "npm run build:ws && npm run start:ws"
},
"author": "",
"license": "ISC"

158
Predictor/PredictorWebService/src/image-creator/ImageCreatorService.ts Normal file
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@ -0,0 +1,158 @@
import {Data} from "../../../../DataGatherer/src/shared/Data";
import {createCanvas, Image} from "canvas";
import fs from "fs";
export class ImageCreatorService {
createImageFromData(data: Array<Data>, name: string) {
return new Promise((resolve, reject) => {
const htmlElements = data.filter( val => {
return val.name !== 'screen';
});
const mouseClicks = data.filter(val => {
return val.name === 'click';
});
const mouseMovements = data.filter(val => {
return val.name === 'mousemove';
});
const keyboard = data.filter(val => {
return val.name === 'keydown';
});
//todo da cambiare le dimensioni e renderle dinamiche
const canvas = createCanvas(1000, 800);
const ctx = canvas.getContext('2d');
this.printHTMLElements(htmlElements, ctx);
this.printMouseClick(mouseClicks, ctx);
this.printMouseMove(mouseMovements, ctx);
this.printKeyboard(keyboard, ctx);
const base64data = canvas.toBuffer();
resolve({data: base64data, name: name});
});
}
saveImage(base64datas: any, path: string) {
fs.writeFile(path, base64datas, 'base64', function (err) {
if (err) throw err;
console.log('Image saved');
});
}
applyDataToImage(data: Array<Data>, name: string) {
return new Promise((resolve, reject) => {
const mouseClicks = data.filter(val => {
return val.name === 'click';
});
const mouseMovements = data.filter(val => {
return val.name === 'mousemove';
});
const keyboard = data.filter(val => {
return val.name === 'keydown';
});
const image: any = data.filter(val => {
return val.name === 'screen';
})[0];
if (image) {
const canvas = createCanvas(image.size.width, image.size.height);
const ctx = canvas.getContext('2d');
const img = new Image();
img.onload = () => {
this.printImage(img, ctx);
this.printMouseClick(mouseClicks, ctx);
this.printMouseMove(mouseMovements, ctx);
this.printKeyboard(keyboard, ctx);
const base64data = canvas.toBuffer();
resolve({data: base64data, name: name});
};
img.onerror = err => {
throw err
};
img.src = image.data;
} else {
resolve(null);
}
});
}
printMouseClick(mouseclicks: Array<Data>, ctx: CanvasRenderingContext2D) {
ctx.strokeStyle = 'rgba(219, 10, 91, 0.5)';
ctx.lineWidth = 5;
ctx.beginPath();
for(const move of mouseclicks){
ctx.strokeRect(move.data.x, move.data.y,10, 10);
}
ctx.stroke();
}
printHTMLElements(htmlElements: Array<Data>, ctx: CanvasRenderingContext2D) {
ctx.strokeStyle = 'rgba(33, 123, 22, 0.5)';
ctx.lineWidth = 2;
ctx.beginPath();
for(const element of htmlElements){
ctx.fillStyle = element.data.target.style.backgroundColor !== '' ? element.data.target.style.backgroundColor : 'transparent';
ctx.fillRect(element.data.target.rect.x, element.data.target.rect.y, element.data.target.rect.width, element.data.target.rect.height);
ctx.strokeRect(element.data.target.rect.x, element.data.target.rect.y, element.data.target.rect.width, element.data.target.rect.height);
ctx.font = "10px Arial";
ctx.fillStyle = 'black';
ctx.textAlign = "center";
ctx.fillText(element.data.target.id, element.data.target.rect.x + element.data.target.rect.width/2, element.data.target.rect.y + element.data.target.rect.height/2);
}
ctx.stroke();
}
printMouseMove(mousemoves: Array<Data>, ctx: CanvasRenderingContext2D) {
ctx.strokeStyle = 'rgba(0,0,0,0.8)';
ctx.lineWidth = 5;
ctx.beginPath();
for(const move of mousemoves){
ctx.lineTo(move.data.x, move.data.y);
}
ctx.stroke();
}
printKeyboard(keyboard: Array<Data>, ctx: CanvasRenderingContext2D) {
}
printImage(image: any, ctx: CanvasRenderingContext2D){
ctx.drawImage(image, 0, 0);
}
public startProcessing(srcPath: string, destPath: string) {
const that = this;
fs.readdir(srcPath, function(err, items) {
for (var i=0; i<items.length; i++) {
const data = fs.readFileSync(srcPath + '/' + items[i]);
try {
const jsonData = JSON.parse(data.toString('utf8'));
fs.mkdirSync('./trainingImages/virtual/' + destPath, {recursive: true});
that.createImageFromData(jsonData, items[i].split('.')[0])
.then(res => {
if(res) {
console.log('virtual image ' + ' processed');
that.saveImage(res['data'], './trainingImages/virtual/' + destPath + '/' + res['name'] + '.png');
}
});
that.applyDataToImage(jsonData, items[i].split('.')[0])
.then(res => {
if(res) {
console.log('real image ' + ' processed');
that.saveImage(res['data'], './trainingImages/real/' + destPath + '/' + res['name'] + '.png');
}
});
} catch (e) {
console.log('file not valid');
}
}
});
}
}

11
Predictor/PredictorWebService/src/image-creator/main.ts Normal file
View file

@ -0,0 +1,11 @@
import {ImageCreatorService} from "./ImageCreatorService";
function main() {
const imageCreatorService = new ImageCreatorService();
imageCreatorService.startProcessing('./trainingDatas/flow1', 'flow1');
imageCreatorService.startProcessing('./trainingDatas/flow2', 'flow2');
imageCreatorService.startProcessing('./trainingDatas/flow3', 'flow3');
}
main();

9
Predictor/PredictorWebService/src/main.ts
View file

@ -1,9 +0,0 @@
import { PredictorWebService } from "./predictor-web-service/PredictorWebService";
function main() {
const predictorWebService = new PredictorWebService('/', 4000, 4100);
predictorWebService.startExpress();
predictorWebService.startWebSocket();
}
main();

125
Predictor/PredictorWebService/src/predictor-web-service/PredictorWebService.ts
View file

@ -4,8 +4,8 @@ import * as http from 'http';
import cors from 'cors';
import * as bodyParser from "body-parser";
import fs from 'fs';
import {Data} from "../../../../DataGatherer/src/data/Data";
import {createCanvas, Image} from "canvas";
import {Data} from "../../../../DataGatherer/src/shared/Data";
import parser from 'query-string-parser';
export class PredictorWebService {
@ -16,44 +16,40 @@ export class PredictorWebService {
private httpServer: http.Server;
private wss: WebSocket.Server;
private counter: number = 0;
private oldImageData: Data;
constructor(url: string, portApi: number, portWebSocket: number) {
this.url = url;
this.portApi = portApi;
this.portWebSocket = portWebSocket;
}
public startWebSocket() {
public startTrainer() {
this.httpServer = http.createServer(this.app);
this.wss = new WebSocket.Server({port: this.portWebSocket});
this.wss.on('connection', (ws: WebSocket) => {
this.wss.on('connection', (ws: WebSocket, req: any) => {
let url = require('url').parse(req.url).query;
const queryObj = parser.fromQuery(url);
const that = this;
ws.on('message', (message: string) => {
const jsonMsg = JSON.parse(message);
const data: Array<Data> = jsonMsg.map(d => new Data(d.name, d.data, d.size, d.timestamp));
let image = data.find(val => {
return val.getName() === 'screen';
});
if(image) {
that.saveImage(image);
that.applyDataToImage(image, data)
.then(val => {
ws.send(val);
});
} else {
that.applyDataToImage(that.oldImageData, data)
.then(val => {
ws.send(val);
});
that.counter++;
that.saveData(data, queryObj.flowName, queryObj.agentName)
.then( (msg) => {
if(msg === 'ok') {
ws.send('trainer - Data saved');
}
})
.catch( (err) => {
ws.send('trainer - Error while saving data');
});
});
});
}
public startExpress() {
const that = this;
public startPredictor() {
this.app = express();
this.app.use(cors());
this.app.use(bodyParser.json());
@ -63,83 +59,38 @@ export class PredictorWebService {
function generateFakeResponse() {
return Array.from({length: 20}, () => Math.random().toPrecision(2));
}
console.log('Request prediction');
console.log('predictor - Request prediction');
res.send(generateFakeResponse());
});
this.app.listen(this.portApi, () => {
console.log('PredictorWebService is up and running on port: %d', this.portApi);
console.log('predictor - up and running on port: %d', this.portApi);
});
}
printMouseClick(mouseclicks: Array<Data>, ctx: any) {
ctx.strokeStyle = 'rgba(219, 10, 91, 0.5)';
ctx.lineWidth = 5;
ctx.beginPath();
for(const move of mouseclicks){
ctx.strokeRect(move.getData().x, move.getData().y,10, 10);
}
ctx.stroke();
}
printMouseMove(mousemoves: Array<Data>, ctx: any) {
ctx.strokeStyle = 'rgba(0,0,0,0.8)';
ctx.lineWidth = 5;
ctx.beginPath();
for(const move of mousemoves){
ctx.lineTo(move.getData().x, move.getData().y);
}
ctx.stroke();
}
printKeyboard(keyboard: Array<Data>, ctx: any) {
}
printImage(image: Image, ctx: any){
ctx.drawImage(image, 0, 0);
}
applyDataToImage(image: Data, data: Array<Data>) {
saveData(data: Array<Data>, flowName: string, agentName: string) {
return new Promise((resolve, reject) => {
const mouseClicks = data.filter(val => {
return val.getName() === 'click';
});
const mouseMovements = data.filter(val => {
return val.getName() === 'mousemove';
});
const keyboard = data.filter(val => {
return val.getName() === 'keydown';
});
if (image) {
const canvas = createCanvas(image.getSize().width, image.getSize().height);
const ctx = canvas.getContext('2d');
const img = new Image();
img.onload = () => {
this.printImage(img, ctx);
this.printMouseClick(mouseClicks, ctx);
this.printMouseMove(mouseMovements, ctx);
this.printKeyboard(keyboard, ctx);
const base64data = canvas.toBuffer();
fs.writeFile('./trainingDatas/' + image.getTimestamp() + '-' + Date.now() + '.png', base64data, 'base64', function (err) {
if (err) throw err;
console.log('File saved.');
resolve('ok - image received');
})
};
img.onerror = err => {
throw err
};
img.src = image.getData();
console.log(flowName);
console.log(agentName);
if(flowName && agentName) {
fs.mkdirSync('./trainingDatas/' + flowName + '/', { recursive: true });
} else {
resolve('ok - only datas');
fs.mkdirSync('./trainingDatas/undefined', { recursive: true });
}
if(!flowName && !agentName) {
fs.writeFile('./trainingDatas/undefined/' + this.counter + '.json', JSON.stringify(data), 'utf8', function (err) {
if (err) reject('err');
console.log('Data saved');
resolve('ok');
});
} else {
fs.writeFile('./trainingDatas/' + flowName + '/' + agentName + '_' + this.counter + '.json', JSON.stringify(data), 'utf8', function (err) {
if (err) reject('err');
console.log('Data saved');
resolve('ok');
});
}
});
}
saveImage(image: Data) {
if(image) {
this.oldImageData = image;
}
}
}

9
Predictor/PredictorWebService/src/predictor-web-service/main.ts Normal file
View file

@ -0,0 +1,9 @@
import { PredictorWebService } from "./PredictorWebService";
function main() {
const predictorWebService = new PredictorWebService('/', 4000, 4100);
predictorWebService.startPredictor();
predictorWebService.startTrainer();
}
main();