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Commit 4ea6f186 authored by Laurent Velez's avatar Laurent Velez
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dashboard/app.js 0 → 100644
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var express = require('express');
var path = require('path');
var bodyParser = require('body-parser');
var app = express();
app.use(bodyParser.json());
var port=4000;
app.listen(port, function () {
console.log('Dashboard listening on port '+port)
})
app.get('/', function (req, res) {
res.sendFile(path.join(__dirname+'/index.html'));
})
dashboard/index.html 0 → 100644
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<!DOCTYPE html>
<html lang="en">
<head>
<title>Fault Detection</title>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.4.1/css/bootstrap.min.css">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.7.0/css/font-awesome.min.css">
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.4.1/jquery.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.16.0/umd/popper.min.js"></script>
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/4.4.1/js/bootstrap.min.js"></script>
<script src="https://code.highcharts.com/stock/highstock.js"></script>
<script src="https://code.highcharts.com/stock/modules/exporting.js"></script>
<script src="https://code.highcharts.com/stock/modules/export-data.js"></script>
<script src="https://code.highcharts.com/modules/series-label.js"></script>
<script>
var originator="Cae-admin";
var cseUri = "http://127.0.0.1:8080";
var cseId = "server";
var refresh = 1000;
var threshold = 0.7;
function getAEs(){
$.ajax({
type : "GET",
url : cseUri+"/"+cseId+"?rcn=4",
headers: {
"X-M2M-Origin": originator,
"Content-Type": "application/json"
},
body:"json",
success : function(body,code){
console.log(body);
body["m2m:cb"].ae.forEach(function (ae) {
if(ae.rn==="faultDetection"){
getCnts(ae.rn)
}
});
},
error : function(body,status,error) {
}
});
}
function getCnts(ae_name){
$.ajax({
type : "GET",
url : cseUri+"/"+cseId+"/"+ae_name+"?rcn=4",
headers: {
"X-M2M-Origin": originator,
"Content-Type": "application/json"
},
body:"json",
success : function(body,code){
console.log(body);
if(body["m2m:ae"].cnt!=undefined){
body["m2m:ae"].cnt.forEach(function (cnt) {
$('#cards').append(
'<div id="'+ae_name+'-'+cnt.rn+'-chart"></div><br>'
);
getAllCin(ae_name,cnt.rn)
//displayChart(ae_name,cnt.rn,data);
});
}
},
error : function(body,status,error) {
}
});
}
function getCin(ae_name,cnt_name,series){
$.ajax({
type : "GET",
url : cseUri+"/"+cseId+"/"+ae_name+"/"+cnt_name+"/la",
headers: {
"X-M2M-Origin": originator,
"Content-Type": "application/json"
},
body:"json",
success : function(body,code){
console.log(body);
var cin_con=body["m2m:cin"].con;
var cin_ts=body["m2m:cin"].lt;
var dat=new Date(convertDate(cin_ts));
var time = dat.getTime();
var jsonCon = JSON.parse(cin_con);
var deviation = parseFloat(jsonCon.deviation);
if(deviation>threshold || deviation <-threshold){
series[0].addPoint({x:time,y:parseFloat(jsonCon.original),color:"red",marker: { enabled: true,radius:6,symbol:'circle' }},false, false);
}else{
series[0].addPoint([time, parseFloat(jsonCon.original)], false, false);
}
series[1].addPoint([time, parseFloat(jsonCon.prediction)], false, false);
series[2].addPoint([time, parseFloat(jsonCon.deviation)], false, false);
series[3].addPoint([time, parseFloat(threshold)], false, false);
series[4].addPoint([time, parseFloat(-threshold)], true, false);
//if(jsonCon.deviation>0,5 || jsonCon.deviation<-0,5){
//document.getElementById('alerts').append(jsonCon.deviation+"<br/>");
//}
},
error : function(body,status,error) {
}
});
}
function getAllCin(ae_name,cnt_name){
$.ajax({
type : "GET",
url : cseUri+"/"+cseId+"/"+ae_name+"/"+cnt_name+"?rcn=4",
headers: {
"X-M2M-Origin": originator,
"Content-Type": "application/json"
},
body:"json",
success : function(body,code){
console.log(body);
var cins = body["m2m:cnt"].cin;
var series = [
{
name:"original",
color:"CornflowerBlue",
data:[]
},
{
name:"prediciton",
color:"YellowGreen",
data:[]
},
{
name:"deviation",
color:"orange",
data:[]
},
{
name:"deviation threshold",
color:"red",
data:[]
},
{
name:"deviation threshold",
color:"red",
data:[]
}
];
for (var i=0; i<cins.length; i++) {
var cin = cins[i];
var dat=new Date(convertDate(cin.lt));
var time = dat.getTime();
jsonCon = JSON.parse(cin.con);
var deviation = parseFloat(jsonCon.deviation);
if(deviation>threshold || deviation <-threshold){
series[0].data.push({x:time,y:parseFloat(jsonCon.original),color:"red",marker: { enabled: true,radius:6,symbol:'circle'}});
}else{
series[0].data.push([time,parseFloat(jsonCon.original)]);
}
series[1].data.push([time,parseFloat(jsonCon.prediction)]);
//series[2].data.push([time,parseFloat(jsonCon.error)]);
series[2].data.push([time,parseFloat(jsonCon.deviation)]);
series[3].data.push([time,parseFloat(threshold)]);
series[4].data.push([time,parseFloat(-threshold)]);
}
displayChart(ae_name,cnt_name,series)
// var data = [];
// var time = (new Date()).getTime();
// var i;
// for (i = -99; i <= -10; i += 1) {
// data.push([
// time + i * 1000,
// 0
// ]);
// }
// return data;
//return data;
},
error : function(body,status,error) {
}
});
}
function displayChart(ae_name,cnt_name,series){
Highcharts.stockChart(ae_name+'-'+cnt_name+'-chart', {
chart: {
//type: 'line',
height: '55%', // 16:9 ratio
events: {
load: function () {
var series = this.series;
//getAllCin(ae_name,cnt_name,series);
setInterval(function () {
getCin(ae_name,cnt_name,series);
}, refresh);
}
}
},
rangeSelector: {
selected: 4
},
time: {
useUTC: false
},
yAxis: {
labels: {
align: 'left'
}
},
title: {
text: "Fault Detection | Model: ARIMA (10,0,1)"
},
navigator: {
series: {
label: {
enabled: false
}
}
},
exporting: {
enabled: true
},
series: series,
/*plotOptions: {
series: {
dataLabels: {
enabled: true,
formatter: function(){
var isLast = false;
if(this.point.x === this.series.data[this.series.data.length -1].x && this.point.y === this.series.data[this.series.data.length -1].y) isLast = true;
return isLast ? this.y : '';
}
}
}
},*/
});
}
function convertDate(cin_ts){
var date = cin_ts.substring(0, 4) + "-" + cin_ts.substring(4,6)+"-"+ cin_ts.substring(6,8)+"T"+cin_ts.substring(9,11)+":"+cin_ts.substring(11,13)+":"+cin_ts.substring(13,15);
return date;
}
getAEs();
</script>
</head>
<body>
<div class="container-fluid" id="cards" > </div>
<div id="alerts"></div>
</body>
<html>
monitoring/app.js 0 → 100644
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var express = require('express');
var path = require('path');
var bodyParser = require('body-parser');
var request = require('request');
var app = express();
var fs = require('fs');
var config = require('./config.json');
var cseUri = config.csePoa+"/~/"+config.cseId+"/"+config.cseName;
const arima = require('arima')
const l = 1
threshold = 0,5
app.use(bodyParser.json())
app.listen(config.aePort, function () {
console.log('AE Monitor listening on port '+config.aePort);
});
var ts = Array(100).fill(0).map((v,i) => Math.sin(i)+randomNumber(-0.2, 0.2))
app.post('/', function (req, res) {
console.log("\n◀◀◀◀◀")
console.log(req.body);
var content = req.body['m2m:sgn'].nev.rep["m2m:cin"].con;
//console.log("Content: "+JSON.stringify(content));
var data= JSON.parse(content);
console.log(data)
res.sendStatus(204);
ts.push(data)
ts.shift()
console.log(ts)
const [pred, errors] = arima(ts.slice(0, ts.length-l), l, {
method: 0,
optimizer: 6,
p: 10,
d: 0,
q: 1,
verbose: true
})
console.log('Ytrue,Ypred,Err')
pred.forEach((v, i) => {
var o = ts[ts.length - l + i];
var e= errors[i]
console.log(o + ',' + v + ',' + e)
var deviation = o - v;
var jsonCon = {
"original": o,
"prediction":v,
"error":e,
"deviation":deviation,
"targetContainer":config.targetCnt
}
if(e<1){
createContenInstance(cseUri+"/"+config.aeName+"/report",jsonCon)
}
/*if(deviation>threshold || deviation<-threshold){
ts[99]=undefined
}*/
})
});
createAE(cseUri);
function createAE(targetUri){
console.log("\n▶▶▶▶▶");
var representation = {
"m2m:ae":{
"rn":config.aeName,
"api":config.appId,
"rr":"true",
"poa":["http://"+config.aeIp+":"+config.aePort+"/"]
}
};
console.log("POST "+targetUri);
console.log(representation);
var options = {
uri: targetUri,
method: "POST",
headers: {
"X-M2M-Origin": config.aeId,
"X-M2M-RI": "123456",
"Content-Type": "application/json;ty=2"
},
json: representation
};
request(options, function (error, response, body) {
console.log("◀◀◀◀◀");
if(error){
console.log(error);
}else{
console.log(response.statusCode);
console.log(body);
createSubscription(cseUri+config.targetCnt);
createContainer(targetUri+"/"+config.aeName,"report")
}
});
}
function createContainer(targetUri,name){
console.log("\n▶▶▶▶▶");
var representation = {
"m2m:cnt":{
"rn":name,
"mni":config.cntMni
}
};
console.log("POST "+ targetUri);
console.log(representation);
var options = {
uri: targetUri,
method: "POST",
headers: {
"X-M2M-Origin": config.aeId,
"X-M2M-RI": "123456",
"Content-Type": "application/json;ty=3"
},
json: representation
};
request(options, function (error, response, body) {
console.log("◀◀◀◀◀");
if(error){
console.log(error);
}else{
console.log(response.statusCode);
console.log(body);
}
});
}
function createSubscription(targetUri){
console.log("\n▶▶▶▶▶");
var representation = {
"m2m:sub": {
"rn": config.subName,
"nu": ["/"+config.cseName+"/"+config.aeId],
"nct": 2,
"enc": {
"net": [3]
}
}
};
console.log("POST "+targetUri);
console.log(representation);
var options = {
uri: targetUri,
method: "POST",
headers: {
"X-M2M-Origin": config.aeId,
"X-M2M-RI": "123456",
"Content-Type": "application/json;ty=23"
},
json: representation
};
request(options, function (error, response, body) {
console.log("◀◀◀◀◀");
if(error){
console.log(error);
}else{
console.log(response.statusCode);
console.log(body);
}
});
}
function createContenInstance(targetUri,jsonCon){
console.log("\n▶▶▶▶▶");
//stringify(jsonCon)
var representation = {
"m2m:cin":{
"con": JSON.stringify(jsonCon)
}
};
console.log("POST "+targetUri);
console.log(representation);
var options = {
uri: targetUri,
method: "POST",
headers: {
"X-M2M-Origin": config.aeId,
"X-M2M-RI": "123456",
"Content-Type": "application/json;ty=4"
},
json: representation
};
request(options, function (error, response, body) {
console.log("◀◀◀◀◀");
if(error){
console.log(error);
}else{
console.log(response.statusCode);
//console.log(body);
}
});
}
function randomNumber(min, max) {
return Math.random() * (max - min) + min;
}
function difference(a, b) {
return Math.abs(a - b);
}
\ No newline at end of file
monitoring/config.json 0 → 100644
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{
"csePoa": "http://127.0.0.1:8080",
"cseId": "server",
"cseName": "server",
"aeId": "Cae-faultDetection",
"aeName": "faultDetection",
"cntMni": 100,
"appId": "app.company.com",
"aeIp": "127.0.0.1",
"aePort": 3000,
"subName": "faultDetectionSub",
"targetCnt": "/sensor/data"
}
monitoring/package-lock.json 0 → 100644
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monitoring/package.json 0 → 100644
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{
"dependencies": {
"arima": "^0.1.0",
"express": "^4.17.1",
"moving-averages": "^4.0.5",
"request": "^2.88.2"
}
}
sensor/app.js 0 → 100644
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var express = require('express');
var request = require('request');
var fs = require('fs');
var config = require('./config.json');
createAE();
function createAE(){
console.log("\n▶▶▶▶▶");
var representation = {
"m2m:ae":{
"rn":config.aeName,
"api": config.appId,
"rr":"false"
}
};
console.log("POST "+config.cseUri);
console.log(representation);
var options = {
uri: config.cseUri,
method: "POST",
headers: {
"X-M2M-Origin": config.aeId,
"X-M2M-RI": "123456",
"Content-Type": "application/json;ty=2"
},
json: representation
};
request(options, function (error, response, body) {
console.log("◀◀◀◀◀");
if(error){
console.log(error);
}else{
console.log(response.statusCode);
console.log(body);
createContainer();
}
});
}
function createContainer(){
console.log("\n▶▶▶▶▶");
var representation = {
"m2m:cnt":{
"rn":config.cntName,
"mni":config.cntMni
}
};
console.log("POST "+config.cseUri+"/"+config.aeName);
console.log(representation);
var options = {
uri: config.cseUri+"/"+config.aeName,
method: "POST",
headers: {
"X-M2M-Origin": config.aeId,
"X-M2M-RI": "123456",
"Content-Type": "application/json;ty=3"
},
json: representation
};
request(options, function (error, response, body) {
console.log("◀◀◀◀◀");
if(error){
console.log(error);
}else{
console.log(response.statusCode);
createContentInstance();
console.log(body);
setInterval(function() {
createContentInstance();
}, config.sleepTime);
}
});
}
function randomNumber(min, max) {
return Math.random() * (max - min) + min;
}
var i=0;
var j=0;
function createContentInstance(){
console.log("\n▶▶▶▶▶");
var measure = Math.sin(i)+randomNumber(-0.2, 0.2);
j = j+1;
if (j==30){
j=0;
measure = randomNumber(-3, 3)
}
var representation = {
"m2m:cin":{
"con": measure
}
};
i=i+1;
console.log("POST "+config.cseUri+"/"+config.aeName+"/"+config.cntName);
console.log(representation);
var options = {
uri: config.cseUri+"/"+config.aeName+"/"+config.cntName,
method: "POST",
headers: {
"X-M2M-Origin": config.aeId,
"X-M2M-RI": "123456",
"Content-Type": "application/json;ty=4"
},
json: representation
};
request(options, function (error, response, body) {
console.log("◀◀◀◀◀");
if(error){
console.log(error);
}else{
console.log(response.statusCode);
console.log(body);
}
});
}
\ No newline at end of file
sensor/config.json 0 → 100644
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{
"cseUri": "http://127.0.0.1:8080/~/server/server",
"aeId": "Cae-sensor",
"aeName": "sensor",
"cntName": "data",
"cntMni": 100,
"appId": "app.company.com",
"sleepTime": 2000
}
sensor/package-lock.json 0 → 100644
+ 0
− 0
View file @ 4ea6f186
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