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Analytics using MongoDB aggregation and Node.js
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// The code is based on a MongoDB database myhome with a typical record as below: | |
// { | |
// "rec_time" : ISODate("2013-11-25T16:53:43.808Z"), | |
// "rec_data" : { | |
// "power" : 372.201, | |
// "current" : 1.73, | |
// "voltage" : 221.678, | |
// }, | |
// "rec_asset" : { | |
// "name" : "Airconditioner", | |
// "room" : "Bed_1", | |
// }, | |
// } | |
var MongoClient = require('mongodb').MongoClient; | |
var express = require('express'); | |
var app = express.createServer(); | |
app.use(express.bodyParser()); | |
MongoClient.connect("mongodb://mongodbhost:port/myhome", function(err, db) { | |
app.get('/setup', function(req, res) { | |
db.createCollection('test', function(err, collection) { | |
db.collection('records').find({}, {rec_time:1}, {sort:{rec_time:1}, limit:1}, function(err, cursor) { | |
cursor.toArray(function(err, docs) { | |
if(!err){ | |
var startDate = docs[0].rec_time; | |
startDate.setUTCHours(0,0,0,0); | |
startDate.setDate(1); | |
db.collection('records').find({}, {rec_time:1}, {sort:{rec_time:-1}, limit:1}, function(err, cursor) { | |
cursor.toArray(function(err, docs) { | |
if(!err){ | |
var endDate = docs[0].rec_time; | |
endDate.setUTCHours(0,0,0,0); | |
endDate.setDate(1); | |
endDate.setMonth(endDate.getMonth() + 1); | |
db.collection('readings').aggregate([ | |
{$match: { | |
"rec_time":{$gt:startDate, $lt:endDate}, | |
}}, | |
{$project: { | |
"rec_time":1, | |
"rec_Year" : { $year : "$rec_time"}, | |
"rec_Month": { $month : "$rec_time" }, | |
"rec_Day": { $dayOfMonth : "$rec_time" }, | |
"rec_Hour": { $hour : "$rec_time" }, | |
"rec_data":1, | |
"rec_asset":1, | |
}}, | |
{$group: { | |
_id: {rec_asset_name:"$rec_asset.name", rec_asset_room:"$rec_asset.room", | |
rec_Year: "$rec_Year", rec_Month:"$rec_Month", rec_Day:"$rec_Day", rec_Hour:"$rec_Hour"}, | |
count: { $sum: 1 }, | |
avgVolt : {$avg:"$rec_data.voltage"}, | |
avgCurrent:{$avg:"$rec_data.current"}, | |
sumPower:{$sum:"$rec_data.power"}, | |
avgPower:{$avg:"$rec_data.power"}, | |
}} | |
], function(err, result) { | |
db.collection("agg").insert(result, function(err, docs) { | |
if(err) console.log('Error inserting data'); | |
else { | |
db.collection("agg").insert({"lastrun":endDate}, function(err, docs) { | |
if(err) console.log('Error inserting lastrun'); | |
else { | |
console.log('Completed aggregation'); | |
res.end('Initial aggregation completed successfully'); | |
} | |
}); | |
} | |
}); | |
}); | |
} | |
}); | |
}); | |
} | |
}); | |
}); | |
}); | |
}); | |
app.post('/room/year', function(req, res) { | |
db.collection('agg').aggregate([ | |
{$match: {"_id.rec_asset_room": req.body.room, "_id.rec_Year": parseInt(req.body.year) | |
}}, | |
{$group: { | |
_id: null, | |
avgVolt : {$avg:"$avgVolt"}, | |
avgCurrent:{$avg:"$avgCurrent"}, | |
sumPower:{$sum:"$sumPower"}, | |
avgPower:{$avg:"$avgPower"}, | |
}} | |
], function(err, result) { | |
if(err) { | |
console.log(err); | |
} | |
else { | |
res.json(result); | |
} | |
} | |
); | |
}); | |
app.post('/room/month', function(req, res) { | |
db.collection('agg').aggregate([ | |
{$match: {"_id.rec_asset_room": req.body.room, "_id.rec_Year": parseInt(req.body.year), "_id.rec_Month": parseInt(req.body.month) | |
}}, | |
{$group: { | |
_id: null, | |
avgVolt : {$avg:"$avgVolt"}, | |
avgCurrent:{$avg:"$avgCurrent"}, | |
sumPower:{$sum:"$sumPower"}, | |
avgPower:{$avg:"$avgPower"}, | |
}} | |
], function(err, result) { | |
if(err) { | |
console.log(err); | |
} | |
else { | |
res.json(result); | |
} | |
} | |
); | |
}); | |
app.post('/room/day', function(req, res) { | |
db.collection('agg').aggregate([ | |
{$match: {"_id.rec_asset_room": req.body.room, "_id.rec_Year": parseInt(req.body.year), "_id.rec_Month": parseInt(req.body.month), | |
"_id.rec_Day": parseInt(req.body.day) | |
}}, | |
{$group: { | |
_id: null, | |
avgVolt : {$avg:"$avgVolt"}, | |
avgCurrent:{$avg:"$avgCurrent"}, | |
sumPower:{$sum:"$sumPower"}, | |
avgPower:{$avg:"$avgPower"}, | |
}} | |
], function(err, result) { | |
if(err) { | |
console.log(err); | |
} | |
else { | |
res.json(result); | |
} | |
} | |
); | |
}); | |
app.listen(3000); | |
}); |
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