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March 8, 2019 11:28
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Save obiltschnig/f010981e18dceaedaf2e9eaae8958971 to your computer and use it in GitHub Desktop.
Sending sensor data to ThingSpeak from macchina.io (now with outlier detection).
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var net = require('net'); | |
var sensors = [ | |
{ | |
name: 'temperature', | |
id: 'io.macchina.bluePillar.temperature#lamp1', | |
sensor: null, | |
validRange: { min: -40, max: 50 } | |
}, | |
{ | |
name: 'humidity', | |
id: 'io.macchina.bluePillar.humidity#lamp1', | |
sensor: null, | |
validRange: { min: 0, max: 100 } | |
}, | |
{ | |
name: 'pressure', | |
id: 'io.macchina.bluePillar.pressure#lamp1', | |
sensor: null, | |
validRange: { min: 500, max: 1100 } | |
}, | |
{ | |
name: 'windspeed', | |
id: 'io.macchina.bluePillar.wind.speed#lamp1', | |
sensor: null, | |
validRange: { min: 0, max: 40 } | |
}, | |
{ | |
name: 'pm25', | |
id: 'io.macchina.bluePillar.pm25#lamp1', | |
sensor: null, | |
validRange: { min: 0, max: 50 } | |
}, | |
{ | |
name: 'noise', | |
id: 'io.macchina.bluePillar.noise#lamp1', | |
sensor: null, | |
validRange: { min: 0, max: 180 } | |
} | |
]; | |
var history = {}; | |
for (var i = 0; i < sensors.length; i++) | |
{ | |
var s = sensors[i]; | |
var ref = serviceRegistry.findByName(s.id); | |
if (ref) | |
{ | |
s.sensor = ref.instance(); | |
history[s.name] = []; | |
} | |
} | |
setInterval(() => { | |
for (var i = 0; i < sensors.length; i++) | |
{ | |
var s = sensors[i]; | |
var value = s.sensor.value(); | |
history[s.name].push(value); | |
console.debug('%s: %f', s.name, value); | |
} | |
}, 5000); | |
setInterval(() => { | |
var uri = 'https://api.thingspeak.com/update'; | |
var params = 'api_key=R49TZ8UI7M94LE4B'; | |
for (var i = 0; i < sensors.length; i++) | |
{ | |
var s = sensors[i]; | |
var range = s.validRange; | |
var arr = history[s.name]; | |
var filtered = arr.filter(v => (v >= range.min && v <= range.max)); | |
var max = filtered.reduce((a, b) => Math.max(a, b)); | |
history[s.name] = []; | |
console.log('%s max: %f (%d outliers)', s.name, max, arr.length - filtered.length); | |
params += '&field' + (i + 1) + '=' + max; | |
} | |
var httpRequest = new net.HTTPRequest( | |
'POST', | |
uri | |
); | |
httpRequest.contentType = 'application/x-www-form-urlencoded'; | |
httpRequest.content = params; | |
httpRequest.send((result) => { | |
console.log('ThingSpeak HTTP response: %d %s', result.response.status, result.response.content); | |
}); | |
}, 60000); |
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