Tracking Air Quality with HDP and HDF: Part 2 - Indoor Air Quality

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Tracking Air Quality with HDP and HDF: Part 2 - Indoor Air Quality

Using a few sensors on a MiniFi node we are able to generate some air quality sensor readings.

Source: https://github.com/tspannhw/minifi-breakoutgarden/blob/master/aqminifi.py

Data:

row['bme680_tempc'] = '{0:.2f}'.format(sensor.data.temperature)

row['bme680_tempf'] = '{0:.2f}'.format((sensor.data.temperature * 1.8) + 32)

row['bme680_pressure'] = '{0:.2f}'.format(sensor.data.pressure)

row['bme680_gas'] = '{0:.2f}'.format(gas)

row['bme680_humidity'] = '{0:.2f}'.format(hum)

row['bme680_air_quality_score'] = '{0:.2f}'.format(air_quality_score)

row['bme680_gas_baseline'] = '{0:.2f}'.format(gas_baseline)

row['bme680_hum_baseline'] = '{0:.2f}'.format(hum_baseline)

See Part 1:

https://community.hortonworks.com/articles/189630/tracking-air-quality-with-hdp-and-hdfi-part-1-apac...

Newark / NYC Hazecam

https://hazecam.net/images/main/newark.jpg

Example

{"bme680_air_quality_score": "82.45", "uuid": "20190131191921_59c5441c-47b4-4f6f-a6d6-b3943bc9cf2b", "ipaddress": "192.168.1.166", "bme680_gas_baseline": 367283.28, "bme680_pressure": "1024.51", "bme680_hum_baseline": 40.0, "memory": 11.7, "end": "1548962361.4146328", "cputemp": 47, "host": "piups", "diskusage": "9992.7", "bme680_tempf": "87.53", "te": "761.2184100151062", "starttime": "01/31/2019 14:06:40", "systemtime": "01/31/2019 14:19:21", "bme680_humidity": "13.22", "bme680_tempc": "30.85", "bme680_gas": "363274.92"}

{

"end" : "1548967753.7064438",

"host" : "piups",

"diskusage" : "9990.4",

"cputemp" : 47,

"starttime" : "01/31/2019 15:44:11",

"bme680_hum_baseline" : "40.00",

"bme680_humidity" : "13.23",

"ipaddress" : "192.168.1.166",

"bme680_tempc" : "30.93",

"te" : "301.96490716934204",

"bme680_air_quality_score" : "83.27",

"systemtime" : "01/31/2019 15:49:13",

"bme680_tempf" : "87.67",

"bme680_gas_baseline" : "334942.60",

"uuid" : "20190131204913_4984a635-8dcd-408a-ba23-c0d225ba2d86",

"bme680_pressure" : "1024.69",

"memory" : 12.6,

"bme680_gas" : "336547.19"

}