A mongodb aware purple air client
Project description
Quick Overview
persair is a python client (CLI and API) for retrieving data from sensors registered to the PurpleAir API.
while completely useful in its own right, it is perhaps best (i.e. no mess no fuss) deployed as part of a larger, more feature rich pfair installation.
Warning, Will Robinson!
If you wish to use persair on your own computer, you do need to note these prerequisites:
docker
Data that persair uses is stored in a monogdb database that is run on your computer. See below for installation instructions:
Linux
Windows
PurpleAir API keys
The final requirement are the PurpleAIR API keys, needed to access the PurpleAIR API. You can get your own free keys from here. If you are here from Project Tanguro, please contact rudolph.pienaar@gmail.com for those relevant keys. Once you have your keys, save them in a json file:
{
"tanguro": {
"ReadKey": "5510DCF0-D742-11ED-BD21-420105480008",
"WriteKey": "7A1FBDA0-DD68-11ED-BD21-420105400008"
}
}
(Note those are not actual keys!)
Overview
persair (the pers is a play on the word purple) is a both a standalone script and a python module that provides the means to interact with the PurpleAir API and retrieve sensor information. Together with the app itself, this repo also provides a supporting ecosystem of a monogdb container that is used to persist data pulled from PurpleAir.
While the PurpleAir mission is to enable community driven science, accessing the API does carry a small monetary cost. Without commenting on that reality, persair provides the means to pull sensor data and archive them in a separate data base with easy/free access.
One of the use cases of persair is to scan a set of sensors and check if any are off-line (as indicated by the last_seen field for the sensor when queried in PurpleAir).
Installation
Using PyPI
The best method of installing this script and all of its dependencies is by fetching it from PyPI using a python virtual environment.
pip3 install persair
Using CLI
Alternatively, from a cloned version of the repository:
pip3 install -r requirements.txt -U ./
Running
Ecosystem
Assuming you have docker and docker-compose on your system, do
docker-compose up -d
Environment
Several environment variables need to be set prior to running persair:
Linux
export MD_DB=tanguro && export DBauthPath=/home/dicom/services/pfair.json &&\
export MD_URI=mongodb://localhost:27017 && export ReadWriteKey=tanguro
In the above, the /home/dicom/services/pfair.json is the full path of the key-file you might have created earlier. Obviously, your location will vary. For the case of Windows, use Windows Powershell and
Windows
$env:MD_DB=tanguro
$env:DBauthPath=C:\users\me\key.json
$env:MD_URI=mongodb://localhost:27017
$env:ReadWriteKey=tanguro
Command line arguments
[--mongodbinit <init.json>]
The mongodb initialization file.
[--version]
If specified, print app name/version.
[--man]
If specified, print this help/man page.
[--sensorDataGet <sensorRef>]
Get data for sensor <sensorRef>. This can either be a sensor index
or a sensor ID. Set the ref type with --sensorRefType.
[--fieldsList]
If specified, print information about the fields can be passed to the
"fields" parameter.
[fields <comma,separated,list>]
A comma separated list of field data to retrieve.
[--asHistory | --asHistoryCSV]
If specified, do a "history" retrieve (optionally as CSV data)
[--start_timestamp <%Y-%m-%d>]
For a "history" retrieve, the start timestamp.
[--end_timestamp <%Y-%m-%d>]
For a "history" retrieve, the end timestamp.
[--sensorRefType sensor_index|sensor_id]
Set the specific reference "type" for sensors. This must be one of
either 'sensor_id' or 'sensor_index'. Default is 'sensor_index'.
[--sensorAddToGroup <sensorRef>]
Add the sensor referenced by <sensorRef> to a group. The group is
additionally specified with the --usingGroupID CLI.
[--sensorsAddFromFile <filename>]
Add all sensors referenced in <filename> to the group defined by
--usingGroupID. References in the <filename> should only contain
a single sensor per line.
[--sensorsInGroupList <groupid>]
List all sensors in <groupid>.
[--usingGroupID <groupid>]
CLI for additionally specifying a <groupid> to use in conjunction
with several sensor operations.
Examples
List all the sensor indices in a group:
persair --sensorsInGroupList --usingGroupID 1700
Get (all) the data for a given sensor (note this carries an actual _cost_ in tokens which if exhausted need to be topped off/purchased):
persair --sensorDataGet 103270
Get only some fields for a given sensor:
persair --sensorDataGet 103270 --fields temperature,last_seen,latitude,longitude
Get some historical data for a give sensor:
persair --sensorDataGet 103270 --fields temperature \
--asHistoryCSV --start_timestamp 2023-06-01 --end_timestamp 2023-06-02
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