Download sensor data

To be able to download timeseries data from the DataReservoir, a datareservoirio.Client must be instantiated:

import datareservoirio as drio

drio_auth = drio.Authenticator()
drio_client = drio.Client(drio_auth)

Sensor data can be downloaded using the get_sensor_data() method:

# Choose which sensor to download from the list of sensors
sensor = campaign.sensors()[0]

# Download the sensor data
campaign.get_sensor_data(drio_client, sensor, filter_=["Ax", "Ay"])

The filter_ keyword argument can be used to filter which channels to download. A built-in channel list is provided by channels module:

from fourinsight.campaigns import channels

campaign.get_sensor_data(drio_client, lmrp_sensor, filter_=channels.AG)

Each sensor has a list of channels which in turn contain Timeseries ids. To access all timeseries that belong to all sensors of a certain campaign (e.g. if needing a list to put them in a timeseries group):

sensor_list = campaign.sensors()
timeseries_ids = []

for item in sensor_list:
    channels = item.get("Channels", [])
    for channel in channels:
        ts_id = channel.get("Timeseries id")
        if ts_id:
            timeseries_ids.append(ts_id)