Groups#
A few common groups are preregistered and can be used directly
generic#
The generic group is preregistered and automatically applied to every column.
It contains two checks.
missing_timestamps#
Checks if timestamps are missing. This check is applied to all columns.
null_values#
Checks if values are NULL. This check is applied to all columns.
temperature#
A group for temperature related checks.
range_check#
Checking if values are in a range from -40 to 50.
spike_dip_check#
Checking if the parameter has spikes or dips that exceed 0.3 per minute.
persistence_check#
Checking if values are the same for longer than 2 hours.
dew_point#
Group for dew point related checks.
range_check#
Checking if values are in a range from -60 to 50.
spike_dip_check#
Checking if the parameter has spikes or dips that exceed 0.3 per minute.
persistence_check#
Checking if values are the same for longer than 2 hours.
windspeed#
Group for wind speed related checks.
range_check#
Checking if values are in a range from 0 to 30.
persistence_check#
Checking if values are the same for longer than 5 hours.
winddirection#
Group for wind direction related checks.
range_check#
Checking if values are in a range from 0 to 36.
persistence_check#
relhum#
Group for relative humidity related checks.
range_check#
Checking if values are in a range from 10 to 100.
spike_dip_check#
Checking if the parameter has spikes or dips that exceed 4 per minute.
persistence_check#
Checking if values are the same for longer than 5 hours.
pressure#
Group for pressure related checks.
range_check#
Checking if values are in a range from 860 to 1055.
spike_dip_check#
Checking if the parameter has spikes or dips that exceed 0.3 per minute.
persistence_check#
Checking if values are the same for longer than 6 hours.