Retrieve time series data from Govern artifacts#

Get values#

import dataikuapi

host = "http(s)://GOVERN_HOST:GOVERN_PORT"
apiKey = "Your API key secret"
client = dataikuapi.GovernClient(host, apiKey)

# retrieve a specific artifact of type dataiku model version by its ID
artifact = client.get_artifact('ar.1773')

# get the time series ID from a field
ts = client.get_time_series(artifact.get_definition().get_raw()['fields']['evaluation_metrics_auc'])

# get the time series values
values = ts.get_values()

Reference API doc#

dataikuapi.govern.time_series.GovernTimeSeries(...)

A handle to interact with a time series.