Copying / saving Checks and metrics
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manssari
Partner, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Adv Designer, Registered Posts: 7 Partner
Hello,
Is there any way to copy checks and metrics from one data set to another?
Is it possible to save a custom code check as a plugin ?
Operating system used: Centos 7
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Best Answer
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Miguel Angel Dataiker, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Adv Designer, Registered Posts: 118 DataikerOptionsHi,
Using the Python API you can copy the metrics/checks metadata from a dataset:
import dataiku
client=dataiku.api_client()
project=client.get_project(dataiku.default_project_key())
sourcedataset=project.get_dataset("<source dataset name>")
wantedmetrics=sourcedataset.get_settings().get_raw()["metrics"]
wantedchecks=sourcedataset.get_settings().get_raw()["metricsChecks"]
And apply them to any other dataset in the node. For example, to apply them to a dataset in the same project:
targetdataset=project.get_dataset("<target dataset name>")
datasetsettings=targetdataset.get_definition()
datasetsettings["metrics"]=wantedmetrics
datasetsettings["metricsChecks"]=wantedchecks
targetdataset.set_definition(datasetsettings)
Regadring plugins, in the plugin components you can see two components to develop metrics and checks probes:
Answers
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manssari Partner, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Adv Designer, Registered Posts: 7 PartnerOptions
Thank you Miguel !