Generate profiles
How to generate JSON profiles in Evidently.
import pandas as pd
from sklearn import datasets
from evidently.model_profile import Profile
from evidently.model_profile.sections import DataDriftProfileSectioniris = datasets.load_iris()
iris_frame = pd.DataFrame(iris.data, columns = iris.feature_names)data_drift_profile = Profile(sections=[DataDriftProfileSection()])
data_drift_profile.calculate(reference_data, recent_data,
column_mapping=column_mapping)
data_drift_profile.json()Code examples
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