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Hey there! Discovered this stepping away from OSS Tutorial
from sklearn.datasets import fetch_california_housing from evidently.test_suite import TestSuite from evidently.test_preset import DataStabilityTestPreset from evidently.tests import * data = fetch_california_housing(as_frame=True) housing_data = data.frame housing_data.head(1) reference = housing_data.sample(n=5000, replace=False) current = housing_data.sample(n=5000, replace=False).drop(["AveOccup"], axis=1) suite = TestSuite(tests=[ DataStabilityTestPreset(), ]) suite.run(reference_data=reference, current_data=current) suite
tb:
{ "name": "AssertionError", "message": "", "stack": "--------------------------------------------------------------------------- AssertionError Traceback (most recent call last) File ~/Git/kc-mlops/testing_monitoring/.venv/lib/python3.12/site-packages/IPython/core/formatters.py:347, in BaseFormatter.__call__(self, obj) 345 method = get_real_method(obj, self.print_method) 346 if method is not None: --> 347 return method() 348 return None 349 else: File ~/Git/kc-mlops/testing_monitoring/.venv/lib/python3.12/site-packages/evidently/suite/base_suite.py:167, in Display._repr_html_(self) 166 def _repr_html_(self): --> 167 dashboard_id, dashboard_info, graphs = self._build_dashboard_info() 168 template_params = TemplateParams( 169 dashboard_id=dashboard_id, 170 dashboard_info=dashboard_info, 171 additional_graphs=graphs, 172 ) 173 return self._render(determine_template(\"auto\"), template_params) File ~/Git/kc-mlops/testing_monitoring/.venv/lib/python3.12/site-packages/evidently/test_suite/test_suite.py:212, in TestSuite._build_dashboard_info(self) 210 renderer.color_options = color_options 211 by_status[test_result.status] = by_status.get(test_result.status, 0) + 1 --> 212 html = renderer.render_html(test) 213 replace_test_widget_ids(html, generator) 214 test_results.append(html) File ~/Git/kc-mlops/testing_monitoring/.venv/lib/python3.12/site-packages/evidently/tests/data_integrity_tests.py:993, in TestColumnsTypeRenderer.render_html(self, obj) 990 info = super().render_html(obj) 992 parameters = obj.get_result().parameters --> 993 assert isinstance(parameters, ColumnTypesParameter) 994 info.details = [ 995 DetailsInfo( 996 title=\"\", (...) 1006 ), 1007 ] 1008 return info AssertionError: " }
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evidently==0.4.18
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Hey there! Discovered this stepping away from OSS Tutorial
tb:
The text was updated successfully, but these errors were encountered: