Fixed tests for Python 3.11

DataResponsibly · Sep 14, 2024 · e043c38 · e043c38
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Showing 3 changed files with 3 additions and 40 deletions.
diff --git a/...aset_20k/python_3_11/Metrics_law_school_DecisionTreeClassifier_50_Estimators_20240913.csv b/...aset_20k/python_3_11/Metrics_law_school_DecisionTreeClassifier_50_Estimators_20240913.csv
diff --git a/..._20k/python_3_11/Metrics_law_school_LogisticRegression_50_Estimators_202409013_220132.csv b/..._20k/python_3_11/Metrics_law_school_LogisticRegression_50_Estimators_202409013_220132.csv
diff --git a/tests/user_interfaces/test_multiple_models_api.py b/tests/user_interfaces/test_multiple_models_api.py
@@ -99,5 +99,6 @@ def test_compute_metrics_with_config_should_equal_prev_release_results(law_schoo
     metrics_dct['LogisticRegression'] = metrics_dct['LogisticRegression'].drop('Runtime_in_Mins', axis=1)
     metrics_dct['DecisionTreeClassifier'] = metrics_dct['DecisionTreeClassifier'].drop('Runtime_in_Mins', axis=1)
 
-    assert compare_metric_dfs_with_tolerance(expected_metrics_dct['LogisticRegression'], metrics_dct['LogisticRegression'])
-    assert compare_metric_dfs_with_tolerance(expected_metrics_dct['DecisionTreeClassifier'], metrics_dct['DecisionTreeClassifier'])
+    tolerance = 1e-4 if sys.version_info.major == 3 and sys.version_info.minor == 11 else 1e-6
+    assert compare_metric_dfs_with_tolerance(expected_metrics_dct['LogisticRegression'], metrics_dct['LogisticRegression'], tolerance)
+    assert compare_metric_dfs_with_tolerance(expected_metrics_dct['DecisionTreeClassifier'], metrics_dct['DecisionTreeClassifier'], tolerance)