contamination for x_vlid

Author: ahosler

ads/opctl/operator/lowcode/anomaly/model/automlx.py

@@ -33,10 +33,16 @@ def _build_model(self) -> pd.DataFrame:
             est = automl.Pipeline(task="anomaly_detection", **self.spec.model_kwargs)
             est.fit(
                 X=df,
-                X_valid=self.X_valid_dict[target] if self.X_valid_dict is not None else None,
-                y_valid=self.y_valid_dict[target] if self.y_valid_dict is not None else None,
+                X_valid=self.X_valid_dict[target]
+                if self.X_valid_dict is not None
+                else None,
+                y_valid=self.y_valid_dict[target]
+                if self.y_valid_dict is not None
+                else None,
                 time_budget=time_budget,
-                contamination=self.spec.contamination,
+                contamination=self.spec.contamination
+                if self.y_valid_dict is not None
+                else None,
             )
             y_pred = est.predict(df)
             scores = est.predict_proba(df)