[ci] reduce pyspark test time (#8324)
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@ -697,13 +697,14 @@ class XgboostLocalTest(SparkTestCase):
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self.assert_model_compatible(model.stages[0], tmp_dir)
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self.assert_model_compatible(model.stages[0], tmp_dir)
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def test_classifier_with_cross_validator(self):
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def test_classifier_with_cross_validator(self):
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xgb_classifer = SparkXGBClassifier()
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xgb_classifer = SparkXGBClassifier(n_estimators=1)
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paramMaps = ParamGridBuilder().addGrid(xgb_classifer.max_depth, [1, 2]).build()
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paramMaps = ParamGridBuilder().addGrid(xgb_classifer.max_depth, [1, 2]).build()
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cvBin = CrossValidator(
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cvBin = CrossValidator(
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estimator=xgb_classifer,
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estimator=xgb_classifer,
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estimatorParamMaps=paramMaps,
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estimatorParamMaps=paramMaps,
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evaluator=BinaryClassificationEvaluator(),
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evaluator=BinaryClassificationEvaluator(),
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seed=1,
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seed=1,
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parallelism=4,
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numFolds=2,
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numFolds=2,
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)
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)
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cvBinModel = cvBin.fit(self.cls_df_train_large)
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cvBinModel = cvBin.fit(self.cls_df_train_large)
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