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Original file line number Diff line number Diff line change
Expand Up @@ -31,7 +31,7 @@ import org.apache.spark.sql.types.StructType
* Params for [[QuantileDiscretizer]].
*/
private[feature] trait QuantileDiscretizerBase extends Params
with HasHandleInvalid with HasInputCol with HasOutputCol {
with HasHandleInvalid with HasInputCol with HasOutputCol with HasInputCols with HasOutputCols {

/**
* Number of buckets (quantiles, or categories) into which data points are grouped. Must
Expand Down Expand Up @@ -129,8 +129,7 @@ private[feature] trait QuantileDiscretizerBase extends Params
*/
@Since("1.6.0")
final class QuantileDiscretizer @Since("1.6.0") (@Since("1.6.0") override val uid: String)
extends Estimator[Bucketizer] with QuantileDiscretizerBase with DefaultParamsWritable
with HasInputCols with HasOutputCols {
extends Estimator[Bucketizer] with QuantileDiscretizerBase with DefaultParamsWritable {

@Since("1.6.0")
def this() = this(Identifiable.randomUID("quantileDiscretizer"))
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12 changes: 12 additions & 0 deletions python/pyspark/ml/base.py
Original file line number Diff line number Diff line change
Expand Up @@ -194,6 +194,18 @@ class UnaryTransformer(HasInputCol, HasOutputCol, Transformer):
.. versionadded:: 2.3.0
"""

def setInputCol(self, value):
"""
Sets the value of :py:attr:`inputCol`.
"""
return self._set(inputCol=value)

def setOutputCol(self, value):
"""
Sets the value of :py:attr:`outputCol`.
"""
return self._set(outputCol=value)

@abstractmethod
def createTransformFunc(self):
"""
Expand Down
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