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[SPARK-14971] [ML] [PySpark] PySpark ML Params setter code clean up #12749

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[SPARK-14971] [ML] [PySpark] PySpark ML Params setter code clean up #12749

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08a02bf
PySpark ML Params setter code clean up
yanboliang Apr 28, 2016
5464344
fix issues in recommendation.py
yanboliang May 3, 2016
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21 changes: 7 additions & 14 deletions python/pyspark/ml/classification.py
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Original file line number Diff line number Diff line change
Expand Up @@ -464,8 +464,7 @@ def setImpurity(self, value):
"""
Sets the value of :py:attr:`impurity`.
"""
self._set(impurity=value)
return self
return self._set(impurity=value)

@since("1.6.0")
def getImpurity(self):
Expand Down Expand Up @@ -826,8 +825,7 @@ def setLossType(self, value):
"""
Sets the value of :py:attr:`lossType`.
"""
self._set(lossType=value)
return self
return self._set(lossType=value)

@since("1.4.0")
def getLossType(self):
Expand Down Expand Up @@ -956,8 +954,7 @@ def setSmoothing(self, value):
"""
Sets the value of :py:attr:`smoothing`.
"""
self._set(smoothing=value)
return self
return self._set(smoothing=value)

@since("1.5.0")
def getSmoothing(self):
Expand All @@ -971,8 +968,7 @@ def setModelType(self, value):
"""
Sets the value of :py:attr:`modelType`.
"""
self._set(modelType=value)
return self
return self._set(modelType=value)

@since("1.5.0")
def getModelType(self):
Expand Down Expand Up @@ -1098,8 +1094,7 @@ def setLayers(self, value):
"""
Sets the value of :py:attr:`layers`.
"""
self._set(layers=value)
return self
return self._set(layers=value)

@since("1.6.0")
def getLayers(self):
Expand All @@ -1113,8 +1108,7 @@ def setBlockSize(self, value):
"""
Sets the value of :py:attr:`blockSize`.
"""
self._set(blockSize=value)
return self
return self._set(blockSize=value)

@since("1.6.0")
def getBlockSize(self):
Expand Down Expand Up @@ -1162,8 +1156,7 @@ def setClassifier(self, value):

.. note:: Only LogisticRegression and NaiveBayes are supported now.
"""
self._set(classifier=value)
return self
return self._set(classifier=value)

@since("2.0.0")
def getClassifier(self):
Expand Down
18 changes: 6 additions & 12 deletions python/pyspark/ml/clustering.py
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Original file line number Diff line number Diff line change
Expand Up @@ -156,8 +156,7 @@ def setK(self, value):
"""
Sets the value of :py:attr:`k`.
"""
self._set(k=value)
return self
return self._set(k=value)

@since("2.0.0")
def getK(self):
Expand Down Expand Up @@ -272,8 +271,7 @@ def setK(self, value):
"""
Sets the value of :py:attr:`k`.
"""
self._set(k=value)
return self
return self._set(k=value)

@since("1.5.0")
def getK(self):
Expand All @@ -287,8 +285,7 @@ def setInitMode(self, value):
"""
Sets the value of :py:attr:`initMode`.
"""
self._set(initMode=value)
return self
return self._set(initMode=value)

@since("1.5.0")
def getInitMode(self):
Expand All @@ -302,8 +299,7 @@ def setInitSteps(self, value):
"""
Sets the value of :py:attr:`initSteps`.
"""
self._set(initSteps=value)
return self
return self._set(initSteps=value)

@since("1.5.0")
def getInitSteps(self):
Expand Down Expand Up @@ -422,8 +418,7 @@ def setK(self, value):
"""
Sets the value of :py:attr:`k`.
"""
self._set(k=value)
return self
return self._set(k=value)

@since("2.0.0")
def getK(self):
Expand All @@ -437,8 +432,7 @@ def setMinDivisibleClusterSize(self, value):
"""
Sets the value of :py:attr:`minDivisibleClusterSize`.
"""
self._set(minDivisibleClusterSize=value)
return self
return self._set(minDivisibleClusterSize=value)

@since("2.0.0")
def getMinDivisibleClusterSize(self):
Expand Down
9 changes: 3 additions & 6 deletions python/pyspark/ml/evaluation.py
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Original file line number Diff line number Diff line change
Expand Up @@ -147,8 +147,7 @@ def setMetricName(self, value):
"""
Sets the value of :py:attr:`metricName`.
"""
self._set(metricName=value)
return self
return self._set(metricName=value)

@since("1.4.0")
def getMetricName(self):
Expand Down Expand Up @@ -217,8 +216,7 @@ def setMetricName(self, value):
"""
Sets the value of :py:attr:`metricName`.
"""
self._set(metricName=value)
return self
return self._set(metricName=value)

@since("1.4.0")
def getMetricName(self):
Expand Down Expand Up @@ -284,8 +282,7 @@ def setMetricName(self, value):
"""
Sets the value of :py:attr:`metricName`.
"""
self._set(metricName=value)
return self
return self._set(metricName=value)

@since("1.5.0")
def getMetricName(self):
Expand Down
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