InteractionTransformer

Instance Constructors

new InteractionTransformer()
new InteractionTransformer(uid: String)

uid
Stage Identifier

Value Members

final def !=(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def ##(): Int

Definition Classes
AnyRef → Any
final def $[T](param: Param[T]): T

Attributes
protected
Definition Classes
Params
final def ==(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def asInstanceOf[T0]: T0

Definition Classes
Any
final val automlInternalId: Param[String]

Definition Classes
HasAutoMlIdColumn
final def clear(param: Param[_]): InteractionTransformer.this.type

Definition Classes
Params
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
def copy(extra: ParamMap): InteractionTransformer

Definition Classes
InteractionTransformer → Transformer → PipelineStage → Params
def copyValues[T <: Params](to: T, extra: ParamMap): T

Attributes
protected
Definition Classes
Params
final def defaultCopy[T <: Params](extra: ParamMap): T

Attributes
protected
Definition Classes
Params
final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def equals(arg0: Any): Boolean

Definition Classes
AnyRef → Any
def explainParam(param: Param[_]): String

Definition Classes
Params
def explainParams(): String

Definition Classes
Params
final def extractParamMap(): ParamMap

Definition Classes
Params
final def extractParamMap(extra: ParamMap): ParamMap

Definition Classes
Params
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
final def get[T](param: Param[T]): Option[T]

Definition Classes
Params
def getAutomlInternalId: String

Definition Classes
HasAutoMlIdColumn
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def getDebugEnabled: Boolean

Definition Classes
HasDebug
final def getDefault[T](param: Param[T]): Option[T]

Definition Classes
Params
def getInteractionColumns: Array[(String, String)]

Definition Classes
HasInteractionColumns
def getLeftColumns: Array[String]

Definition Classes
HasInteractionColumns
final def getOrDefault[T](param: Param[T]): T

Definition Classes
Params
def getParam(paramName: String): Param[Any]

Definition Classes
Params
def getPipelineId: String

Definition Classes
HasPipelineId
def getRightColumns: Array[String]

Definition Classes
HasInteractionColumns
final def hasDefault[T](param: Param[T]): Boolean

Definition Classes
Params
def hasParam(paramName: String): Boolean

Definition Classes
Params
def hashCode(): Int

Definition Classes
AnyRef → Any
def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

Attributes
protected
Definition Classes
Logging
def initializeLogIfNecessary(isInterpreter: Boolean): Unit

Attributes
protected
Definition Classes
Logging
final val isDebugEnabled: BooleanParam

Definition Classes
HasDebug
final def isDefined(param: Param[_]): Boolean

Definition Classes
Params
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
final def isSet(param: Param[_]): Boolean

Definition Classes
Params
def isTraceEnabled(): Boolean

Attributes
protected
Definition Classes
Logging
final val leftColumns: StringArrayParam

Definition Classes
HasInteractionColumns
def log: Logger

Attributes
protected
Definition Classes
Logging
def logDebug(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logDebug(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logError(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logError(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logInfo(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logInfo(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logName: String

Attributes
protected
Definition Classes
Logging
def logTrace(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logTrace(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
def logTransformation(inputDataset: Dataset[_], outputDataset: Dataset[_], stageExecutionTime: Long): Unit

Definition Classes
HasDebug
def logWarning(msg: ⇒ String, throwable: Throwable): Unit

Attributes
protected
Definition Classes
Logging
def logWarning(msg: ⇒ String): Unit

Attributes
protected
Definition Classes
Logging
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
lazy val params: Array[Param[_]]

Definition Classes
Params
final val pipelineId: Param[String]

Definition Classes
HasPipelineId
final val rightColumns: StringArrayParam

Definition Classes
HasInteractionColumns
def save(path: String): Unit

Definition Classes
MLWritable
Annotations
@Since( "1.6.0" ) @throws( ... )
final def set(paramPair: ParamPair[_]): InteractionTransformer.this.type

Attributes
protected
Definition Classes
Params
final def set(param: String, value: Any): InteractionTransformer.this.type

Attributes
protected
Definition Classes
Params
final def set[T](param: Param[T], value: T): InteractionTransformer.this.type

Definition Classes
Params
def setAutomlInternalId(value: String): InteractionTransformer.this.type

Definition Classes
HasAutoMlIdColumn
def setDebugEnabled(value: Boolean): InteractionTransformer.this.type

Definition Classes
HasDebug
final def setDefault(paramPairs: ParamPair[_]*): InteractionTransformer.this.type

Attributes
protected
Definition Classes
Params
final def setDefault[T](param: Param[T], value: T): InteractionTransformer.this.type

Attributes
protected
Definition Classes
Params
def setLeftCols(value: Array[String]): InteractionTransformer.this.type
def setLeftColumns(value: Array[String]): InteractionTransformer.this.type

Definition Classes
HasInteractionColumns
def setPipelineId(value: String): InteractionTransformer.this.type

Definition Classes
HasPipelineId
def setRightCols(value: Array[String]): InteractionTransformer.this.type
def setRightColumns(value: Array[String]): InteractionTransformer.this.type

Definition Classes
HasInteractionColumns
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
Identifiable → AnyRef → Any
final def transform(dataset: Dataset[_]): DataFrame

Final overridden method that cannot be modified by AutoML transformers
Final overridden method that cannot be modified by AutoML transformers
returns
Transformed DataFrame DataFrame

Definition Classes
AbstractTransformer → Transformer
def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

Definition Classes
Transformer
Annotations
@Since( "2.0.0" )
def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

Definition Classes
Transformer
Annotations
@Since( "2.0.0" ) @varargs()
def transformInternal(dataset: Dataset[_]): DataFrame

Abstract Method to be implemented by all AutoML transformers
Abstract Method to be implemented by all AutoML transformers
returns
transformed output DataFrame

Definition Classes
InteractionTransformer → AbstractTransformer
final def transformSchema(schema: StructType): StructType

Final overridden method that cannot be modified by AutoML transformers
Final overridden method that cannot be modified by AutoML transformers
returns
Transformed Schema StructType

Definition Classes
AbstractTransformer → PipelineStage
def transformSchema(schema: StructType, logging: Boolean): StructType

Attributes
protected
Definition Classes
PipelineStage
Annotations
@DeveloperApi()
def transformSchemaInternal(schema: StructType): StructType

Abstract Method to be implemented by all AutoML transformers
Abstract Method to be implemented by all AutoML transformers
returns
schema of new output DataFrame StructType

Definition Classes
InteractionTransformer → AbstractTransformer
val uid: String

Stage Identifier
Stage Identifier

Definition Classes
InteractionTransformer → Identifiable
final def wait(): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long, arg1: Int): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
def write: MLWriter

Definition Classes
DefaultParamsWritable → MLWritable

Related Docs: object InteractionTransformer | package pipeline

class InteractionTransformer extends AbstractTransformer with DefaultParamsWritable with HasInteractionColumns

Instance Constructors

new InteractionTransformer()

new InteractionTransformer(uid: String)

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def $[T](param: Param[T]): T

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

final val automlInternalId: Param[String]

final def clear(param: Param[_]): InteractionTransformer.this.type

def clone(): AnyRef

def copy(extra: ParamMap): InteractionTransformer

def copyValues[T <: Params](to: T, extra: ParamMap): T

final def defaultCopy[T <: Params](extra: ParamMap): T

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def explainParam(param: Param[_]): String

def explainParams(): String

final def extractParamMap(): ParamMap

final def extractParamMap(extra: ParamMap): ParamMap

def finalize(): Unit

final def get[T](param: Param[T]): Option[T]

def getAutomlInternalId: String

final def getClass(): Class[_]

def getDebugEnabled: Boolean

final def getDefault[T](param: Param[T]): Option[T]

def getInteractionColumns: Array[(String, String)]

def getLeftColumns: Array[String]

final def getOrDefault[T](param: Param[T]): T

def getParam(paramName: String): Param[Any]

def getPipelineId: String

def getRightColumns: Array[String]

final def hasDefault[T](param: Param[T]): Boolean

def hasParam(paramName: String): Boolean

def hashCode(): Int

def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

def initializeLogIfNecessary(isInterpreter: Boolean): Unit

final val isDebugEnabled: BooleanParam

final def isDefined(param: Param[_]): Boolean

final def isInstanceOf[T0]: Boolean

final def isSet(param: Param[_]): Boolean

def isTraceEnabled(): Boolean

final val leftColumns: StringArrayParam

def log: Logger

def logDebug(msg: ⇒ String, throwable: Throwable): Unit

def logDebug(msg: ⇒ String): Unit

def logError(msg: ⇒ String, throwable: Throwable): Unit

def logError(msg: ⇒ String): Unit

def logInfo(msg: ⇒ String, throwable: Throwable): Unit

def logInfo(msg: ⇒ String): Unit

def logName: String

def logTrace(msg: ⇒ String, throwable: Throwable): Unit

def logTrace(msg: ⇒ String): Unit

def logTransformation(inputDataset: Dataset[_], outputDataset: Dataset[_], stageExecutionTime: Long): Unit

def logWarning(msg: ⇒ String, throwable: Throwable): Unit

def logWarning(msg: ⇒ String): Unit

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

lazy val params: Array[Param[_]]

final val pipelineId: Param[String]

final val rightColumns: StringArrayParam

def save(path: String): Unit

final def set(paramPair: ParamPair[_]): InteractionTransformer.this.type

final def set(param: String, value: Any): InteractionTransformer.this.type

final def set[T](param: Param[T], value: T): InteractionTransformer.this.type

def setAutomlInternalId(value: String): InteractionTransformer.this.type

def setDebugEnabled(value: Boolean): InteractionTransformer.this.type

final def setDefault(paramPairs: ParamPair[_]*): InteractionTransformer.this.type

final def setDefault[T](param: Param[T], value: T): InteractionTransformer.this.type

def setLeftCols(value: Array[String]): InteractionTransformer.this.type

def setLeftColumns(value: Array[String]): InteractionTransformer.this.type

def setPipelineId(value: String): InteractionTransformer.this.type

def setRightCols(value: Array[String]): InteractionTransformer.this.type

def setRightColumns(value: Array[String]): InteractionTransformer.this.type

final def synchronized[T0](arg0: ⇒ T0): T0