ImageTransformer

Instance Constructors

new ImageTransformer()
new ImageTransformer(uid: String)

uid
The id of the module

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
def BooleanParam(i: Identifiable, name: String, description: String, default: Boolean): BooleanParam

Definition Classes
Wrappable
def BooleanParam(i: Identifiable, name: String, description: String): BooleanParam

Definition Classes
Wrappable
def DoubleParam(i: Identifiable, name: String, description: String, default: Double): DoubleParam

Definition Classes
Wrappable
def DoubleParam(i: Identifiable, name: String, description: String): DoubleParam

Definition Classes
Wrappable
def IntParam(i: Identifiable, name: String, description: String, validation: (Int) ⇒ Boolean): IntParam

Definition Classes
Wrappable
def IntParam(i: Identifiable, name: String, description: String, default: Int): IntParam

Definition Classes
Wrappable
def IntParam(i: Identifiable, name: String, description: String): IntParam

Definition Classes
Wrappable
def LongParam(i: Identifiable, name: String, description: String, default: Long): LongParam

Definition Classes
Wrappable
def LongParam(i: Identifiable, name: String, description: String): LongParam

Definition Classes
Wrappable
def StringParam(i: Identifiable, name: String, description: String, default: String, domain: Seq[String]): Param[String]

Definition Classes
Wrappable
def StringParam(i: Identifiable, name: String, description: String, default: String): Param[String]

Definition Classes
Wrappable
def StringParam(i: Identifiable, name: String, description: String, validation: (String) ⇒ Boolean): Param[String]

Definition Classes
Wrappable
def StringParam(i: Identifiable, name: String, description: String): Param[String]

Definition Classes
Wrappable
final def asInstanceOf[T0]: T0

Definition Classes
Any
def blur(height: Double, width: Double): ImageTransformer.this.type
def chainedUid(origin: String): String

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

Definition Classes
Params
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
def colorFormat(format: Int): ImageTransformer.this.type
def copy(extra: ParamMap): Transformer

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

Attributes
protected
Definition Classes
Params
def crop(x: Int, y: Int, height: Int, width: Int): ImageTransformer.this.type
final def defaultCopy[T <: Params](extra: ParamMap): T

Attributes
protected
Definition Classes
Params
val emptyStages: Array[Map[String, Any]]
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] )
def flip(flipCode: Int): ImageTransformer.this.type

Flips the image
Flips the image
flipCode
is a flag to specify how to flip the image: - 0 means flipping around the x-axis (i.e. up-down) - positive value (for example, 1) means flipping around y-axis (left-right) - negative value (for example, -1) means flipping around both axes (diagonally) See OpenCV documentation for details.
def gaussianKernel(appertureSize: Int, sigma: Double): ImageTransformer.this.type
final def get[T](param: Param[T]): Option[T]

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

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

Definition Classes
Params
def getInputCol: String

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

Definition Classes
Params
def getOutputCol: String

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

Definition Classes
Params
def getStages: Array[Map[String, Any]]
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
val inputCol: Param[String]

The name of the input column
The name of the input column

Definition Classes
HasInputCol
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
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 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
val outputCol: Param[String]

The name of the output column
The name of the output column

Definition Classes
HasOutputCol
val paramDomains: Map[String, Seq[String]]

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

Definition Classes
Params
def resize(height: Int, width: Int): ImageTransformer.this.type
def save(path: String): Unit

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

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

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

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

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

Attributes
protected
Definition Classes
Params
def setInputCol(value: String): ImageTransformer.this.type

Definition Classes
HasInputCol
def setOutputCol(value: String): ImageTransformer.this.type

Definition Classes
HasOutputCol
def setStages(value: Array[Map[String, Any]]): ImageTransformer.this.type
val stageName: String
val stages: ArrayMapParam
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def threshold(threshold: Double, maxVal: Double, thresholdType: Int): ImageTransformer.this.type
def toString(): String

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

Definition Classes
ImageTransformer → 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 transformSchema(schema: StructType): StructType

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

Attributes
protected
Definition Classes
PipelineStage
Annotations
@DeveloperApi()
val uid: String

The id of the module
The id of the module

Definition Classes
ImageTransformer → 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

Inherited from MMLParams

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from Wrappable

Inherited from Transformer

Inherited from PipelineStage

Inherited from org.apache.spark.internal.Logging

Inherited from Params

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Parameters

A list of parameter keys this algorithm can take. Users can set and get the parameter values through setters and getters

Parameter setters

Parameter getters

Members

Related Docs: object ImageTransformer | package spark

class ImageTransformer extends Transformer with HasInputCol with HasOutputCol with MMLParams

Instance Constructors

new ImageTransformer()

new ImageTransformer(uid: String)

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

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

final def ==(arg0: Any): Boolean

def BooleanParam(i: Identifiable, name: String, description: String, default: Boolean): BooleanParam

def BooleanParam(i: Identifiable, name: String, description: String): BooleanParam

def DoubleParam(i: Identifiable, name: String, description: String, default: Double): DoubleParam

def DoubleParam(i: Identifiable, name: String, description: String): DoubleParam

def IntParam(i: Identifiable, name: String, description: String, validation: (Int) ⇒ Boolean): IntParam

def IntParam(i: Identifiable, name: String, description: String, default: Int): IntParam

def IntParam(i: Identifiable, name: String, description: String): IntParam

def LongParam(i: Identifiable, name: String, description: String, default: Long): LongParam

def LongParam(i: Identifiable, name: String, description: String): LongParam

def StringParam(i: Identifiable, name: String, description: String, default: String, domain: Seq[String]): Param[String]

def StringParam(i: Identifiable, name: String, description: String, default: String): Param[String]

def StringParam(i: Identifiable, name: String, description: String, validation: (String) ⇒ Boolean): Param[String]

def StringParam(i: Identifiable, name: String, description: String): Param[String]

final def asInstanceOf[T0]: T0

def blur(height: Double, width: Double): ImageTransformer.this.type

def chainedUid(origin: String): String

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

def clone(): AnyRef

def colorFormat(format: Int): ImageTransformer.this.type

def copy(extra: ParamMap): Transformer

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

def crop(x: Int, y: Int, height: Int, width: Int): ImageTransformer.this.type

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

val emptyStages: Array[Map[String, Any]]

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

def flip(flipCode: Int): ImageTransformer.this.type

def gaussianKernel(appertureSize: Int, sigma: Double): ImageTransformer.this.type

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

final def getClass(): Class[_]

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

def getInputCol: String

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

def getOutputCol: String

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

def getStages: Array[Map[String, Any]]

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

val inputCol: Param[String]

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

final def isInstanceOf[T0]: Boolean

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

def isTraceEnabled(): Boolean

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 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

val outputCol: Param[String]

val paramDomains: Map[String, Seq[String]]

lazy val params: Array[Param[_]]