TextLenTransformer

Instance Constructors

new TextLenTransformer(uid: String = UID[TextLenTransformer[_]])(implicit tti: scala.reflect.api.JavaUniverse.TypeTag[T], ttiv: scala.reflect.api.JavaUniverse.TypeTag[Seq[String]])

Type Members

final type InputFeatures = Array[FeatureLike[T]]

Definition Classes
OpPipelineStageN → OpPipelineStage → InputParams
type KeyValue = (String) ⇒ Any

Definition Classes
OpTransformer
final type OutputFeatures = FeatureLike[OPVector]

Definition Classes
OpPipelineStage → OpPipelineStageBase

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 autoDetectLanguage: BooleanParam

Indicates whether to attempt language detection.
Indicates whether to attempt language detection.

Definition Classes
LanguageDetectionParams
final val autoDetectThreshold: DoubleParam

Language detection threshold.
Language detection threshold. If none of the detected languages have confidence greater than the threshold then defaultLanguage is used.

Definition Classes
LanguageDetectionParams
implicit def booleanToDouble(v: Boolean): Double

Definition Classes
VectorizerDefaults
final def checkInputLength(features: Array[_]): Boolean

Definition Classes
OpPipelineStageN → InputParams
final def checkSerializable: Try[Unit]

Definition Classes
OpTransformerN → OpPipelineStageBase
final val cleanText: BooleanParam

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

Definition Classes
Params
def clone(): AnyRef

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

Definition Classes
OpPipelineStageBase → 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 val defaultLanguage: Param[String]

Default language to assume in case autoDetectLanguage is disabled or failed to make a good enough prediction.
Default language to assume in case autoDetectLanguage is disabled or failed to make a good enough prediction.

Definition Classes
LanguageDetectionParams
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 getAutoDetectLanguage: Boolean

Definition Classes
LanguageDetectionParams
def getAutoDetectThreshold: Double

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

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

Definition Classes
Params
def getDefaultLanguage: Language

Definition Classes
LanguageDetectionParams
final def getInputFeature[T <: FeatureType](i: Int): Option[FeatureLike[T]]

Definition Classes
InputParams
final def getInputFeatures(): Array[OPFeature]

Definition Classes
InputParams
final def getInputSchema(): StructType

Definition Classes
OpPipelineStageParams
final def getMetadata(): Metadata

Definition Classes
OpPipelineStageParams
def getMinTokenLength: Int

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

Definition Classes
Params
def getOutput(): FeatureLike[OPVector]

Definition Classes
HasOut → OpPipelineStageBase
final def getOutputFeatureName: String

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

Definition Classes
Params
def getStripHtml: Boolean

Definition Classes
TextTokenizerParams
def getToLowercase: Boolean

Definition Classes
TextMatchingParams
final def getTransientFeature(i: Int): Option[TransientFeature]

Definition Classes
InputParams
final def getTransientFeatures(): Array[TransientFeature]

Definition Classes
InputParams
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
final def inN: Array[TransientFeature]

Attributes
protected
Definition Classes
HasInN
def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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

Attributes
protected
Definition Classes
Logging
final def inputAsArray(in: InputFeatures): Array[OPFeature]

Definition Classes
OpPipelineStageN → InputParams
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 val minTokenLength: IntParam

Minimum token length, >= 1.
Minimum token length, >= 1.

Definition Classes
TextTokenizerParams
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
def onGetMetadata(): Unit

Definition Classes
TextLenTransformer → OpPipelineStageParams
def onSetInput(): Unit

Definition Classes
VectorizerDefaults → InputParams
val operationName: String

Definition Classes
SequenceTransformer → OpPipelineStageBase
final def outputAsArray(out: OutputFeatures): Array[OPFeature]

Definition Classes
OpPipelineStage → OpPipelineStageBase
def outputFeatureUid: String

Attributes
protected[com.salesforce.op]
Definition Classes
OpPipelineStageN → OpPipelineStage
def outputIsResponse: Boolean

Definition Classes
OpPipelineStage
def outputVectorMeta: OpVectorMetadata

Get the metadata describing the output vector
Get the metadata describing the output vector
This does not trigger onGetMetadata()
returns
Metadata of output vector

Attributes
protected
Definition Classes
VectorizerDefaults
lazy val params: Array[Param[_]]

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

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

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

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

Definition Classes
Params
def setAutoDetectLanguage(value: Boolean): TextLenTransformer.this.type

Definition Classes
LanguageDetectionParams
def setAutoDetectThreshold(value: Double): TextLenTransformer.this.type

Definition Classes
LanguageDetectionParams
def setCleanText(clean: Boolean): TextLenTransformer.this.type

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

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

Attributes
protected
Definition Classes
Params
def setDefaultLanguage(value: Language): TextLenTransformer.this.type

Definition Classes
LanguageDetectionParams
final def setInput(features: FeatureLike[T]*): TextLenTransformer.this.type

Definition Classes
OpPipelineStageN
final def setInput(features: InputFeatures): TextLenTransformer.this.type

Definition Classes
OpPipelineStageBase
final def setInputFeatures[S <: OPFeature](features: Array[S]): TextLenTransformer.this.type

Attributes
protected
Definition Classes
InputParams
final def setMetadata(m: Metadata): TextLenTransformer.this.type

Definition Classes
OpPipelineStageParams
def setMinTokenLength(value: Int): TextLenTransformer.this.type

Definition Classes
TextTokenizerParams
def setOutputFeatureName(name: String): TextLenTransformer.this.type

Definition Classes
OpPipelineStage
def setStripHtml(value: Boolean): TextLenTransformer.this.type

Definition Classes
TextTokenizerParams
def setToLowercase(value: Boolean): TextLenTransformer.this.type

Definition Classes
TextMatchingParams
final def stageName: String

Definition Classes
OpPipelineStageBase
final val stripHtml: BooleanParam

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

Definition Classes
AnyRef
final val toLowercase: BooleanParam

Indicates whether to convert all characters to lowercase before string operation.
Indicates whether to convert all characters to lowercase before string operation.

Definition Classes
TextMatchingParams
def toString(): String

Definition Classes
Identifiable → AnyRef → Any
def tokenize(text: Text, languageDetector: LanguageDetector = TextTokenizer.LanguageDetector, analyzer: TextAnalyzer = ...): TextTokenizerResult

Definition Classes
TextTokenizerParams
def transform(dataset: Dataset[_]): DataFrame

Definition Classes
OpTransformerN → 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 transformFn: (Seq[T]) ⇒ OPVector

Definition Classes
TextLenTransformer → OpTransformerN
lazy val transformKeyValue: (KeyValue) ⇒ Any

Definition Classes
OpTransformerN → OpTransformer
def transformMap: (Map[String, Any]) ⇒ Any

Definition Classes
OpTransformer
def transformRow: (Row) ⇒ Any

Definition Classes
OpTransformer
final def transformSchema(schema: StructType): StructType

Definition Classes
OpPipelineStageBase
def transformSchema(schema: StructType, logging: Boolean): StructType

Attributes
protected
Definition Classes
PipelineStage
Annotations
@DeveloperApi()
implicit val tti: scala.reflect.api.JavaUniverse.TypeTag[T]

Definition Classes
SequenceTransformer → OpTransformerN
implicit val ttiv: scala.reflect.api.JavaUniverse.TypeTag[Seq[String]]
implicit val tto: scala.reflect.api.JavaUniverse.TypeTag[OPVector]

Definition Classes
SequenceTransformer → HasOut
implicit val ttov: scala.reflect.api.JavaUniverse.TypeTag[Value]

Definition Classes
SequenceTransformer → HasOut
val uid: String

Definition Classes
SequenceTransformer → Identifiable
def vectorMetadataFromInputFeatures: OpVectorMetadata

Compute the output vector metadata only from the input features.
Compute the output vector metadata only from the input features. Vectorizers use this to derive the full vector, including pivot columns or indicator features.
returns
Vector metadata from input features

Attributes
protected
Definition Classes
VectorizerDefaults
def vectorMetadataWithNullIndicators: OpVectorMetadata

Attributes
protected
Definition Classes
VectorizerDefaults
def vectorOutputName: String

Get the name of the output vector
Get the name of the output vector
returns
Output vector name as a string

Attributes
protected
Definition Classes
VectorizerDefaults
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( ... )
final def write: MLWriter

Definition Classes
OpPipelineStageBase → MLWritable

Related Doc: package feature

class TextLenTransformer[T <: TextList] extends SequenceTransformer[T, OPVector] with VectorizerDefaults with TextTokenizerParams with TextParams

Instance Constructors

new TextLenTransformer(uid: String = UID[TextLenTransformer[_]])(implicit tti: scala.reflect.api.JavaUniverse.TypeTag[T], ttiv: scala.reflect.api.JavaUniverse.TypeTag[Seq[String]])

Type Members

final type InputFeatures = Array[FeatureLike[T]]

type KeyValue = (String) ⇒ Any

final type OutputFeatures = FeatureLike[OPVector]

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 autoDetectLanguage: BooleanParam

final val autoDetectThreshold: DoubleParam

implicit def booleanToDouble(v: Boolean): Double

final def checkInputLength(features: Array[_]): Boolean

final def checkSerializable: Try[Unit]

final val cleanText: BooleanParam

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

def clone(): AnyRef

final def copy(extra: ParamMap): TextLenTransformer.this.type

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

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

final val defaultLanguage: Param[String]

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 getAutoDetectLanguage: Boolean

def getAutoDetectThreshold: Double

final def getClass(): Class[_]

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

def getDefaultLanguage: Language

final def getInputFeature[T <: FeatureType](i: Int): Option[FeatureLike[T]]

final def getInputFeatures(): Array[OPFeature]

final def getInputSchema(): StructType

final def getMetadata(): Metadata

def getMinTokenLength: Int

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

def getOutput(): FeatureLike[OPVector]

final def getOutputFeatureName: String

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

def getStripHtml: Boolean

def getToLowercase: Boolean

final def getTransientFeature(i: Int): Option[TransientFeature]

final def getTransientFeatures(): Array[TransientFeature]

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

def hasParam(paramName: String): Boolean

def hashCode(): Int

final def inN: Array[TransientFeature]

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

def initializeLogIfNecessary(isInterpreter: Boolean): Unit

final def inputAsArray(in: InputFeatures): Array[OPFeature]

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 val minTokenLength: IntParam

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit