Trait

com.salesforce.op.stages

OpPipelineStageParams

Related Doc: package stages

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trait OpPipelineStageParams extends InputParams

Parameters shared across all TransmogrifAI base stages

Linear Supertypes
InputParams, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
AliasTransformer, BinaryEstimator, BinaryLambdaTransformer, BinaryMapVectorizer, BinaryMapVectorizerModel, BinaryModel, BinarySequenceEstimator, BinarySequenceLambdaTransformer, BinarySequenceModel, BinarySequenceTransformer, BinaryTransformer, BinaryVectorizer, DateListVectorizer, DateMapToUnitCircleVectorizer, DateMapToUnitCircleVectorizerModel, DateMapVectorizer, DateMapVectorizerModel, DateToUnitCircleTransformer, DecisionTreeNumericBucketizer, DecisionTreeNumericBucketizerModel, DecisionTreeNumericMapBucketizer, DecisionTreeNumericMapBucketizerModel, DropIndicesByTransformer, FeatureGeneratorStage, FillMissingWithMean, FillMissingWithMeanModel, FilterMap, GeolocationMapVectorizer, GeolocationMapVectorizerModel, GeolocationVectorizer, GeolocationVectorizerModel, IntegralMapVectorizer, IntegralMapVectorizerModel, IntegralVectorizer, IntegralVectorizerModel, IsValidPhoneDefaultCountry, IsValidPhoneMapDefaultCountry, IsValidPhoneNumber, IsotonicRegressionCalibrator, JaccardSimilarity, LangDetector, MapVectorizerFuns, MimeTypeDetector, MimeTypeMapDetector, MultiPickListMapVectorizer, MultiPickListMapVectorizerModel, NameEntityRecognizer, NumericBucketizer, OPCollectionHashingVectorizer, OPCollectionTransformer, OPMapVectorizer, OPMapVectorizerModel, OpBinaryEstimatorWrapper, OpCountVectorizer, OpDecisionTreeClassificationModel, OpDecisionTreeClassifier, OpDecisionTreeRegressionModel, OpDecisionTreeRegressor, OpEstimatorWrapper, OpGBTClassificationModel, OpGBTClassifier, OpGBTRegressionModel, OpGBTRegressor, OpGeneralizedLinearRegression, OpGeneralizedLinearRegressionModel, OpIndexToStringNoFilter, OpLDA, OpLinearRegression, OpLinearRegressionModel, OpLinearSVC, OpLinearSVCModel, OpLogisticRegression, OpLogisticRegressionModel, OpMultilayerPerceptronClassificationModel, OpMultilayerPerceptronClassifier, OpNaiveBayes, OpNaiveBayesModel, OpOneHotVectorizer, OpOneHotVectorizerModel, OpPipelineStage, OpPipelineStage1, OpPipelineStage1to2, OpPipelineStage1to3, OpPipelineStage2, OpPipelineStage2N, OpPipelineStage2to2, OpPipelineStage2to3, OpPipelineStage3, OpPipelineStage3to2, OpPipelineStage4, OpPipelineStageBase, OpPipelineStageN, OpPredictionModel, OpPredictorWrapper, OpPredictorWrapperModel, OpProbabilisticClassifierModel, OpRandomForestClassificationModel, OpRandomForestClassifier, OpRandomForestRegressionModel, OpRandomForestRegressor, OpScalarStandardScaler, OpScalarStandardScalerModel, OpSetVectorizer, OpSetVectorizerModel, OpStringIndexer, OpStringIndexerNoFilter, OpStringIndexerNoFilterModel, OpTextPivotVectorizer, OpTextPivotVectorizerModel, OpTransformer1, OpTransformer2, OpTransformer2N, OpTransformer3, OpTransformer4, OpTransformerN, OpWord2Vec, OpXGBoostClassificationModel, OpXGBoostClassifier, OpXGBoostRegressionModel, OpXGBoostRegressor, ParsePhoneDefaultCountry, ParsePhoneNumber, PercentileCalibrator, PercentileCalibratorModel, PredictionDeIndexer, PredictionDeIndexerModel, QuaternaryEstimator, QuaternaryLambdaTransformer, QuaternaryModel, QuaternaryTransformer, RealMapVectorizer, RealMapVectorizerModel, RealNNVectorizer, RealVectorizer, RealVectorizerModel, RecordInsightsCorr, RecordInsightsLOCO, SanityChecker, SanityCheckerModel, SelectedModel, SequenceEstimator, SequenceLambdaTransformer, SequenceModel, SequenceTransformer, SmartTextMapVectorizer, SmartTextMapVectorizerModel, SmartTextVectorizer, SmartTextVectorizerModel, SwBinaryEstimator, SwQuaternaryEstimator, SwSequenceEstimator, SwTernaryEstimator, SwUnaryEstimator, TernaryEstimator, TernaryLambdaTransformer, TernaryModel, TernaryTransformer, TextListNullTransformer, TextMapHashingVectorizer, TextMapHashingVectorizerModel, TextMapNullEstimator, TextMapNullModel, TextMapPivotVectorizer, TextMapPivotVectorizerModel, TextTokenizer, ToOccurTransformer, UnaryEstimator, UnaryLambdaTransformer, UnaryModel, UnaryTransformer, VectorizerDefaults, VectorsCombiner, VectorsCombinerModel
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Inherited
  1. OpPipelineStageParams
  2. InputParams
  3. Params
  4. Serializable
  5. Serializable
  6. Identifiable
  7. AnyRef
  8. Any
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Visibility
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Type Members

  1. abstract type InputFeatures

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    Input Features type

    Input Features type

    Definition Classes
    InputParams

Abstract Value Members

  1. abstract def checkInputLength(features: Array[_]): Boolean

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    Checks the input length

    Checks the input length

    features

    input features

    returns

    true is input size as expected, false otherwise

    Attributes
    protected
    Definition Classes
    InputParams
  2. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params
  3. implicit abstract def inputAsArray(in: InputFeatures): Array[OPFeature]

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    Function to convert InputFeatures to an Array of FeatureLike

    Function to convert InputFeatures to an Array of FeatureLike

    returns

    an Array of FeatureLike

    Attributes
    protected
    Definition Classes
    InputParams
  4. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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

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

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

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

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    Definition Classes
    Any
  6. final def clear(param: Param[_]): OpPipelineStageParams.this.type

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    Definition Classes
    Params
  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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

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

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

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    Definition Classes
    Params
  13. def explainParams(): String

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    Definition Classes
    Params
  14. final def extractParamMap(): ParamMap

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

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    Definition Classes
    Params
  16. def finalize(): Unit

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

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

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

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

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    Gets an input feature Note: this method IS NOT safe to use outside the driver, please use getTransientFeature method instead

    Gets an input feature Note: this method IS NOT safe to use outside the driver, please use getTransientFeature method instead

    returns

    array of features

    Definition Classes
    InputParams
    Exceptions thrown

    NoSuchElementException if the features are not set

    RuntimeException in case one of the features is null

  21. final def getInputFeatures(): Array[OPFeature]

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    Gets the input features Note: this method IS NOT safe to use outside the driver, please use getTransientFeatures method instead

    Gets the input features Note: this method IS NOT safe to use outside the driver, please use getTransientFeatures method instead

    returns

    array of features

    Definition Classes
    InputParams
    Exceptions thrown

    NoSuchElementException if the features are not set

    RuntimeException in case one of the features is null

  22. final def getInputSchema(): StructType

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  23. final def getMetadata(): Metadata

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

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

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    Definition Classes
    Params
  26. final def getTransientFeature(i: Int): Option[TransientFeature]

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    Gets an input feature at index i

    Gets an input feature at index i

    i

    input index

    returns

    maybe an input feature

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

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    Gets the input Features

    Gets the input Features

    returns

    input features

    Definition Classes
    InputParams
  28. final def hasDefault[T](param: Param[T]): Boolean

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

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    Definition Classes
    Params
  30. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  31. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  32. final def isInstanceOf[T0]: Boolean

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

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    Definition Classes
    Params
  34. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  35. final def notify(): Unit

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    Definition Classes
    AnyRef
  36. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  37. def onGetMetadata(): Unit

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    Function to be called on getMetadata

    Function to be called on getMetadata

    Attributes
    protected
  38. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  39. final def set(paramPair: ParamPair[_]): OpPipelineStageParams.this.type

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params
  44. final def setInputFeatures[S <: OPFeature](features: Array[S]): OpPipelineStageParams.this.type

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    Sets input features

    Sets input features

    S

    feature like type

    features

    array of input features

    returns

    this stage

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

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

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    Definition Classes
    AnyRef
  47. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  48. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from InputParams

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped