Trait/Object

ml.combust.mleap.runtime.frame

Transformer

Related Docs: object Transformer | package frame

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trait Transformer extends AutoCloseable

Trait for implementing an MLeap transformer.

Linear Supertypes
AutoCloseable, AnyRef, Any
Known Subclasses
AFTSurvivalRegression, ALS, BaseTransformer, Binarizer, BisectingKMeans, BucketedRandomProjectionLSH, Bucketizer, CategoricalDrilldown, ChiSqSelector, Coalesce, CountVectorizer, DCT, DecisionTreeClassifier, DecisionTreeRegression, ElementwiseProduct, FeatureHasher, GBTClassifier, GBTRegression, GaussianMixture, GeneralizedLinearRegression, HashingTermFrequency, IDF, Imputer, Interaction, IsotonicRegression, KMeans, LDA, LinearRegression, LinearSVC, LogisticRegression, MathBinary, MathUnary, MaxAbsScaler, MinHashLSH, MinMaxScaler, MultiLayerPerceptronClassifier, MultiTransformer, MultinomialLabeler, NGram, NaiveBayesClassifier, Normalizer, OneHotEncoder, OneVsRest, Pca, Pipeline, PolynomialExpansion, PolynomialFeatures, RandomForestClassifier, RandomForestRegression, RegexIndexer, RegexTokenizer, ReverseStringIndexer, SimpleTransformer, StandardScaler, StopWordsRemover, StringIndexer, StringMap, SupportVectorMachine, Tokenizer, VectorAssembler, VectorIndexer, VectorSlicer, WordLengthFilter, WordToVector
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Inherited
  1. Transformer
  2. AutoCloseable
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Visibility
  1. Public
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Abstract Value Members

  1. abstract val model: Model

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    Model for this transformer

  2. abstract val shape: NodeShape

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    Shape of inputs/outputs

  3. abstract def transform[FB <: FrameBuilder[FB]](builder: FB): Try[FB]

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    Transform a builder using this MLeap transformer.

    Transform a builder using this MLeap transformer.

    FB

    underlying class of builder

    builder

    builder to transform

    returns

    try new builder with transformation applied

  4. abstract val uid: String

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    Unique identifier for this transformer.

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 ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  6. def close(): Unit

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    Definition Classes
    Transformer → AutoCloseable

  7. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  8. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  9. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  10. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  11. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  12. def inputSchema: StructType

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    Get the input schema of this transformer.

    Get the input schema of this transformer.

    The input schema is the recommended values to pass in to this transformer.

    returns

    input schema

  13. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  14. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  15. final def notify(): Unit

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    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  17. def outputSchema: StructType

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    Get the output schema of this transformer.

    Get the output schema of this transformer.

    The outputs schema is the actual output datatype(s) of this transformer that will be produced.

    returns

    output schema

  18. def schema: StructType

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    Get the full schema of this transformer (inputs ++ outputs).

    Get the full schema of this transformer (inputs ++ outputs).

    returns

    full schema of this transformer

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

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    Definition Classes
    AnyRef

  20. def toString(): String

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    Definition Classes
    AnyRef → Any

  21. def transformAsync[FB <: FrameBuilder[FB]](builder: FB)(implicit ec: ExecutionContext): Future[FB]

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    Transform a builder using this MLeap transformer.

    Transform a builder using this MLeap transformer.

    FB

    underlying class of builder

    builder

    builder to transform

    ec

    execution context to run operation on

    returns

    try new builder with transformation applied

  22. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  23. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  24. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from AutoCloseable

Inherited from AnyRef

Inherited from Any

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