ml.combust.mleap.runtime.transformer

Transformer

trait Transformer extends AutoCloseable

Trait for implementing an MLeap transformer.

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

  1. abstract val model: Model

    Model for this transformer

  2. abstract val shape: NodeShape

    Shape of inputs/outputs

  3. abstract def transform[TB <: TransformBuilder[TB]](builder: TB): Try[TB]

    Transform a builder using this MLeap transformer.

    Transform a builder using this MLeap transformer.

    TB

    underlying class of builder

    builder

    builder to transform

    returns

    try new builder with transformation applied

  4. abstract val uid: String

    Unique identifier for this transformer.

Concrete Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  5. final def ==(arg0: Any): Boolean

    Definition Classes
    Any

  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  7. def clone(): AnyRef

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

  8. def close(): Unit

    Definition Classes
    Transformer → AutoCloseable

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

    Definition Classes
    AnyRef

  10. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  11. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  13. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  14. def inputSchema: StructType

    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

  15. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  17. final def notify(): Unit

    Definition Classes
    AnyRef

  18. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  19. def outputSchema: StructType

    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

  20. def schema: StructType

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

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

    returns

    full schema of this transformer

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

    Definition Classes
    AnyRef

  22. def toString(): String

    Definition Classes
    AnyRef → Any

  23. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from AutoCloseable

Inherited from AnyRef

Inherited from Any

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