Trait

ml.combust.mleap.runtime.frame

BaseTransformer

Related Doc: package frame

Permalink

trait BaseTransformer extends Transformer

Linear Supertypes
Transformer, AutoCloseable, AnyRef, Any
Known Subclasses
AFTSurvivalRegression, ALS, Binarizer, BisectingKMeans, BucketedRandomProjectionLSH, Bucketizer, ChiSqSelector, CountVectorizer, DCT, DecisionTreeClassifier, DecisionTreeRegression, ElementwiseProduct, 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, PolynomialExpansion, PolynomialFeatures, RandomForestClassifier, RandomForestRegression, RegexIndexer, RegexTokenizer, ReverseStringIndexer, SimpleTransformer, StandardScaler, StopWordsRemover, StringMap, SupportVectorMachine, Tokenizer, VectorIndexer, VectorSlicer, WordLengthFilter, WordToVector
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. BaseTransformer
  2. Transformer
  3. AutoCloseable
  4. AnyRef
  5. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract val exec: UserDefinedFunction

    Permalink

  2. abstract val model: Model

    Permalink

    Model for this transformer

    Model for this transformer

    Definition Classes
    Transformer

  3. abstract val shape: NodeShape

    Permalink

    Shape of inputs/outputs

    Shape of inputs/outputs

    Definition Classes
    Transformer

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

    Permalink

    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

    Definition Classes
    Transformer

  5. abstract val uid: String

    Permalink

    Unique identifier for this transformer.

    Unique identifier for this transformer.

    Definition Classes
    Transformer

Concrete Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  5. def clone(): AnyRef

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

  6. def close(): Unit

    Permalink
    Definition Classes
    Transformer → AutoCloseable

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

    Permalink
    Definition Classes
    AnyRef

  8. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  9. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef → Any

  11. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  12. def inputSchema: StructType

    Permalink

    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

    Definition Classes
    Transformer

  13. val inputs: Seq[String]

    Permalink

  14. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    AnyRef

  16. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  17. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  18. def outputSchema: StructType

    Permalink

    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

    Definition Classes
    Transformer

  19. def schema: StructType

    Permalink

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

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

    returns

    full schema of this transformer

    Definition Classes
    Transformer

  20. val selectors: Seq[Selector]

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  22. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink

    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

    Definition Classes
    Transformer

  24. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Transformer

Inherited from AutoCloseable

Inherited from AnyRef

Inherited from Any

Ungrouped