Class/Object

astraea.spark.rasterframes.ml

TileExploder

Related Docs: object TileExploder | package ml

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class TileExploder extends Transformer with DefaultParamsWritable

SparkML Transformer for expanding tiles into single cell rows with additional columns containing source row/column indexes.

Since

9/21/17

Linear Supertypes
DefaultParamsWritable, MLWritable, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
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  2. By Inheritance
Inherited
  1. TileExploder
  2. DefaultParamsWritable
  3. MLWritable
  4. Transformer
  5. PipelineStage
  6. Logging
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new TileExploder()

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  2. new TileExploder(uid: String)

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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[_]): TileExploder.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 copy(extra: ParamMap): TileExploder

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    Definition Classes
    TileExploder → Transformer → PipelineStage → Params
  9. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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

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

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

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    Definition Classes
    Params
  14. def explainParams(): String

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

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

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    Definition Classes
    Params
  17. def finalize(): Unit

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

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

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

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    Definition Classes
    Params
  21. final def getOrDefault[T](param: Param[T]): T

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

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    Definition Classes
    Params
  23. final def hasDefault[T](param: Param[T]): Boolean

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

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    Definition Classes
    Params
  25. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  26. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  27. final def isDefined(param: Param[_]): Boolean

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

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

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    Definition Classes
    Params
  30. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  31. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  32. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  33. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  34. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  35. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  36. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  37. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  38. def logName: String

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    Attributes
    protected
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    Logging
  39. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  40. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  41. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  42. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  43. final def ne(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    AnyRef
  46. lazy val params: Array[Param[_]]

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

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

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

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

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

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

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    Attributes
    protected
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    Params
  53. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  54. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  55. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    TileExploder → Transformer
  56. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  57. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  58. def transformSchema(schema: StructType): StructType

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    Checks the incoming schema and determines what the output schema will be.

    Checks the incoming schema and determines what the output schema will be.

    Definition Classes
    TileExploder → PipelineStage
  59. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  60. val uid: String

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    Definition Classes
    TileExploder → Identifiable
  61. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  64. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped