Class/Object

org.locationtech.rasterframes.ml

TileExploder

Related Docs: object TileExploder | package ml

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class TileExploder extends Transformer with DefaultParamsWritable with TileColumnSupport

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

Since

9/21/17

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

  1. type NonTileFields = Array[StructField]

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    Definition Classes
    TileColumnSupport

  2. type TileFields = Array[StructField]

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    Definition Classes
    TileColumnSupport

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, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  27. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  28. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  29. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  30. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  31. def isTile(field: StructField): Boolean

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    Attributes
    protected
    Definition Classes
    TileColumnSupport

  32. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  33. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  34. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  35. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  36. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  37. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  38. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  39. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  40. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  41. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  42. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  43. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  44. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  46. final def notify(): Unit

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    Definition Classes
    AnyRef

  47. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  48. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  49. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  50. def selectTileAndNonTileFields(schema: StructType): (TileFields, NonTileFields)

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    Attributes
    protected
    Definition Classes
    TileColumnSupport

  51. final def set(paramPair: ParamPair[_]): TileExploder.this.type

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    Attributes
    protected
    Definition Classes
    Params

  52. final def set(param: String, value: Any): TileExploder.this.type

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    Attributes
    protected
    Definition Classes
    Params

  53. final def set[T](param: Param[T], value: T): TileExploder.this.type

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    Definition Classes
    Params

  54. final def setDefault(paramPairs: ParamPair[_]*): TileExploder.this.type

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    Attributes
    protected
    Definition Classes
    Params

  55. final def setDefault[T](param: Param[T], value: T): TileExploder.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  57. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  58. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    TileExploder → Transformer

  59. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  60. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  61. 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

  62. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  63. val uid: String

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    Definition Classes
    TileExploder → Identifiable

  64. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  67. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from TileColumnSupport

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