Class/Object

com.microsoft.ml.spark

GenerateThumbnails

Related Docs: object GenerateThumbnails | package spark

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class GenerateThumbnails extends CognitiveServicesBase with HasImageInput with HasWidth with HasHeight with HasSmartCropping with HasInternalJsonOutputParser with HasCognitiveServiceInput

Linear Supertypes
HasInternalJsonOutputParser, HasSmartCropping, HasHeight, HasWidth, HasImageInput, HasCognitiveServiceInput, HasImageBytes, HasImageUrl, CognitiveServicesBase, HasHandler, CognitiveServicesBaseWithoutHandler, HasErrorCol, HasSubscriptionKey, HasServiceParams, ComplexParamsWritable, MLWritable, HasURL, HasOutputCol, HTTPParams, Wrappable, Transformer, PipelineStage, org.apache.spark.internal.Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. GenerateThumbnails
  2. HasInternalJsonOutputParser
  3. HasSmartCropping
  4. HasHeight
  5. HasWidth
  6. HasImageInput
  7. HasCognitiveServiceInput
  8. HasImageBytes
  9. HasImageUrl
  10. CognitiveServicesBase
  11. HasHandler
  12. CognitiveServicesBaseWithoutHandler
  13. HasErrorCol
  14. HasSubscriptionKey
  15. HasServiceParams
  16. ComplexParamsWritable
  17. MLWritable
  18. HasURL
  19. HasOutputCol
  20. HTTPParams
  21. Wrappable
  22. Transformer
  23. PipelineStage
  24. Logging
  25. Params
  26. Serializable
  27. Serializable
  28. Identifiable
  29. AnyRef
  30. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new GenerateThumbnails()

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  2. new GenerateThumbnails(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[_]): GenerateThumbnails.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. val concurrency: Param[Int]

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    Definition Classes
    HTTPParams

  9. val concurrentTimeout: Param[Double]

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    Definition Classes
    HTTPParams

  10. def copy(extra: ParamMap): Transformer

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    Definition Classes
    CognitiveServicesBaseWithoutHandler → Transformer → PipelineStage → Params

  11. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  12. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  13. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean

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    Attributes
    protected
    Definition Classes
    HasServiceParams

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

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    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  16. val errorCol: Param[String]

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    Definition Classes
    HasErrorCol

  17. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  18. def explainParams(): String

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    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  20. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  21. def finalize(): Unit

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

  22. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  24. def getConcurrency: Int

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    Definition Classes
    HTTPParams

  25. def getConcurrentTimeout: Double

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    Definition Classes
    HTTPParams

  26. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  27. def getErrorCol: String

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    Definition Classes
    HasErrorCol

  28. def getHandler: HandlerFunc

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    Definition Classes
    HasHandler

  29. def getHeight: Int

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    Definition Classes
    HasHeight

  30. def getHeightCol: String

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    Definition Classes
    HasHeight

  31. def getImageBytes: Array[Byte]

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    Definition Classes
    HasImageBytes

  32. def getImageBytesCol: String

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    Definition Classes
    HasImageBytes

  33. def getImageUrl: String

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    Definition Classes
    HasImageUrl

  34. def getImageUrlCol: String

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    Definition Classes
    HasImageUrl

  35. def getInternalInputParser(schema: StructType): HTTPInputParser

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput

  36. def getInternalOutputParser(schema: StructType): HTTPOutputParser

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    Attributes
    protected
    Definition Classes
    GenerateThumbnails → HasInternalJsonOutputParser → CognitiveServicesBaseWithoutHandler

  37. def getInternalTransformer(schema: StructType): PipelineModel

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    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseWithoutHandler

  38. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  39. def getOutputCol: String

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    Definition Classes
    HasOutputCol

  40. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  41. def getRequiredParams: Array[ServiceParam[_]]

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  42. def getScalarParam[T](name: String): T

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    Definition Classes
    HasServiceParams

  43. def getScalarParam[T](p: ServiceParam[T]): T

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    Definition Classes
    HasServiceParams

  44. def getSmartCropping: Boolean

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    Definition Classes
    HasSmartCropping

  45. def getSmartCroppingCol: String

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    Definition Classes
    HasSmartCropping

  46. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey

  47. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey

  48. def getTimeout: Double

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    Definition Classes
    HTTPParams

  49. def getUrl: String

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    Definition Classes
    HasURL

  50. def getUrlParams: Array[ServiceParam[_]]

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  51. def getValue[T](row: Row, p: ServiceParam[T]): T

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  52. def getValueAny(row: Row, p: ServiceParam[_]): Any

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  53. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  54. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  55. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  56. def getVectorParam(name: String): String

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    Definition Classes
    HasServiceParams

  57. def getVectorParam(p: ServiceParam[_]): String

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    Definition Classes
    HasServiceParams

  58. def getVectorParamMap: Map[String, String]

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  59. def getWidth: Int

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    Definition Classes
    HasWidth

  60. def getWidthCol: String

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    Definition Classes
    HasWidth

  61. val handler: UDFParam

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    Definition Classes
    HasHandler

  62. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData

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    Definition Classes
    CognitiveServicesBase → CognitiveServicesBaseWithoutHandler

  63. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  64. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  65. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  66. val height: ServiceParam[Int]

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    Definition Classes
    HasHeight

  67. val imageBytes: ServiceParam[Array[Byte]]

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    Definition Classes
    HasImageBytes

  68. val imageUrl: ServiceParam[String]

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    Definition Classes
    HasImageUrl

  69. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  70. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  71. def inputFunc(schema: StructType): (Row) ⇒ Option[HttpRequestBase]

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    Attributes
    protected
    Definition Classes
    HasImageInput → HasCognitiveServiceInput

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

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    Definition Classes
    Params

  73. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  75. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  76. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  83. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  89. final def notify(): Unit

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    Definition Classes
    AnyRef

  90. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  91. val outputCol: Param[String]

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    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  93. def prepareEntity: (Row) ⇒ Option[AbstractHttpEntity]

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    Attributes
    protected
    Definition Classes
    HasImageInput → HasCognitiveServiceInput

  94. def prepareMethod(): HttpRequestBase

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput

  95. def prepareUrl: (Row) ⇒ String

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput

  96. def responseDataType: DataType

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    Definition Classes
    GenerateThumbnails → HasInternalJsonOutputParser

  97. def save(path: String): Unit

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

  98. final def set(paramPair: ParamPair[_]): GenerateThumbnails.this.type

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    Attributes
    protected
    Definition Classes
    Params

  99. final def set(param: String, value: Any): GenerateThumbnails.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  101. def setConcurrency(value: Int): GenerateThumbnails.this.type

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    Definition Classes
    HTTPParams

  102. def setConcurrentTimeout(value: Double): GenerateThumbnails.this.type

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    Definition Classes
    HTTPParams

  103. final def setDefault(paramPairs: ParamPair[_]*): GenerateThumbnails.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  105. def setDefaultValue[T](p: ServiceParam[T], value: Option[T]): GenerateThumbnails.this.type

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    Definition Classes
    HasServiceParams

  106. def setDefaultValue[T](p: ServiceParam[T], value: T): GenerateThumbnails.this.type

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    Definition Classes
    HasServiceParams

  107. def setErrorCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasErrorCol

  108. def setHandler(v: HandlerFunc): GenerateThumbnails.this.type

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    Definition Classes
    HasHandler

  109. def setHeight(v: Int): GenerateThumbnails.this.type

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    Definition Classes
    HasHeight

  110. def setHeightCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasHeight

  111. def setImageBytes(v: Array[Byte]): GenerateThumbnails.this.type

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    Definition Classes
    HasImageBytes

  112. def setImageBytesCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasImageBytes

  113. def setImageUrl(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasImageUrl

  114. def setImageUrlCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasImageUrl

  115. def setLocation(v: String): GenerateThumbnails.this.type

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  116. def setOutputCol(value: String): GenerateThumbnails.this.type

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    Definition Classes
    HasOutputCol

  117. def setScalarParam[T](name: String, value: T): GenerateThumbnails.this.type

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    Definition Classes
    HasServiceParams

  118. def setScalarParam[T](p: ServiceParam[T], value: T): GenerateThumbnails.this.type

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    Definition Classes
    HasServiceParams

  119. def setSmartCropping(v: Boolean): GenerateThumbnails.this.type

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    Definition Classes
    HasSmartCropping

  120. def setSmartCroppingCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasSmartCropping

  121. def setSubscriptionKey(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasSubscriptionKey

  122. def setSubscriptionKeyCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasSubscriptionKey

  123. def setTimeout(value: Double): GenerateThumbnails.this.type

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    Definition Classes
    HTTPParams

  124. def setUrl(value: String): GenerateThumbnails.this.type

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    Definition Classes
    HasURL

  125. def setVectorParam(name: String, value: String): GenerateThumbnails.this.type

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    Definition Classes
    HasServiceParams

  126. def setVectorParam[T](p: ServiceParam[T], value: String): GenerateThumbnails.this.type

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    Definition Classes
    HasServiceParams

  127. def setWidth(v: Int): GenerateThumbnails.this.type

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    Definition Classes
    HasWidth

  128. def setWidthCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasWidth

  129. def shouldSkip(row: Row): Boolean

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    Attributes
    protected
    Definition Classes
    HasImageInput → HasServiceParams

  130. val smartCropping: ServiceParam[Boolean]

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    Definition Classes
    HasSmartCropping

  131. val subscriptionKey: ServiceParam[String]

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    Definition Classes
    HasSubscriptionKey

  132. val subscriptionKeyHeaderName: String

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput

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

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    Definition Classes
    AnyRef

  134. val timeout: Param[Double]

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    Definition Classes
    HTTPParams

  135. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    CognitiveServicesBaseWithoutHandler → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  139. def transformSchema(schema: StructType): StructType

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    Definition Classes
    CognitiveServicesBaseWithoutHandler → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  141. val uid: String

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    Definition Classes
    GenerateThumbnails → CognitiveServicesBaseWithoutHandler → Identifiable

  142. val url: Param[String]

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    Definition Classes
    HasURL

  143. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  146. val width: ServiceParam[Int]

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    Definition Classes
    HasWidth

  147. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasInternalJsonOutputParser

Inherited from HasSmartCropping

Inherited from HasHeight

Inherited from HasWidth

Inherited from HasImageInput

Inherited from HasCognitiveServiceInput

Inherited from HasImageBytes

Inherited from HasImageUrl

Inherited from CognitiveServicesBase

Inherited from HasHandler

Inherited from CognitiveServicesBaseWithoutHandler

Inherited from HasErrorCol

Inherited from HasSubscriptionKey

Inherited from HasServiceParams

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasURL

Inherited from HasOutputCol

Inherited from HTTPParams

Inherited from Wrappable

Inherited from Transformer

Inherited from PipelineStage

Inherited from org.apache.spark.internal.Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Parameters

A list of parameter keys this algorithm can take. Users can set and get the parameter values through setters and getters

Parameter setters

Parameter getters

Members