Class/Object

com.microsoft.ml.spark

GenerateThumbnails

Related Docs: object GenerateThumbnails | package spark

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

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Inherited
  1. GenerateThumbnails
  2. HasCognitiveServiceInput
  3. HasInternalJsonOutputParser
  4. HasSmartCropping
  5. HasHeight
  6. HasWidth
  7. HasImageUrl
  8. CognitiveServicesBase
  9. HasHandler
  10. CognitiveServicesBaseWithoutHandler
  11. HasErrorCol
  12. HasSubscriptionKey
  13. HasServiceParams
  14. ComplexParamsWritable
  15. MLWritable
  16. HasURL
  17. HasOutputCol
  18. HTTPParams
  19. Wrappable
  20. Transformer
  21. PipelineStage
  22. Logging
  23. Params
  24. Serializable
  25. Serializable
  26. Identifiable
  27. AnyRef
  28. Any
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Visibility
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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. final def eq(arg0: AnyRef): Boolean

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

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    Definition Classes
    AnyRef → Any
  15. val errorCol: Param[String]

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    Definition Classes
    HasErrorCol
  16. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  17. def explainParams(): String

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

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

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    Definition Classes
    Params
  20. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any
  23. def getConcurrency: Int

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    Definition Classes
    HTTPParams
  24. def getConcurrentTimeout: Double

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    Definition Classes
    HTTPParams
  25. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  26. def getErrorCol: String

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    Definition Classes
    HasErrorCol
  27. def getHandler: HandlerFunc

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    Definition Classes
    HasHandler
  28. def getHeight: Int

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    Definition Classes
    HasHeight
  29. def getHeightCol: String

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    Definition Classes
    HasHeight
  30. def getImageUrl: String

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    Definition Classes
    HasImageUrl
  31. def getImageUrlCol: String

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    Definition Classes
    HasImageUrl
  32. def getInternalInputParser(schema: StructType): HTTPInputParser

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  33. def getInternalOutputParser(schema: StructType): HTTPOutputParser

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  34. def getInternalTransformer(schema: StructType): PipelineModel

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    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseWithoutHandler
  35. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  36. def getOutputCol: String

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    Definition Classes
    HasOutputCol
  37. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  38. def getRequiredParams: Array[ServiceParam[_]]

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  39. def getScalarParam[T](name: String): T

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    Definition Classes
    HasServiceParams
  40. def getScalarParam[T](p: ServiceParam[T]): T

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    Definition Classes
    HasServiceParams
  41. def getSmartCropping: Boolean

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    Definition Classes
    HasSmartCropping
  42. def getSmartCroppingCol: String

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    Definition Classes
    HasSmartCropping
  43. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey
  44. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey
  45. def getUrl: String

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    Definition Classes
    HasURL
  46. def getUrlParams: Array[ServiceParam[_]]

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  47. def getValue[T](row: Row, p: ServiceParam[T]): T

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  48. def getValueAny(row: Row, p: ServiceParam[_]): Any

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  49. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  50. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  51. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  52. def getVectorParam(name: String): String

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    Definition Classes
    HasServiceParams
  53. def getVectorParam(p: ServiceParam[_]): String

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    Definition Classes
    HasServiceParams
  54. def getVectorParamMap: Map[String, String]

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  55. def getWidth: Int

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    Definition Classes
    HasWidth
  56. def getWidthCol: String

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    Definition Classes
    HasWidth
  57. val handler: UDFParam

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    Definition Classes
    HasHandler
  58. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData

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

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

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    Definition Classes
    Params
  61. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  62. val height: ServiceParam[Int]

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    Definition Classes
    HasHeight
  63. val imageUrl: ServiceParam[String]

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    Definition Classes
    HasImageUrl
  64. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  65. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  66. def inputFunc(schema: StructType): (Row) ⇒ Option[HttpRequestBase]

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

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

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

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    Definition Classes
    Params
  70. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  71. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  78. def logName: String

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

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

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

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

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

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

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

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    Definition Classes
    AnyRef
  86. val outputCol: Param[String]

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    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  87. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  88. def prepareEntity: (Row) ⇒ Option[AbstractHttpEntity]

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    Attributes
    protected
    Definition Classes
    GenerateThumbnailsHasCognitiveServiceInput
  89. def prepareMethod(): HttpRequestBase

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  90. def prepareUrl: (Row) ⇒ String

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  91. def responseDataType: DataType

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  92. def save(path: String): Unit

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

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

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

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    Definition Classes
    Params
  96. def setConcurrency(value: Int): GenerateThumbnails.this.type

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    Definition Classes
    HTTPParams
  97. def setConcurrentTimeout(value: Double): GenerateThumbnails.this.type

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    Definition Classes
    HTTPParams
  98. final def setDefault(paramPairs: ParamPair[_]*): GenerateThumbnails.this.type

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

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    Attributes
    protected
    Definition Classes
    Params
  100. def setDefaultValue[T](p: ServiceParam[T], value: Option[T]): GenerateThumbnails.this.type

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    Definition Classes
    HasServiceParams
  101. def setDefaultValue[T](p: ServiceParam[T], value: T): GenerateThumbnails.this.type

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    Definition Classes
    HasServiceParams
  102. def setErrorCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasErrorCol
  103. def setHandler(v: HandlerFunc): GenerateThumbnails.this.type

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    Definition Classes
    HasHandler
  104. def setHeight(v: Int): GenerateThumbnails.this.type

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    Definition Classes
    HasHeight
  105. def setHeightCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasHeight
  106. def setImageUrl(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasImageUrl
  107. def setImageUrlCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasImageUrl
  108. def setLocation(v: String): GenerateThumbnails.this.type

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

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    Definition Classes
    HasOutputCol
  110. def setScalarParam[T](name: String, value: T): GenerateThumbnails.this.type

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    Definition Classes
    HasServiceParams
  111. def setScalarParam[T](p: ServiceParam[T], value: T): GenerateThumbnails.this.type

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    Definition Classes
    HasServiceParams
  112. def setSmartCropping(v: Boolean): GenerateThumbnails.this.type

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    Definition Classes
    HasSmartCropping
  113. def setSmartCroppingCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasSmartCropping
  114. def setSubscriptionKey(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasSubscriptionKey
  115. def setSubscriptionKeyCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasSubscriptionKey
  116. def setUrl(value: String): GenerateThumbnails.this.type

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    Definition Classes
    HasURL
  117. def setVectorParam(name: String, value: String): GenerateThumbnails.this.type

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    Definition Classes
    HasServiceParams
  118. def setVectorParam[T](p: ServiceParam[T], value: String): GenerateThumbnails.this.type

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    Definition Classes
    HasServiceParams
  119. def setWidth(v: Int): GenerateThumbnails.this.type

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    Definition Classes
    HasWidth
  120. def setWidthCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasWidth
  121. def shouldSkip(row: Row): Boolean

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  122. val smartCropping: ServiceParam[Boolean]

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    Definition Classes
    HasSmartCropping
  123. val subscriptionKey: ServiceParam[String]

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    Definition Classes
    HasSubscriptionKey
  124. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  125. def toString(): String

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

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

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

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

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    Definition Classes
    CognitiveServicesBaseWithoutHandler → PipelineStage
  130. def transformSchema(schema: StructType, logging: Boolean): StructType

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

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    Definition Classes
    GenerateThumbnailsCognitiveServicesBaseWithoutHandler → Identifiable
  132. val url: Param[String]

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    Definition Classes
    HasURL
  133. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  136. val width: ServiceParam[Int]

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    Definition Classes
    HasWidth
  137. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasCognitiveServiceInput

Inherited from HasSmartCropping

Inherited from HasHeight

Inherited from HasWidth

Inherited from HasImageUrl

Inherited from CognitiveServicesBase

Inherited from HasHandler

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