Class/Object

com.microsoft.ml.spark.cognitive

GenerateThumbnails

Related Docs: object GenerateThumbnails | package cognitive

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

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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 contentType: (Row) ⇒ String

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  11. def copy(extra: ParamMap): Transformer

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

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

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    Attributes
    protected
    Definition Classes
    Params
  14. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  15. final def eq(arg0: AnyRef): Boolean

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

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

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

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    Definition Classes
    Params
  19. def explainParams(): String

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

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

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    Definition Classes
    Params
  22. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any
  25. def getConcurrency: Int

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    Definition Classes
    HTTPParams
  26. def getConcurrentTimeout: Double

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

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    Definition Classes
    Params
  28. def getErrorCol: String

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    Definition Classes
    HasErrorCol
  29. def getHandler: HandlerFunc

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    Definition Classes
    HasHandler
  30. def getHeight: Int

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    Definition Classes
    HasHeight
  31. def getHeightCol: String

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    Definition Classes
    HasHeight
  32. def getImageBytes: Array[Byte]

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    Definition Classes
    HasImageBytes
  33. def getImageBytesCol: String

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    Definition Classes
    HasImageBytes
  34. def getImageUrl: String

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    Definition Classes
    HasImageUrl
  35. def getImageUrlCol: String

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

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

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  38. def getInternalTransformer(schema: StructType): PipelineModel

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

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    Definition Classes
    Params
  40. def getOutputCol: String

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

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

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

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

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    Definition Classes
    HasServiceParams
  45. def getSmartCropping: Boolean

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    Definition Classes
    HasSmartCropping
  46. def getSmartCroppingCol: String

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    Definition Classes
    HasSmartCropping
  47. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey
  48. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey
  49. def getTimeout: Double

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    Definition Classes
    HTTPParams
  50. def getUrl: String

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

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

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

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  60. def getWidth: Int

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    Definition Classes
    HasWidth
  61. def getWidthCol: String

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    Definition Classes
    HasWidth
  62. val handler: UDFParam

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

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

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

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    Definition Classes
    Params
  66. def hashCode(): Int

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

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    Definition Classes
    HasHeight
  68. val imageBytes: ServiceParam[Array[Byte]]

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    Definition Classes
    HasImageBytes
  69. val imageUrl: ServiceParam[String]

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

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

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

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

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

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

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    Definition Classes
    Params
  76. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  77. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  84. def logName: String

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

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

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

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

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

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

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

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

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    The name of the output column

    The name of the output column

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

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

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    Attributes
    protected
    Definition Classes
    HasImageInputHasCognitiveServiceInput
  95. def prepareMethod(): HttpRequestBase

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

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  97. def responseDataType: DataType

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  98. def save(path: String): Unit

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasHeight
  112. def setImageBytes(v: Array[Byte]): GenerateThumbnails.this.type

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    Definition Classes
    HasImageBytes
  113. def setImageBytesCol(v: String): GenerateThumbnails.this.type

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    Definition Classes
    HasImageBytes
  114. def setImageUrl(v: String): GenerateThumbnails.this.type

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasSubscriptionKey
  124. def setTimeout(value: Double): GenerateThumbnails.this.type

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    Definition Classes
    HTTPParams
  125. def setUrl(value: String): GenerateThumbnails.this.type

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasImageInputHasServiceParams
  131. val smartCropping: ServiceParam[Boolean]

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

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    Definition Classes
    HasSubscriptionKey
  133. val subscriptionKeyHeaderName: String

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  134. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  135. val timeout: Param[Double]

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    Definition Classes
    HTTPParams
  136. def toString(): String

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasWidth
  148. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

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 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 Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped