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 with HasSetLocation

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

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    Definition Classes
    HasSetLocationWrappable
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. final def clear(param: Param[_]): GenerateThumbnails.this.type

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    Definition Classes
    Params
  8. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  9. val concurrency: Param[Int]

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    Definition Classes
    HTTPParams
  10. val concurrentTimeout: Param[Double]

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    Definition Classes
    HTTPParams
  11. def contentType: (Row) ⇒ String

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

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

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

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

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

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

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

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

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    Definition Classes
    Params
  20. def explainParams(): String

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

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

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    Definition Classes
    Params
  23. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any
  26. def getConcurrency: Int

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    Definition Classes
    HTTPParams
  27. def getConcurrentTimeout: Double

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

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    Definition Classes
    Params
  29. def getErrorCol: String

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    Definition Classes
    HasErrorCol
  30. def getHandler: HandlerFunc

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    Definition Classes
    HasHandler
  31. def getHeight: Int

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    Definition Classes
    HasHeight
  32. def getHeightCol: String

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

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    Definition Classes
    HasImageBytes
  34. def getImageBytesCol: String

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    Definition Classes
    HasImageBytes
  35. def getImageUrl: String

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    Definition Classes
    HasImageUrl
  36. def getImageUrlCol: String

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

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

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  39. def getInternalTransformer(schema: StructType): PipelineModel

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

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    Definition Classes
    Params
  41. def getOutputCol: String

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

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

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

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

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    Definition Classes
    HasServiceParams
  46. def getSmartCropping: Boolean

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    Definition Classes
    HasSmartCropping
  47. def getSmartCroppingCol: String

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    Definition Classes
    HasSmartCropping
  48. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey
  49. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey
  50. def getTimeout: Double

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    Definition Classes
    HTTPParams
  51. def getUrl: String

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

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

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

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  61. def getWidth: Int

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    Definition Classes
    HasWidth
  62. def getWidthCol: String

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    Definition Classes
    HasWidth
  63. val handler: UDFParam

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

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

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

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    Definition Classes
    Params
  67. def hashCode(): Int

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

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

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

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

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

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

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

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

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

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    Definition Classes
    Params
  77. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  78. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  85. def logName: String

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

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

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

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

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

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

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

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

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    The name of the output column

    The name of the output column

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  98. def responseDataType: DataType

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  99. def save(path: String): Unit

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    GenerateThumbnailsHasSetLocation
  118. def setOutputCol(value: String): GenerateThumbnails.this.type

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasSubscriptionKey
  134. val subscriptionKeyHeaderName: String

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

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

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    Definition Classes
    HTTPParams
  137. def toString(): String

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasWidth
  149. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasSetLocation

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