Class/Object

com.microsoft.ml.spark

DescribeImage

Related Docs: object DescribeImage | package spark

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class DescribeImage extends CognitiveServicesBase with HasCognitiveServiceInput with HasImageInput with HasInternalJsonOutputParser

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Inherited
  1. DescribeImage
  2. HasInternalJsonOutputParser
  3. HasImageInput
  4. HasImageBytes
  5. HasImageUrl
  6. HasCognitiveServiceInput
  7. CognitiveServicesBase
  8. HasHandler
  9. CognitiveServicesBaseWithoutHandler
  10. HasErrorCol
  11. HasSubscriptionKey
  12. HasServiceParams
  13. ComplexParamsWritable
  14. MLWritable
  15. HasURL
  16. HasOutputCol
  17. HTTPParams
  18. Wrappable
  19. Transformer
  20. PipelineStage
  21. Logging
  22. Params
  23. Serializable
  24. Serializable
  25. Identifiable
  26. AnyRef
  27. Any
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Visibility
  1. Public
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Instance Constructors

  1. new DescribeImage()

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  2. new DescribeImage(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[_]): DescribeImage.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 getImageBytes: Array[Byte]

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    Definition Classes
    HasImageBytes
  30. def getImageBytesCol: String

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    Definition Classes
    HasImageBytes
  31. def getImageUrl: String

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    Definition Classes
    HasImageUrl
  32. def getImageUrlCol: String

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

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

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    Attributes
    protected
    Definition Classes
    HasInternalJsonOutputParser
  35. def getInternalTransformer(schema: StructType): PipelineModel

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

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    Definition Classes
    Params
  37. def getOutputCol: String

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

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

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

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

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    Definition Classes
    HasServiceParams
  42. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey
  43. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey
  44. def getTimeout: Double

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    Definition Classes
    HTTPParams
  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. val handler: UDFParam

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

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

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

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    Definition Classes
    Params
  59. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  60. val imageBytes: ServiceParam[Array[Byte]]

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

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

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

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

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

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

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

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    Definition Classes
    Params
  68. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  69. val language: ServiceParam[String]

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  70. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  77. def logName: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  82. val maxCandidates: ServiceParam[Int]

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  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
    HasImageInputHasCognitiveServiceInput
  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[_]): DescribeImage.this.type

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasHandler
  104. def setImageBytes(v: Array[Byte]): DescribeImage.this.type

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    Definition Classes
    HasImageBytes
  105. def setImageBytesCol(v: String): DescribeImage.this.type

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    Definition Classes
    HasImageBytes
  106. def setImageUrl(v: String): DescribeImage.this.type

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

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    Definition Classes
    HasImageUrl
  108. def setLanguage(v: String): DescribeImage.this.type

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  109. def setLanguageCol(v: String): DescribeImage.this.type

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  110. def setLocation(v: String): DescribeImage.this.type

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  111. def setMaxCandidates(v: Int): DescribeImage.this.type

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  112. def setMaxCandidatesCol(v: String): DescribeImage.this.type

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  113. def setOutputCol(value: String): DescribeImage.this.type

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

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

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    Definition Classes
    HasServiceParams
  116. def setSubscriptionKey(v: String): DescribeImage.this.type

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    Definition Classes
    HasSubscriptionKey
  117. def setSubscriptionKeyCol(v: String): DescribeImage.this.type

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    Definition Classes
    HasSubscriptionKey
  118. def setTimeout(value: Double): DescribeImage.this.type

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    Definition Classes
    HTTPParams
  119. def setUrl(value: String): DescribeImage.this.type

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    Definition Classes
    HasURL
  120. def setVectorParam(name: String, value: String): DescribeImage.this.type

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

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    Definition Classes
    HasServiceParams
  122. def shouldSkip(row: Row): Boolean

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    Attributes
    protected
    Definition Classes
    HasImageInputHasServiceParams
  123. val subscriptionKey: ServiceParam[String]

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    Definition Classes
    HasSubscriptionKey
  124. val subscriptionKeyHeaderName: String

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

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

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    Definition Classes
    HTTPParams
  127. def toString(): String

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

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

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

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

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

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

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    Definition Classes
    DescribeImageCognitiveServicesBaseWithoutHandler → Identifiable
  134. val url: Param[String]

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

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  138. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasImageInput

Inherited from HasImageBytes

Inherited from HasImageUrl

Inherited from HasCognitiveServiceInput

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