Class/Object

com.microsoft.ml.spark.cognitive

DescribeImage

Related Docs: object DescribeImage | package cognitive

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class DescribeImage extends CognitiveServicesBase with HasCognitiveServiceInput with HasImageInput with HasInternalJsonOutputParser with HasSetLocation

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Inherited
  1. DescribeImage
  2. HasSetLocation
  3. HasInternalJsonOutputParser
  4. HasImageInput
  5. HasImageBytes
  6. HasImageUrl
  7. HasCognitiveServiceInput
  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
  1. Public
  2. All

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. 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[_]): DescribeImage.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 getImageBytes: Array[Byte]

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    Definition Classes
    HasImageBytes
  32. def getImageBytesCol: String

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    Definition Classes
    HasImageBytes
  33. def getImageUrl: String

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    Definition Classes
    HasImageUrl
  34. def getImageUrlCol: String

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

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

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

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

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    Definition Classes
    Params
  39. def getOutputCol: String

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

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

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

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

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    Definition Classes
    HasServiceParams
  44. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey
  45. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey
  46. def getTimeout: Double

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    Definition Classes
    HTTPParams
  47. def getUrl: String

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

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

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

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  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 imageBytes: ServiceParam[Array[Byte]]

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    Definition Classes
    HasImageBytes
  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
    HasImageInputHasCognitiveServiceInput
  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. val language: ServiceParam[String]

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  72. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  79. def logName: String

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

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

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

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

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

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

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

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

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

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    The name of the output column

    The name of the output column

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  93. def responseDataType: DataType

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  94. def save(path: String): Unit

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    DescribeImageHasSetLocation
  113. def setMaxCandidates(v: Int): DescribeImage.this.type

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasSubscriptionKey
  126. val subscriptionKeyHeaderName: String

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

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

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    Definition Classes
    HTTPParams
  129. def toString(): String

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasSetLocation

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 Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped