Class/Object

com.microsoft.ml.spark.cognitive

AnalyzeImage

Related Docs: object AnalyzeImage | package cognitive

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

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

Instance Constructors

  1. new AnalyzeImage()

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  2. new AnalyzeImage(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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  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. final def clear(param: Param[_]): AnalyzeImage.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. val details: ServiceParam[Seq[String]]

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  16. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean

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

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

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

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

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    Definition Classes
    Params
  21. def explainParams(): String

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

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

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    Definition Classes
    Params
  24. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any
  27. def getConcurrency: Int

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    Definition Classes
    HTTPParams
  28. def getConcurrentTimeout: Double

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

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    Definition Classes
    Params
  30. def getDetails: Seq[String]

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  31. def getDetailsCol: String

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  32. def getErrorCol: String

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    Definition Classes
    HasErrorCol
  33. def getHandler: HandlerFunc

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    Definition Classes
    HasHandler
  34. def getImageBytes: Array[Byte]

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    Definition Classes
    HasImageBytes
  35. def getImageBytesCol: String

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    Definition Classes
    HasImageBytes
  36. def getImageUrl: String

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    Definition Classes
    HasImageUrl
  37. def getImageUrlCol: String

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

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

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

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    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseWithoutHandler
  41. def getLanguage: String

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  42. def getLanguageCol: String

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  43. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  44. def getOutputCol: String

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

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

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

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

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    Definition Classes
    HasServiceParams
  49. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey
  50. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey
  51. def getTimeout: Double

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    Definition Classes
    HTTPParams
  52. def getUrl: String

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

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

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

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  62. def getVisualFeatures: Seq[String]

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  63. def getVisualFeaturesCol: String

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  64. val handler: UDFParam

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

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

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

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    Definition Classes
    Params
  68. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  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. val language: ServiceParam[String]

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  79. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  86. def logName: String

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

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

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

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

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

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

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

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

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    The name of the output column

    The name of the output column

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  99. def responseDataType: DataType

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  100. def save(path: String): Unit

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

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

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

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    Definition Classes
    Params
  104. def setConcurrency(value: Int): AnalyzeImage.this.type

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    Definition Classes
    HTTPParams
  105. def setConcurrentTimeout(value: Double): AnalyzeImage.this.type

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

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

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    Attributes
    protected
    Definition Classes
    Params
  108. def setDefaultLanguage(v: String): AnalyzeImage.this.type

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  109. def setDefaultValue[T](p: ServiceParam[T], value: Option[T]): AnalyzeImage.this.type

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

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    Definition Classes
    HasServiceParams
  111. def setDetails(v: Seq[String]): AnalyzeImage.this.type

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  112. def setDetailsCol(v: String): AnalyzeImage.this.type

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  113. def setErrorCol(v: String): AnalyzeImage.this.type

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    Definition Classes
    HasErrorCol
  114. def setHandler(v: HandlerFunc): AnalyzeImage.this.type

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

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    Definition Classes
    HasImageBytes
  116. def setImageBytesCol(v: String): AnalyzeImage.this.type

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    Definition Classes
    HasImageBytes
  117. def setImageUrl(v: String): AnalyzeImage.this.type

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    Definition Classes
    HasImageUrl
  118. def setImageUrlCol(v: String): AnalyzeImage.this.type

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    Definition Classes
    HasImageUrl
  119. def setLanguage(v: String): AnalyzeImage.this.type

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  120. def setLanguageCol(v: String): AnalyzeImage.this.type

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  121. def setLocation(v: String): AnalyzeImage.this.type

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    Definition Classes
    AnalyzeImageHasSetLocation
  122. def setOutputCol(value: String): AnalyzeImage.this.type

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

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

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    Definition Classes
    HasServiceParams
  125. def setSubscriptionKey(v: String): AnalyzeImage.this.type

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    Definition Classes
    HasSubscriptionKey
  126. def setSubscriptionKeyCol(v: String): AnalyzeImage.this.type

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    Definition Classes
    HasSubscriptionKey
  127. def setTimeout(value: Double): AnalyzeImage.this.type

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    Definition Classes
    HTTPParams
  128. def setUrl(value: String): AnalyzeImage.this.type

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    Definition Classes
    HasURL
  129. def setVectorParam(name: String, value: String): AnalyzeImage.this.type

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

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    Definition Classes
    HasServiceParams
  131. def setVisualFeatures(v: ArrayList[String]): AnalyzeImage.this.type

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  132. def setVisualFeatures(v: Seq[String]): AnalyzeImage.this.type

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  133. def setVisualFeaturesCol(v: String): AnalyzeImage.this.type

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  134. def shouldSkip(row: Row): Boolean

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

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    Definition Classes
    HasSubscriptionKey
  136. val subscriptionKeyHeaderName: String

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

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

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    Definition Classes
    HTTPParams
  139. def toString(): String

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

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

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

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

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

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

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    Definition Classes
    AnalyzeImageCognitiveServicesBaseWithoutHandler → Identifiable
  146. val url: Param[String]

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    Definition Classes
    HasURL
  147. val visualFeatures: ServiceParam[Seq[String]]

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  148. final def wait(): Unit

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

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

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

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasSetLocation

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