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

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  2. By Inheritance
Inherited
  1. AnalyzeImage
  2. HasInternalJsonOutputParser
  3. HasImageInput
  4. HasCognitiveServiceInput
  5. HasImageBytes
  6. HasImageUrl
  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
  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. final def asInstanceOf[T0]: T0

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

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    Definition Classes
    Params
  7. def clone(): AnyRef

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params
  14. val details: ServiceParam[Seq[String]]

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  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 getDetails: Seq[String]

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  30. def getDetailsCol: String

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  31. def getErrorCol: String

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    Definition Classes
    HasErrorCol
  32. def getHandler: HandlerFunc

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

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    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseWithoutHandler
  40. def getLanguage: String

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  41. def getLanguageCol: String

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

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    Definition Classes
    Params
  43. def getOutputCol: String

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

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

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

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

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    Definition Classes
    HasServiceParams
  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 getVisualFeatures: Seq[String]

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  62. def getVisualFeaturesCol: String

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  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 imageBytes: ServiceParam[Array[Byte]]

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

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

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

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

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

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

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

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    Definition Classes
    Params
  76. def isTraceEnabled(): Boolean

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

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  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[_]): AnalyzeImage.this.type

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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  121. def setOutputCol(value: String): AnalyzeImage.this.type

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

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

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

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

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

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

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

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

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

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

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  132. def shouldSkip(row: Row): Boolean

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    Attributes
    protected
    Definition Classes
    HasImageInputHasServiceParams
  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
    AnalyzeImageCognitiveServicesBaseWithoutHandler → Identifiable
  144. val url: Param[String]

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

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  146. final def wait(): Unit

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

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

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

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    Definition Classes
    ComplexParamsWritable → MLWritable

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