Class/Object

com.microsoft.ml.spark

AnalyzeImage

Related Docs: object AnalyzeImage | package spark

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class AnalyzeImage extends CognitiveServicesBase with HasImageUrl with HasInternalJsonOutputParser with HasCognitiveServiceInput

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Inherited
  1. AnalyzeImage
  2. HasCognitiveServiceInput
  3. HasInternalJsonOutputParser
  4. HasImageUrl
  5. CognitiveServicesBase
  6. HasHandler
  7. CognitiveServicesBaseWithoutHandler
  8. HasErrorCol
  9. HasSubscriptionKey
  10. HasServiceParams
  11. ComplexParamsWritable
  12. MLWritable
  13. HasURL
  14. HasOutputCol
  15. HTTPParams
  16. Wrappable
  17. Transformer
  18. PipelineStage
  19. Logging
  20. Params
  21. Serializable
  22. Serializable
  23. Identifiable
  24. AnyRef
  25. 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 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. val details: ServiceParam[Seq[String]]

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  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 getDetails: Seq[String]

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  28. def getDetailsCol: String

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  29. def getErrorCol: String

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    Definition Classes
    HasErrorCol
  30. def getHandler: HandlerFunc

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    Definition Classes
    HasHandler
  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. def getLanguage: String

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  37. def getLanguageCol: String

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  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 getUrl: String

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

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

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

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

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

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

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

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

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

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

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  57. def getVisualFeaturesCol: String

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  58. val handler: UDFParam

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

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

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

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    Definition Classes
    Params
  62. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  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
    HasCognitiveServiceInput
  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. final def ne(arg0: AnyRef): Boolean

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

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

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

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    The name of the output column

    The name of the output column

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

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

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    Attributes
    protected
    Definition Classes
    AnalyzeImageHasCognitiveServiceInput
  90. def prepareMethod(): HttpRequestBase

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

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  92. def responseDataType: DataType

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  93. def save(path: String): Unit

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasHandler
  108. def setImageUrl(v: String): AnalyzeImage.this.type

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasSubscriptionKey
  118. def setUrl(value: String): AnalyzeImage.this.type

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

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

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

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

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  123. def shouldSkip(row: Row): Boolean

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  124. val subscriptionKey: ServiceParam[String]

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    Definition Classes
    HasSubscriptionKey
  125. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  126. def toString(): String

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

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

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

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

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

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

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

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

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  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 HasCognitiveServiceInput

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 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