Class/Object

com.microsoft.ml.spark.cognitive

IdentifyFaces

Related Docs: object IdentifyFaces | package cognitive

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class IdentifyFaces extends CognitiveServicesBase with HasServiceParams with HasMaxNumOfCandidatesReturned with HasFaceIds with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation

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

  1. new IdentifyFaces()

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  2. new IdentifyFaces(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[_]): IdentifyFaces.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. val confidenceThreshold: ServiceParam[Double]

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  12. def contentType: (Row) ⇒ String

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

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

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

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

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    Definition Classes
    IdentifyFacesHasFaceIds
  25. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any
  28. def getConcurrency: Int

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    Definition Classes
    HTTPParams
  29. def getConcurrentTimeout: Double

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

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    Definition Classes
    Params
  31. def getErrorCol: String

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    Definition Classes
    HasErrorCol
  32. def getHandler: HandlerFunc

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

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

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

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

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    Definition Classes
    Params
  37. def getOutputCol: String

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

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

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

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

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    Definition Classes
    HasServiceParams
  42. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey
  43. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey
  44. def getTimeout: Double

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    Definition Classes
    HTTPParams
  45. def getUrl: String

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

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

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

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  55. val handler: UDFParam

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

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

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

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    Definition Classes
    Params
  59. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  60. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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

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

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

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

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

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    Definition Classes
    Params
  66. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  67. val largePersonGroupId: ServiceParam[String]

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  68. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  75. def logName: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  80. val maxNumOfCandidatesReturned: ServiceParam[Int]

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

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

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

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

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    The name of the output column

    The name of the output column

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

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    Definition Classes
    Params
  86. val personGroupId: ServiceParam[String]

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  87. def prepareEntity: (Row) ⇒ Option[AbstractHttpEntity]

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    Attributes
    protected
    Definition Classes
    IdentifyFacesHasCognitiveServiceInput
  88. def prepareMethod(): HttpRequestBase

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

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  90. def responseDataType: DataType

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  91. def save(path: String): Unit

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

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

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

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    Definition Classes
    Params
  95. def setConcurrency(value: Int): IdentifyFaces.this.type

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    Definition Classes
    HTTPParams
  96. def setConcurrentTimeout(value: Double): IdentifyFaces.this.type

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    Definition Classes
    HTTPParams
  97. def setConfidenceThreshold(v: Double): IdentifyFaces.this.type

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  98. def setConfidenceThresholdCol(v: String): IdentifyFaces.this.type

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  99. final def setDefault(paramPairs: ParamPair[_]*): IdentifyFaces.this.type

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

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

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

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    Definition Classes
    HasServiceParams
  103. def setErrorCol(v: String): IdentifyFaces.this.type

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    Definition Classes
    HasErrorCol
  104. def setFaceIds(v: Seq[String]): IdentifyFaces.this.type

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    Definition Classes
    HasFaceIds
  105. def setFaceIdsCol(v: String): IdentifyFaces.this.type

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    Definition Classes
    HasFaceIds
  106. def setHandler(v: HandlerFunc): IdentifyFaces.this.type

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    Definition Classes
    HasHandler
  107. def setLargePersonGroupId(v: String): IdentifyFaces.this.type

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  108. def setLargePersonGroupIdCol(v: String): IdentifyFaces.this.type

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  109. def setLocation(v: String): IdentifyFaces.this.type

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    Definition Classes
    IdentifyFacesHasSetLocation
  110. def setMaxNumOfCandidatesReturned(v: Int): IdentifyFaces.this.type

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  111. def setMaxNumOfCandidatesReturnedCol(v: String): IdentifyFaces.this.type

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  112. def setOutputCol(value: String): IdentifyFaces.this.type

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    Definition Classes
    HasOutputCol
  113. def setPersonGroupId(v: String): IdentifyFaces.this.type

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  114. def setPersonGroupIdCol(v: String): IdentifyFaces.this.type

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  115. def setScalarParam[T](name: String, value: T): IdentifyFaces.this.type

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

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    Definition Classes
    HasServiceParams
  117. def setSubscriptionKey(v: String): IdentifyFaces.this.type

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    Definition Classes
    HasSubscriptionKey
  118. def setSubscriptionKeyCol(v: String): IdentifyFaces.this.type

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    Definition Classes
    HasSubscriptionKey
  119. def setTimeout(value: Double): IdentifyFaces.this.type

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    Definition Classes
    HTTPParams
  120. def setUrl(value: String): IdentifyFaces.this.type

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    Definition Classes
    HasURL
  121. def setVectorParam(name: String, value: String): IdentifyFaces.this.type

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

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    Definition Classes
    HasServiceParams
  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. val subscriptionKeyHeaderName: String

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

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

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    Definition Classes
    HTTPParams
  128. def toString(): String

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

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

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

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

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

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

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    Definition Classes
    IdentifyFacesCognitiveServicesBaseWithoutHandler → Identifiable
  135. val url: Param[String]

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

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

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

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

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasSetLocation

Inherited from HasCognitiveServiceInput

Inherited from HasFaceIds

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