Class/Object

com.microsoft.ml.spark

IdentifyFaces

Related Docs: object IdentifyFaces | package spark

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

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Inherited
  1. IdentifyFaces
  2. HasInternalJsonOutputParser
  3. HasCognitiveServiceInput
  4. HasFaceIds
  5. HasMaxNumOfCandidatesReturned
  6. CognitiveServicesBase
  7. HasHandler
  8. CognitiveServicesBaseWithoutHandler
  9. HasErrorCol
  10. HasSubscriptionKey
  11. HasServiceParams
  12. ComplexParamsWritable
  13. MLWritable
  14. HasURL
  15. HasOutputCol
  16. HTTPParams
  17. Wrappable
  18. Transformer
  19. PipelineStage
  20. Logging
  21. Params
  22. Serializable
  23. Serializable
  24. Identifiable
  25. AnyRef
  26. Any
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Visibility
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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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  6. final def clear(param: Param[_]): IdentifyFaces.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. val confidenceThreshold: ServiceParam[Double]

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  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. 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. val faceIds: ServiceParam[Seq[String]]

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    Definition Classes
    IdentifyFacesHasFaceIds
  22. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any
  25. def getConcurrency: Int

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    Definition Classes
    HTTPParams
  26. def getConcurrentTimeout: Double

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

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    Definition Classes
    Params
  28. def getErrorCol: String

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    Definition Classes
    HasErrorCol
  29. def getHandler: HandlerFunc

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

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

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

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

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    Definition Classes
    Params
  34. def getOutputCol: String

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

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

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

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

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    Definition Classes
    HasServiceParams
  39. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey
  40. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey
  41. def getUrl: String

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

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

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

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  51. val handler: UDFParam

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

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

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

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    Definition Classes
    Params
  55. def hashCode(): Int

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

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

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

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

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

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

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    Definition Classes
    Params
  62. def isTraceEnabled(): Boolean

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

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  64. def log: Logger

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

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

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

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

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

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    Attributes
    protected
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    Logging
  70. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  71. def logName: String

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

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

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

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

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

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

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

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

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

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    The name of the output column

    The name of the output column

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  86. def responseDataType: DataType

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  87. def save(path: String): Unit

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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  106. def setMaxNumOfCandidatesReturned(v: Int): IdentifyFaces.this.type

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

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

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

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

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

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

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

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

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    Definition Classes
    HasSubscriptionKey
  115. def setUrl(value: String): IdentifyFaces.this.type

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

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

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

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

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

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    Definition Classes
    AnyRef
  121. def toString(): String

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    ComplexParamsWritable → MLWritable

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 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