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

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

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

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

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

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    Definition Classes
    Params
  19. def explainParams(): String

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

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

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

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    Definition Classes
    IdentifyFacesHasFaceIds
  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 getErrorCol: String

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    Definition Classes
    HasErrorCol
  30. def getHandler: HandlerFunc

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

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

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

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

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    Definition Classes
    Params
  35. def getOutputCol: String

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

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

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

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

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    Definition Classes
    HasServiceParams
  40. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey
  41. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey
  42. def getTimeout: Double

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    Definition Classes
    HTTPParams
  43. def getUrl: String

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

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

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

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  53. val handler: UDFParam

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

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

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

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    Definition Classes
    Params
  57. def hashCode(): Int

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

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

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

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

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

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

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    Definition Classes
    Params
  64. def isTraceEnabled(): Boolean

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

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  66. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  73. def logName: String

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

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

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

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

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

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

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

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

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

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    The name of the output column

    The name of the output column

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  88. def responseDataType: DataType

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  89. def save(path: String): Unit

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    HasSubscriptionKey
  123. val subscriptionKeyHeaderName: String

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

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

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

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

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  137. 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