Class/Object

com.microsoft.ml.spark.cognitive

DetectFace

Related Docs: object DetectFace | package cognitive

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class DetectFace extends CognitiveServicesBase with HasImageUrl with HasServiceParams with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation

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Inherited
  1. DetectFace
  2. HasSetLocation
  3. HasInternalJsonOutputParser
  4. HasCognitiveServiceInput
  5. HasImageUrl
  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 DetectFace()

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  2. new DetectFace(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[_]): DetectFace.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. def contentType: (Row) ⇒ String

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

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

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

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    Attributes
    protected
    Definition Classes
    Params
  15. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean

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

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

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

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

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    Definition Classes
    Params
  20. def explainParams(): String

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

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

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    Definition Classes
    Params
  23. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any
  26. def getConcurrency: Int

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    Definition Classes
    HTTPParams
  27. def getConcurrentTimeout: Double

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

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    Definition Classes
    Params
  29. def 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. 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. val imageUrl: ServiceParam[String]

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

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

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

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

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

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

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    Definition Classes
    Params
  67. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  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. final def ne(arg0: AnyRef): Boolean

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

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

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

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    The name of the output column

    The name of the output column

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

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

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    Attributes
    protected
    Definition Classes
    DetectFaceHasCognitiveServiceInput
  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. val returnFaceAttributes: ServiceParam[Seq[String]]

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  90. val returnFaceId: ServiceParam[Boolean]

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  91. val returnFaceLandmarks: ServiceParam[Boolean]

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  92. def save(path: String): Unit

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

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

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

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    Definition Classes
    Params
  96. def setConcurrency(value: Int): DetectFace.this.type

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    Definition Classes
    HTTPParams
  97. def setConcurrentTimeout(value: Double): DetectFace.this.type

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

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

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

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

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    Definition Classes
    HasServiceParams
  102. def setErrorCol(v: String): DetectFace.this.type

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    Definition Classes
    HasErrorCol
  103. def setHandler(v: HandlerFunc): DetectFace.this.type

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    Definition Classes
    HasHandler
  104. def setImageUrl(v: String): DetectFace.this.type

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    Definition Classes
    HasImageUrl
  105. def setImageUrlCol(v: String): DetectFace.this.type

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    Definition Classes
    HasImageUrl
  106. def setLocation(v: String): DetectFace.this.type

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    Definition Classes
    DetectFaceHasSetLocation
  107. def setOutputCol(value: String): DetectFace.this.type

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    Definition Classes
    HasOutputCol
  108. def setReturnFaceAttributes(v: Seq[String]): DetectFace.this.type

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  109. def setReturnFaceAttributesCol(v: String): DetectFace.this.type

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  110. def setReturnFaceId(v: Boolean): DetectFace.this.type

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  111. def setReturnFaceIdCol(v: String): DetectFace.this.type

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  112. def setReturnFaceLandmarks(v: Boolean): DetectFace.this.type

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  113. def setReturnFaceLandmarksCol(v: String): DetectFace.this.type

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  114. def setScalarParam[T](name: String, value: T): DetectFace.this.type

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

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

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

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    Definition Classes
    HasSubscriptionKey
  118. def setTimeout(value: Double): DetectFace.this.type

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    Definition Classes
    HTTPParams
  119. def setUrl(value: String): DetectFace.this.type

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    Definition Classes
    HasURL
  120. def setVectorParam(name: String, value: String): DetectFace.this.type

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

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

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

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    Definition Classes
    HasSubscriptionKey
  124. val subscriptionKeyHeaderName: String

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

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

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    Definition Classes
    HTTPParams
  127. def toString(): String

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

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

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

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

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

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

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    Definition Classes
    DetectFaceCognitiveServicesBaseWithoutHandler → Identifiable
  134. val url: Param[String]

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    Definition Classes
    HasURL
  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 HasSetLocation

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 Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped