Class/Object

com.microsoft.ml.spark

DetectFace

Related Docs: object DetectFace | package spark

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

Linear Supertypes
HasInternalJsonOutputParser, HasCognitiveServiceInput, HasImageUrl, CognitiveServicesBase, HasHandler, CognitiveServicesBaseWithoutHandler, HasErrorCol, HasSubscriptionKey, HasServiceParams, ComplexParamsWritable, MLWritable, HasURL, HasOutputCol, HTTPParams, Wrappable, Transformer, PipelineStage, org.apache.spark.internal.Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. DetectFace
  2. HasInternalJsonOutputParser
  3. HasCognitiveServiceInput
  4. HasImageUrl
  5. CognitiveServicesBase
  6. HasHandler
  7. CognitiveServicesBaseWithoutHandler
  8. HasErrorCol
  9. HasSubscriptionKey
  10. HasServiceParams
  11. ComplexParamsWritable
  12. MLWritable
  13. HasURL
  14. HasOutputCol
  15. HTTPParams
  16. Wrappable
  17. Transformer
  18. PipelineStage
  19. Logging
  20. Params
  21. Serializable
  22. Serializable
  23. Identifiable
  24. AnyRef
  25. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new 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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. final def clear(param: Param[_]): DetectFace.this.type

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    Definition Classes
    Params

  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. val concurrency: Param[Int]

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    Definition Classes
    HTTPParams

  9. val concurrentTimeout: Param[Double]

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    Definition Classes
    HTTPParams

  10. def copy(extra: ParamMap): Transformer

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    Definition Classes
    CognitiveServicesBaseWithoutHandler → Transformer → PipelineStage → Params

  11. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  12. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  14. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  16. val errorCol: Param[String]

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    Definition Classes
    HasErrorCol

  17. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  18. def explainParams(): String

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    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  20. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  21. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  22. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  23. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  24. def getConcurrency: Int

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    Definition Classes
    HTTPParams

  25. def getConcurrentTimeout: Double

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    Definition Classes
    HTTPParams

  26. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  27. def getErrorCol: String

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    Definition Classes
    HasErrorCol

  28. def getHandler: HandlerFunc

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    Definition Classes
    HasHandler

  29. def getImageUrl: String

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    Definition Classes
    HasImageUrl

  30. def getImageUrlCol: String

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    Definition Classes
    HasImageUrl

  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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    Definition Classes
    CognitiveServicesBase → CognitiveServicesBaseWithoutHandler

  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. val imageUrl: ServiceParam[String]

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    Definition Classes
    HasImageUrl

  59. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  60. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  61. def inputFunc(schema: StructType): (Row) ⇒ Option[HttpRequestBase]

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput

  62. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  63. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  64. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  65. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  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. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  79. final def notify(): Unit

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    Definition Classes
    AnyRef

  80. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  81. val outputCol: Param[String]

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    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol

  82. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    DetectFace → HasCognitiveServiceInput

  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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    Definition Classes
    DetectFace → HasInternalJsonOutputParser

  87. val returnFaceAttributes: ServiceParam[Seq[String]]

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  88. val returnFaceId: ServiceParam[Boolean]

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  89. val returnFaceLandmarks: ServiceParam[Boolean]

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  90. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  91. final def set(paramPair: ParamPair[_]): DetectFace.this.type

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    Attributes
    protected
    Definition Classes
    Params

  92. final def set(param: String, value: Any): DetectFace.this.type

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    Attributes
    protected
    Definition Classes
    Params

  93. final def set[T](param: Param[T], value: T): DetectFace.this.type

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    Definition Classes
    Params

  94. def setConcurrency(value: Int): DetectFace.this.type

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    Definition Classes
    HTTPParams

  95. def setConcurrentTimeout(value: Double): DetectFace.this.type

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    Definition Classes
    HTTPParams

  96. final def setDefault(paramPairs: ParamPair[_]*): DetectFace.this.type

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    Attributes
    protected
    Definition Classes
    Params

  97. final def setDefault[T](param: Param[T], value: T): DetectFace.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    HasServiceParams

  99. def setDefaultValue[T](p: ServiceParam[T], value: T): DetectFace.this.type

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    Definition Classes
    HasServiceParams

  100. def setErrorCol(v: String): DetectFace.this.type

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    Definition Classes
    HasErrorCol

  101. def setHandler(v: HandlerFunc): DetectFace.this.type

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    Definition Classes
    HasHandler

  102. def setImageUrl(v: String): DetectFace.this.type

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    Definition Classes
    HasImageUrl

  103. def setImageUrlCol(v: String): DetectFace.this.type

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    Definition Classes
    HasImageUrl

  104. def setLocation(v: String): DetectFace.this.type

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  105. def setOutputCol(value: String): DetectFace.this.type

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    Definition Classes
    HasOutputCol

  106. def setReturnFaceAttributes(v: Seq[String]): DetectFace.this.type

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

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

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

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

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

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

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    Definition Classes
    HasServiceParams

  113. def setScalarParam[T](p: ServiceParam[T], value: T): DetectFace.this.type

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    Definition Classes
    HasServiceParams

  114. def setSubscriptionKey(v: String): DetectFace.this.type

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    Definition Classes
    HasSubscriptionKey

  115. def setSubscriptionKeyCol(v: String): DetectFace.this.type

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    Definition Classes
    HasSubscriptionKey

  116. def setTimeout(value: Double): DetectFace.this.type

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    Definition Classes
    HTTPParams

  117. def setUrl(value: String): DetectFace.this.type

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    Definition Classes
    HasURL

  118. def setVectorParam(name: String, value: String): DetectFace.this.type

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    Definition Classes
    HasServiceParams

  119. def setVectorParam[T](p: ServiceParam[T], value: String): DetectFace.this.type

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    Definition Classes
    HasServiceParams

  120. def shouldSkip(row: Row): Boolean

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    Attributes
    protected
    Definition Classes
    HasServiceParams

  121. val subscriptionKey: ServiceParam[String]

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    Definition Classes
    HasSubscriptionKey

  122. val subscriptionKeyHeaderName: String

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput

  123. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  124. val timeout: Param[Double]

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    Definition Classes
    HTTPParams

  125. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  126. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    CognitiveServicesBaseWithoutHandler → Transformer

  127. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  128. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  129. def transformSchema(schema: StructType): StructType

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    Definition Classes
    CognitiveServicesBaseWithoutHandler → PipelineStage

  130. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  131. val uid: String

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    Definition Classes
    DetectFace → CognitiveServicesBaseWithoutHandler → Identifiable

  132. val url: Param[String]

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    Definition Classes
    HasURL

  133. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  134. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  135. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  136. def write: MLWriter

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasInternalJsonOutputParser

Inherited from HasCognitiveServiceInput

Inherited from HasImageUrl

Inherited from CognitiveServicesBase

Inherited from HasHandler

Inherited from CognitiveServicesBaseWithoutHandler

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