Class/Object

com.microsoft.ml.spark.cognitive

NER

Related Docs: object NER | package cognitive

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class NER extends TextAnalyticsBase

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Inherited
  1. NER
  2. TextAnalyticsBase
  3. HasSetLocation
  4. HasInternalJsonOutputParser
  5. HasCognitiveServiceInput
  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
  2. All

Instance Constructors

  1. new NER()

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  2. new NER(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[_]): NER.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 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
    TextAnalyticsBaseCognitiveServicesBaseWithoutHandler
  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 innerResponseDataType: StructType

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

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    Attributes
    protected
    Definition Classes
    TextAnalyticsBaseHasCognitiveServiceInput
  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. val language: ServiceParam[Seq[String]]

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    Definition Classes
    TextAnalyticsBase
  67. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  74. def logName: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  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. def prepareEntity: (Row) ⇒ Option[AbstractHttpEntity]

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    Attributes
    protected
    Definition Classes
    TextAnalyticsBaseHasCognitiveServiceInput
  85. def prepareMethod(): HttpRequestBase

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

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  87. def responseDataType: StructType

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  88. def save(path: String): Unit

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

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

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

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    Definition Classes
    Params
  92. def setConcurrency(value: Int): NER.this.type

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    Definition Classes
    HTTPParams
  93. def setConcurrentTimeout(value: Double): NER.this.type

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

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

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    Attributes
    protected
    Definition Classes
    Params
  96. def setDefaultLanguage(v: String): NER.this.type

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    Definition Classes
    TextAnalyticsBase
  97. def setDefaultValue[T](p: ServiceParam[T], value: Option[T]): NER.this.type

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

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

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    Definition Classes
    HasErrorCol
  100. def setHandler(v: HandlerFunc): NER.this.type

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    Definition Classes
    HasHandler
  101. def setLanguage(v: String): NER.this.type

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    Definition Classes
    TextAnalyticsBase
  102. def setLanguage(v: Seq[String]): NER.this.type

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    Definition Classes
    TextAnalyticsBase
  103. def setLanguageCol(v: String): NER.this.type

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    Definition Classes
    TextAnalyticsBase
  104. def setLocation(v: String): NER.this.type

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    Definition Classes
    NERHasSetLocation
  105. def setOutputCol(value: String): NER.this.type

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    Definition Classes
    HasOutputCol
  106. def setScalarParam[T](name: String, value: T): NER.this.type

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

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    Definition Classes
    HasServiceParams
  108. def setSubscriptionKey(v: String): NER.this.type

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    Definition Classes
    HasSubscriptionKey
  109. def setSubscriptionKeyCol(v: String): NER.this.type

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    Definition Classes
    HasSubscriptionKey
  110. def setText(v: String): NER.this.type

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    Definition Classes
    TextAnalyticsBase
  111. def setText(v: Seq[String]): NER.this.type

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    Definition Classes
    TextAnalyticsBase
  112. def setTextCol(v: String): NER.this.type

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    Definition Classes
    TextAnalyticsBase
  113. def setTimeout(value: Double): NER.this.type

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    Definition Classes
    HTTPParams
  114. def setUrl(value: String): NER.this.type

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    Definition Classes
    HasURL
  115. def setVectorParam(name: String, value: String): NER.this.type

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

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

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

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    Definition Classes
    HasSubscriptionKey
  119. val subscriptionKeyHeaderName: String

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

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    Definition Classes
    AnyRef
  121. val text: ServiceParam[Seq[String]]

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    Definition Classes
    TextAnalyticsBase
  122. val timeout: Param[Double]

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    Definition Classes
    HTTPParams
  123. def toString(): String

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

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

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

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

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

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

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    Definition Classes
    NERTextAnalyticsBaseCognitiveServicesBaseWithoutHandler → Identifiable
  130. val url: Param[String]

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

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

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

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

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from TextAnalyticsBase

Inherited from HasSetLocation

Inherited from HasCognitiveServiceInput

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