Class/Object

com.microsoft.ml.spark

KeyPhraseExtractor

Related Docs: object KeyPhraseExtractor | package spark

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class KeyPhraseExtractor extends TextAnalyticsBase

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Inherited
  1. KeyPhraseExtractor
  2. TextAnalyticsBase
  3. HasInternalJsonOutputParser
  4. HasCognitiveServiceInput
  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 KeyPhraseExtractor()

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  2. new KeyPhraseExtractor(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[_]): KeyPhraseExtractor.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. final def eq(arg0: AnyRef): Boolean

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

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

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

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    Definition Classes
    Params
  17. def explainParams(): String

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

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

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    Definition Classes
    Params
  20. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any
  23. def getConcurrency: Int

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    Definition Classes
    HTTPParams
  24. def getConcurrentTimeout: Double

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

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    Definition Classes
    Params
  26. def getErrorCol: String

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    Definition Classes
    HasErrorCol
  27. def getHandler: HandlerFunc

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

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

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

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

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    Definition Classes
    Params
  32. def getOutputCol: String

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

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

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

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

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    Definition Classes
    HasServiceParams
  37. def getSubscriptionKey: String

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    Definition Classes
    HasSubscriptionKey
  38. def getSubscriptionKeyCol: String

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    Definition Classes
    HasSubscriptionKey
  39. def getUrl: String

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

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

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

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasServiceParams
  49. val handler: UDFParam

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

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

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

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    Definition Classes
    Params
  53. def hashCode(): Int

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  56. def innerResponseDataType: StructType

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

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

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

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

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    Definition Classes
    Params
  61. def isTraceEnabled(): Boolean

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

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    Definition Classes
    TextAnalyticsBase
  63. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  70. def logName: String

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

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

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

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

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

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

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

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

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    The name of the output column

    The name of the output column

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

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

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

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

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    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  83. def responseDataType: StructType

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  84. def save(path: String): Unit

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

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

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

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    Definition Classes
    Params
  88. def setConcurrency(value: Int): KeyPhraseExtractor.this.type

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    Definition Classes
    HTTPParams
  89. def setConcurrentTimeout(value: Double): KeyPhraseExtractor.this.type

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

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

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    Attributes
    protected
    Definition Classes
    Params
  92. def setDefaultLanguage(v: String): KeyPhraseExtractor.this.type

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

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

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    Definition Classes
    HasServiceParams
  95. def setErrorCol(v: String): KeyPhraseExtractor.this.type

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    Definition Classes
    HasErrorCol
  96. def setHandler(v: HandlerFunc): KeyPhraseExtractor.this.type

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    Definition Classes
    HasHandler
  97. def setLanguage(v: String): KeyPhraseExtractor.this.type

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

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    Definition Classes
    TextAnalyticsBase
  99. def setLanguageCol(v: String): KeyPhraseExtractor.this.type

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    Definition Classes
    TextAnalyticsBase
  100. def setLocation(v: String): KeyPhraseExtractor.this.type

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  101. def setOutputCol(value: String): KeyPhraseExtractor.this.type

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

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

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    Definition Classes
    HasServiceParams
  104. def setSubscriptionKey(v: String): KeyPhraseExtractor.this.type

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    Definition Classes
    HasSubscriptionKey
  105. def setSubscriptionKeyCol(v: String): KeyPhraseExtractor.this.type

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    Definition Classes
    HasSubscriptionKey
  106. def setText(v: String): KeyPhraseExtractor.this.type

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

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    Definition Classes
    TextAnalyticsBase
  108. def setTextCol(v: String): KeyPhraseExtractor.this.type

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    Definition Classes
    TextAnalyticsBase
  109. def setUrl(value: String): KeyPhraseExtractor.this.type

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    Definition Classes
    HasURL
  110. def setVectorParam(name: String, value: String): KeyPhraseExtractor.this.type

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

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

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

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

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

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    Definition Classes
    TextAnalyticsBase
  116. def toString(): String

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

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

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

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

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

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

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  123. val url: Param[String]

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

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

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

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

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from TextAnalyticsBase

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 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