Packages

c

com.microsoft.azure.synapse.ml.cognitive

CognitiveServicesBase

abstract class CognitiveServicesBase extends CognitiveServicesBaseNoHandler with HasHandler

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  1. Alphabetic
  2. By Inheritance
Inherited
  1. CognitiveServicesBase
  2. HasHandler
  3. CognitiveServicesBaseNoHandler
  4. BasicLogging
  5. HasErrorCol
  6. HasSubscriptionKey
  7. HasServiceParams
  8. ComplexParamsWritable
  9. MLWritable
  10. HasURL
  11. HasOutputCol
  12. HTTPParams
  13. Wrappable
  14. RWrappable
  15. PythonWrappable
  16. BaseWrappable
  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 CognitiveServicesBase(uid: String)

Abstract Value Members

  1. abstract def getInternalInputParser(schema: StructType): HTTPInputParser
    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseNoHandler
  2. abstract def getInternalOutputParser(schema: StructType): HTTPOutputParser
    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseNoHandler

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  7. final def clear(param: Param[_]): CognitiveServicesBase.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  10. val concurrency: Param[Int]
    Definition Classes
    HTTPParams
  11. val concurrentTimeout: Param[Double]
    Definition Classes
    HTTPParams
  12. def copy(extra: ParamMap): Transformer
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer → PipelineStage → Params
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  15. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  17. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  18. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  19. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  20. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  21. def explainParams(): String
    Definition Classes
    Params
  22. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  23. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  24. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  25. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  26. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  27. def getConcurrency: Int

    Definition Classes
    HTTPParams
  28. def getConcurrentTimeout: Double

    Definition Classes
    HTTPParams
  29. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  30. def getErrorCol: String
    Definition Classes
    HasErrorCol
  31. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  32. def getInternalTransformer(schema: StructType): PipelineModel
    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseNoHandler
  33. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  34. def getOutputCol: String

    Definition Classes
    HasOutputCol
  35. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  36. def getRequiredParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  37. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  38. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  39. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  40. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  41. def getTimeout: Double

    Definition Classes
    HTTPParams
  42. def getUrl: String

    Definition Classes
    HasURL
  43. def getUrlParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  44. def getValue[T](row: Row, p: ServiceParam[T]): T
    Attributes
    protected
    Definition Classes
    HasServiceParams
  45. def getValueAny(row: Row, p: ServiceParam[_]): Any
    Attributes
    protected
    Definition Classes
    HasServiceParams
  46. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  47. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  48. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  49. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  50. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  51. def getVectorParamMap: Map[String, String]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  52. val handler: UDFParam
    Definition Classes
    HasHandler
  53. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    CognitiveServicesBase → CognitiveServicesBaseNoHandler
  54. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  55. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  56. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  57. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  58. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  60. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  61. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  62. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  63. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  64. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  65. def logClass(): Unit
    Definition Classes
    BasicLogging
  66. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  71. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  72. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  73. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  75. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  76. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  77. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  78. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  79. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  80. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  81. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  82. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  84. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  85. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  86. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  87. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  88. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  89. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  90. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  91. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  95. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  97. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  101. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  108. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  109. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  110. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  111. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  112. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  113. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  114. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  115. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  116. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  117. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  118. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  119. final def set(paramPair: ParamPair[_]): CognitiveServicesBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  120. final def set(param: String, value: Any): CognitiveServicesBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  121. final def set[T](param: Param[T], value: T): CognitiveServicesBase.this.type
    Definition Classes
    Params
  122. def setConcurrency(value: Int): CognitiveServicesBase.this.type

    Definition Classes
    HTTPParams
  123. def setConcurrentTimeout(value: Option[Double]): CognitiveServicesBase.this.type
    Definition Classes
    HTTPParams
  124. def setConcurrentTimeout(value: Double): CognitiveServicesBase.this.type

    Definition Classes
    HTTPParams
  125. final def setDefault(paramPairs: ParamPair[_]*): CognitiveServicesBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  126. final def setDefault[T](param: Param[T], value: T): CognitiveServicesBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  127. def setErrorCol(v: String): CognitiveServicesBase.this.type
    Definition Classes
    HasErrorCol
  128. def setHandler(v: HandlerFunc): CognitiveServicesBase.this.type
    Definition Classes
    HasHandler
  129. def setOutputCol(value: String): CognitiveServicesBase.this.type

    Definition Classes
    HasOutputCol
  130. def setScalarParam[T](name: String, value: T): CognitiveServicesBase.this.type
    Definition Classes
    HasServiceParams
  131. def setScalarParam[T](p: ServiceParam[T], value: T): CognitiveServicesBase.this.type
    Definition Classes
    HasServiceParams
  132. def setSubscriptionKey(v: String): CognitiveServicesBase.this.type
    Definition Classes
    HasSubscriptionKey
  133. def setSubscriptionKeyCol(v: String): CognitiveServicesBase.this.type
    Definition Classes
    HasSubscriptionKey
  134. def setTimeout(value: Double): CognitiveServicesBase.this.type

    Definition Classes
    HTTPParams
  135. def setUrl(value: String): CognitiveServicesBase.this.type

    Definition Classes
    HasURL
  136. def setVectorParam(name: String, value: String): CognitiveServicesBase.this.type
    Definition Classes
    HasServiceParams
  137. def setVectorParam[T](p: ServiceParam[T], value: String): CognitiveServicesBase.this.type
    Definition Classes
    HasServiceParams
  138. def shouldSkip(row: Row): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  139. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  140. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  141. val timeout: Param[Double]
    Definition Classes
    HTTPParams
  142. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  143. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer
  144. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  145. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  146. def transformSchema(schema: StructType): StructType
    Definition Classes
    CognitiveServicesBaseNoHandler → PipelineStage
  147. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  148. val uid: String
    Definition Classes
    CognitiveServicesBaseNoHandler → BasicLogging → Identifiable
  149. val url: Param[String]
    Definition Classes
    HasURL
  150. val ver: String
    Definition Classes
    BasicLogging
  151. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  152. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  153. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  154. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasHandler

Inherited from CognitiveServicesBaseNoHandler

Inherited from BasicLogging

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 RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

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