class OpenAIChatCompletion extends CognitiveServicesBase with HasOpenAITextParams with HasCognitiveServiceInput with HasInternalJsonOutputParser with SynapseMLLogging

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  2. By Inheritance
Inherited
  1. OpenAIChatCompletion
  2. HasInternalJsonOutputParser
  3. HasCognitiveServiceInput
  4. HasOpenAITextParams
  5. HasOpenAISharedParams
  6. HasAPIVersion
  7. CognitiveServicesBase
  8. HasHandler
  9. CognitiveServicesBaseNoHandler
  10. SynapseMLLogging
  11. HasCustomCogServiceDomain
  12. HasUrlPath
  13. HasAADToken
  14. HasErrorCol
  15. HasSubscriptionKey
  16. HasServiceParams
  17. ComplexParamsWritable
  18. MLWritable
  19. HasURL
  20. HasOutputCol
  21. ConcurrencyParams
  22. Wrappable
  23. DotnetWrappable
  24. RWrappable
  25. PythonWrappable
  26. BaseWrappable
  27. Transformer
  28. PipelineStage
  29. Logging
  30. Params
  31. Serializable
  32. Serializable
  33. Identifiable
  34. AnyRef
  35. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new OpenAIChatCompletion()
  2. new OpenAIChatCompletion(uid: String)

Value Members

  1. val AADToken: ServiceParam[String]
    Definition Classes
    HasAADToken
  2. val apiVersion: ServiceParam[String]
    Definition Classes
    HasAPIVersion
  3. val bestOf: ServiceParam[Int]
    Definition Classes
    HasOpenAITextParams
  4. val cacheLevel: ServiceParam[Int]
    Definition Classes
    HasOpenAITextParams
  5. final def clear(param: Param[_]): OpenAIChatCompletion.this.type
    Definition Classes
    Params
  6. val concurrency: Param[Int]
    Definition Classes
    ConcurrencyParams
  7. val concurrentTimeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  8. def copy(extra: ParamMap): Transformer
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer → PipelineStage → Params
  9. val deploymentName: ServiceParam[String]
    Definition Classes
    HasOpenAISharedParams
  10. def dotnetAdditionalMethods: String
  11. val echo: ServiceParam[Boolean]
    Definition Classes
    HasOpenAITextParams
  12. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  13. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  14. def explainParams(): String
    Definition Classes
    Params
  15. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  16. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  17. val frequencyPenalty: ServiceParam[Double]
    Definition Classes
    HasOpenAITextParams
  18. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  19. def getAADToken: String
    Definition Classes
    HasAADToken
  20. def getAADTokenCol: String
    Definition Classes
    HasAADToken
  21. def getApiVersion: String
    Definition Classes
    HasAPIVersion
  22. def getApiVersionCol: String
    Definition Classes
    HasAPIVersion
  23. def getBestOf: Int
    Definition Classes
    HasOpenAITextParams
  24. def getBestOfCol: String
    Definition Classes
    HasOpenAITextParams
  25. def getCacheLevel: Int
    Definition Classes
    HasOpenAITextParams
  26. def getCacheLevelCol: String
    Definition Classes
    HasOpenAITextParams
  27. def getConcurrency: Int

    Definition Classes
    ConcurrencyParams
  28. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  29. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  30. def getDeploymentName: String
    Definition Classes
    HasOpenAISharedParams
  31. def getDeploymentNameCol: String
    Definition Classes
    HasOpenAISharedParams
  32. def getEcho: Boolean
    Definition Classes
    HasOpenAITextParams
  33. def getEchoCol: String
    Definition Classes
    HasOpenAITextParams
  34. def getErrorCol: String
    Definition Classes
    HasErrorCol
  35. def getFrequencyPenalty: Double
    Definition Classes
    HasOpenAITextParams
  36. def getFrequencyPenaltyCol: String
    Definition Classes
    HasOpenAITextParams
  37. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  38. def getLogProbs: Int
    Definition Classes
    HasOpenAITextParams
  39. def getLogProbsCol: String
    Definition Classes
    HasOpenAITextParams
  40. def getMaxTokens: Int
    Definition Classes
    HasOpenAITextParams
  41. def getMaxTokensCol: String
    Definition Classes
    HasOpenAITextParams
  42. def getMessagesCol: String
  43. def getN: Int
    Definition Classes
    HasOpenAITextParams
  44. def getNCol: String
    Definition Classes
    HasOpenAITextParams
  45. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  46. def getOutputCol: String

    Definition Classes
    HasOutputCol
  47. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  48. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  49. def getPresencePenalty: Double
    Definition Classes
    HasOpenAITextParams
  50. def getPresencePenaltyCol: String
    Definition Classes
    HasOpenAITextParams
  51. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  52. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  53. def getStop: String
    Definition Classes
    HasOpenAITextParams
  54. def getStopCol: String
    Definition Classes
    HasOpenAITextParams
  55. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  56. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  57. def getTemperature: Double
    Definition Classes
    HasOpenAITextParams
  58. def getTemperatureCol: String
    Definition Classes
    HasOpenAITextParams
  59. def getTimeout: Double

    Definition Classes
    ConcurrencyParams
  60. def getTopP: Double
    Definition Classes
    HasOpenAITextParams
  61. def getTopPCol: String
    Definition Classes
    HasOpenAITextParams
  62. def getUrl: String

    Definition Classes
    HasCognitiveServiceInputHasURL
  63. def getUser: String
    Definition Classes
    HasOpenAISharedParams
  64. def getUserCol: String
    Definition Classes
    HasOpenAISharedParams
  65. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  66. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  67. val handler: UDFParam
    Definition Classes
    HasHandler
  68. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    HasHandler
  69. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  70. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  71. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  72. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  73. def logClass(): Unit
    Definition Classes
    SynapseMLLogging
  74. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  75. val logProbs: ServiceParam[Int]
    Definition Classes
    HasOpenAITextParams
  76. def logTrain[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  77. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  78. def logVerb[T](verb: String, f: ⇒ T, columns: Int = -1): T
    Definition Classes
    SynapseMLLogging
  79. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  80. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  81. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  82. val maxTokens: ServiceParam[Int]
    Definition Classes
    HasOpenAITextParams
  83. val messagesCol: Param[String]
  84. val n: ServiceParam[Int]
    Definition Classes
    HasOpenAITextParams
  85. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  86. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  87. val presencePenalty: ServiceParam[Double]
    Definition Classes
    HasOpenAITextParams
  88. def pyAdditionalMethods: String
  89. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  90. def responseDataType: DataType
  91. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  92. final def set[T](param: Param[T], value: T): OpenAIChatCompletion.this.type
    Definition Classes
    Params
  93. def setAADToken(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasAADToken
  94. def setAADTokenCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasAADToken
  95. def setApiVersion(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasAPIVersion
  96. def setApiVersionCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasAPIVersion
  97. def setBestOf(v: Int): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  98. def setBestOfCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  99. def setCacheLevel(v: Int): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  100. def setCacheLevelCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  101. def setConcurrency(value: Int): OpenAIChatCompletion.this.type

    Definition Classes
    ConcurrencyParams
  102. def setConcurrentTimeout(value: Option[Double]): OpenAIChatCompletion.this.type
    Definition Classes
    ConcurrencyParams
  103. def setConcurrentTimeout(value: Double): OpenAIChatCompletion.this.type

    Definition Classes
    ConcurrencyParams
  104. def setCustomServiceName(v: String): OpenAIChatCompletion.this.type
  105. def setDefaultAADToken(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasAADToken
  106. def setDefaultInternalEndpoint(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasCustomCogServiceDomain
  107. def setDeploymentName(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAISharedParams
  108. def setDeploymentNameCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAISharedParams
  109. def setEcho(v: Boolean): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  110. def setEchoCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  111. def setEndpoint(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasCustomCogServiceDomain
  112. def setErrorCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasErrorCol
  113. def setFrequencyPenalty(v: Double): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  114. def setFrequencyPenaltyCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  115. def setHandler(v: UserDefinedFunction): OpenAIChatCompletion.this.type
    Definition Classes
    HasHandler
  116. def setHandler(v: HandlerFunc): OpenAIChatCompletion.this.type
    Definition Classes
    HasHandler
  117. def setLogProbs(v: Int): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  118. def setLogProbsCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  119. def setMaxTokens(v: Int): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  120. def setMaxTokensCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  121. def setMessagesCol(v: String): OpenAIChatCompletion.this.type
  122. def setN(v: Int): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  123. def setNCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  124. def setOutputCol(value: String): OpenAIChatCompletion.this.type

    Definition Classes
    HasOutputCol
  125. def setPresencePenalty(v: Double): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  126. def setPresencePenaltyCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  127. def setScalarParam[T](name: String, value: T): OpenAIChatCompletion.this.type
    Definition Classes
    HasServiceParams
  128. def setScalarParam[T](p: ServiceParam[T], value: T): OpenAIChatCompletion.this.type
    Definition Classes
    HasServiceParams
  129. def setStop(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  130. def setStopCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  131. def setSubscriptionKey(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasSubscriptionKey
  132. def setSubscriptionKeyCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasSubscriptionKey
  133. def setTemperature(v: Double): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  134. def setTemperatureCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  135. def setTimeout(value: Double): OpenAIChatCompletion.this.type

    Definition Classes
    ConcurrencyParams
  136. def setTopP(v: Double): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  137. def setTopPCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAITextParams
  138. def setUrl(value: String): OpenAIChatCompletion.this.type

    Definition Classes
    HasURL
  139. def setUser(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAISharedParams
  140. def setUserCol(v: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasOpenAISharedParams
  141. def setVectorParam(name: String, value: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasServiceParams
  142. def setVectorParam[T](p: ServiceParam[T], value: String): OpenAIChatCompletion.this.type
    Definition Classes
    HasServiceParams
  143. def shouldSkip(row: Row): Boolean
    Definition Classes
    OpenAIChatCompletionHasServiceParams
  144. val stop: ServiceParam[String]
    Definition Classes
    HasOpenAITextParams
  145. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  146. val subscriptionKeyHeaderName: String
  147. val temperature: ServiceParam[Double]
    Definition Classes
    HasOpenAITextParams
  148. val timeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  149. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  150. val topP: ServiceParam[Double]
    Definition Classes
    HasOpenAITextParams
  151. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer
  152. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  153. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  154. def transformSchema(schema: StructType): StructType
    Definition Classes
    CognitiveServicesBaseNoHandler → PipelineStage
  155. val uid: String
    Definition Classes
    OpenAIChatCompletionCognitiveServicesBaseNoHandlerSynapseMLLogging → Identifiable
  156. val url: Param[String]
    Definition Classes
    HasURL
  157. def urlPath: String
    Definition Classes
    OpenAIChatCompletionHasUrlPath
  158. val user: ServiceParam[String]
    Definition Classes
    HasOpenAISharedParams
  159. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable