class OpenAICompletion extends OpenAIServicesBase with HasOpenAITextParams with HasPromptInputs with HasCognitiveServiceInput with HasInternalJsonOutputParser with SynapseMLLogging

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

Instance Constructors

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

Value Members

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

    Definition Classes
    ConcurrencyParams
  33. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  34. def getCustomAuthHeader: String
    Definition Classes
    HasCustomAuthHeader
  35. def getCustomAuthHeaderCol: String
    Definition Classes
    HasCustomAuthHeader
  36. def getCustomHeaders: Map[String, String]
    Definition Classes
    HasCustomHeaders
  37. def getCustomUrlRoot: String
    Definition Classes
    HasCognitiveServiceInput
  38. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  39. def getDeploymentName: String
    Definition Classes
    HasOpenAISharedParams
  40. def getDeploymentNameCol: String
    Definition Classes
    HasOpenAISharedParams
  41. def getEcho: Boolean
    Definition Classes
    HasOpenAITextParams
  42. def getEchoCol: String
    Definition Classes
    HasOpenAITextParams
  43. def getErrorCol: String
    Definition Classes
    HasErrorCol
  44. def getFrequencyPenalty: Double
    Definition Classes
    HasOpenAITextParams
  45. def getFrequencyPenaltyCol: String
    Definition Classes
    HasOpenAITextParams
  46. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  47. def getInternalServiceType: String
    Definition Classes
    HasCustomCogServiceDomain
  48. def getLogProbs: Int
    Definition Classes
    HasOpenAITextParams
  49. def getLogProbsCol: String
    Definition Classes
    HasOpenAITextParams
  50. def getMaxTokens: Int
    Definition Classes
    HasOpenAITextParams
  51. def getMaxTokensCol: String
    Definition Classes
    HasOpenAITextParams
  52. def getModelStatus(modelName: String): Boolean
    Definition Classes
    OpenAIFabricSetting
  53. def getN: Int
    Definition Classes
    HasOpenAITextParams
  54. def getNCol: String
    Definition Classes
    HasOpenAITextParams
  55. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  56. def getOutputCol: String

    Definition Classes
    HasOutputCol
  57. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  58. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  59. def getPresencePenalty: Double
    Definition Classes
    HasOpenAITextParams
  60. def getPresencePenaltyCol: String
    Definition Classes
    HasOpenAITextParams
  61. def getPrompt: String
    Definition Classes
    HasPromptInputs
  62. def getPromptCol: String
    Definition Classes
    HasPromptInputs
  63. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  64. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  65. def getStop: String
    Definition Classes
    HasOpenAITextParams
  66. def getStopCol: String
    Definition Classes
    HasOpenAITextParams
  67. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  68. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  69. def getTemperature: Double
    Definition Classes
    HasOpenAITextParams
  70. def getTemperatureCol: String
    Definition Classes
    HasOpenAITextParams
  71. def getTimeout: Double

    Definition Classes
    ConcurrencyParams
  72. def getTopP: Double
    Definition Classes
    HasOpenAITextParams
  73. def getTopPCol: String
    Definition Classes
    HasOpenAITextParams
  74. def getUrl: String

    Definition Classes
    HasCognitiveServiceInputHasURL
  75. def getUser: String
    Definition Classes
    HasOpenAISharedParams
  76. def getUserCol: String
    Definition Classes
    HasOpenAISharedParams
  77. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  78. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  79. val handler: UDFParam
    Definition Classes
    HasHandler
  80. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    HasHandler
  81. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  82. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  83. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  84. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  85. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  86. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  87. val logProbs: ServiceParam[Int]
    Definition Classes
    HasOpenAITextParams
  88. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  89. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  90. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  91. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  92. val maxTokens: ServiceParam[Int]
    Definition Classes
    HasOpenAITextParams
  93. val n: ServiceParam[Int]
    Definition Classes
    HasOpenAITextParams
  94. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  95. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  96. val presencePenalty: ServiceParam[Double]
    Definition Classes
    HasOpenAITextParams
  97. val prompt: ServiceParam[String]
    Definition Classes
    HasPromptInputs
  98. def pyAdditionalMethods: String
  99. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  100. def responseDataType: DataType
  101. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  102. final def set[T](param: Param[T], value: T): OpenAICompletion.this.type
    Definition Classes
    Params
  103. def setAADToken(v: String): OpenAICompletion.this.type
    Definition Classes
    HasAADToken
  104. def setAADTokenCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasAADToken
  105. def setApiVersion(v: String): OpenAICompletion.this.type
    Definition Classes
    HasAPIVersion
  106. def setApiVersionCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasAPIVersion
  107. def setBatchPrompt(v: Seq[String]): OpenAICompletion.this.type
    Definition Classes
    HasPromptInputs
  108. def setBatchPromptCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasPromptInputs
  109. def setBestOf(v: Int): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  110. def setBestOfCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  111. def setCacheLevel(v: Int): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  112. def setCacheLevelCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  113. def setConcurrency(value: Int): OpenAICompletion.this.type

    Definition Classes
    ConcurrencyParams
  114. def setConcurrentTimeout(value: Option[Double]): OpenAICompletion.this.type
    Definition Classes
    ConcurrencyParams
  115. def setConcurrentTimeout(value: Double): OpenAICompletion.this.type

    Definition Classes
    ConcurrencyParams
  116. def setCustomAuthHeader(v: String): OpenAICompletion.this.type
    Definition Classes
    HasCustomAuthHeader
  117. def setCustomAuthHeaderCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasCustomAuthHeader
  118. def setCustomHeaders(v: HashMap[String, String]): OpenAICompletion.this.type
    Definition Classes
    HasCustomHeaders
  119. def setCustomHeaders(v: Map[String, String]): OpenAICompletion.this.type
    Definition Classes
    HasCustomHeaders
  120. def setCustomServiceName(v: String): OpenAICompletion.this.type
  121. def setCustomUrlRoot(v: String): OpenAICompletion.this.type
    Definition Classes
    HasCognitiveServiceInput
  122. def setDefaultAADToken(v: String): OpenAICompletion.this.type
    Definition Classes
    HasAADToken
  123. def setDefaultCustomAuthHeader(v: String): OpenAICompletion.this.type
    Definition Classes
    HasCustomAuthHeader
  124. def setDefaultInternalEndpoint(v: String): OpenAICompletion.this.type
    Definition Classes
    HasCustomCogServiceDomain
  125. def setDeploymentName(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAISharedParams
  126. def setDeploymentNameCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAISharedParams
  127. def setEcho(v: Boolean): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  128. def setEchoCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  129. def setEndpoint(v: String): OpenAICompletion.this.type
    Definition Classes
    HasCustomCogServiceDomain
  130. def setErrorCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasErrorCol
  131. def setFrequencyPenalty(v: Double): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  132. def setFrequencyPenaltyCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  133. def setHandler(v: UserDefinedFunction): OpenAICompletion.this.type
    Definition Classes
    HasHandler
  134. def setHandler(v: HandlerFunc): OpenAICompletion.this.type
    Definition Classes
    HasHandler
  135. def setLogProbs(v: Int): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  136. def setLogProbsCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  137. def setMaxTokens(v: Int): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  138. def setMaxTokensCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  139. def setN(v: Int): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  140. def setNCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  141. def setOutputCol(value: String): OpenAICompletion.this.type

    Definition Classes
    HasOutputCol
  142. def setPresencePenalty(v: Double): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  143. def setPresencePenaltyCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  144. def setPrompt(v: String): OpenAICompletion.this.type
    Definition Classes
    HasPromptInputs
  145. def setPromptCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasPromptInputs
  146. def setScalarParam[T](name: String, value: T): OpenAICompletion.this.type
    Definition Classes
    HasServiceParams
  147. def setScalarParam[T](p: ServiceParam[T], value: T): OpenAICompletion.this.type
    Definition Classes
    HasServiceParams
  148. def setStop(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  149. def setStopCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  150. def setSubscriptionKey(v: String): OpenAICompletion.this.type
    Definition Classes
    HasSubscriptionKey
  151. def setSubscriptionKeyCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasSubscriptionKey
  152. def setTemperature(v: Double): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  153. def setTemperatureCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  154. def setTimeout(value: Double): OpenAICompletion.this.type

    Definition Classes
    ConcurrencyParams
  155. def setTopP(v: Double): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  156. def setTopPCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAITextParams
  157. def setUrl(value: String): OpenAICompletion.this.type

    Definition Classes
    HasURL
  158. def setUser(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAISharedParams
  159. def setUserCol(v: String): OpenAICompletion.this.type
    Definition Classes
    HasOpenAISharedParams
  160. def setVectorParam(name: String, value: String): OpenAICompletion.this.type
    Definition Classes
    HasServiceParams
  161. def setVectorParam[T](p: ServiceParam[T], value: String): OpenAICompletion.this.type
    Definition Classes
    HasServiceParams
  162. def shouldSkip(row: Row): Boolean
    Definition Classes
    OpenAICompletionHasServiceParams
  163. val stop: ServiceParam[String]
    Definition Classes
    HasOpenAITextParams
  164. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  165. val subscriptionKeyHeaderName: String
  166. val temperature: ServiceParam[Double]
    Definition Classes
    HasOpenAITextParams
  167. val timeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  168. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  169. val topP: ServiceParam[Double]
    Definition Classes
    HasOpenAITextParams
  170. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer
  171. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  172. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  173. def transformSchema(schema: StructType): StructType
    Definition Classes
    CognitiveServicesBaseNoHandler → PipelineStage
  174. val uid: String
  175. val url: Param[String]
    Definition Classes
    HasURL
  176. def urlPath: String
    Definition Classes
    OpenAICompletionHasUrlPath
  177. def usageGet(url: String, headers: Map[String, String]): JsValue
    Definition Classes
    RESTUtils
  178. def usagePost(url: String, body: String): JsValue
    Definition Classes
    OpenAIFabricSetting
  179. def usagePost(url: String, body: String, headers: Map[String, String]): JsValue
    Definition Classes
    RESTUtils
  180. val user: ServiceParam[String]
    Definition Classes
    HasOpenAISharedParams
  181. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable