abstract class OpenAIServicesBase extends CognitiveServicesBase with HasOpenAISharedParams with OpenAIFabricSetting

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

Instance Constructors

  1. new OpenAIServicesBase(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
  3. abstract def urlPath: String
    Definition Classes
    HasUrlPath

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. val AADToken: ServiceParam[String]
    Definition Classes
    HasAADToken
  6. val apiVersion: ServiceParam[String]
    Definition Classes
    HasAPIVersion
  7. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  8. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  9. final def clear(param: Param[_]): OpenAIServicesBase.this.type
    Definition Classes
    Params
  10. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  11. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  12. val concurrency: Param[Int]
    Definition Classes
    ConcurrencyParams
  13. val concurrentTimeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  14. def copy(extra: ParamMap): Transformer
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer → PipelineStage → Params
  15. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  17. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  18. val deploymentName: ServiceParam[String]
    Definition Classes
    HasOpenAISharedParams
  19. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  20. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  21. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  22. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  23. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  24. def explainParams(): String
    Definition Classes
    Params
  25. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  26. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  27. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  28. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  29. def getAADToken: String
    Definition Classes
    HasAADToken
  30. def getAADTokenCol: String
    Definition Classes
    HasAADToken
  31. def getApiVersion: String
    Definition Classes
    HasAPIVersion
  32. def getApiVersionCol: String
    Definition Classes
    HasAPIVersion
  33. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  34. def getConcurrency: Int

    Definition Classes
    ConcurrencyParams
  35. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  36. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  37. def getDeploymentName: String
    Definition Classes
    HasOpenAISharedParams
  38. def getDeploymentNameCol: String
    Definition Classes
    HasOpenAISharedParams
  39. def getErrorCol: String
    Definition Classes
    HasErrorCol
  40. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  41. def getInternalServiceType: String
    Definition Classes
    HasCustomCogServiceDomain
  42. def getInternalTransformer(schema: StructType): PipelineModel
    Attributes
    protected
    Definition Classes
    OpenAIServicesBase → CognitiveServicesBaseNoHandler
  43. def getModelStatus(modelName: String): Boolean
    Definition Classes
    OpenAIFabricSetting
  44. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  45. def getOutputCol: String

    Definition Classes
    HasOutputCol
  46. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  47. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  48. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  49. def getRequiredParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  50. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  51. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  52. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  53. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  54. def getTimeout: Double

    Definition Classes
    ConcurrencyParams
  55. def getUrl: String

    Definition Classes
    HasCustomCogServiceDomain → HasURL
  56. def getUrlParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  57. def getUser: String
    Definition Classes
    HasOpenAISharedParams
  58. def getUserCol: String
    Definition Classes
    HasOpenAISharedParams
  59. def getValue[T](row: Row, p: ServiceParam[T]): T
    Attributes
    protected
    Definition Classes
    HasServiceParams
  60. def getValueAny(row: Row, p: ServiceParam[_]): Any
    Attributes
    protected
    Definition Classes
    HasServiceParams
  61. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  62. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  63. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  64. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  65. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  66. def getVectorParamMap: Map[String, String]
    Attributes
    protected
    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. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  72. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  73. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  75. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  76. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  77. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  78. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  79. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  80. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  81. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  82. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  84. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  85. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  86. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  87. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  88. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  90. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  91. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  92. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  93. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  94. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  95. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  96. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  97. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  98. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  99. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  100. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  101. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  102. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  103. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  104. def pyAdditionalMethods: String
    Definition Classes
    HasCustomCogServiceDomain → PythonWrappable
  105. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  108. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  109. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  110. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  111. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  112. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  113. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  114. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  115. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  116. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  117. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  118. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  119. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  120. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  121. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  122. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  123. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  124. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  125. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  126. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  127. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  128. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  129. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  130. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  131. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  132. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  133. final def set(paramPair: ParamPair[_]): OpenAIServicesBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  134. final def set(param: String, value: Any): OpenAIServicesBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  135. final def set[T](param: Param[T], value: T): OpenAIServicesBase.this.type
    Definition Classes
    Params
  136. def setAADToken(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasAADToken
  137. def setAADTokenCol(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasAADToken
  138. def setApiVersion(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasAPIVersion
  139. def setApiVersionCol(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasAPIVersion
  140. def setConcurrency(value: Int): OpenAIServicesBase.this.type

    Definition Classes
    ConcurrencyParams
  141. def setConcurrentTimeout(value: Option[Double]): OpenAIServicesBase.this.type
    Definition Classes
    ConcurrencyParams
  142. def setConcurrentTimeout(value: Double): OpenAIServicesBase.this.type

    Definition Classes
    ConcurrencyParams
  143. def setCustomServiceName(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasCustomCogServiceDomain
  144. final def setDefault(paramPairs: ParamPair[_]*): OpenAIServicesBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  145. final def setDefault[T](param: Param[T], value: T): OpenAIServicesBase.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  146. def setDefaultAADToken(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasAADToken
  147. def setDefaultInternalEndpoint(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasCustomCogServiceDomain
  148. def setDeploymentName(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasOpenAISharedParams
  149. def setDeploymentNameCol(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasOpenAISharedParams
  150. def setEndpoint(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasCustomCogServiceDomain
  151. def setErrorCol(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasErrorCol
  152. def setHandler(v: UserDefinedFunction): OpenAIServicesBase.this.type
    Definition Classes
    HasHandler
  153. def setHandler(v: HandlerFunc): OpenAIServicesBase.this.type
    Definition Classes
    HasHandler
  154. def setOutputCol(value: String): OpenAIServicesBase.this.type

    Definition Classes
    HasOutputCol
  155. def setScalarParam[T](name: String, value: T): OpenAIServicesBase.this.type
    Definition Classes
    HasServiceParams
  156. def setScalarParam[T](p: ServiceParam[T], value: T): OpenAIServicesBase.this.type
    Definition Classes
    HasServiceParams
  157. def setSubscriptionKey(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasSubscriptionKey
  158. def setSubscriptionKeyCol(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasSubscriptionKey
  159. def setTimeout(value: Double): OpenAIServicesBase.this.type

    Definition Classes
    ConcurrencyParams
  160. def setUrl(value: String): OpenAIServicesBase.this.type

    Definition Classes
    HasURL
  161. def setUser(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasOpenAISharedParams
  162. def setUserCol(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasOpenAISharedParams
  163. def setVectorParam(name: String, value: String): OpenAIServicesBase.this.type
    Definition Classes
    HasServiceParams
  164. def setVectorParam[T](p: ServiceParam[T], value: String): OpenAIServicesBase.this.type
    Definition Classes
    HasServiceParams
  165. def shouldSkip(row: Row): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  166. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  167. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  168. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  169. val timeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  170. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  171. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer
  172. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  173. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  174. def transformSchema(schema: StructType): StructType
    Definition Classes
    CognitiveServicesBaseNoHandler → PipelineStage
  175. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  176. val uid: String
    Definition Classes
    OpenAIServicesBase → CognitiveServicesBaseNoHandler → SynapseMLLogging → Identifiable
  177. val url: Param[String]
    Definition Classes
    HasURL
  178. def usageGet(url: String, headers: Map[String, String]): JsValue
    Definition Classes
    RESTUtils
  179. def usagePost(url: String, body: String): JsValue
    Definition Classes
    OpenAIFabricSetting
  180. def usagePost(url: String, body: String, headers: Map[String, String]): JsValue
    Definition Classes
    RESTUtils
  181. val user: ServiceParam[String]
    Definition Classes
    HasOpenAISharedParams
  182. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  183. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  184. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  185. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from OpenAIFabricSetting

Inherited from RESTUtils

Inherited from HasOpenAISharedParams

Inherited from HasAPIVersion

Inherited from CognitiveServicesBase

Inherited from HasHandler

Inherited from CognitiveServicesBaseNoHandler

Inherited from SynapseMLLogging

Inherited from HasCustomCogServiceDomain

Inherited from HasUrlPath

Inherited from HasAADToken

Inherited from HasErrorCol

Inherited from HasSubscriptionKey

Inherited from HasServiceParams

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasURL

Inherited from HasOutputCol

Inherited from ConcurrencyParams

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