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. HasGlobalParams
  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. RWrappable
  24. PythonWrappable
  25. BaseWrappable
  26. Transformer
  27. PipelineStage
  28. Logging
  29. Params
  30. Serializable
  31. Serializable
  32. Identifiable
  33. AnyRef
  34. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new OpenAIServicesBase(uid: String)

Abstract Value Members

  1. abstract def urlPath: String
    Definition Classes
    HasUrlPath

Concrete Value Members

  1. val AADToken: ServiceParam[String]
    Definition Classes
    HasAADToken
  2. val apiVersion: ServiceParam[String]
    Definition Classes
    HasAPIVersion
  3. final def clear(param: Param[_]): OpenAIServicesBase.this.type
    Definition Classes
    Params
  4. val concurrency: Param[Int]
    Definition Classes
    ConcurrencyParams
  5. val concurrentTimeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  6. def copy(extra: ParamMap): Transformer
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer → PipelineStage → Params
  7. val deploymentName: ServiceParam[String]
    Definition Classes
    HasOpenAISharedParams
  8. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  9. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  10. def explainParams(): String
    Definition Classes
    Params
  11. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  12. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  13. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  14. def getAADToken: String
    Definition Classes
    HasAADToken
  15. def getAADTokenCol: String
    Definition Classes
    HasAADToken
  16. def getApiVersion: String
    Definition Classes
    HasAPIVersion
  17. def getApiVersionCol: String
    Definition Classes
    HasAPIVersion
  18. def getConcurrency: Int

    Definition Classes
    ConcurrencyParams
  19. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  20. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  21. def getDeploymentName: String
    Definition Classes
    HasOpenAISharedParams
  22. def getDeploymentNameCol: String
    Definition Classes
    HasOpenAISharedParams
  23. def getErrorCol: String
    Definition Classes
    HasErrorCol
  24. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  25. def getInternalServiceType: String
    Definition Classes
    HasCustomCogServiceDomain
  26. def getModelStatus(modelName: String): Boolean
    Definition Classes
    OpenAIFabricSetting
  27. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  28. def getOutputCol: String

    Definition Classes
    HasOutputCol
  29. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  30. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  31. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  32. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  33. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  34. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  35. def getTimeout: Double

    Definition Classes
    ConcurrencyParams
  36. def getUrl: String

    Definition Classes
    HasCustomCogServiceDomain → HasURL
  37. def getUser: String
    Definition Classes
    HasOpenAISharedParams
  38. def getUserCol: String
    Definition Classes
    HasOpenAISharedParams
  39. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  40. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  41. val handler: UDFParam
    Definition Classes
    HasHandler
  42. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    HasHandler
  43. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  44. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  45. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  46. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  47. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  48. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  49. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  50. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  51. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  52. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  53. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  54. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  55. def pyAdditionalMethods: String
    Definition Classes
    HasCustomCogServiceDomain → PythonWrappable
  56. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  57. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  58. final def set[T](param: Param[T], value: T): OpenAIServicesBase.this.type
    Definition Classes
    Params
  59. def setAADToken(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasAADToken
  60. def setAADTokenCol(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasAADToken
  61. def setApiVersion(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasAPIVersion
  62. def setApiVersionCol(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasAPIVersion
  63. def setConcurrency(value: Int): OpenAIServicesBase.this.type

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

    Definition Classes
    ConcurrencyParams
  66. def setCustomServiceName(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasCustomCogServiceDomain
  67. def setDefaultAADToken(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasAADToken
  68. def setDefaultInternalEndpoint(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasCustomCogServiceDomain
  69. def setDeploymentName(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasOpenAISharedParams
  70. def setDeploymentNameCol(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasOpenAISharedParams
  71. def setEndpoint(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasCustomCogServiceDomain
  72. def setErrorCol(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasErrorCol
  73. def setHandler(v: UserDefinedFunction): OpenAIServicesBase.this.type
    Definition Classes
    HasHandler
  74. def setHandler(v: HandlerFunc): OpenAIServicesBase.this.type
    Definition Classes
    HasHandler
  75. def setOutputCol(value: String): OpenAIServicesBase.this.type

    Definition Classes
    HasOutputCol
  76. def setScalarParam[T](name: String, value: T): OpenAIServicesBase.this.type
    Definition Classes
    HasServiceParams
  77. def setScalarParam[T](p: ServiceParam[T], value: T): OpenAIServicesBase.this.type
    Definition Classes
    HasServiceParams
  78. def setSubscriptionKey(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasSubscriptionKey
  79. def setSubscriptionKeyCol(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasSubscriptionKey
  80. def setTimeout(value: Double): OpenAIServicesBase.this.type

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

    Definition Classes
    HasURL
  82. def setUser(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasOpenAISharedParams
  83. def setUserCol(v: String): OpenAIServicesBase.this.type
    Definition Classes
    HasOpenAISharedParams
  84. def setVectorParam(name: String, value: String): OpenAIServicesBase.this.type
    Definition Classes
    HasServiceParams
  85. def setVectorParam[T](p: ServiceParam[T], value: String): OpenAIServicesBase.this.type
    Definition Classes
    HasServiceParams
  86. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  87. val timeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  88. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  89. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer
  90. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  91. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  92. def transformSchema(schema: StructType): StructType
    Definition Classes
    CognitiveServicesBaseNoHandler → PipelineStage
  93. val uid: String
    Definition Classes
    OpenAIServicesBase → CognitiveServicesBaseNoHandler → SynapseMLLogging → Identifiable
  94. val url: Param[String]
    Definition Classes
    HasURL
  95. def usageGet(url: String, headers: Map[String, String]): JsValue
    Definition Classes
    RESTUtils
  96. def usagePost(url: String, body: String): JsValue
    Definition Classes
    OpenAIFabricSetting
  97. def usagePost(url: String, body: String, headers: Map[String, String]): JsValue
    Definition Classes
    RESTUtils
  98. val user: ServiceParam[String]
    Definition Classes
    HasOpenAISharedParams
  99. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable