class OpenAIPrompt extends Transformer with HasOpenAITextParamsExtended with HasMessagesInput with HasErrorCol with HasOutputCol with HasURL with HasCustomCogServiceDomain with ConcurrencyParams with HasSubscriptionKey with HasAADToken with HasCustomAuthHeader with HasCognitiveServiceInput with ComplexParamsWritable with SynapseMLLogging with HasGlobalParams
Linear Supertypes
Ordering
- Alphabetic
- By Inheritance
Inherited
- OpenAIPrompt
- HasGlobalParams
- ComplexParamsWritable
- MLWritable
- HasCognitiveServiceInput
- SynapseMLLogging
- HasCustomHeaders
- HasCustomAuthHeader
- HasAADToken
- HasSubscriptionKey
- ConcurrencyParams
- HasCustomCogServiceDomain
- HasUrlPath
- Wrappable
- RWrappable
- PythonWrappable
- BaseWrappable
- HasURL
- HasOutputCol
- HasErrorCol
- HasMessagesInput
- HasOpenAITextParamsExtended
- HasOpenAITextParams
- HasOpenAISharedParams
- HasAPIVersion
- HasServiceParams
- Transformer
- PipelineStage
- Logging
- Params
- Serializable
- Serializable
- Identifiable
- AnyRef
- Any
- Hide All
- Show All
Visibility
- Public
- All
Value Members
-
val
AADToken: ServiceParam[String]
- Definition Classes
- HasAADToken
-
val
CustomAuthHeader: ServiceParam[String]
- Definition Classes
- HasCustomAuthHeader
-
val
apiVersion: ServiceParam[String]
- Definition Classes
- HasAPIVersion
-
val
bestOf: ServiceParam[Int]
- Definition Classes
- HasOpenAITextParams
-
val
cacheLevel: ServiceParam[Int]
- Definition Classes
- HasOpenAITextParams
-
final
def
clear(param: Param[_]): OpenAIPrompt.this.type
- Definition Classes
- Params
-
val
concurrency: Param[Int]
- Definition Classes
- ConcurrencyParams
-
val
concurrentTimeout: Param[Double]
- Definition Classes
- ConcurrencyParams
-
def
copy(extra: ParamMap): Transformer
- Definition Classes
- OpenAIPrompt → Transformer → PipelineStage → Params
-
val
customHeaders: ServiceParam[Map[String, String]]
- Definition Classes
- HasCustomHeaders
-
val
customUrlRoot: Param[String]
- Definition Classes
- HasCognitiveServiceInput
-
val
deploymentName: ServiceParam[String]
- Definition Classes
- HasOpenAISharedParams
- val dropPrompt: BooleanParam
-
val
echo: ServiceParam[Boolean]
- Definition Classes
- HasOpenAITextParams
-
val
errorCol: Param[String]
- Definition Classes
- HasErrorCol
-
def
explainParam(param: Param[_]): String
- Definition Classes
- Params
-
def
explainParams(): String
- Definition Classes
- Params
-
final
def
extractParamMap(): ParamMap
- Definition Classes
- Params
-
final
def
extractParamMap(extra: ParamMap): ParamMap
- Definition Classes
- Params
-
val
frequencyPenalty: ServiceParam[Double]
- Definition Classes
- HasOpenAITextParams
-
final
def
get[T](param: Param[T]): Option[T]
- Definition Classes
- Params
-
def
getAADToken: String
- Definition Classes
- HasAADToken
-
def
getAADTokenCol: String
- Definition Classes
- HasAADToken
-
def
getApiVersion: String
- Definition Classes
- HasAPIVersion
-
def
getApiVersionCol: String
- Definition Classes
- HasAPIVersion
-
def
getBestOf: Int
- Definition Classes
- HasOpenAITextParams
-
def
getBestOfCol: String
- Definition Classes
- HasOpenAITextParams
-
def
getCacheLevel: Int
- Definition Classes
- HasOpenAITextParams
-
def
getCacheLevelCol: String
- Definition Classes
- HasOpenAITextParams
-
def
getConcurrency: Int
- Definition Classes
- ConcurrencyParams
-
def
getConcurrentTimeout: Double
- Definition Classes
- ConcurrencyParams
-
def
getCustomAuthHeader: String
- Definition Classes
- HasCustomAuthHeader
-
def
getCustomAuthHeaderCol: String
- Definition Classes
- HasCustomAuthHeader
-
def
getCustomHeaders: Map[String, String]
- Definition Classes
- HasCustomHeaders
-
def
getCustomUrlRoot: String
- Definition Classes
- HasCognitiveServiceInput
-
final
def
getDefault[T](param: Param[T]): Option[T]
- Definition Classes
- Params
-
def
getDeploymentName: String
- Definition Classes
- HasOpenAISharedParams
-
def
getDeploymentNameCol: String
- Definition Classes
- HasOpenAISharedParams
- def getDropPrompt: Boolean
-
def
getEcho: Boolean
- Definition Classes
- HasOpenAITextParams
-
def
getEchoCol: String
- Definition Classes
- HasOpenAITextParams
-
def
getErrorCol: String
- Definition Classes
- HasErrorCol
-
def
getFrequencyPenalty: Double
- Definition Classes
- HasOpenAITextParams
-
def
getFrequencyPenaltyCol: String
- Definition Classes
- HasOpenAITextParams
-
def
getInternalServiceType: String
- Definition Classes
- HasCustomCogServiceDomain
-
def
getLogProbs: Int
- Definition Classes
- HasOpenAITextParams
-
def
getLogProbsCol: String
- Definition Classes
- HasOpenAITextParams
-
def
getMaxTokens: Int
- Definition Classes
- HasOpenAITextParams
-
def
getMaxTokensCol: String
- Definition Classes
- HasOpenAITextParams
-
def
getMessagesCol: String
- Definition Classes
- HasMessagesInput
-
def
getN: Int
- Definition Classes
- HasOpenAITextParams
-
def
getNCol: String
- Definition Classes
- HasOpenAITextParams
-
final
def
getOrDefault[T](param: Param[T]): T
- Definition Classes
- Params
-
def
getOutputCol: String
- Definition Classes
- HasOutputCol
-
def
getParam(paramName: String): Param[Any]
- Definition Classes
- Params
-
def
getParamInfo(p: Param[_]): ParamInfo[_]
- Definition Classes
- BaseWrappable
- def getPostProcessing: String
- def getPostProcessingOptions: Map[String, String]
-
def
getPresencePenalty: Double
- Definition Classes
- HasOpenAITextParams
-
def
getPresencePenaltyCol: String
- Definition Classes
- HasOpenAITextParams
- def getPromptTemplate: String
-
def
getResponseFormat: Map[String, String]
- Definition Classes
- HasOpenAITextParamsExtended
-
def
getScalarParam[T](name: String): T
- Definition Classes
- HasServiceParams
-
def
getScalarParam[T](p: ServiceParam[T]): T
- Definition Classes
- HasServiceParams
-
def
getStop: String
- Definition Classes
- HasOpenAITextParams
-
def
getStopCol: String
- Definition Classes
- HasOpenAITextParams
-
def
getSubscriptionKey: String
- Definition Classes
- HasSubscriptionKey
-
def
getSubscriptionKeyCol: String
- Definition Classes
- HasSubscriptionKey
- def getSystemPrompt: String
-
def
getTemperature: Double
- Definition Classes
- HasOpenAITextParams
-
def
getTemperatureCol: String
- Definition Classes
- HasOpenAITextParams
-
def
getTimeout: Double
- Definition Classes
- ConcurrencyParams
-
def
getTopP: Double
- Definition Classes
- HasOpenAITextParams
-
def
getTopPCol: String
- Definition Classes
- HasOpenAITextParams
-
def
getUrl: String
- Definition Classes
- HasCognitiveServiceInput → HasURL
-
def
getUser: String
- Definition Classes
- HasOpenAISharedParams
-
def
getUserCol: String
- Definition Classes
- HasOpenAISharedParams
-
def
getVectorParam(name: String): String
- Definition Classes
- HasServiceParams
-
def
getVectorParam(p: ServiceParam[_]): String
- Definition Classes
- HasServiceParams
-
final
def
hasDefault[T](param: Param[T]): Boolean
- Definition Classes
- Params
-
def
hasParam(paramName: String): Boolean
- Definition Classes
- Params
-
final
def
isDefined(param: Param[_]): Boolean
- Definition Classes
- Params
-
final
def
isSet(param: Param[_]): Boolean
- Definition Classes
- Params
-
def
logClass(featureName: String): Unit
- Definition Classes
- SynapseMLLogging
-
def
logFit[T](f: ⇒ T, columns: Int): T
- Definition Classes
- SynapseMLLogging
-
val
logProbs: ServiceParam[Int]
- Definition Classes
- HasOpenAITextParams
-
def
logTransform[T](f: ⇒ T, columns: Int): T
- Definition Classes
- SynapseMLLogging
-
def
logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
- Definition Classes
- SynapseMLLogging
-
def
makePyFile(conf: CodegenConfig): Unit
- Definition Classes
- PythonWrappable
-
def
makeRFile(conf: CodegenConfig): Unit
- Definition Classes
- RWrappable
-
val
maxTokens: ServiceParam[Int]
- Definition Classes
- HasOpenAITextParams
-
val
messagesCol: Param[String]
- Definition Classes
- HasMessagesInput
-
val
n: ServiceParam[Int]
- Definition Classes
- HasOpenAITextParams
-
val
outputCol: Param[String]
The name of the output column
The name of the output column
- Definition Classes
- HasOutputCol
-
lazy val
params: Array[Param[_]]
- Definition Classes
- Params
- val postProcessing: Param[String]
- val postProcessingOptions: StringStringMapParam
-
val
presencePenalty: ServiceParam[Double]
- Definition Classes
- HasOpenAITextParams
- val promptTemplate: Param[String]
-
def
pyAdditionalMethods: String
- Definition Classes
- HasCustomCogServiceDomain → PythonWrappable
-
def
pyInitFunc(): String
- Definition Classes
- PythonWrappable
-
val
responseFormat: ServiceParam[Map[String, String]]
- Definition Classes
- HasOpenAITextParamsExtended
-
def
save(path: String): Unit
- Definition Classes
- MLWritable
- Annotations
- @Since( "1.6.0" ) @throws( ... )
-
final
def
set[T](param: Param[T], value: T): OpenAIPrompt.this.type
- Definition Classes
- Params
-
def
setAADToken(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasAADToken
-
def
setAADTokenCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasAADToken
-
def
setApiVersion(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasAPIVersion
-
def
setApiVersionCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasAPIVersion
-
def
setBestOf(v: Int): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setBestOfCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setCacheLevel(v: Int): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setCacheLevelCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setConcurrency(value: Int): OpenAIPrompt.this.type
- Definition Classes
- ConcurrencyParams
-
def
setConcurrentTimeout(value: Option[Double]): OpenAIPrompt.this.type
- Definition Classes
- ConcurrencyParams
-
def
setConcurrentTimeout(value: Double): OpenAIPrompt.this.type
- Definition Classes
- ConcurrencyParams
-
def
setCustomAuthHeader(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasCustomAuthHeader
-
def
setCustomAuthHeaderCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasCustomAuthHeader
-
def
setCustomHeaders(v: HashMap[String, String]): OpenAIPrompt.this.type
- Definition Classes
- HasCustomHeaders
-
def
setCustomHeaders(v: Map[String, String]): OpenAIPrompt.this.type
- Definition Classes
- HasCustomHeaders
-
def
setCustomServiceName(v: String): OpenAIPrompt.this.type
- Definition Classes
- OpenAIPrompt → HasCustomCogServiceDomain
-
def
setCustomUrlRoot(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasCognitiveServiceInput
-
def
setDefaultAADToken(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasAADToken
-
def
setDefaultCustomAuthHeader(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasCustomAuthHeader
-
def
setDefaultInternalEndpoint(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasCustomCogServiceDomain
-
def
setDeploymentName(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAISharedParams
-
def
setDeploymentNameCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAISharedParams
- def setDropPrompt(value: Boolean): OpenAIPrompt.this.type
-
def
setEcho(v: Boolean): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setEchoCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setEndpoint(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasCustomCogServiceDomain
-
def
setErrorCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasErrorCol
-
def
setFrequencyPenalty(v: Double): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setFrequencyPenaltyCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setLogProbs(v: Int): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setLogProbsCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setMaxTokens(v: Int): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setMaxTokensCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setMessagesCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasMessagesInput
-
def
setN(v: Int): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setNCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setOutputCol(value: String): OpenAIPrompt.this.type
- Definition Classes
- HasOutputCol
- def setPostProcessing(value: String): OpenAIPrompt.this.type
- def setPostProcessingOptions(v: HashMap[String, String]): OpenAIPrompt.this.type
- def setPostProcessingOptions(value: Map[String, String]): OpenAIPrompt.this.type
-
def
setPresencePenalty(v: Double): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setPresencePenaltyCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
- def setPromptTemplate(value: String): OpenAIPrompt.this.type
-
def
setResponseFormat(value: ResponseFormat): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParamsExtended
-
def
setResponseFormat(value: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParamsExtended
-
def
setResponseFormat(value: Map[String, String]): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParamsExtended
-
def
setScalarParam[T](name: String, value: T): OpenAIPrompt.this.type
- Definition Classes
- HasServiceParams
-
def
setScalarParam[T](p: ServiceParam[T], value: T): OpenAIPrompt.this.type
- Definition Classes
- HasServiceParams
-
def
setStop(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setStopCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setSubscriptionKey(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasSubscriptionKey
-
def
setSubscriptionKeyCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasSubscriptionKey
- def setSystemPrompt(value: String): OpenAIPrompt.this.type
-
def
setTemperature(v: Double): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setTemperatureCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setTimeout(value: Double): OpenAIPrompt.this.type
- Definition Classes
- ConcurrencyParams
-
def
setTopP(v: Double): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setTopPCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAITextParams
-
def
setUrl(value: String): OpenAIPrompt.this.type
- Definition Classes
- HasURL
-
def
setUser(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAISharedParams
-
def
setUserCol(v: String): OpenAIPrompt.this.type
- Definition Classes
- HasOpenAISharedParams
-
def
setVectorParam(name: String, value: String): OpenAIPrompt.this.type
- Definition Classes
- HasServiceParams
-
def
setVectorParam[T](p: ServiceParam[T], value: String): OpenAIPrompt.this.type
- Definition Classes
- HasServiceParams
-
val
stop: ServiceParam[String]
- Definition Classes
- HasOpenAITextParams
-
val
subscriptionKey: ServiceParam[String]
- Definition Classes
- HasSubscriptionKey
- val systemPrompt: Param[String]
-
val
temperature: ServiceParam[Double]
- Definition Classes
- HasOpenAITextParams
-
val
timeout: Param[Double]
- Definition Classes
- ConcurrencyParams
-
def
toString(): String
- Definition Classes
- Identifiable → AnyRef → Any
-
val
topP: ServiceParam[Double]
- Definition Classes
- HasOpenAITextParams
-
def
transform(dataset: Dataset[_]): DataFrame
- Definition Classes
- OpenAIPrompt → Transformer
-
def
transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
- Definition Classes
- Transformer
- Annotations
- @Since( "2.0.0" )
-
def
transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
- Definition Classes
- Transformer
- Annotations
- @Since( "2.0.0" ) @varargs()
-
def
transformSchema(schema: StructType): StructType
- Definition Classes
- OpenAIPrompt → PipelineStage
-
val
uid: String
- Definition Classes
- OpenAIPrompt → SynapseMLLogging → Identifiable
-
val
url: Param[String]
- Definition Classes
- HasURL
-
def
urlPath: String
- Definition Classes
- OpenAIPrompt → HasUrlPath
-
val
user: ServiceParam[String]
- Definition Classes
- HasOpenAISharedParams
-
def
write: MLWriter
- Definition Classes
- ComplexParamsWritable → MLWritable