Packages

class AnalyzeTextLongRunningOperations extends CognitiveServicesBaseNoHandler with HasAPIVersion with ModifiableAsyncReply with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation with TextAnalyticsAutoBatch with SynapseMLLogging with HasAnalyzeTextServiceBaseParams with HasBatchSize with HandleExtractiveSummarization with HandleAbstractiveSummarization with HandleHealthcareTextAnalystics with HandleSentimentAnalysis with HandleKeyPhraseExtraction with HandlePiiEntityRecognition with HandleEntityLinking with HandleEntityRecognition with HandleCustomEntityRecognition with HandleCustomLabelClassification

This transformer is used to analyze text using the Azure AI Language service. It uses AI service asynchronously. For more details please visit https://learn.microsoft.com/en-us/azure/ai-services/language-service/concepts/use-asynchronously For each row, it submits a job to the service and polls the service until the job is complete. Delay between polling requests is controlled by the pollingDelay parameter, which is set to 1000 milliseconds by default. Number of polling attempts is controlled by the maxPollingRetries parameter, which is set to 1000 by default.

This transformer will use the field specified as TextCol to submit the text to the service. The response from the service will be stored in the field specified as OutputCol. The response will be a struct with the following fields:

  • statistics: A struct containing statistics about the job.
  • documents: An array of structs containing the results for each document.
  • errors: An array of structs containing the errors for each document.
  • modelVersion: The version of the model used to analyze the text.

This transformer support only single task per row. The task to be performed is specified by the kind parameter. The supported tasks are:

  • ExtractiveSummarization
  • AbstractiveSummarization
  • Healthcare
  • SentimentAnalysis
  • KeyPhraseExtraction
  • PiiEntityRecognition
  • EntityLinking
  • EntityRecognition
  • CustomEntityRecognition
  • CustomSingleLabelClassification
  • CustomMultiLabelClassification

Each task has its own set of parameters that can be set to control the behavior of the service and response schema.

Linear Supertypes
HandleCustomLabelClassification, HandleCustomEntityRecognition, HasCustomLanguageModelParam, HandleEntityRecognition, HandleEntityLinking, HandlePiiEntityRecognition, HandleKeyPhraseExtraction, HandleSentimentAnalysis, HandleHealthcareTextAnalystics, HandleAbstractiveSummarization, HandleExtractiveSummarization, HasSummarizationBaseParameter, HasBatchSize, HasAnalyzeTextServiceBaseParams, TextAnalyticsAutoBatch, TextAnalyticsInputParams, HasSetLocation, DomainHelper, HasInternalJsonOutputParser, HasCognitiveServiceInput, HasTelemHeaders, HasCustomHeaders, HasCustomAuthHeader, ModifiableAsyncReply, BasicAsyncReply, HasAsyncReply, HasAPIVersion, CognitiveServicesBaseNoHandler, HasGlobalParams, SynapseMLLogging, HasCustomCogServiceDomain, HasUrlPath, HasAADToken, HasErrorCol, HasSubscriptionKey, HasServiceParams, ComplexParamsWritable, MLWritable, HasURL, HasOutputCol, ConcurrencyParams, Wrappable, RWrappable, PythonWrappable, BaseWrappable, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. AnalyzeTextLongRunningOperations
  2. HandleCustomLabelClassification
  3. HandleCustomEntityRecognition
  4. HasCustomLanguageModelParam
  5. HandleEntityRecognition
  6. HandleEntityLinking
  7. HandlePiiEntityRecognition
  8. HandleKeyPhraseExtraction
  9. HandleSentimentAnalysis
  10. HandleHealthcareTextAnalystics
  11. HandleAbstractiveSummarization
  12. HandleExtractiveSummarization
  13. HasSummarizationBaseParameter
  14. HasBatchSize
  15. HasAnalyzeTextServiceBaseParams
  16. TextAnalyticsAutoBatch
  17. TextAnalyticsInputParams
  18. HasSetLocation
  19. DomainHelper
  20. HasInternalJsonOutputParser
  21. HasCognitiveServiceInput
  22. HasTelemHeaders
  23. HasCustomHeaders
  24. HasCustomAuthHeader
  25. ModifiableAsyncReply
  26. BasicAsyncReply
  27. HasAsyncReply
  28. HasAPIVersion
  29. CognitiveServicesBaseNoHandler
  30. HasGlobalParams
  31. SynapseMLLogging
  32. HasCustomCogServiceDomain
  33. HasUrlPath
  34. HasAADToken
  35. HasErrorCol
  36. HasSubscriptionKey
  37. HasServiceParams
  38. ComplexParamsWritable
  39. MLWritable
  40. HasURL
  41. HasOutputCol
  42. ConcurrencyParams
  43. Wrappable
  44. RWrappable
  45. PythonWrappable
  46. BaseWrappable
  47. Transformer
  48. PipelineStage
  49. Logging
  50. Params
  51. Serializable
  52. Serializable
  53. Identifiable
  54. AnyRef
  55. Any
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Visibility
  1. Public
  2. All

Instance Constructors

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

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 CustomAuthHeader: ServiceParam[String]
    Definition Classes
    HasCustomAuthHeader
  7. val aadHeaderName: String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  8. def addHeaders(req: HttpRequestBase, row: Row, addContentType: Boolean = true): Unit
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  9. val apiVersion: ServiceParam[String]
    Definition Classes
    HasAPIVersion
  10. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  11. val backoffs: IntArrayParam
    Definition Classes
    HasAsyncReply
  12. val batchSize: Param[Int]
    Definition Classes
    HasBatchSize
  13. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  14. final def clear(param: Param[_]): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    Params
  15. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  16. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  17. val concurrency: Param[Int]
    Definition Classes
    ConcurrencyParams
  18. val concurrentTimeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  19. def contentType: (Row) ⇒ String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  20. def copy(extra: ParamMap): Transformer
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer → PipelineStage → Params
  21. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  22. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  23. val customHeaders: ServiceParam[Map[String, String]]
    Definition Classes
    HasCustomHeaders
  24. val customUrlRoot: Param[String]
    Definition Classes
    HasCognitiveServiceInput
  25. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  26. val deploymentName: ServiceParam[String]
    Definition Classes
    HasCustomLanguageModelParam
  27. val domain: ServiceParam[String]
    Definition Classes
    HandlePiiEntityRecognition
  28. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  29. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  30. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  31. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  32. val excludeNormalizedValues: ServiceParam[Boolean]
    Definition Classes
    HandleEntityRecognition
  33. val exclusionList: ServiceParam[Seq[String]]
    Definition Classes
    HandleEntityRecognition
  34. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  35. def explainParams(): String
    Definition Classes
    Params
  36. def extractHeaderValuesForPolling(request: HTTPRequestData): Map[String, String]
    Attributes
    protected
    Definition Classes
    HasAsyncReply
  37. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  38. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  39. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  40. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  41. def getAADToken: String
    Definition Classes
    HasAADToken
  42. def getAADTokenCol: String
    Definition Classes
    HasAADToken
  43. def getApiVersion: String
    Definition Classes
    HasAPIVersion
  44. def getApiVersionCol: String
    Definition Classes
    HasAPIVersion
  45. def getBackoffs: Array[Int]

    Definition Classes
    HasAsyncReply
  46. def getBatchSize: Int

    Definition Classes
    HasBatchSize
  47. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  48. def getConcurrency: Int

    Definition Classes
    ConcurrencyParams
  49. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  50. def getCustomAuthHeader(row: Row): Option[String]
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  51. def getCustomAuthHeader: String
    Definition Classes
    HasCustomAuthHeader
  52. def getCustomAuthHeaderCol: String
    Definition Classes
    HasCustomAuthHeader
  53. def getCustomHeaders(row: Row): Option[Map[String, String]]
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  54. def getCustomUrlRoot: String
    Definition Classes
    HasCognitiveServiceInput
  55. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  56. def getDeploymentName: String
    Definition Classes
    HasCustomLanguageModelParam
  57. def getDeploymentNameCol: String
    Definition Classes
    HasCustomLanguageModelParam
  58. def getDomain: String
    Definition Classes
    HandlePiiEntityRecognition
  59. def getDomainCol: String
    Definition Classes
    HandlePiiEntityRecognition
  60. def getErrorCol: String
    Definition Classes
    HasErrorCol
  61. def getExcludeNormalizedValues: Boolean
    Definition Classes
    HandleEntityRecognition
  62. def getExcludeNormalizedValuesCol: String
    Definition Classes
    HandleEntityRecognition
  63. def getExclusionList: Seq[String]
    Definition Classes
    HandleEntityRecognition
  64. def getExclusionListCol: String
    Definition Classes
    HandleEntityRecognition
  65. def getHeaders(row: Row, addContentType: Boolean = true): Map[String, String]
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  66. def getInclusionList: Seq[String]
    Definition Classes
    HandleEntityRecognition
  67. def getInclusionListCol: String
    Definition Classes
    HandleEntityRecognition
  68. def getInitialPollingDelay: Int

    Definition Classes
    HasAsyncReply
  69. def getInternalInputParser(schema: StructType): HTTPInputParser
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  70. def getInternalOutputParser(schema: StructType): HTTPOutputParser
    Attributes
    protected
    Definition Classes
    HasInternalJsonOutputParser
  71. def getInternalServiceType: String
    Definition Classes
    HasCustomCogServiceDomain
  72. def getInternalTransformer(schema: StructType): PipelineModel
    Attributes
    protected
    Definition Classes
    AnalyzeTextLongRunningOperations → CognitiveServicesBaseNoHandler
  73. def getKind: String
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  74. def getLocationDomain(location: String): String
    Attributes
    protected
    Definition Classes
    DomainHelper
  75. def getLoggingOptOut: Boolean
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  76. def getLoggingOptOutCol: String
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  77. def getMaxPollingRetries: Int

    Definition Classes
    HasAsyncReply
  78. def getModelVersion: String
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  79. def getModelVersionCol: String
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  80. def getOpinionMining: Boolean
    Definition Classes
    HandleSentimentAnalysis
  81. def getOpinionMiningCol: String
    Definition Classes
    HandleSentimentAnalysis
  82. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  83. def getOutputCol: String

    Definition Classes
    HasOutputCol
  84. def getOverlapPolicy: String
    Definition Classes
    HandleEntityRecognition
  85. def getOverlapPolicyCol: String
    Definition Classes
    HandleEntityRecognition
  86. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  87. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  88. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  89. def getPiiCategories: Seq[String]
    Definition Classes
    HandlePiiEntityRecognition
  90. def getPiiCategoriesCol: String
    Definition Classes
    HandlePiiEntityRecognition
  91. def getPollingDelay: Int

    Definition Classes
    HasAsyncReply
  92. def getProjectName: String
    Definition Classes
    HasCustomLanguageModelParam
  93. def getProjectNameCol: String
    Definition Classes
    HasCustomLanguageModelParam
  94. def getRequiredParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  95. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  96. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  97. def getSentenceCount: Int
    Definition Classes
    HasSummarizationBaseParameter
  98. def getSentenceCountCol: String
    Definition Classes
    HasSummarizationBaseParameter
  99. def getShowStats: Boolean
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  100. def getSortBy: String
    Definition Classes
    HandleExtractiveSummarization
  101. def getSortByCol: String
    Definition Classes
    HandleExtractiveSummarization
  102. def getStringIndexType: String
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  103. def getStringIndexTypeCol: String
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  104. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  105. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  106. def getSummaryLength: String
    Definition Classes
    HandleAbstractiveSummarization
  107. def getSummaryLengthCol: String
    Definition Classes
    HandleAbstractiveSummarization
  108. def getSuppressMaxRetriesException: Boolean

    Definition Classes
    HasAsyncReply
  109. def getTimeout: Double

    Definition Classes
    ConcurrencyParams
  110. def getUrl: String

    Definition Classes
    HasCognitiveServiceInput → HasURL
  111. def getUrlParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  112. def getValue[T](row: Row, p: ServiceParam[T]): T
    Attributes
    protected
    Definition Classes
    HasServiceParams
  113. def getValueAny(row: Row, p: ServiceParam[_]): Any
    Attributes
    protected
    Definition Classes
    HasServiceParams
  114. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  115. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  116. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  117. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  118. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  119. def getVectorParamMap: Map[String, String]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  120. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Attributes
    protected
    Definition Classes
    BasicAsyncReply → HasAsyncReply
  121. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  122. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  123. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  124. val inclusionList: ServiceParam[Seq[String]]
    Definition Classes
    HandleEntityRecognition
  125. val initialPollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  126. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  127. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  128. def inputFunc(schema: StructType): (Row) ⇒ Option[HttpRequestBase]
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  129. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  130. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  131. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  132. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  133. val kind: Param[String]
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  134. val language: ServiceParam[Seq[String]]
    Definition Classes
    TextAnalyticsInputParams
  135. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  136. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  137. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  138. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  139. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  140. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  141. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  142. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  143. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  144. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  145. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  146. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  147. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  148. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  149. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  150. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  151. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  152. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  153. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  154. val loggingOptOut: ServiceParam[Boolean]
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  155. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  156. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  157. val maxPollingRetries: IntParam
    Definition Classes
    HasAsyncReply
  158. val modelVersion: ServiceParam[String]
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  159. def modifyPollingURI(originalURI: URI): URI

    Modifies the polling URI to include the showStats parameter if enabled.

    Modifies the polling URI to include the showStats parameter if enabled.

    Attributes
    protected
    Definition Classes
    AnalyzeTextLongRunningOperations → BasicAsyncReply
  160. def modifyResponse(response: Option[HTTPResponseData]): Option[HTTPResponseData]

    Modifies the HTTP response if the task kind is custom label classification.

    Modifies the HTTP response if the task kind is custom label classification.

    Definition Classes
    HandleCustomLabelClassification
  161. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  162. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  163. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  164. val opinionMining: ServiceParam[Boolean]
    Definition Classes
    HandleSentimentAnalysis
  165. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  166. val overlapPolicy: ServiceParam[String]
    Definition Classes
    HandleEntityRecognition
  167. def paramNameToPayloadName(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  168. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  169. val piiCategories: ServiceParam[Seq[String]]
    Definition Classes
    HandlePiiEntityRecognition
  170. val pollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  171. def postprocessResponse(responseOpt: Row): Option[Seq[Row]]
    Attributes
    protected
  172. def postprocessResponseUdf: UserDefinedFunction
    Attributes
    protected
  173. def prepareEntity: (Row) ⇒ Option[AbstractHttpEntity]
    Attributes
    protected[services.language]
    Definition Classes
    AnalyzeTextLongRunningOperations → HasCognitiveServiceInput
  174. def prepareMethod(): HttpRequestBase
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  175. def prepareUrl: (Row) ⇒ String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  176. def prepareUrlRoot: (Row) ⇒ String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  177. val projectName: ServiceParam[String]
    Definition Classes
    HasCustomLanguageModelParam
  178. def pyAdditionalMethods: String
    Definition Classes
    HasSetLocation → PythonWrappable
  179. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  180. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  181. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  182. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  183. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  184. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  185. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  186. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  187. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  188. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  189. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  190. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  191. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  192. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  193. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  194. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  195. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  196. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  197. final def queryForResult(headers: Map[String, String], client: CloseableHttpClient, location: URI): Option[HTTPResponseData]

    Queries for the result of an asynchronous service call and applies the response modification logic.

    Queries for the result of an asynchronous service call and applies the response modification logic.

    Attributes
    protected
    Definition Classes
    ModifiableAsyncReply → BasicAsyncReply → HasAsyncReply
  198. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  199. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  200. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  201. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  202. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  203. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  204. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  205. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  206. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  207. def responseDataType: DataType
    Attributes
    protected
    Definition Classes
    AnalyzeTextLongRunningOperations → HasInternalJsonOutputParser
  208. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  209. val sentenceCount: ServiceParam[Int]
    Definition Classes
    HasSummarizationBaseParameter
  210. final def set(paramPair: ParamPair[_]): AnalyzeTextLongRunningOperations.this.type
    Attributes
    protected
    Definition Classes
    Params
  211. final def set(param: String, value: Any): AnalyzeTextLongRunningOperations.this.type
    Attributes
    protected
    Definition Classes
    Params
  212. final def set[T](param: Param[T], value: T): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    Params
  213. def setAADToken(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAADToken
  214. def setAADTokenCol(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAADToken
  215. def setApiVersion(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAPIVersion
  216. def setApiVersionCol(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAPIVersion
  217. def setBackoffs(value: Array[Int]): AnalyzeTextLongRunningOperations.this.type

    Definition Classes
    HasAsyncReply
  218. def setBatchSize(value: Int): AnalyzeTextLongRunningOperations.this.type

    Definition Classes
    HasBatchSize
  219. def setConcurrency(value: Int): AnalyzeTextLongRunningOperations.this.type

    Definition Classes
    ConcurrencyParams
  220. def setConcurrentTimeout(value: Option[Double]): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    ConcurrencyParams
  221. def setConcurrentTimeout(value: Double): AnalyzeTextLongRunningOperations.this.type

    Definition Classes
    ConcurrencyParams
  222. def setCustomAuthHeader(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasCustomAuthHeader
  223. def setCustomAuthHeaderCol(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasCustomAuthHeader
  224. def setCustomHeaders(v: HashMap[String, String]): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasCustomHeaders
  225. def setCustomHeaders(v: Map[String, String]): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasCustomHeaders
  226. def setCustomServiceName(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasCustomCogServiceDomain
  227. def setCustomUrlRoot(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasCognitiveServiceInput
  228. final def setDefault(paramPairs: ParamPair[_]*): AnalyzeTextLongRunningOperations.this.type
    Attributes
    protected
    Definition Classes
    Params
  229. final def setDefault[T](param: Param[T], value: T): AnalyzeTextLongRunningOperations.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  230. def setDefaultAADToken(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAADToken
  231. def setDefaultCustomAuthHeader(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasCustomAuthHeader
  232. def setDefaultInternalEndpoint(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasCustomCogServiceDomain
  233. def setDeploymentName(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasCustomLanguageModelParam
  234. def setDeploymentNameCol(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasCustomLanguageModelParam
  235. def setDomain(value: PiiDomain.PiiDomain): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandlePiiEntityRecognition
  236. def setDomain(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandlePiiEntityRecognition
  237. def setDomainCol(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandlePiiEntityRecognition
  238. def setEndpoint(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasCustomCogServiceDomain
  239. def setErrorCol(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasErrorCol
  240. def setExcludeNormalizedValues(value: Boolean): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleEntityRecognition
  241. def setExclusionList(value: Seq[String]): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleEntityRecognition
  242. def setExclusionListCol(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleEntityRecognition
  243. def setInclusionList(value: Seq[String]): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleEntityRecognition
  244. def setInclusionListCol(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleEntityRecognition
  245. def setInitialPollingDelay(value: Int): AnalyzeTextLongRunningOperations.this.type

    Definition Classes
    HasAsyncReply
  246. def setKind(value: AnalysisTaskKind.AnalysisTaskKind): AnalyzeTextLongRunningOperations.this.type
  247. def setKind(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  248. def setLanguage(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    TextAnalyticsInputParams
  249. def setLanguage(v: Seq[String]): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    TextAnalyticsInputParams
  250. def setLanguageCol(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    TextAnalyticsInputParams
  251. def setLocation(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasSetLocation
  252. def setLoggingOptOut(v: Boolean): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  253. def setLoggingOptOutCol(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  254. def setMaxPollingRetries(value: Int): AnalyzeTextLongRunningOperations.this.type

    Definition Classes
    HasAsyncReply
  255. def setModelVersion(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  256. def setModelVersionCol(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  257. def setOpinionMining(value: Boolean): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleSentimentAnalysis
  258. def setOpinionMiningCol(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleSentimentAnalysis
  259. def setOutputCol(value: String): AnalyzeTextLongRunningOperations.this.type

    Definition Classes
    HasOutputCol
  260. def setOverlapPolicy(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleEntityRecognition
  261. def setOverlapPolicyCol(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleEntityRecognition
  262. def setPiiCategories(v: Seq[String]): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandlePiiEntityRecognition
  263. def setPiiCategoriesCol(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandlePiiEntityRecognition
  264. def setPollingDelay(value: Int): AnalyzeTextLongRunningOperations.this.type

    Definition Classes
    HasAsyncReply
  265. def setProjectName(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasCustomLanguageModelParam
  266. def setProjectNameCol(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasCustomLanguageModelParam
  267. def setScalarParam[T](name: String, value: T): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasServiceParams
  268. def setScalarParam[T](p: ServiceParam[T], value: T): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasServiceParams
  269. def setSentenceCount(value: Int): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasSummarizationBaseParameter
  270. def setSentenceCountCol(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasSummarizationBaseParameter
  271. def setShowStats(v: Boolean): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  272. def setSortBy(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleExtractiveSummarization
  273. def setSortByCol(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleExtractiveSummarization
  274. def setStringIndexType(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  275. def setStringIndexTypeCol(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  276. def setSubscriptionKey(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasSubscriptionKey
  277. def setSubscriptionKeyCol(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasSubscriptionKey
  278. def setSummaryLength(value: SummaryLength.SummaryLength): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleAbstractiveSummarization
  279. def setSummaryLength(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleAbstractiveSummarization
  280. def setSummaryLengthCol(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleAbstractiveSummarization
  281. def setSuppressMaxRetriesException(value: Boolean): AnalyzeTextLongRunningOperations.this.type

    Definition Classes
    HasAsyncReply
  282. def setText(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    TextAnalyticsInputParams
  283. def setText(v: Seq[String]): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    TextAnalyticsInputParams
  284. def setTextCol(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    TextAnalyticsInputParams
  285. def setTimeout(value: Double): AnalyzeTextLongRunningOperations.this.type

    Definition Classes
    ConcurrencyParams
  286. def setUrl(value: String): AnalyzeTextLongRunningOperations.this.type

    Definition Classes
    HasURL
  287. def setVectorParam(name: String, value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasServiceParams
  288. def setVectorParam[T](p: ServiceParam[T], value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasServiceParams
  289. def setexcludeNormalizedValuesCol(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleEntityRecognition
  290. def shouldAutoBatch(schema: StructType): Boolean
    Attributes
    protected
    Definition Classes
    TextAnalyticsAutoBatch
  291. def shouldSkip(row: Row): Boolean
    Attributes
    protected
    Definition Classes
    AnalyzeTextLongRunningOperations → HasServiceParams
  292. val showStats: ServiceParam[Boolean]
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  293. val sortBy: ServiceParam[String]
    Definition Classes
    HandleExtractiveSummarization
  294. val stringIndexType: ServiceParam[String]
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  295. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  296. val subscriptionKeyHeaderName: String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  297. val summaryLength: ServiceParam[String]
    Definition Classes
    HandleAbstractiveSummarization
  298. val suppressMaxRetriesException: BooleanParam
    Definition Classes
    HasAsyncReply
  299. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  300. val text: ServiceParam[Seq[String]]
    Definition Classes
    TextAnalyticsInputParams
  301. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  302. val timeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  303. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  304. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer
  305. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  306. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  307. def transformSchema(schema: StructType): StructType
    Definition Classes
    CognitiveServicesBaseNoHandler → PipelineStage
  308. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  309. val uid: String
    Definition Classes
    AnalyzeTextLongRunningOperations → CognitiveServicesBaseNoHandler → SynapseMLLogging → Identifiable
  310. val url: Param[String]
    Definition Classes
    HasURL
  311. def urlPath: String
    Definition Classes
    AnalyzeTextLongRunningOperations → HasUrlPath
  312. def validKinds: Set[String]
    Attributes
    protected
    Definition Classes
    AnalyzeTextLongRunningOperations → HasAnalyzeTextServiceBaseParams
  313. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  314. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  315. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  316. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HandleCustomLabelClassification

Inherited from HandleCustomEntityRecognition

Inherited from HasCustomLanguageModelParam

Inherited from HandleEntityRecognition

Inherited from HandleEntityLinking

Inherited from HandlePiiEntityRecognition

Inherited from HandleKeyPhraseExtraction

Inherited from HandleSentimentAnalysis

Inherited from HandleHealthcareTextAnalystics

Inherited from HandleAbstractiveSummarization

Inherited from HandleExtractiveSummarization

Inherited from HasSummarizationBaseParameter

Inherited from HasBatchSize

Inherited from HasAnalyzeTextServiceBaseParams

Inherited from TextAnalyticsAutoBatch

Inherited from TextAnalyticsInputParams

Inherited from HasSetLocation

Inherited from DomainHelper

Inherited from HasInternalJsonOutputParser

Inherited from HasCognitiveServiceInput

Inherited from HasTelemHeaders

Inherited from HasCustomHeaders

Inherited from HasCustomAuthHeader

Inherited from ModifiableAsyncReply

Inherited from BasicAsyncReply

Inherited from HasAsyncReply

Inherited from HasAPIVersion

Inherited from CognitiveServicesBaseNoHandler

Inherited from HasGlobalParams

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