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, 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. HasCustomHeaders
  23. HasCustomAuthHeader
  24. ModifiableAsyncReply
  25. BasicAsyncReply
  26. HasAsyncReply
  27. HasAPIVersion
  28. CognitiveServicesBaseNoHandler
  29. HasGlobalParams
  30. SynapseMLLogging
  31. HasCustomCogServiceDomain
  32. HasUrlPath
  33. HasAADToken
  34. HasErrorCol
  35. HasSubscriptionKey
  36. HasServiceParams
  37. ComplexParamsWritable
  38. MLWritable
  39. HasURL
  40. HasOutputCol
  41. ConcurrencyParams
  42. Wrappable
  43. RWrappable
  44. PythonWrappable
  45. BaseWrappable
  46. Transformer
  47. PipelineStage
  48. Logging
  49. Params
  50. Serializable
  51. Serializable
  52. Identifiable
  53. AnyRef
  54. 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 getCustomHeaders: Map[String, String]
    Definition Classes
    HasCustomHeaders
  55. def getCustomUrlRoot: String
    Definition Classes
    HasCognitiveServiceInput
  56. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  57. def getDeploymentName: String
    Definition Classes
    HasCustomLanguageModelParam
  58. def getDeploymentNameCol: String
    Definition Classes
    HasCustomLanguageModelParam
  59. def getDomain: String
    Definition Classes
    HandlePiiEntityRecognition
  60. def getDomainCol: String
    Definition Classes
    HandlePiiEntityRecognition
  61. def getErrorCol: String
    Definition Classes
    HasErrorCol
  62. def getExcludeNormalizedValues: Boolean
    Definition Classes
    HandleEntityRecognition
  63. def getExcludeNormalizedValuesCol: String
    Definition Classes
    HandleEntityRecognition
  64. def getExclusionList: Seq[String]
    Definition Classes
    HandleEntityRecognition
  65. def getExclusionListCol: String
    Definition Classes
    HandleEntityRecognition
  66. def getHeaders(row: Row, addContentType: Boolean = true): Map[String, String]
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  67. def getInclusionList: Seq[String]
    Definition Classes
    HandleEntityRecognition
  68. def getInclusionListCol: String
    Definition Classes
    HandleEntityRecognition
  69. def getInitialPollingDelay: Int

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

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

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

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

    Definition Classes
    HasAsyncReply
  110. def getTimeout: Double

    Definition Classes
    ConcurrencyParams
  111. def getUrl: String

    Definition Classes
    HasCognitiveServiceInput → HasURL
  112. def getUrlParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  113. def getValue[T](row: Row, p: ServiceParam[T]): T
    Attributes
    protected
    Definition Classes
    HasServiceParams
  114. def getValueAny(row: Row, p: ServiceParam[_]): Any
    Attributes
    protected
    Definition Classes
    HasServiceParams
  115. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  116. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  117. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  118. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  119. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  120. def getVectorParamMap: Map[String, String]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  121. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Attributes
    protected
    Definition Classes
    BasicAsyncReply → HasAsyncReply
  122. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  123. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  124. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  125. val inclusionList: ServiceParam[Seq[String]]
    Definition Classes
    HandleEntityRecognition
  126. val initialPollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  127. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  128. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  129. def inputFunc(schema: StructType): (Row) ⇒ Option[HttpRequestBase]
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  130. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  131. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  132. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  133. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  134. val kind: Param[String]
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  135. val language: ServiceParam[Seq[String]]
    Definition Classes
    TextAnalyticsInputParams
  136. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  137. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  138. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  139. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  140. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  141. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  142. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  143. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  144. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  145. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  146. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  147. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  148. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  149. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  150. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  151. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  152. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  153. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  154. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  155. val loggingOptOut: ServiceParam[Boolean]
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  156. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  157. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  158. val maxPollingRetries: IntParam
    Definition Classes
    HasAsyncReply
  159. val modelVersion: ServiceParam[String]
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  160. 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
  161. 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
  162. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  163. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  164. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  165. val opinionMining: ServiceParam[Boolean]
    Definition Classes
    HandleSentimentAnalysis
  166. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  167. val overlapPolicy: ServiceParam[String]
    Definition Classes
    HandleEntityRecognition
  168. def paramNameToPayloadName(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  169. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  170. val piiCategories: ServiceParam[Seq[String]]
    Definition Classes
    HandlePiiEntityRecognition
  171. val pollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  172. def postprocessResponse(responseOpt: Row): Option[Seq[Row]]
    Attributes
    protected
  173. def postprocessResponseUdf: UserDefinedFunction
    Attributes
    protected
  174. def prepareEntity: (Row) ⇒ Option[AbstractHttpEntity]
    Attributes
    protected[services.language]
    Definition Classes
    AnalyzeTextLongRunningOperations → HasCognitiveServiceInput
  175. def prepareMethod(): HttpRequestBase
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  176. def prepareUrl: (Row) ⇒ String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  177. def prepareUrlRoot: (Row) ⇒ String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  178. val projectName: ServiceParam[String]
    Definition Classes
    HasCustomLanguageModelParam
  179. def pyAdditionalMethods: String
    Definition Classes
    HasSetLocation → PythonWrappable
  180. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  181. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  182. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  183. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  184. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  185. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  186. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  187. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  188. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  189. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  190. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  191. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  192. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  193. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  194. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  195. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  196. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  197. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  198. 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
  199. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  200. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  201. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  202. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  203. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  204. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  205. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  206. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  207. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  208. def responseDataType: DataType
    Attributes
    protected
    Definition Classes
    AnalyzeTextLongRunningOperations → HasInternalJsonOutputParser
  209. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  210. val sentenceCount: ServiceParam[Int]
    Definition Classes
    HasSummarizationBaseParameter
  211. final def set(paramPair: ParamPair[_]): AnalyzeTextLongRunningOperations.this.type
    Attributes
    protected
    Definition Classes
    Params
  212. final def set(param: String, value: Any): AnalyzeTextLongRunningOperations.this.type
    Attributes
    protected
    Definition Classes
    Params
  213. final def set[T](param: Param[T], value: T): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    Params
  214. def setAADToken(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAADToken
  215. def setAADTokenCol(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAADToken
  216. def setApiVersion(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAPIVersion
  217. def setApiVersionCol(v: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasAPIVersion
  218. def setBackoffs(value: Array[Int]): AnalyzeTextLongRunningOperations.this.type

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

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

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

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

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

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

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

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

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

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

    Definition Classes
    HasURL
  288. def setVectorParam(name: String, value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasServiceParams
  289. def setVectorParam[T](p: ServiceParam[T], value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HasServiceParams
  290. def setexcludeNormalizedValuesCol(value: String): AnalyzeTextLongRunningOperations.this.type
    Definition Classes
    HandleEntityRecognition
  291. def shouldAutoBatch(schema: StructType): Boolean
    Attributes
    protected
    Definition Classes
    TextAnalyticsAutoBatch
  292. def shouldSkip(row: Row): Boolean
    Attributes
    protected
    Definition Classes
    AnalyzeTextLongRunningOperations → HasServiceParams
  293. val showStats: ServiceParam[Boolean]
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  294. val sortBy: ServiceParam[String]
    Definition Classes
    HandleExtractiveSummarization
  295. val stringIndexType: ServiceParam[String]
    Definition Classes
    HasAnalyzeTextServiceBaseParams
  296. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  297. val subscriptionKeyHeaderName: String
    Attributes
    protected
    Definition Classes
    HasCognitiveServiceInput
  298. val summaryLength: ServiceParam[String]
    Definition Classes
    HandleAbstractiveSummarization
  299. val suppressMaxRetriesException: BooleanParam
    Definition Classes
    HasAsyncReply
  300. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  301. val text: ServiceParam[Seq[String]]
    Definition Classes
    TextAnalyticsInputParams
  302. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  303. val timeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  304. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  305. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer
  306. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  307. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  308. def transformSchema(schema: StructType): StructType
    Definition Classes
    CognitiveServicesBaseNoHandler → PipelineStage
  309. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  310. val uid: String
    Definition Classes
    AnalyzeTextLongRunningOperations → CognitiveServicesBaseNoHandler → SynapseMLLogging → Identifiable
  311. val url: Param[String]
    Definition Classes
    HasURL
  312. def urlPath: String
    Definition Classes
    AnalyzeTextLongRunningOperations → HasUrlPath
  313. def validKinds: Set[String]
    Attributes
    protected
    Definition Classes
    AnalyzeTextLongRunningOperations → HasAnalyzeTextServiceBaseParams
  314. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  315. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  316. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  317. 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 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