Packages

c

com.microsoft.azure.synapse.ml.services

CognitiveServicesBase

abstract class CognitiveServicesBase extends CognitiveServicesBaseNoHandler with HasHandler

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

Instance Constructors

  1. new CognitiveServicesBase(uid: String)

Abstract Value Members

  1. abstract def getInternalInputParser(schema: StructType): HTTPInputParser
    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseNoHandler
  2. abstract def getInternalOutputParser(schema: StructType): HTTPOutputParser
    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseNoHandler
  3. abstract def urlPath: String
    Definition Classes
    HasUrlPath

Concrete Value Members

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

    Definition Classes
    ConcurrencyParams
  31. def getConcurrentTimeout: Double

    Definition Classes
    ConcurrencyParams
  32. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  33. def getErrorCol: String
    Definition Classes
    HasErrorCol
  34. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  35. def getInternalServiceType: String
    Definition Classes
    HasCustomCogServiceDomain
  36. def getInternalTransformer(schema: StructType): PipelineModel
    Attributes
    protected
    Definition Classes
    CognitiveServicesBaseNoHandler
  37. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  38. def getOutputCol: String

    Definition Classes
    HasOutputCol
  39. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  40. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  41. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  42. def getRequiredParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  43. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  44. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  45. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  46. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  47. def getTimeout: Double

    Definition Classes
    ConcurrencyParams
  48. def getUrl: String

    Definition Classes
    HasCustomCogServiceDomain → HasURL
  49. def getUrlParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  50. def getValue[T](row: Row, p: ServiceParam[T]): T
    Attributes
    protected
    Definition Classes
    HasServiceParams
  51. def getValueAny(row: Row, p: ServiceParam[_]): Any
    Attributes
    protected
    Definition Classes
    HasServiceParams
  52. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  53. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  54. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  55. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  56. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  57. def getVectorParamMap: Map[String, String]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  58. val handler: UDFParam
    Definition Classes
    HasHandler
  59. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    HasHandler
  60. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  61. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  62. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  63. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  64. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  66. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  67. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  68. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  69. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  70. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  71. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  72. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  73. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  77. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  78. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  79. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  80. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  81. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  82. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  84. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  85. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  86. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  87. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  88. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  89. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  90. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  91. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  92. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  93. val outputCol: Param[String]

    The name of the output column

    The name of the output column

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

    Definition Classes
    ConcurrencyParams
  130. def setConcurrentTimeout(value: Option[Double]): CognitiveServicesBase.this.type
    Definition Classes
    ConcurrencyParams
  131. def setConcurrentTimeout(value: Double): CognitiveServicesBase.this.type

    Definition Classes
    ConcurrencyParams
  132. def setCustomServiceName(v: String): CognitiveServicesBase.this.type
    Definition Classes
    HasCustomCogServiceDomain
  133. final def setDefault(paramPairs: ParamPair[_]*): CognitiveServicesBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  134. final def setDefault[T](param: Param[T], value: T): CognitiveServicesBase.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  135. def setDefaultAADToken(v: String): CognitiveServicesBase.this.type
    Definition Classes
    HasAADToken
  136. def setDefaultInternalEndpoint(v: String): CognitiveServicesBase.this.type
    Definition Classes
    HasCustomCogServiceDomain
  137. def setEndpoint(v: String): CognitiveServicesBase.this.type
    Definition Classes
    HasCustomCogServiceDomain
  138. def setErrorCol(v: String): CognitiveServicesBase.this.type
    Definition Classes
    HasErrorCol
  139. def setHandler(v: UserDefinedFunction): CognitiveServicesBase.this.type
    Definition Classes
    HasHandler
  140. def setHandler(v: HandlerFunc): CognitiveServicesBase.this.type
    Definition Classes
    HasHandler
  141. def setOutputCol(value: String): CognitiveServicesBase.this.type

    Definition Classes
    HasOutputCol
  142. def setScalarParam[T](name: String, value: T): CognitiveServicesBase.this.type
    Definition Classes
    HasServiceParams
  143. def setScalarParam[T](p: ServiceParam[T], value: T): CognitiveServicesBase.this.type
    Definition Classes
    HasServiceParams
  144. def setSubscriptionKey(v: String): CognitiveServicesBase.this.type
    Definition Classes
    HasSubscriptionKey
  145. def setSubscriptionKeyCol(v: String): CognitiveServicesBase.this.type
    Definition Classes
    HasSubscriptionKey
  146. def setTimeout(value: Double): CognitiveServicesBase.this.type

    Definition Classes
    ConcurrencyParams
  147. def setUrl(value: String): CognitiveServicesBase.this.type

    Definition Classes
    HasURL
  148. def setVectorParam(name: String, value: String): CognitiveServicesBase.this.type
    Definition Classes
    HasServiceParams
  149. def setVectorParam[T](p: ServiceParam[T], value: String): CognitiveServicesBase.this.type
    Definition Classes
    HasServiceParams
  150. def shouldSkip(row: Row): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  151. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  152. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  153. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  154. val timeout: Param[Double]
    Definition Classes
    ConcurrencyParams
  155. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  156. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    CognitiveServicesBaseNoHandler → Transformer
  157. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  158. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  159. def transformSchema(schema: StructType): StructType
    Definition Classes
    CognitiveServicesBaseNoHandler → PipelineStage
  160. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  161. val uid: String
    Definition Classes
    CognitiveServicesBaseNoHandler → SynapseMLLogging → Identifiable
  162. val url: Param[String]
    Definition Classes
    HasURL
  163. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  164. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  165. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  166. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasHandler

Inherited from CognitiveServicesBaseNoHandler

Inherited from SynapseMLLogging

Inherited from HasCustomCogServiceDomain

Inherited from HasUrlPath

Inherited from HasAADToken

Inherited from HasErrorCol

Inherited from HasSubscriptionKey

Inherited from HasServiceParams

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasURL

Inherited from HasOutputCol

Inherited from ConcurrencyParams

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped