trait MADBase extends HasOutputCol with TimeConverter with MADHttpRequest with HasSetLocation with HasInputCols with ComplexParamsWritable with Wrappable with HasTimestampCol with HasErrorCol with SynapseMLLogging

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Inherited
  1. MADBase
  2. SynapseMLLogging
  3. Logging
  4. HasErrorCol
  5. HasTimestampCol
  6. ComplexParamsWritable
  7. MLWritable
  8. HasInputCols
  9. HasSetLocation
  10. DomainHelper
  11. HasUrlPath
  12. Wrappable
  13. DotnetWrappable
  14. RWrappable
  15. PythonWrappable
  16. BaseWrappable
  17. MADHttpRequest
  18. HasAsyncReply
  19. HasSubscriptionKey
  20. HasServiceParams
  21. HasURL
  22. TimeConverter
  23. HasOutputCol
  24. Params
  25. Serializable
  26. Serializable
  27. Identifiable
  28. AnyRef
  29. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract def prepareEntity(dataSource: String): Option[AbstractHttpEntity]
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  3. abstract def prepareUrl: String
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  4. abstract val uid: String
    Definition Classes
    SynapseMLLogging
  5. 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. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val backoffs: IntArrayParam
    Definition Classes
    HasAsyncReply
  7. def blobPath: Path
    Attributes
    protected
  8. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  9. def cleanUpIntermediateData(): Unit
  10. final def clear(param: Param[_]): MADBase.this.type
    Definition Classes
    Params
  11. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  12. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  13. def contentType: String
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  14. def convertTimeFormat(name: String, v: String): String
    Attributes
    protected
    Definition Classes
    TimeConverter
  15. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  17. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  18. def dotnetAdditionalMethods: String
    Definition Classes
    HasSetLocation → DotnetWrappable
  19. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  34. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  35. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  36. val endTime: Param[String]
  37. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  38. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  39. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  40. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  41. def explainParams(): String
    Definition Classes
    Params
  42. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  43. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  44. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  45. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  46. def getBackoffs: Array[Int]

    Definition Classes
    HasAsyncReply
  47. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  48. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  49. def getEndTime: String
  50. def getErrorCol: String
    Definition Classes
    HasErrorCol
  51. def getInitialPollingDelay: Int

    Definition Classes
    HasAsyncReply
  52. def getInputCols: Array[String]

    Definition Classes
    HasInputCols
  53. def getIntermediateSaveDir: String
  54. def getLocationDomain(location: String): String
    Attributes
    protected
    Definition Classes
    DomainHelper
  55. def getMaxPollingRetries: Int

    Definition Classes
    HasAsyncReply
  56. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  57. def getOutputCol: String

    Definition Classes
    HasOutputCol
  58. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  59. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  60. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  61. def getPollingDelay: Int

    Definition Classes
    HasAsyncReply
  62. def getRequiredParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  63. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  64. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  65. def getStartTime: String
  66. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  67. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  68. def getSuppressMaxRetriesException: Boolean

    Definition Classes
    HasAsyncReply
  69. def getTimestampCol: String
    Definition Classes
    HasTimestampCol
  70. def getUrl: String

    Definition Classes
    HasURL
  71. def getUrlParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  72. def getValue[T](row: Row, p: ServiceParam[T]): T
    Attributes
    protected
    Definition Classes
    HasServiceParams
  73. def getValueAny(row: Row, p: ServiceParam[_]): Any
    Attributes
    protected
    Definition Classes
    HasServiceParams
  74. def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  75. def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  76. def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  77. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  78. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  79. def getVectorParamMap: Map[String, String]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  80. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Attributes
    protected
    Definition Classes
    MADHttpRequest → HasAsyncReply
  81. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  82. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  83. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  84. val initialPollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  85. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  86. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  87. val inputCols: StringArrayParam

    The names of the inputColumns

    The names of the inputColumns

    Definition Classes
    HasInputCols
  88. val intermediateSaveDir: Param[String]
  89. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  90. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  91. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  92. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  93. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  94. def logBase(info: Map[String, String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  95. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  96. def logClass(): Unit
    Definition Classes
    SynapseMLLogging
  97. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  98. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  99. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  100. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  101. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  102. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  103. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  104. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  105. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  106. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  107. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  108. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  109. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  110. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  111. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  112. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  113. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  114. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  115. val maxPollingRetries: IntParam
    Definition Classes
    HasAsyncReply
  116. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  117. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  118. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  119. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  120. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  121. val pollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  122. def prepareMethod(): HttpRequestBase
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  123. def prepareRequest(entity: AbstractHttpEntity): Option[HttpRequestBase]
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  124. def pyAdditionalMethods: String
    Definition Classes
    MADBase → HasSetLocation → PythonWrappable
  125. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  126. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  127. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  128. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  129. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  130. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  131. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  132. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  133. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  134. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  135. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  136. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  137. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  138. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  139. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  140. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  141. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  142. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  143. def queryForResult(key: Option[String], client: CloseableHttpClient, location: URI): Option[HTTPResponseData]
    Attributes
    protected
    Definition Classes
    MADHttpRequest → HasAsyncReply
  144. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  145. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  146. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  147. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  148. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  149. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  150. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  151. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  152. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  153. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  154. final def set(paramPair: ParamPair[_]): MADBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  155. final def set(param: String, value: Any): MADBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  156. final def set[T](param: Param[T], value: T): MADBase.this.type
    Definition Classes
    Params
  157. def setBackoffs(value: Array[Int]): MADBase.this.type

    Definition Classes
    HasAsyncReply
  158. final def setDefault(paramPairs: ParamPair[_]*): MADBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  159. final def setDefault[T](param: Param[T], value: T): MADBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  160. def setEndTime(v: String): MADBase.this.type
  161. def setErrorCol(v: String): MADBase.this.type
    Definition Classes
    HasErrorCol
  162. def setInitialPollingDelay(value: Int): MADBase.this.type

    Definition Classes
    HasAsyncReply
  163. def setInputCols(value: Array[String]): MADBase.this.type

    Definition Classes
    HasInputCols
  164. def setIntermediateSaveDir(v: String): MADBase.this.type
  165. def setLocation(v: String): MADBase.this.type
    Definition Classes
    HasSetLocation
  166. def setMaxPollingRetries(value: Int): MADBase.this.type

    Definition Classes
    HasAsyncReply
  167. def setOutputCol(value: String): MADBase.this.type

    Definition Classes
    HasOutputCol
  168. def setPollingDelay(value: Int): MADBase.this.type

    Definition Classes
    HasAsyncReply
  169. def setScalarParam[T](name: String, value: T): MADBase.this.type
    Definition Classes
    HasServiceParams
  170. def setScalarParam[T](p: ServiceParam[T], value: T): MADBase.this.type
    Definition Classes
    HasServiceParams
  171. def setStartTime(v: String): MADBase.this.type
  172. def setSubscriptionKey(v: String): MADBase.this.type
    Definition Classes
    HasSubscriptionKey
  173. def setSubscriptionKeyCol(v: String): MADBase.this.type
    Definition Classes
    HasSubscriptionKey
  174. def setSuppressMaxRetriesException(value: Boolean): MADBase.this.type

    Definition Classes
    HasAsyncReply
  175. def setTimestampCol(v: String): MADBase.this.type
    Definition Classes
    HasTimestampCol
  176. def setUrl(value: String): MADBase.this.type

    Definition Classes
    HasURL
  177. def setVectorParam(name: String, value: String): MADBase.this.type
    Definition Classes
    HasServiceParams
  178. def setVectorParam[T](p: ServiceParam[T], value: String): MADBase.this.type
    Definition Classes
    HasServiceParams
  179. def shouldSkip(row: Row): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  180. val startTime: Param[String]
  181. def submitDatasetAndJob(dataset: Dataset[_]): Map[String, JsValue]
    Attributes
    protected
  182. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  183. val subscriptionKeyHeaderName: String
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  184. val suppressMaxRetriesException: BooleanParam
    Definition Classes
    HasAsyncReply
  185. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  186. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  187. def timeoutResult(key: Option[String], client: CloseableHttpClient, queryUrl: URI, maxTries: Int): HTTPResponseData
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  188. val timestampCol: Param[String]
    Definition Classes
    HasTimestampCol
  189. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  190. def upload(df: DataFrame): String
    Attributes
    protected
  191. val url: Param[String]
    Definition Classes
    HasURL
  192. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  193. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  194. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  195. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from SynapseMLLogging

Inherited from Logging

Inherited from HasErrorCol

Inherited from HasTimestampCol

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasInputCols

Inherited from HasSetLocation

Inherited from DomainHelper

Inherited from HasUrlPath

Inherited from Wrappable

Inherited from DotnetWrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from MADHttpRequest

Inherited from HasAsyncReply

Inherited from HasSubscriptionKey

Inherited from HasServiceParams

Inherited from HasURL

Inherited from TimeConverter

Inherited from HasOutputCol

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped