Packages

trait MADBase extends HasOutputCol with MADHttpRequest with HasSetLocation with HasInputCols with ComplexParamsWritable with Wrappable with HasErrorCol with BasicLogging

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  1. Alphabetic
  2. By Inheritance
Inherited
  1. MADBase
  2. BasicLogging
  3. Logging
  4. HasErrorCol
  5. ComplexParamsWritable
  6. MLWritable
  7. HasInputCols
  8. HasSetLocation
  9. HasUrlPath
  10. Wrappable
  11. DotnetWrappable
  12. RWrappable
  13. PythonWrappable
  14. BaseWrappable
  15. MADHttpRequest
  16. HasAsyncReply
  17. HasSubscriptionKey
  18. HasServiceParams
  19. HasURL
  20. HasOutputCol
  21. Params
  22. Serializable
  23. Serializable
  24. Identifiable
  25. AnyRef
  26. 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(source: 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
    BasicLogging
  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 blobName: String
    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. val connectionString: Param[String]
  14. val containerName: Param[String]
  15. def contentType: String
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  16. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  17. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  18. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  19. def dotnetAdditionalMethods: String
    Definition Classes
    HasSetLocation → DotnetWrappable
  20. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  34. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  35. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  36. def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  37. val endTime: Param[String]
  38. val endpoint: Param[String]
  39. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  40. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  41. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  42. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  43. def explainParams(): String
    Definition Classes
    Params
  44. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  45. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  46. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  47. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  48. def getBackoffs: Array[Int]

    Definition Classes
    HasAsyncReply
  49. def getBlobContainerClient(storageName: String, storageKey: String, endpoint: String, sasToken: String, containerName: String): BlobContainerClient
    Attributes
    protected
  50. def getBlobContainerClient(storageConnectionString: String, containerName: String): BlobContainerClient
    Attributes
    protected
  51. def getBlobContainerClient: BlobContainerClient
    Attributes
    protected
  52. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  53. def getConnectionString: Option[String]
  54. def getContainerName: String
  55. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  56. def getEndTime: String
  57. def getEndpoint: Option[String]
  58. def getErrorCol: String
    Definition Classes
    HasErrorCol
  59. def getInitialPollingDelay: Int

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

    Definition Classes
    HasInputCols
  61. def getIntermediateSaveDir: String
  62. def getMaxPollingRetries: Int

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

    Definition Classes
    HasOutputCol
  65. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  66. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  67. def getPollingDelay: Int

    Definition Classes
    HasAsyncReply
  68. def getRequiredParams: Array[ServiceParam[_]]
    Attributes
    protected
    Definition Classes
    HasServiceParams
  69. def getSASToken: Option[String]
  70. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  71. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  72. def getStartTime: String
  73. def getStorageKey: Option[String]
  74. def getStorageName: Option[String]
  75. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  76. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  77. def getSuppressMaxRetriesExceededException: Boolean

    Definition Classes
    HasAsyncReply
  78. def getTimestampCol: String
  79. def getUrl: String

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

    The names of the inputColumns

    The names of the inputColumns

    Definition Classes
    HasInputCols
  97. val intermediateSaveDir: Param[String]
  98. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  99. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  100. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  101. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  102. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  103. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  104. def logClass(): Unit
    Definition Classes
    BasicLogging
  105. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  106. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  107. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  108. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  109. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  110. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  111. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  112. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  113. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  114. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  115. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  116. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  117. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  118. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  119. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  120. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  121. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  122. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  123. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  124. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  125. val maxPollingRetries: IntParam
    Definition Classes
    HasAsyncReply
  126. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  127. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  128. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  129. val outputCol: Param[String]

    The name of the output column

    The name of the output column

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

    Definition Classes
    HasAsyncReply
  169. def setConnectionString(v: String): MADBase.this.type
  170. def setContainerName(v: String): MADBase.this.type
  171. final def setDefault(paramPairs: ParamPair[_]*): MADBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  172. final def setDefault[T](param: Param[T], value: T): MADBase.this.type
    Attributes
    protected
    Definition Classes
    Params
  173. def setEndTime(v: String): MADBase.this.type
  174. def setEndpoint(v: String): MADBase.this.type
  175. def setErrorCol(v: String): MADBase.this.type
    Definition Classes
    HasErrorCol
  176. def setInitialPollingDelay(value: Int): MADBase.this.type

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

    Definition Classes
    HasInputCols
  178. def setIntermediateSaveDir(v: String): MADBase.this.type
  179. def setLocation(v: String): MADBase.this.type
    Definition Classes
    HasSetLocation
  180. def setMaxPollingRetries(value: Int): MADBase.this.type

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

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

    Definition Classes
    HasAsyncReply
  183. def setSASToken(v: String): MADBase.this.type
  184. def setScalarParam[T](name: String, value: T): MADBase.this.type
    Definition Classes
    HasServiceParams
  185. def setScalarParam[T](p: ServiceParam[T], value: T): MADBase.this.type
    Definition Classes
    HasServiceParams
  186. def setStartTime(v: String): MADBase.this.type
  187. def setStorageKey(v: String): MADBase.this.type
  188. def setStorageName(v: String): MADBase.this.type
  189. def setSubscriptionKey(v: String): MADBase.this.type
    Definition Classes
    HasSubscriptionKey
  190. def setSubscriptionKeyCol(v: String): MADBase.this.type
    Definition Classes
    HasSubscriptionKey
  191. def setSuppressMaxRetriesExceededException(value: Boolean): MADBase.this.type

    Definition Classes
    HasAsyncReply
  192. def setTimestampCol(v: String): MADBase.this.type
  193. def setUrl(value: String): MADBase.this.type

    Definition Classes
    HasURL
  194. def setVectorParam(name: String, value: String): MADBase.this.type
    Definition Classes
    HasServiceParams
  195. def setVectorParam[T](p: ServiceParam[T], value: String): MADBase.this.type
    Definition Classes
    HasServiceParams
  196. def shouldSkip(row: Row): Boolean
    Attributes
    protected
    Definition Classes
    HasServiceParams
  197. val startTime: Param[String]
  198. val storageKey: Param[String]
  199. val storageName: Param[String]
  200. def storeFeatureInCsv(rows: Array[Row], timestampColIdx: Int, featureIdx: Int, out: OutputStream): Unit
    Attributes
    protected
  201. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  202. val subscriptionKeyHeaderName: String
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  203. val suppressMaxRetriesExceededException: BooleanParam
    Definition Classes
    HasAsyncReply
  204. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  205. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  206. def timeoutResult(key: Option[String], client: CloseableHttpClient, location: URI, maxTries: Int): HTTPResponseData
    Attributes
    protected
    Definition Classes
    MADHttpRequest
  207. val timestampCol: Param[String]
  208. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  209. def upload(blobContainerClient: BlobContainerClient, df: DataFrame): String
    Attributes
    protected
  210. val url: Param[String]
    Definition Classes
    HasURL
  211. val ver: String
    Definition Classes
    BasicLogging
  212. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  213. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  214. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  215. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from BasicLogging

Inherited from Logging

Inherited from HasErrorCol

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasInputCols

Inherited from HasSetLocation

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 HasOutputCol

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped