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

   Definition Classes

   MADBase

8.  lazy val classNameHelper: String

   Attributes

   protected

   Definition Classes

   BaseWrappable

9.  def cleanUpIntermediateData(): Unit

   Definition Classes

   MADBase

10.  final def clear(param: Param[_]): SimpleDetectMultivariateAnomaly.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 copy(extra: ParamMap): SimpleDetectMultivariateAnomaly

    Definition Classes

    SimpleDetectMultivariateAnomaly → Model → Transformer → PipelineStage → Params

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.  val diagnosticsInfo: CognitiveServiceStructParam[DiagnosticsInfo]

    Definition Classes

    DetectMAParams

20.  def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean

    Attributes

    protected

    Definition Classes

    HasServiceParams

21.  val endTime: Param[String]

    Definition Classes

    MADBase

22.  final def eq(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

23.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

24.  val errorCol: Param[String]

    Definition Classes

    HasErrorCol

25.  def explainParam(param: Param[_]): String

    Definition Classes

    Params

26.  def explainParams(): String

    Definition Classes

    Params

27.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

28.  final def extractParamMap(extra: ParamMap): ParamMap

    Definition Classes

    Params

29.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

30.  final def get[T](param: Param[T]): Option[T]

    Definition Classes

    Params

31.  def getBackoffs: Array[Int]
    Definition Classes

    HasAsyncReply

32.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

33.  final def getDefault[T](param: Param[T]): Option[T]

    Definition Classes

    Params

34.  def getDiagnosticsInfo: DiagnosticsInfo

    Definition Classes

    DetectMAParams

35.  def getEndTime: String

    Definition Classes

    MADBase

36.  def getErrorCol: String

    Definition Classes

    HasErrorCol

37.  def getHandler: HandlerFunc
    Definition Classes

    HasHandler

38.  def getInitialPollingDelay: Int
    Definition Classes

    HasAsyncReply

39.  def getInputCols: Array[String]
    Definition Classes

    HasInputCols

40.  def getIntermediateSaveDir: String

    Definition Classes

    MADBase

41.  def getLocationDomain(location: String): String

    Attributes

    protected

    Definition Classes

    DomainHelper

42.  def getMaxPollingRetries: Int
    Definition Classes

    HasAsyncReply

43.  def getModelId: String

    Definition Classes

    DetectMAParams

44.  final def getOrDefault[T](param: Param[T]): T

    Definition Classes

    Params

45.  def getOutputCol: String
    Definition Classes

    HasOutputCol

46.  def getParam(paramName: String): Param[Any]

    Definition Classes

    Params

47.  def getParamInfo(p: Param[_]): ParamInfo[_]

    Definition Classes

    BaseWrappable

48.  def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

49.  def getPollingDelay: Int
    Definition Classes

    HasAsyncReply

50.  def getRequiredParams: Array[ServiceParam[_]]

    Attributes

    protected

    Definition Classes

    HasServiceParams

51.  def getScalarParam[T](name: String): T

    Definition Classes

    HasServiceParams

52.  def getScalarParam[T](p: ServiceParam[T]): T

    Definition Classes

    HasServiceParams

53.  def getStartTime: String

    Definition Classes

    MADBase

54.  def getSubscriptionKey: String

    Definition Classes

    HasSubscriptionKey

55.  def getSubscriptionKeyCol: String

    Definition Classes

    HasSubscriptionKey

56.  def getSuppressMaxRetriesException: Boolean
    Definition Classes

    HasAsyncReply

57.  def getTimestampCol: String

    Definition Classes

    HasTimestampCol

58.  def getTopContributorCount: Int

    Definition Classes

    DetectMAParams

59.  def getUrl: String
    Definition Classes

    HasURL

60.  def getUrlParams: Array[ServiceParam[_]]

    Attributes

    protected

    Definition Classes

    HasServiceParams

61.  def getValue[T](row: Row, p: ServiceParam[T]): T

    Attributes

    protected

    Definition Classes

    HasServiceParams

62.  def getValueAny(row: Row, p: ServiceParam[_]): Any

    Attributes

    protected

    Definition Classes

    HasServiceParams

63.  def getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]

    Attributes

    protected

    Definition Classes

    HasServiceParams

64.  def getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]

    Attributes

    protected

    Definition Classes

    HasServiceParams

65.  def getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]

    Attributes

    protected

    Definition Classes

    HasServiceParams

66.  def getVectorParam(name: String): String

    Definition Classes

    HasServiceParams

67.  def getVectorParam(p: ServiceParam[_]): String

    Definition Classes

    HasServiceParams

68.  def getVectorParamMap: Map[String, String]

    Attributes

    protected

    Definition Classes

    HasServiceParams

69.  val handler: UDFParam

    Definition Classes

    HasHandler

70.  def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData

    Definition Classes

    SimpleDetectMultivariateAnomaly → HasHandler → MADHttpRequest → HasAsyncReply

71.  final def hasDefault[T](param: Param[T]): Boolean

    Definition Classes

    Params

72.  def hasParam(paramName: String): Boolean

    Definition Classes

    Params

73.  def hasParent: Boolean

    Definition Classes

    Model

74.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

75.  val initialPollingDelay: IntParam

    Definition Classes

    HasAsyncReply

76.  def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Attributes

    protected

    Definition Classes

    Logging

77.  def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Attributes

    protected

    Definition Classes

    Logging

78.  val inputCols: StringArrayParam

    The names of the inputColumns

    The names of the inputColumns

    Definition Classes

    HasInputCols

79.  val intermediateSaveDir: Param[String]

    Definition Classes

    MADBase

80.  final def isDefined(param: Param[_]): Boolean

    Definition Classes

    Params

81.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

82.  final def isSet(param: Param[_]): Boolean

    Definition Classes

    Params

83.  def isTraceEnabled(): Boolean

    Attributes

    protected

    Definition Classes

    Logging

84.  def log: Logger

    Attributes

    protected

    Definition Classes

    Logging

85.  def logBase(info: Map[String, String], featureName: Option[String]): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

86.  def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

87.  def logClass(featureName: String): Unit

    Definition Classes

    SynapseMLLogging

88.  def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Attributes

    protected

    Definition Classes

    Logging

89.  def logDebug(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

90.  def logError(msg: ⇒ String, throwable: Throwable): Unit

    Attributes

    protected

    Definition Classes

    Logging

91.  def logError(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

92.  def logErrorBase(methodName: String, e: Exception): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

93.  def logFit[T](f: ⇒ T, columns: Int): T

    Definition Classes

    SynapseMLLogging

94.  def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Attributes

    protected

    Definition Classes

    Logging

95.  def logInfo(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

96.  def logName: String

    Attributes

    protected

    Definition Classes

    Logging

97.  def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Attributes

    protected

    Definition Classes

    Logging

98.  def logTrace(msg: ⇒ String): Unit

    Attributes

    protected

    Definition Classes

    Logging

99.  def logTransform[T](f: ⇒ T, columns: Int): T

    Definition Classes

    SynapseMLLogging

100.  def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T

     Definition Classes

     SynapseMLLogging

101.  def logWarning(msg: ⇒ String, throwable: Throwable): Unit

     Attributes

     protected

     Definition Classes

     Logging

102.  def logWarning(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

103.  def makePyFile(conf: CodegenConfig): Unit

     Definition Classes

     PythonWrappable

104.  def makeRFile(conf: CodegenConfig): Unit

     Definition Classes

     RWrappable

105.  val maxPollingRetries: IntParam

     Definition Classes

     HasAsyncReply

106.  val modelId: Param[String]

     Definition Classes

     DetectMAParams

107.  final def ne(arg0: AnyRef): Boolean

     Definition Classes

     AnyRef

108.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

109.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

110.  val outputCol: Param[String]

     The name of the output column

     The name of the output column

     Definition Classes

     HasOutputCol

111.  lazy val params: Array[Param[_]]

     Definition Classes

     Params

112.  var parent: Estimator[SimpleDetectMultivariateAnomaly]

     Definition Classes

     Model

113.  val pollingDelay: IntParam

     Definition Classes

     HasAsyncReply

114.  def prepareEntity(dataSource: String): Option[AbstractHttpEntity]

     Attributes

     protected

     Definition Classes

     SimpleDetectMultivariateAnomaly → MADHttpRequest

115.  def prepareMethod(): HttpRequestBase

     Attributes

     protected

     Definition Classes

     MADHttpRequest

116.  def prepareRequest(entity: AbstractHttpEntity): Option[HttpRequestBase]

     Attributes

     protected

     Definition Classes

     MADHttpRequest

117.  def prepareUrl: String

     Attributes

     protected

     Definition Classes

     SimpleDetectMultivariateAnomaly → MADHttpRequest

118.  def pyAdditionalMethods: String

     Definition Classes

     MADBase → HasSetLocation → PythonWrappable

119.  lazy val pyClassDoc: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

120.  lazy val pyClassName: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

121.  def pyExtraEstimatorImports: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

122.  def pyExtraEstimatorMethods: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

123.  lazy val pyInheritedClasses: Seq[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

124.  def pyInitFunc(): String

     Definition Classes

     PythonWrappable

125.  lazy val pyInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     PythonWrappable

126.  lazy val pyObjectBaseClass: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

127.  def pyParamArg[T](p: Param[T]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

128.  def pyParamDefault[T](p: Param[T]): Option[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

129.  def pyParamGetter(p: Param[_]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

130.  def pyParamSetter(p: Param[_]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

131.  def pyParamsArgs: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

132.  def pyParamsDefaults: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

133.  lazy val pyParamsDefinitions: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

134.  def pyParamsGetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

135.  def pyParamsSetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

136.  def pythonClass(): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

137.  def queryForResult(key: Option[String], client: CloseableHttpClient, location: URI): Option[HTTPResponseData]

     Attributes

     protected

     Definition Classes

     MADHttpRequest → HasAsyncReply

138.  def rClass(): String

     Attributes

     protected

     Definition Classes

     RWrappable

139.  def rDocString: String

     Attributes

     protected

     Definition Classes

     RWrappable

140.  def rExtraBodyLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

141.  def rExtraInitLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

142.  lazy val rFuncName: String

     Attributes

     protected

     Definition Classes

     RWrappable

143.  lazy val rInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     RWrappable

144.  def rParamArg[T](p: Param[T]): String

     Attributes

     protected

     Definition Classes

     RWrappable

145.  def rParamsArgs: String

     Attributes

     protected

     Definition Classes

     RWrappable

146.  def rSetterLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

147.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

     @Since( "1.6.0" ) @throws( ... )

148.  final def set(paramPair: ParamPair[_]): SimpleDetectMultivariateAnomaly.this.type

     Attributes

     protected

     Definition Classes

     Params

149.  final def set(param: String, value: Any): SimpleDetectMultivariateAnomaly.this.type

     Attributes

     protected

     Definition Classes

     Params

150.  final def set[T](param: Param[T], value: T): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     Params

151.  def setBackoffs(value: Array[Int]): SimpleDetectMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

152.  final def setDefault(paramPairs: ParamPair[_]*): SimpleDetectMultivariateAnomaly.this.type

     Attributes

     protected

     Definition Classes

     Params

153.  final def setDefault[T](param: Param[T], value: T): SimpleDetectMultivariateAnomaly.this.type

     Attributes

     protected[org.apache.spark.ml]

     Definition Classes

     Params

154.  def setDiagnosticsInfo(v: DiagnosticsInfo): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     DetectMAParams

155.  def setEndTime(v: String): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     MADBase

156.  def setErrorCol(v: String): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     HasErrorCol

157.  def setHandler(v: UserDefinedFunction): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     HasHandler

158.  def setHandler(v: HandlerFunc): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     HasHandler

159.  def setInitialPollingDelay(value: Int): SimpleDetectMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

160.  def setInputCols(value: Array[String]): SimpleDetectMultivariateAnomaly.this.type
     Definition Classes

     HasInputCols

161.  def setIntermediateSaveDir(v: String): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     MADBase

162.  def setLocation(v: String): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     HasSetLocation

163.  def setMaxPollingRetries(value: Int): SimpleDetectMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

164.  def setModelId(v: String): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     DetectMAParams

165.  def setOutputCol(value: String): SimpleDetectMultivariateAnomaly.this.type
     Definition Classes

     HasOutputCol

166.  def setParent(parent: Estimator[SimpleDetectMultivariateAnomaly]): SimpleDetectMultivariateAnomaly

     Definition Classes

     Model

167.  def setPollingDelay(value: Int): SimpleDetectMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

168.  def setScalarParam[T](name: String, value: T): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     HasServiceParams

169.  def setScalarParam[T](p: ServiceParam[T], value: T): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     HasServiceParams

170.  def setStartTime(v: String): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     MADBase

171.  def setSubscriptionKey(v: String): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     HasSubscriptionKey

172.  def setSubscriptionKeyCol(v: String): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     HasSubscriptionKey

173.  def setSuppressMaxRetriesException(value: Boolean): SimpleDetectMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

174.  def setTimestampCol(v: String): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     HasTimestampCol

175.  def setTopContributorCount(v: Int): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     DetectMAParams

176.  def setUrl(value: String): SimpleDetectMultivariateAnomaly.this.type
     Definition Classes

     HasURL

177.  def setVectorParam(name: String, value: String): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     HasServiceParams

178.  def setVectorParam[T](p: ServiceParam[T], value: String): SimpleDetectMultivariateAnomaly.this.type

     Definition Classes

     HasServiceParams

179.  def shouldSkip(row: Row): Boolean

     Attributes

     protected

     Definition Classes

     HasServiceParams

180.  val startTime: Param[String]

     Definition Classes

     MADBase

181.  def submitDatasetAndJob(dataset: Dataset[_]): Map[String, JsValue]

     Attributes

     protected

     Definition Classes

     MADBase

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.  val topContributorCount: IntParam

     Definition Classes

     DetectMAParams

191.  def transform(dataset: Dataset[_]): DataFrame

     Definition Classes

     SimpleDetectMultivariateAnomaly → Transformer

192.  def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

193.  def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

194.  def transformSchema(schema: StructType): StructType

     Definition Classes

     SimpleDetectMultivariateAnomaly → PipelineStage

195.  def transformSchema(schema: StructType, logging: Boolean): StructType

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

196.  val uid: String

     Definition Classes

     SimpleDetectMultivariateAnomaly → SynapseMLLogging → Identifiable

197.  def upload(df: DataFrame): String

     Attributes

     protected

     Definition Classes

     MADBase

198.  val url: Param[String]

     Definition Classes

     HasURL

199.  def urlPath: String

     Definition Classes

     SimpleDetectMultivariateAnomaly → HasUrlPath

200.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

201.  final def wait(arg0: Long, arg1: Int): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

202.  final def wait(arg0: Long): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

203.  def write: MLWriter

     Definition Classes

     ComplexParamsWritable → MLWritable