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 alignMode: Param[String]
6.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

7.  val backoffs: IntArrayParam

   Definition Classes

   HasAsyncReply

8.  def blobName: String

   Attributes

   protected

   Definition Classes

   MADBase

9.  lazy val classNameHelper: String

   Attributes

   protected

   Definition Classes

   BaseWrappable

10.  def cleanUpIntermediateData(): Unit

    Definition Classes

    MADBase

11.  final def clear(param: Param[_]): FitMultivariateAnomaly.this.type

    Definition Classes

    Params

12.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

13.  def companionModelClassName: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

14.  val concurrency: Param[Int]

    Definition Classes

    ConcurrencyParams

15.  val concurrentTimeout: Param[Double]

    Definition Classes

    ConcurrencyParams

16.  val connectionString: Param[String]

    Definition Classes

    MADBase

17.  val containerName: Param[String]

    Definition Classes

    MADBase

18.  def contentType: String

    Attributes

    protected

    Definition Classes

    MADHttpRequest

19.  def copy(extra: ParamMap): Estimator[DetectMultivariateAnomaly]

    Definition Classes

    FitMultivariateAnomaly → Estimator → PipelineStage → Params

20.  def copyValues[T <: Params](to: T, extra: ParamMap): T

    Attributes

    protected

    Definition Classes

    Params

21.  lazy val copyrightLines: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

22.  final def defaultCopy[T <: Params](extra: ParamMap): T

    Attributes

    protected

    Definition Classes

    Params

23.  val diagnosticsInfo: Param[DiagnosticsInfo]
24.  val displayName: Param[String]
25.  def emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean

    Attributes

    protected

    Definition Classes

    HasServiceParams

26.  val endTime: Param[String]

    Definition Classes

    MADBase

27.  val endpoint: Param[String]

    Definition Classes

    MADBase

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

    Definition Classes

    AnyRef

29.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

30.  val errorCol: Param[String]

    Definition Classes

    HasErrorCol

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

    Definition Classes

    Params

32.  def explainParams(): String

    Definition Classes

    Params

33.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

35.  val fillNAMethod: Param[String]
36.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

37.  def fit(dataset: Dataset[_]): DetectMultivariateAnomaly

    Definition Classes

    FitMultivariateAnomaly → Estimator

38.  def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[DetectMultivariateAnomaly]

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

39.  def fit(dataset: Dataset[_], paramMap: ParamMap): DetectMultivariateAnomaly

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

40.  def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DetectMultivariateAnomaly

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    Definition Classes

    Params

42.  def getAlignMode: Option[String]
43.  def getBackoffs: Array[Int]
    Definition Classes

    HasAsyncReply

44.  def getBlobContainerClient(storageName: String, storageKey: String, endpoint: String, sasToken: String, containerName: String): BlobContainerClient

    Attributes

    protected

    Definition Classes

    MADBase

45.  def getBlobContainerClient(storageConnectionString: String, containerName: String): BlobContainerClient

    Attributes

    protected

    Definition Classes

    MADBase

46.  def getBlobContainerClient: BlobContainerClient

    Attributes

    protected

    Definition Classes

    MADBase

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 getConnectionString: Option[String]

    Definition Classes

    MADBase

51.  def getContainerName: String

    Definition Classes

    MADBase

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

    Definition Classes

    Params

53.  def getDiagnosticsInfo: Option[DiagnosticsInfo]
54.  def getDisplayName: Option[String]
55.  def getEndTime: String

    Definition Classes

    MADBase

56.  def getEndpoint: Option[String]

    Definition Classes

    MADBase

57.  def getErrorCol: String

    Definition Classes

    HasErrorCol

58.  def getFillNAMethod: Option[String]
59.  def getInitialPollingDelay: Int
    Definition Classes

    HasAsyncReply

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

    HasInputCols

61.  def getIntermediateSaveDir: String

    Definition Classes

    MADBase

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 getPaddingValue: Option[Int]
66.  def getParam(paramName: String): Param[Any]

    Definition Classes

    Params

67.  def getPollingDelay: Int
    Definition Classes

    HasAsyncReply

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

69.  def getSASToken: Option[String]

    Definition Classes

    MADBase

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

    Definition Classes

    HasServiceParams

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

    Definition Classes

    HasServiceParams

72.  def getSlidingWindow: Option[Int]
73.  def getStartTime: String

    Definition Classes

    MADBase

74.  def getStorageKey: Option[String]

    Definition Classes

    MADBase

75.  def getStorageName: Option[String]

    Definition Classes

    MADBase

76.  def getSubscriptionKey: String

    Definition Classes

    HasSubscriptionKey

77.  def getSubscriptionKeyCol: String

    Definition Classes

    HasSubscriptionKey

78.  def getSuppressMaxRetriesExceededException: Boolean
    Definition Classes

    HasAsyncReply

79.  def getTimeout: Double
    Definition Classes

    ConcurrencyParams

80.  def getTimestampCol: String

    Definition Classes

    MADBase

81.  def getUrl: String
    Definition Classes

    HasURL

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Definition Classes

    HasServiceParams

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

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    MADHttpRequest → HasAsyncReply

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

    Definition Classes

    Params

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

    Definition Classes

    Params

94.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

95.  val initialPollingDelay: IntParam

    Definition Classes

    HasAsyncReply

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

98.  val inputCols: StringArrayParam

    The names of the inputColumns

    The names of the inputColumns

    Definition Classes

    HasInputCols

99.  val intermediateSaveDir: Param[String]

    Definition Classes

    MADBase

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

     Definition Classes

     Params

101.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

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

     Definition Classes

     Params

103.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

104.  def log: Logger

     Attributes

     protected

     Definition Classes

     Logging

105.  def logBase(methodName: String): Unit

     Attributes

     protected

     Definition Classes

     BasicLogging

106.  def logClass(): Unit

     Definition Classes

     BasicLogging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     BasicLogging

112.  def logFit[T](f: ⇒ T): T

     Definition Classes

     BasicLogging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

115.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

116.  def logPredict[T](f: ⇒ T): T

     Definition Classes

     BasicLogging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

119.  def logTrain[T](f: ⇒ T): T

     Definition Classes

     BasicLogging

120.  def logTransform[T](f: ⇒ T): T

     Definition Classes

     BasicLogging

121.  def logVerb[T](verb: String, f: ⇒ T): T

     Definition Classes

     BasicLogging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Definition Classes

     PythonWrappable

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

     Definition Classes

     RWrappable

126.  val maxPollingRetries: IntParam

     Definition Classes

     HasAsyncReply

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

     Definition Classes

     AnyRef

128.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

129.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

130.  val outputCol: Param[String]

     The name of the output column

     The name of the output column

     Definition Classes

     HasOutputCol

131.  val paddingValue: IntParam
132.  lazy val params: Array[Param[_]]

     Definition Classes

     Params

133.  val pollingDelay: IntParam

     Definition Classes

     HasAsyncReply

134.  def prepareEntity(source: String): Option[AbstractHttpEntity]

     Attributes

     protected

     Definition Classes

     FitMultivariateAnomaly → MADHttpRequest

135.  def prepareMethod(): HttpRequestBase

     Attributes

     protected

     Definition Classes

     MADHttpRequest

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

     Attributes

     protected

     Definition Classes

     MADHttpRequest

137.  def prepareUrl: String

     Attributes

     protected

     Definition Classes

     FitMultivariateAnomaly → MADHttpRequest

138.  def pyAdditionalMethods: String

     Definition Classes

     MADBase → HasSetLocation → PythonWrappable

139.  lazy val pyClassDoc: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

140.  lazy val pyClassName: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

141.  def pyExtraEstimatorImports: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

142.  def pyExtraEstimatorMethods: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

143.  lazy val pyInheritedClasses: Seq[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

144.  def pyInitFunc(): String

     Definition Classes

     PythonWrappable

145.  lazy val pyInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     PythonWrappable

146.  lazy val pyObjectBaseClass: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

151.  def pyParamsArgs: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

152.  def pyParamsDefaults: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

153.  lazy val pyParamsDefinitions: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

154.  def pyParamsGetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

155.  def pyParamsSetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

156.  def pythonClass(): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     MADHttpRequest → HasAsyncReply

158.  def rClass(): String

     Attributes

     protected

     Definition Classes

     RWrappable

159.  def rDocString: String

     Attributes

     protected

     Definition Classes

     RWrappable

160.  def rExtraBodyLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

161.  def rExtraInitLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

162.  lazy val rFuncName: String

     Attributes

     protected

     Definition Classes

     RWrappable

163.  lazy val rInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     RWrappable

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

     Attributes

     protected

     Definition Classes

     RWrappable

165.  def rParamsArgs: String

     Attributes

     protected

     Definition Classes

     RWrappable

166.  def rSetterLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

167.  val sasToken: Param[String]

     Definition Classes

     MADBase

168.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

169.  final def set(paramPair: ParamPair[_]): FitMultivariateAnomaly.this.type

     Attributes

     protected

     Definition Classes

     Params

170.  final def set(param: String, value: Any): FitMultivariateAnomaly.this.type

     Attributes

     protected

     Definition Classes

     Params

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

     Definition Classes

     Params

172.  def setAlignMode(v: String): FitMultivariateAnomaly.this.type
173.  def setBackoffs(value: Array[Int]): FitMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

174.  def setConcurrency(value: Int): FitMultivariateAnomaly.this.type
     Definition Classes

     ConcurrencyParams

175.  def setConcurrentTimeout(value: Option[Double]): FitMultivariateAnomaly.this.type

     Definition Classes

     ConcurrencyParams

176.  def setConcurrentTimeout(value: Double): FitMultivariateAnomaly.this.type
     Definition Classes

     ConcurrencyParams

177.  def setConnectionString(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     MADBase

178.  def setContainerName(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     MADBase

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

181.  def setDiagnosticsInfo(v: DiagnosticsInfo): FitMultivariateAnomaly.this.type
182.  def setDisplayName(v: String): FitMultivariateAnomaly.this.type
183.  def setEndTime(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     MADBase

184.  def setEndpoint(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     MADBase

185.  def setErrorCol(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     HasErrorCol

186.  def setFillNAMethod(v: String): FitMultivariateAnomaly.this.type
187.  def setInitialPollingDelay(value: Int): FitMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

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

     HasInputCols

189.  def setIntermediateSaveDir(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     MADBase

190.  def setLocation(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     HasSetLocation

191.  def setMaxPollingRetries(value: Int): FitMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

192.  def setOutputCol(value: String): FitMultivariateAnomaly.this.type
     Definition Classes

     HasOutputCol

193.  def setPaddingValue(v: Int): FitMultivariateAnomaly.this.type
194.  def setPollingDelay(value: Int): FitMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

195.  def setSASToken(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     MADBase

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

     Definition Classes

     HasServiceParams

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

     Definition Classes

     HasServiceParams

198.  def setSlidingWindow(v: Int): FitMultivariateAnomaly.this.type
199.  def setStartTime(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     MADBase

200.  def setStorageKey(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     MADBase

201.  def setStorageName(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     MADBase

202.  def setSubscriptionKey(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     HasSubscriptionKey

203.  def setSubscriptionKeyCol(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     HasSubscriptionKey

204.  def setSuppressMaxRetriesExceededException(value: Boolean): FitMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

205.  def setTimeout(value: Double): FitMultivariateAnomaly.this.type
     Definition Classes

     ConcurrencyParams

206.  def setTimestampCol(v: String): FitMultivariateAnomaly.this.type

     Definition Classes

     MADBase

207.  def setUrl(value: String): FitMultivariateAnomaly.this.type
     Definition Classes

     HasURL

208.  def setVectorParam(name: String, value: String): FitMultivariateAnomaly.this.type

     Definition Classes

     HasServiceParams

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

     Definition Classes

     HasServiceParams

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

     Attributes

     protected

     Definition Classes

     HasServiceParams

211.  val slidingWindow: IntParam
212.  val startTime: Param[String]

     Definition Classes

     MADBase

213.  val storageKey: Param[String]

     Definition Classes

     MADBase

214.  val storageName: Param[String]

     Definition Classes

     MADBase

215.  def storeFeatureInCsv(rows: Array[Row], timestampColIdx: Int, featureIdx: Int, out: OutputStream): Unit

     Attributes

     protected

     Definition Classes

     MADBase

216.  val subscriptionKey: ServiceParam[String]

     Definition Classes

     HasSubscriptionKey

217.  val subscriptionKeyHeaderName: String

     Attributes

     protected

     Definition Classes

     MADHttpRequest

218.  val suppressMaxRetriesExceededException: BooleanParam

     Definition Classes

     HasAsyncReply

219.  final def synchronized[T0](arg0: ⇒ T0): T0

     Definition Classes

     AnyRef

220.  val timeout: Param[Double]

     Definition Classes

     ConcurrencyParams

221.  val timestampCol: Param[String]

     Definition Classes

     MADBase

222.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Definition Classes

     FitMultivariateAnomaly → PipelineStage

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

225.  val uid: String

     Definition Classes

     FitMultivariateAnomaly → BasicLogging → Identifiable

226.  def upload(blobContainerClient: BlobContainerClient, df: DataFrame): String

     Attributes

     protected

     Definition Classes

     MADBase

227.  val url: Param[String]

     Definition Classes

     HasURL

228.  def urlPath: String

     Definition Classes

     FitMultivariateAnomaly → HasUrlPath

229.  val ver: String

     Definition Classes

     BasicLogging

230.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

233.  def write: MLWriter

     Definition Classes

     ComplexParamsWritable → MLWritable