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 blobPath: Path

   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[_]): SimpleFitMultivariateAnomaly.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.  def contentType: String

    Attributes

    protected

    Definition Classes

    MADHttpRequest

15.  def convertTimeFormat(name: String, v: String): String

    Attributes

    protected

    Definition Classes

    TimeConverter

16.  def copy(extra: ParamMap): SimpleFitMultivariateAnomaly

    Definition Classes

    SimpleFitMultivariateAnomaly → Estimator → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

18.  lazy val copyrightLines: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

19.  val dataSchema: String
20.  final def defaultCopy[T <: Params](extra: ParamMap): T

    Attributes

    protected

    Definition Classes

    Params

21.  val displayName: Param[String]
22.  def dotnetAdditionalMethods: String

    Definition Classes

    HasSetLocation → DotnetWrappable

23.  def dotnetClass(): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

24.  lazy val dotnetClassName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

25.  lazy val dotnetClassNameString: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

26.  lazy val dotnetClassWrapperName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

27.  lazy val dotnetCopyrightLines: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

28.  def dotnetExtraEstimatorImports: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

29.  def dotnetExtraMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

30.  lazy val dotnetInternalWrapper: Boolean

    Attributes

    protected

    Definition Classes

    DotnetWrappable

31.  def dotnetMLReadWriteMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

32.  lazy val dotnetNamespace: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

33.  lazy val dotnetObjectBaseClass: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

34.  def dotnetParamGetter(p: Param[_]): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

35.  def dotnetParamGetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

36.  def dotnetParamSetter(p: Param[_]): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

37.  def dotnetParamSetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

38.  def dotnetWrapAsTypeMethod: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

40.  val endTime: Param[String]

    Definition Classes

    MADBase

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

    Definition Classes

    AnyRef

42.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

43.  val errorCol: Param[String]

    Definition Classes

    HasErrorCol

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

    Definition Classes

    Params

45.  def explainParams(): String

    Definition Classes

    Params

46.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

48.  val fillNAMethod: Param[String]
49.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

50.  def fit(dataset: Dataset[_]): SimpleDetectMultivariateAnomaly

    Definition Classes

    SimpleFitMultivariateAnomaly → Estimator

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

52.  def fit(dataset: Dataset[_], paramMap: ParamMap): SimpleDetectMultivariateAnomaly

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    Definition Classes

    Params

55.  def getAlignMode: String
56.  def getBackoffs: Array[Int]
    Definition Classes

    HasAsyncReply

57.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    Params

59.  def getDisplayName: String
60.  def getEndTime: String

    Definition Classes

    MADBase

61.  def getErrorCol: String

    Definition Classes

    HasErrorCol

62.  def getFillNAMethod: String
63.  def getInitialPollingDelay: Int
    Definition Classes

    HasAsyncReply

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

    HasInputCols

65.  def getIntermediateSaveDir: String

    Definition Classes

    MADBase

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

    Attributes

    protected

    Definition Classes

    DomainHelper

67.  def getMaxPollingRetries: Int
    Definition Classes

    HasAsyncReply

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

    Definition Classes

    Params

69.  def getOutputCol: String
    Definition Classes

    HasOutputCol

70.  def getPaddingValue: Int
71.  def getParam(paramName: String): Param[Any]

    Definition Classes

    Params

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

    Definition Classes

    BaseWrappable

73.  def getPollingDelay: Int
    Definition Classes

    HasAsyncReply

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Definition Classes

    HasServiceParams

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

    Definition Classes

    HasServiceParams

77.  def getSlidingWindow: Int
78.  def getStartTime: String

    Definition Classes

    MADBase

79.  def getSubscriptionKey: String

    Definition Classes

    HasSubscriptionKey

80.  def getSubscriptionKeyCol: String

    Definition Classes

    HasSubscriptionKey

81.  def getSuppressMaxRetriesException: Boolean
    Definition Classes

    HasAsyncReply

82.  def getTimestampCol: String

    Definition Classes

    HasTimestampCol

83.  def getUrl: String
    Definition Classes

    HasURL

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Definition Classes

    HasServiceParams

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

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    MADHttpRequest → HasAsyncReply

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

    Definition Classes

    Params

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

    Definition Classes

    Params

96.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

97.  val initialPollingDelay: IntParam

    Definition Classes

    HasAsyncReply

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

100.  val inputCols: StringArrayParam

     The names of the inputColumns

     The names of the inputColumns

     Definition Classes

     HasInputCols

101.  val intermediateSaveDir: Param[String]

     Definition Classes

     MADBase

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

     Definition Classes

     Params

103.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

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

     Definition Classes

     Params

105.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

106.  def log: Logger

     Attributes

     protected

     Definition Classes

     Logging

107.  def logBase(info: SynapseMLLogInfo): Unit

     Attributes

     protected

     Definition Classes

     SynapseMLLogging

108.  def logBase(methodName: String, columns: Option[Int]): Unit

     Attributes

     protected

     Definition Classes

     SynapseMLLogging

109.  def logClass(): Unit

     Definition Classes

     SynapseMLLogging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     SynapseMLLogging

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

     Definition Classes

     SynapseMLLogging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

118.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

121.  def logTrain[T](f: ⇒ T, columns: Int): T

     Definition Classes

     SynapseMLLogging

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

     Definition Classes

     SynapseMLLogging

123.  def logVerb[T](verb: String, f: ⇒ T, columns: Int = -1): T

     Definition Classes

     SynapseMLLogging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

126.  def makeDotnetFile(conf: CodegenConfig): Unit

     Definition Classes

     DotnetWrappable

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

     Definition Classes

     PythonWrappable

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

     Definition Classes

     RWrappable

129.  val maxPollingRetries: IntParam

     Definition Classes

     HasAsyncReply

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

     Definition Classes

     AnyRef

131.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

132.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

133.  val outputCol: Param[String]

     The name of the output column

     The name of the output column

     Definition Classes

     HasOutputCol

134.  val paddingValue: IntParam
135.  lazy val params: Array[Param[_]]

     Definition Classes

     Params

136.  val pollingDelay: IntParam

     Definition Classes

     HasAsyncReply

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

     Attributes

     protected

     Definition Classes

     SimpleFitMultivariateAnomaly → MADHttpRequest

138.  def prepareMethod(): HttpRequestBase

     Attributes

     protected

     Definition Classes

     MADHttpRequest

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

     Attributes

     protected

     Definition Classes

     MADHttpRequest

140.  def prepareUrl: String

     Attributes

     protected

     Definition Classes

     SimpleFitMultivariateAnomaly → MADHttpRequest

141.  def pyAdditionalMethods: String

     Definition Classes

     MADBase → HasSetLocation → PythonWrappable

142.  lazy val pyClassDoc: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

143.  lazy val pyClassName: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

144.  def pyExtraEstimatorImports: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

145.  def pyExtraEstimatorMethods: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

146.  lazy val pyInheritedClasses: Seq[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

147.  def pyInitFunc(): String

     Definition Classes

     PythonWrappable

148.  lazy val pyInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     PythonWrappable

149.  lazy val pyObjectBaseClass: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

154.  def pyParamsArgs: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

155.  def pyParamsDefaults: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

156.  lazy val pyParamsDefinitions: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

157.  def pyParamsGetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

158.  def pyParamsSetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

159.  def pythonClass(): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     MADHttpRequest → HasAsyncReply

161.  def rClass(): String

     Attributes

     protected

     Definition Classes

     RWrappable

162.  def rDocString: String

     Attributes

     protected

     Definition Classes

     RWrappable

163.  def rExtraBodyLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

164.  def rExtraInitLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

165.  lazy val rFuncName: String

     Attributes

     protected

     Definition Classes

     RWrappable

166.  lazy val rInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     RWrappable

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

     Attributes

     protected

     Definition Classes

     RWrappable

168.  def rParamsArgs: String

     Attributes

     protected

     Definition Classes

     RWrappable

169.  def rSetterLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

170.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

171.  final def set(paramPair: ParamPair[_]): SimpleFitMultivariateAnomaly.this.type

     Attributes

     protected

     Definition Classes

     Params

172.  final def set(param: String, value: Any): SimpleFitMultivariateAnomaly.this.type

     Attributes

     protected

     Definition Classes

     Params

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

     Definition Classes

     Params

174.  def setAlignMode(v: String): SimpleFitMultivariateAnomaly.this.type
175.  def setBackoffs(value: Array[Int]): SimpleFitMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

178.  def setDisplayName(v: String): SimpleFitMultivariateAnomaly.this.type
179.  def setEndTime(v: String): SimpleFitMultivariateAnomaly.this.type

     Definition Classes

     MADBase

180.  def setErrorCol(v: String): SimpleFitMultivariateAnomaly.this.type

     Definition Classes

     HasErrorCol

181.  def setFillNAMethod(v: String): SimpleFitMultivariateAnomaly.this.type
182.  def setInitialPollingDelay(value: Int): SimpleFitMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

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

     HasInputCols

184.  def setIntermediateSaveDir(v: String): SimpleFitMultivariateAnomaly.this.type

     Definition Classes

     MADBase

185.  def setLocation(v: String): SimpleFitMultivariateAnomaly.this.type

     Definition Classes

     HasSetLocation

186.  def setMaxPollingRetries(value: Int): SimpleFitMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

187.  def setOutputCol(value: String): SimpleFitMultivariateAnomaly.this.type
     Definition Classes

     HasOutputCol

188.  def setPaddingValue(v: Int): SimpleFitMultivariateAnomaly.this.type
189.  def setPollingDelay(value: Int): SimpleFitMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

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

     Definition Classes

     HasServiceParams

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

     Definition Classes

     HasServiceParams

192.  def setSlidingWindow(v: Int): SimpleFitMultivariateAnomaly.this.type
193.  def setStartTime(v: String): SimpleFitMultivariateAnomaly.this.type

     Definition Classes

     MADBase

194.  def setSubscriptionKey(v: String): SimpleFitMultivariateAnomaly.this.type

     Definition Classes

     HasSubscriptionKey

195.  def setSubscriptionKeyCol(v: String): SimpleFitMultivariateAnomaly.this.type

     Definition Classes

     HasSubscriptionKey

196.  def setSuppressMaxRetriesException(value: Boolean): SimpleFitMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

197.  def setTimestampCol(v: String): SimpleFitMultivariateAnomaly.this.type

     Definition Classes

     HasTimestampCol

198.  def setUrl(value: String): SimpleFitMultivariateAnomaly.this.type
     Definition Classes

     HasURL

199.  def setVectorParam(name: String, value: String): SimpleFitMultivariateAnomaly.this.type

     Definition Classes

     HasServiceParams

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

     Definition Classes

     HasServiceParams

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

     Attributes

     protected

     Definition Classes

     HasServiceParams

202.  val slidingWindow: IntParam
203.  val startTime: Param[String]

     Definition Classes

     MADBase

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

     Attributes

     protected

     Definition Classes

     MADBase

205.  val subscriptionKey: ServiceParam[String]

     Definition Classes

     HasSubscriptionKey

206.  val subscriptionKeyHeaderName: String

     Attributes

     protected

     Definition Classes

     MADHttpRequest

207.  val suppressMaxRetriesException: BooleanParam

     Definition Classes

     HasAsyncReply

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

     Definition Classes

     AnyRef

209.  val thisStage: Params

     Attributes

     protected

     Definition Classes

     BaseWrappable

210.  def timeoutResult(key: Option[String], client: CloseableHttpClient, queryUrl: URI, maxTries: Int): HTTPResponseData

     Attributes

     protected

     Definition Classes

     SimpleFitMultivariateAnomaly → MADHttpRequest

211.  val timestampCol: Param[String]

     Definition Classes

     HasTimestampCol

212.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Definition Classes

     SimpleFitMultivariateAnomaly → PipelineStage

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

215.  val uid: String

     Definition Classes

     SimpleFitMultivariateAnomaly → SynapseMLLogging → Identifiable

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

     Attributes

     protected

     Definition Classes

     MADBase

217.  val url: Param[String]

     Definition Classes

     HasURL

218.  def urlPath: String

     Definition Classes

     SimpleFitMultivariateAnomaly → HasUrlPath

219.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

222.  def write: MLWriter

     Definition Classes

     ComplexParamsWritable → MLWritable