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

   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[_]): DetectMultivariateAnomaly.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 concurrency: Param[Int]

    Definition Classes

    ConcurrencyParams

14.  val concurrentTimeout: Param[Double]

    Definition Classes

    ConcurrencyParams

15.  val connectionString: Param[String]

    Definition Classes

    MADBase

16.  val containerName: Param[String]

    Definition Classes

    MADBase

17.  def contentType: String

    Attributes

    protected

    Definition Classes

    MADHttpRequest

18.  def copy(extra: ParamMap): DetectMultivariateAnomaly

    Definition Classes

    DetectMultivariateAnomaly → Model → Transformer → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

20.  lazy val copyrightLines: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

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

    Attributes

    protected

    Definition Classes

    Params

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

23.  val endTime: Param[String]

    Definition Classes

    MADBase

24.  val endpoint: Param[String]

    Definition Classes

    MADBase

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

    Definition Classes

    AnyRef

26.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

27.  val errorCol: Param[String]

    Definition Classes

    HasErrorCol

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

    Definition Classes

    Params

29.  def explainParams(): String

    Definition Classes

    Params

30.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

32.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    Definition Classes

    Params

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

    HasAsyncReply

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

    Attributes

    protected

    Definition Classes

    MADBase

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

    Attributes

    protected

    Definition Classes

    MADBase

37.  def getBlobContainerClient: BlobContainerClient

    Attributes

    protected

    Definition Classes

    MADBase

38.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

39.  def getConcurrency: Int
    Definition Classes

    ConcurrencyParams

40.  def getConcurrentTimeout: Double
    Definition Classes

    ConcurrencyParams

41.  def getConnectionString: Option[String]

    Definition Classes

    MADBase

42.  def getContainerName: String

    Definition Classes

    MADBase

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

    Definition Classes

    Params

44.  def getEndTime: String

    Definition Classes

    MADBase

45.  def getEndpoint: Option[String]

    Definition Classes

    MADBase

46.  def getErrorCol: String

    Definition Classes

    HasErrorCol

47.  def getInitialPollingDelay: Int
    Definition Classes

    HasAsyncReply

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

    HasInputCols

49.  def getIntermediateSaveDir: String

    Definition Classes

    MADBase

50.  def getMaxPollingRetries: Int
    Definition Classes

    HasAsyncReply

51.  def getModelId: String
52.  final def getOrDefault[T](param: Param[T]): T

    Definition Classes

    Params

53.  def getOutputCol: String
    Definition Classes

    HasOutputCol

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

    Definition Classes

    Params

55.  def getPollingDelay: Int
    Definition Classes

    HasAsyncReply

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

57.  def getSASToken: Option[String]

    Definition Classes

    MADBase

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

    Definition Classes

    HasServiceParams

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

    Definition Classes

    HasServiceParams

60.  def getStartTime: String

    Definition Classes

    MADBase

61.  def getStorageKey: Option[String]

    Definition Classes

    MADBase

62.  def getStorageName: Option[String]

    Definition Classes

    MADBase

63.  def getSubscriptionKey: String

    Definition Classes

    HasSubscriptionKey

64.  def getSubscriptionKeyCol: String

    Definition Classes

    HasSubscriptionKey

65.  def getSuppressMaxRetriesExceededException: Boolean
    Definition Classes

    HasAsyncReply

66.  def getTimeout: Double
    Definition Classes

    ConcurrencyParams

67.  def getTimestampCol: String

    Definition Classes

    MADBase

68.  def getUrl: String
    Definition Classes

    HasURL

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Definition Classes

    HasServiceParams

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

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    HasServiceParams

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

    Attributes

    protected

    Definition Classes

    MADHttpRequest → HasAsyncReply

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

    Definition Classes

    Params

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

    Definition Classes

    Params

81.  def hasParent: Boolean

    Definition Classes

    Model

82.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

83.  val initialPollingDelay: IntParam

    Definition Classes

    HasAsyncReply

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

86.  val inputCols: StringArrayParam

    The names of the inputColumns

    The names of the inputColumns

    Definition Classes

    HasInputCols

87.  val intermediateSaveDir: Param[String]

    Definition Classes

    MADBase

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

    Definition Classes

    Params

89.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

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

    Definition Classes

    Params

91.  def isTraceEnabled(): Boolean

    Attributes

    protected

    Definition Classes

    Logging

92.  def log: Logger

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    BasicLogging

94.  def logClass(): Unit

    Definition Classes

    BasicLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    BasicLogging

100.  def logFit[T](f: ⇒ T): T

     Definition Classes

     BasicLogging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

103.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

104.  def logPredict[T](f: ⇒ T): T

     Definition Classes

     BasicLogging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

107.  def logTrain[T](f: ⇒ T): T

     Definition Classes

     BasicLogging

108.  def logTransform[T](f: ⇒ T): T

     Definition Classes

     BasicLogging

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

     Definition Classes

     BasicLogging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Definition Classes

     PythonWrappable

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

     Definition Classes

     RWrappable

114.  val maxPollingRetries: IntParam

     Definition Classes

     HasAsyncReply

115.  val modelId: Param[String]
116.  final def ne(arg0: AnyRef): Boolean

     Definition Classes

     AnyRef

117.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

118.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

119.  val outputCol: Param[String]

     The name of the output column

     The name of the output column

     Definition Classes

     HasOutputCol

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

     Definition Classes

     Params

121.  var parent: Estimator[DetectMultivariateAnomaly]

     Definition Classes

     Model

122.  val pollingDelay: IntParam

     Definition Classes

     HasAsyncReply

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

     Attributes

     protected

     Definition Classes

     DetectMultivariateAnomaly → MADHttpRequest

124.  def prepareMethod(): HttpRequestBase

     Attributes

     protected

     Definition Classes

     MADHttpRequest

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

     Attributes

     protected

     Definition Classes

     MADHttpRequest

126.  def prepareUrl: String

     Attributes

     protected

     Definition Classes

     DetectMultivariateAnomaly → MADHttpRequest

127.  def pyAdditionalMethods: String

     Definition Classes

     MADBase → HasSetLocation → PythonWrappable

128.  lazy val pyClassDoc: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

129.  lazy val pyClassName: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

130.  def pyExtraEstimatorImports: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

131.  def pyExtraEstimatorMethods: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

132.  lazy val pyInheritedClasses: Seq[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

133.  def pyInitFunc(): String

     Definition Classes

     PythonWrappable

134.  lazy val pyInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     PythonWrappable

135.  lazy val pyObjectBaseClass: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

140.  def pyParamsArgs: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

141.  def pyParamsDefaults: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

142.  lazy val pyParamsDefinitions: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

143.  def pyParamsGetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

144.  def pyParamsSetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

145.  def pythonClass(): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     MADHttpRequest → HasAsyncReply

147.  def rClass(): String

     Attributes

     protected

     Definition Classes

     RWrappable

148.  def rDocString: String

     Attributes

     protected

     Definition Classes

     RWrappable

149.  def rExtraBodyLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

150.  def rExtraInitLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

151.  lazy val rFuncName: String

     Attributes

     protected

     Definition Classes

     RWrappable

152.  lazy val rInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     RWrappable

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

     Attributes

     protected

     Definition Classes

     RWrappable

154.  def rParamsArgs: String

     Attributes

     protected

     Definition Classes

     RWrappable

155.  def rSetterLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

156.  val sasToken: Param[String]

     Definition Classes

     MADBase

157.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

158.  final def set(paramPair: ParamPair[_]): DetectMultivariateAnomaly.this.type

     Attributes

     protected

     Definition Classes

     Params

159.  final def set(param: String, value: Any): DetectMultivariateAnomaly.this.type

     Attributes

     protected

     Definition Classes

     Params

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

     Definition Classes

     Params

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

     HasAsyncReply

162.  def setConcurrency(value: Int): DetectMultivariateAnomaly.this.type
     Definition Classes

     ConcurrencyParams

163.  def setConcurrentTimeout(value: Option[Double]): DetectMultivariateAnomaly.this.type

     Definition Classes

     ConcurrencyParams

164.  def setConcurrentTimeout(value: Double): DetectMultivariateAnomaly.this.type
     Definition Classes

     ConcurrencyParams

165.  def setConnectionString(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     MADBase

166.  def setContainerName(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     MADBase

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

169.  def setEndTime(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     MADBase

170.  def setEndpoint(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     MADBase

171.  def setErrorCol(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     HasErrorCol

172.  def setInitialPollingDelay(value: Int): DetectMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

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

     HasInputCols

174.  def setIntermediateSaveDir(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     MADBase

175.  def setLocation(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     HasSetLocation

176.  def setMaxPollingRetries(value: Int): DetectMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

177.  def setModelId(v: String): DetectMultivariateAnomaly.this.type
178.  def setOutputCol(value: String): DetectMultivariateAnomaly.this.type
     Definition Classes

     HasOutputCol

179.  def setParent(parent: Estimator[DetectMultivariateAnomaly]): DetectMultivariateAnomaly

     Definition Classes

     Model

180.  def setPollingDelay(value: Int): DetectMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

181.  def setSASToken(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     MADBase

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

     Definition Classes

     HasServiceParams

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

     Definition Classes

     HasServiceParams

184.  def setStartTime(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     MADBase

185.  def setStorageKey(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     MADBase

186.  def setStorageName(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     MADBase

187.  def setSubscriptionKey(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     HasSubscriptionKey

188.  def setSubscriptionKeyCol(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     HasSubscriptionKey

189.  def setSuppressMaxRetriesExceededException(value: Boolean): DetectMultivariateAnomaly.this.type
     Definition Classes

     HasAsyncReply

190.  def setTimeout(value: Double): DetectMultivariateAnomaly.this.type
     Definition Classes

     ConcurrencyParams

191.  def setTimestampCol(v: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     MADBase

192.  def setUrl(value: String): DetectMultivariateAnomaly.this.type
     Definition Classes

     HasURL

193.  def setVectorParam(name: String, value: String): DetectMultivariateAnomaly.this.type

     Definition Classes

     HasServiceParams

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

     Definition Classes

     HasServiceParams

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

     Attributes

     protected

     Definition Classes

     HasServiceParams

196.  val startTime: Param[String]

     Definition Classes

     MADBase

197.  val storageKey: Param[String]

     Definition Classes

     MADBase

198.  val storageName: Param[String]

     Definition Classes

     MADBase

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

     Attributes

     protected

     Definition Classes

     MADBase

200.  val subscriptionKey: ServiceParam[String]

     Definition Classes

     HasSubscriptionKey

201.  val subscriptionKeyHeaderName: String

     Attributes

     protected

     Definition Classes

     MADHttpRequest

202.  val suppressMaxRetriesExceededException: BooleanParam

     Definition Classes

     HasAsyncReply

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

     Definition Classes

     AnyRef

204.  val timeout: Param[Double]

     Definition Classes

     ConcurrencyParams

205.  val timestampCol: Param[String]

     Definition Classes

     MADBase

206.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Definition Classes

     DetectMultivariateAnomaly → Transformer

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

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

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

     Definition Classes

     DetectMultivariateAnomaly → PipelineStage

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

212.  val uid: String

     Definition Classes

     DetectMultivariateAnomaly → BasicLogging → Identifiable

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

     Attributes

     protected

     Definition Classes

     MADBase

214.  val url: Param[String]

     Definition Classes

     HasURL

215.  def urlPath: String

     Definition Classes

     DetectMultivariateAnomaly → HasUrlPath

216.  val ver: String

     Definition Classes

     BasicLogging

217.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

220.  def write: MLWriter

     Definition Classes

     ComplexParamsWritable → MLWritable