c
com.microsoft.azure.synapse.ml.services.anomaly
SimpleDetectMultivariateAnomaly
Companion object SimpleDetectMultivariateAnomaly
class SimpleDetectMultivariateAnomaly extends Model[SimpleDetectMultivariateAnomaly] with MADBase with HasHandler with DetectMAParams
- Annotations
- @deprecated
- Deprecated
(Since version v1.0.0)
Linear Supertypes
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Inherited
- SimpleDetectMultivariateAnomaly
- DetectMAParams
- HasHandler
- MADBase
- SynapseMLLogging
- HasErrorCol
- HasTimestampCol
- ComplexParamsWritable
- MLWritable
- HasInputCols
- HasSetLocation
- DomainHelper
- HasUrlPath
- Wrappable
- RWrappable
- PythonWrappable
- BaseWrappable
- MADHttpRequest
- HasAsyncReply
- HasSubscriptionKey
- HasServiceParams
- HasURL
- TimeConverter
- HasOutputCol
- Model
- Transformer
- PipelineStage
- Logging
- Params
- Serializable
- Serializable
- Identifiable
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final
def
!=(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
-
final
def
##(): Int
- Definition Classes
- AnyRef → Any
-
final
def
$[T](param: Param[T]): T
- Attributes
- protected
- Definition Classes
- Params
-
final
def
==(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
-
final
def
asInstanceOf[T0]: T0
- Definition Classes
- Any
-
val
backoffs: IntArrayParam
- Definition Classes
- HasAsyncReply
-
def
blobPath: Path
- Attributes
- protected
- Definition Classes
- MADBase
-
lazy val
classNameHelper: String
- Attributes
- protected
- Definition Classes
- BaseWrappable
-
def
cleanUpIntermediateData(): Unit
- Definition Classes
- MADBase
-
final
def
clear(param: Param[_]): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- Params
-
def
clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws( ... ) @native()
-
def
companionModelClassName: String
- Attributes
- protected
- Definition Classes
- BaseWrappable
-
def
contentType: String
- Attributes
- protected
- Definition Classes
- MADHttpRequest
-
def
convertTimeFormat(name: String, v: String): String
- Attributes
- protected
- Definition Classes
- TimeConverter
-
def
copy(extra: ParamMap): SimpleDetectMultivariateAnomaly
- Definition Classes
- SimpleDetectMultivariateAnomaly → Model → Transformer → PipelineStage → Params
-
def
copyValues[T <: Params](to: T, extra: ParamMap): T
- Attributes
- protected
- Definition Classes
- Params
-
lazy val
copyrightLines: String
- Attributes
- protected
- Definition Classes
- BaseWrappable
-
final
def
defaultCopy[T <: Params](extra: ParamMap): T
- Attributes
- protected
- Definition Classes
- Params
-
val
diagnosticsInfo: CognitiveServiceStructParam[DiagnosticsInfo]
- Definition Classes
- DetectMAParams
-
def
emptyParamData[T](row: Row, p: ServiceParam[T]): Boolean
- Attributes
- protected
- Definition Classes
- HasServiceParams
-
val
endTime: Param[String]
- Definition Classes
- MADBase
-
final
def
eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
-
def
equals(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
-
val
errorCol: Param[String]
- Definition Classes
- HasErrorCol
-
def
explainParam(param: Param[_]): String
- Definition Classes
- Params
-
def
explainParams(): String
- Definition Classes
- Params
-
final
def
extractParamMap(): ParamMap
- Definition Classes
- Params
-
final
def
extractParamMap(extra: ParamMap): ParamMap
- Definition Classes
- Params
-
def
finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws( classOf[java.lang.Throwable] )
-
final
def
get[T](param: Param[T]): Option[T]
- Definition Classes
- Params
-
def
getBackoffs: Array[Int]
- Definition Classes
- HasAsyncReply
-
final
def
getClass(): Class[_]
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
-
final
def
getDefault[T](param: Param[T]): Option[T]
- Definition Classes
- Params
-
def
getDiagnosticsInfo: DiagnosticsInfo
- Definition Classes
- DetectMAParams
-
def
getEndTime: String
- Definition Classes
- MADBase
-
def
getErrorCol: String
- Definition Classes
- HasErrorCol
-
def
getHandler: HandlerFunc
- Definition Classes
- HasHandler
-
def
getInitialPollingDelay: Int
- Definition Classes
- HasAsyncReply
-
def
getInputCols: Array[String]
- Definition Classes
- HasInputCols
-
def
getIntermediateSaveDir: String
- Definition Classes
- MADBase
-
def
getLocationDomain(location: String): String
- Attributes
- protected
- Definition Classes
- DomainHelper
-
def
getMaxPollingRetries: Int
- Definition Classes
- HasAsyncReply
-
def
getModelId: String
- Definition Classes
- DetectMAParams
-
final
def
getOrDefault[T](param: Param[T]): T
- Definition Classes
- Params
-
def
getOutputCol: String
- Definition Classes
- HasOutputCol
-
def
getParam(paramName: String): Param[Any]
- Definition Classes
- Params
-
def
getParamInfo(p: Param[_]): ParamInfo[_]
- Definition Classes
- BaseWrappable
-
def
getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
- Attributes
- protected
- Definition Classes
- SynapseMLLogging
-
def
getPollingDelay: Int
- Definition Classes
- HasAsyncReply
-
def
getRequiredParams: Array[ServiceParam[_]]
- Attributes
- protected
- Definition Classes
- HasServiceParams
-
def
getScalarParam[T](name: String): T
- Definition Classes
- HasServiceParams
-
def
getScalarParam[T](p: ServiceParam[T]): T
- Definition Classes
- HasServiceParams
-
def
getStartTime: String
- Definition Classes
- MADBase
-
def
getSubscriptionKey: String
- Definition Classes
- HasSubscriptionKey
-
def
getSubscriptionKeyCol: String
- Definition Classes
- HasSubscriptionKey
-
def
getSuppressMaxRetriesException: Boolean
- Definition Classes
- HasAsyncReply
-
def
getTimestampCol: String
- Definition Classes
- HasTimestampCol
-
def
getTopContributorCount: Int
- Definition Classes
- DetectMAParams
-
def
getUrl: String
- Definition Classes
- HasURL
-
def
getUrlParams: Array[ServiceParam[_]]
- Attributes
- protected
- Definition Classes
- HasServiceParams
-
def
getValue[T](row: Row, p: ServiceParam[T]): T
- Attributes
- protected
- Definition Classes
- HasServiceParams
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def
getValueAny(row: Row, p: ServiceParam[_]): Any
- Attributes
- protected
- Definition Classes
- HasServiceParams
-
def
getValueAnyOpt(row: Row, p: ServiceParam[_]): Option[Any]
- Attributes
- protected
- Definition Classes
- HasServiceParams
-
def
getValueMap(row: Row, excludes: Set[ServiceParam[_]] = Set()): Map[String, Any]
- Attributes
- protected
- Definition Classes
- HasServiceParams
-
def
getValueOpt[T](row: Row, p: ServiceParam[T]): Option[T]
- Attributes
- protected
- Definition Classes
- HasServiceParams
-
def
getVectorParam(name: String): String
- Definition Classes
- HasServiceParams
-
def
getVectorParam(p: ServiceParam[_]): String
- Definition Classes
- HasServiceParams
-
def
getVectorParamMap: Map[String, String]
- Attributes
- protected
- Definition Classes
- HasServiceParams
-
val
handler: UDFParam
- Definition Classes
- HasHandler
-
def
handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
- Definition Classes
- SimpleDetectMultivariateAnomaly → HasHandler → MADHttpRequest → HasAsyncReply
-
final
def
hasDefault[T](param: Param[T]): Boolean
- Definition Classes
- Params
-
def
hasParam(paramName: String): Boolean
- Definition Classes
- Params
-
def
hasParent: Boolean
- Definition Classes
- Model
-
def
hashCode(): Int
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
-
val
initialPollingDelay: IntParam
- Definition Classes
- HasAsyncReply
-
def
initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
- Attributes
- protected
- Definition Classes
- Logging
-
def
initializeLogIfNecessary(isInterpreter: Boolean): Unit
- Attributes
- protected
- Definition Classes
- Logging
-
val
inputCols: StringArrayParam
The names of the inputColumns
The names of the inputColumns
- Definition Classes
- HasInputCols
-
val
intermediateSaveDir: Param[String]
- Definition Classes
- MADBase
-
final
def
isDefined(param: Param[_]): Boolean
- Definition Classes
- Params
-
final
def
isInstanceOf[T0]: Boolean
- Definition Classes
- Any
-
final
def
isSet(param: Param[_]): Boolean
- Definition Classes
- Params
-
def
isTraceEnabled(): Boolean
- Attributes
- protected
- Definition Classes
- Logging
-
def
log: Logger
- Attributes
- protected
- Definition Classes
- Logging
-
def
logBase(info: Map[String, String], featureName: Option[String]): Unit
- Attributes
- protected
- Definition Classes
- SynapseMLLogging
-
def
logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
- Attributes
- protected
- Definition Classes
- SynapseMLLogging
-
def
logClass(featureName: String): Unit
- Definition Classes
- SynapseMLLogging
-
def
logDebug(msg: ⇒ String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
-
def
logDebug(msg: ⇒ String): Unit
- Attributes
- protected
- Definition Classes
- Logging
-
def
logError(msg: ⇒ String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
-
def
logError(msg: ⇒ String): Unit
- Attributes
- protected
- Definition Classes
- Logging
-
def
logErrorBase(methodName: String, e: Exception): Unit
- Attributes
- protected
- Definition Classes
- SynapseMLLogging
-
def
logFit[T](f: ⇒ T, columns: Int): T
- Definition Classes
- SynapseMLLogging
-
def
logInfo(msg: ⇒ String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
-
def
logInfo(msg: ⇒ String): Unit
- Attributes
- protected
- Definition Classes
- Logging
-
def
logName: String
- Attributes
- protected
- Definition Classes
- Logging
-
def
logTrace(msg: ⇒ String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
-
def
logTrace(msg: ⇒ String): Unit
- Attributes
- protected
- Definition Classes
- Logging
-
def
logTransform[T](f: ⇒ T, columns: Int): T
- Definition Classes
- SynapseMLLogging
-
def
logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
- Definition Classes
- SynapseMLLogging
-
def
logWarning(msg: ⇒ String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
-
def
logWarning(msg: ⇒ String): Unit
- Attributes
- protected
- Definition Classes
- Logging
-
def
makePyFile(conf: CodegenConfig): Unit
- Definition Classes
- PythonWrappable
-
def
makeRFile(conf: CodegenConfig): Unit
- Definition Classes
- RWrappable
-
val
maxPollingRetries: IntParam
- Definition Classes
- HasAsyncReply
-
val
modelId: Param[String]
- Definition Classes
- DetectMAParams
-
final
def
ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
-
final
def
notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
-
final
def
notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
-
val
outputCol: Param[String]
The name of the output column
The name of the output column
- Definition Classes
- HasOutputCol
-
lazy val
params: Array[Param[_]]
- Definition Classes
- Params
-
var
parent: Estimator[SimpleDetectMultivariateAnomaly]
- Definition Classes
- Model
-
val
pollingDelay: IntParam
- Definition Classes
- HasAsyncReply
-
def
prepareEntity(dataSource: String): Option[AbstractHttpEntity]
- Attributes
- protected
- Definition Classes
- SimpleDetectMultivariateAnomaly → MADHttpRequest
-
def
prepareMethod(): HttpRequestBase
- Attributes
- protected
- Definition Classes
- MADHttpRequest
-
def
prepareRequest(entity: AbstractHttpEntity): Option[HttpRequestBase]
- Attributes
- protected
- Definition Classes
- MADHttpRequest
-
def
prepareUrl: String
- Attributes
- protected
- Definition Classes
- SimpleDetectMultivariateAnomaly → MADHttpRequest
-
def
pyAdditionalMethods: String
- Definition Classes
- MADBase → HasSetLocation → PythonWrappable
-
lazy val
pyClassDoc: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
lazy val
pyClassName: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
def
pyExtraEstimatorImports: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
def
pyExtraEstimatorMethods: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
lazy val
pyInheritedClasses: Seq[String]
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
def
pyInitFunc(): String
- Definition Classes
- PythonWrappable
-
lazy val
pyInternalWrapper: Boolean
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
lazy val
pyObjectBaseClass: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
def
pyParamArg[T](p: Param[T]): String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
def
pyParamDefault[T](p: Param[T]): Option[String]
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
def
pyParamGetter(p: Param[_]): String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
def
pyParamSetter(p: Param[_]): String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
def
pyParamsArgs: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
def
pyParamsDefaults: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
lazy val
pyParamsDefinitions: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
def
pyParamsGetters: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
def
pyParamsSetters: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
def
pythonClass(): String
- Attributes
- protected
- Definition Classes
- PythonWrappable
-
def
queryForResult(key: Option[String], client: CloseableHttpClient, location: URI): Option[HTTPResponseData]
- Attributes
- protected
- Definition Classes
- MADHttpRequest → HasAsyncReply
-
def
rClass(): String
- Attributes
- protected
- Definition Classes
- RWrappable
-
def
rDocString: String
- Attributes
- protected
- Definition Classes
- RWrappable
-
def
rExtraBodyLines: String
- Attributes
- protected
- Definition Classes
- RWrappable
-
def
rExtraInitLines: String
- Attributes
- protected
- Definition Classes
- RWrappable
-
lazy val
rFuncName: String
- Attributes
- protected
- Definition Classes
- RWrappable
-
lazy val
rInternalWrapper: Boolean
- Attributes
- protected
- Definition Classes
- RWrappable
-
def
rParamArg[T](p: Param[T]): String
- Attributes
- protected
- Definition Classes
- RWrappable
-
def
rParamsArgs: String
- Attributes
- protected
- Definition Classes
- RWrappable
-
def
rSetterLines: String
- Attributes
- protected
- Definition Classes
- RWrappable
-
def
save(path: String): Unit
- Definition Classes
- MLWritable
- Annotations
- @Since( "1.6.0" ) @throws( ... )
-
final
def
set(paramPair: ParamPair[_]): SimpleDetectMultivariateAnomaly.this.type
- Attributes
- protected
- Definition Classes
- Params
-
final
def
set(param: String, value: Any): SimpleDetectMultivariateAnomaly.this.type
- Attributes
- protected
- Definition Classes
- Params
-
final
def
set[T](param: Param[T], value: T): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- Params
-
def
setBackoffs(value: Array[Int]): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasAsyncReply
-
final
def
setDefault(paramPairs: ParamPair[_]*): SimpleDetectMultivariateAnomaly.this.type
- Attributes
- protected
- Definition Classes
- Params
-
final
def
setDefault[T](param: Param[T], value: T): SimpleDetectMultivariateAnomaly.this.type
- Attributes
- protected[org.apache.spark.ml]
- Definition Classes
- Params
-
def
setDiagnosticsInfo(v: DiagnosticsInfo): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- DetectMAParams
-
def
setEndTime(v: String): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- MADBase
-
def
setErrorCol(v: String): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasErrorCol
-
def
setHandler(v: UserDefinedFunction): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasHandler
-
def
setHandler(v: HandlerFunc): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasHandler
-
def
setInitialPollingDelay(value: Int): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasAsyncReply
-
def
setInputCols(value: Array[String]): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasInputCols
-
def
setIntermediateSaveDir(v: String): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- MADBase
-
def
setLocation(v: String): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasSetLocation
-
def
setMaxPollingRetries(value: Int): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasAsyncReply
-
def
setModelId(v: String): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- DetectMAParams
-
def
setOutputCol(value: String): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasOutputCol
-
def
setParent(parent: Estimator[SimpleDetectMultivariateAnomaly]): SimpleDetectMultivariateAnomaly
- Definition Classes
- Model
-
def
setPollingDelay(value: Int): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasAsyncReply
-
def
setScalarParam[T](name: String, value: T): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasServiceParams
-
def
setScalarParam[T](p: ServiceParam[T], value: T): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasServiceParams
-
def
setStartTime(v: String): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- MADBase
-
def
setSubscriptionKey(v: String): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasSubscriptionKey
-
def
setSubscriptionKeyCol(v: String): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasSubscriptionKey
-
def
setSuppressMaxRetriesException(value: Boolean): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasAsyncReply
-
def
setTimestampCol(v: String): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasTimestampCol
-
def
setTopContributorCount(v: Int): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- DetectMAParams
-
def
setUrl(value: String): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasURL
-
def
setVectorParam(name: String, value: String): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasServiceParams
-
def
setVectorParam[T](p: ServiceParam[T], value: String): SimpleDetectMultivariateAnomaly.this.type
- Definition Classes
- HasServiceParams
-
def
shouldSkip(row: Row): Boolean
- Attributes
- protected
- Definition Classes
- HasServiceParams
-
val
startTime: Param[String]
- Definition Classes
- MADBase
-
def
submitDatasetAndJob(dataset: Dataset[_]): Map[String, JsValue]
- Attributes
- protected
- Definition Classes
- MADBase
-
val
subscriptionKey: ServiceParam[String]
- Definition Classes
- HasSubscriptionKey
-
val
subscriptionKeyHeaderName: String
- Attributes
- protected
- Definition Classes
- MADHttpRequest
-
val
suppressMaxRetriesException: BooleanParam
- Definition Classes
- HasAsyncReply
-
final
def
synchronized[T0](arg0: ⇒ T0): T0
- Definition Classes
- AnyRef
-
val
thisStage: Params
- Attributes
- protected
- Definition Classes
- BaseWrappable
-
def
timeoutResult(key: Option[String], client: CloseableHttpClient, queryUrl: URI, maxTries: Int): HTTPResponseData
- Attributes
- protected
- Definition Classes
- MADHttpRequest
-
val
timestampCol: Param[String]
- Definition Classes
- HasTimestampCol
-
def
toString(): String
- Definition Classes
- Identifiable → AnyRef → Any
-
val
topContributorCount: IntParam
- Definition Classes
- DetectMAParams
-
def
transform(dataset: Dataset[_]): DataFrame
- Definition Classes
- SimpleDetectMultivariateAnomaly → Transformer
-
def
transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
- Definition Classes
- Transformer
- Annotations
- @Since( "2.0.0" )
-
def
transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
- Definition Classes
- Transformer
- Annotations
- @Since( "2.0.0" ) @varargs()
-
def
transformSchema(schema: StructType): StructType
- Definition Classes
- SimpleDetectMultivariateAnomaly → PipelineStage
-
def
transformSchema(schema: StructType, logging: Boolean): StructType
- Attributes
- protected
- Definition Classes
- PipelineStage
- Annotations
- @DeveloperApi()
-
val
uid: String
- Definition Classes
- SimpleDetectMultivariateAnomaly → SynapseMLLogging → Identifiable
-
def
upload(df: DataFrame): String
- Attributes
- protected
- Definition Classes
- MADBase
-
val
url: Param[String]
- Definition Classes
- HasURL
-
def
urlPath: String
- Definition Classes
- SimpleDetectMultivariateAnomaly → HasUrlPath
-
final
def
wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )
-
final
def
wait(arg0: Long, arg1: Int): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )
-
final
def
wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... ) @native()
-
def
write: MLWriter
- Definition Classes
- ComplexParamsWritable → MLWritable