c
com.microsoft.azure.synapse.ml.cognitive.anomaly
SimpleFitMultivariateAnomaly
Companion object SimpleFitMultivariateAnomaly
class SimpleFitMultivariateAnomaly extends Estimator[SimpleDetectMultivariateAnomaly] with MADBase
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Inherited
- SimpleFitMultivariateAnomaly
- MADBase
- SynapseMLLogging
- HasErrorCol
- HasTimestampCol
- ComplexParamsWritable
- MLWritable
- HasInputCols
- HasSetLocation
- DomainHelper
- HasUrlPath
- Wrappable
- DotnetWrappable
- RWrappable
- PythonWrappable
- BaseWrappable
- MADHttpRequest
- HasAsyncReply
- HasSubscriptionKey
- HasServiceParams
- HasURL
- TimeConverter
- HasOutputCol
- Estimator
- PipelineStage
- Logging
- Params
- Serializable
- Serializable
- Identifiable
- AnyRef
- Any
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Visibility
- Public
- All
Instance Constructors
Value Members
- val alignMode: Param[String]
-
val
backoffs: IntArrayParam
- Definition Classes
- HasAsyncReply
-
def
cleanUpIntermediateData(): Unit
- Definition Classes
- MADBase
-
final
def
clear(param: Param[_]): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- Params
-
def
copy(extra: ParamMap): SimpleFitMultivariateAnomaly
- Definition Classes
- SimpleFitMultivariateAnomaly → Estimator → PipelineStage → Params
- val dataSchema: String
- val displayName: Param[String]
-
def
dotnetAdditionalMethods: String
- Definition Classes
- HasSetLocation → DotnetWrappable
-
val
endTime: Param[String]
- Definition Classes
- MADBase
-
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
- val fillNAMethod: Param[String]
-
def
fit(dataset: Dataset[_]): SimpleDetectMultivariateAnomaly
- Definition Classes
- SimpleFitMultivariateAnomaly → Estimator
-
def
fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[SimpleDetectMultivariateAnomaly]
- Definition Classes
- Estimator
- Annotations
- @Since( "2.0.0" )
-
def
fit(dataset: Dataset[_], paramMap: ParamMap): SimpleDetectMultivariateAnomaly
- Definition Classes
- Estimator
- Annotations
- @Since( "2.0.0" )
-
def
fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): SimpleDetectMultivariateAnomaly
- Definition Classes
- Estimator
- Annotations
- @Since( "2.0.0" ) @varargs()
-
final
def
get[T](param: Param[T]): Option[T]
- Definition Classes
- Params
- def getAlignMode: String
-
def
getBackoffs: Array[Int]
- Definition Classes
- HasAsyncReply
-
final
def
getDefault[T](param: Param[T]): Option[T]
- Definition Classes
- Params
- def getDisplayName: String
-
def
getEndTime: String
- Definition Classes
- MADBase
-
def
getErrorCol: String
- Definition Classes
- HasErrorCol
- def getFillNAMethod: String
-
def
getInitialPollingDelay: Int
- Definition Classes
- HasAsyncReply
-
def
getInputCols: Array[String]
- Definition Classes
- HasInputCols
-
def
getIntermediateSaveDir: String
- Definition Classes
- MADBase
-
def
getMaxPollingRetries: Int
- Definition Classes
- HasAsyncReply
-
final
def
getOrDefault[T](param: Param[T]): T
- Definition Classes
- Params
-
def
getOutputCol: String
- Definition Classes
- HasOutputCol
- def getPaddingValue: Int
-
def
getParam(paramName: String): Param[Any]
- Definition Classes
- Params
-
def
getParamInfo(p: Param[_]): ParamInfo[_]
- Definition Classes
- BaseWrappable
-
def
getPollingDelay: Int
- Definition Classes
- HasAsyncReply
-
def
getScalarParam[T](name: String): T
- Definition Classes
- HasServiceParams
-
def
getScalarParam[T](p: ServiceParam[T]): T
- Definition Classes
- HasServiceParams
- def getSlidingWindow: Int
-
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
getUrl: String
- Definition Classes
- HasURL
-
def
getVectorParam(name: String): String
- Definition Classes
- HasServiceParams
-
def
getVectorParam(p: ServiceParam[_]): String
- Definition Classes
- HasServiceParams
-
final
def
hasDefault[T](param: Param[T]): Boolean
- Definition Classes
- Params
-
def
hasParam(paramName: String): Boolean
- Definition Classes
- Params
-
val
initialPollingDelay: IntParam
- Definition Classes
- HasAsyncReply
-
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
isSet(param: Param[_]): Boolean
- Definition Classes
- Params
-
def
logClass(featureName: String): Unit
- Definition Classes
- SynapseMLLogging
-
def
logFit[T](f: ⇒ T, columns: Int): T
- Definition Classes
- SynapseMLLogging
-
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
makeDotnetFile(conf: CodegenConfig): Unit
- Definition Classes
- DotnetWrappable
-
def
makePyFile(conf: CodegenConfig): Unit
- Definition Classes
- PythonWrappable
-
def
makeRFile(conf: CodegenConfig): Unit
- Definition Classes
- RWrappable
-
val
maxPollingRetries: IntParam
- Definition Classes
- HasAsyncReply
-
val
outputCol: Param[String]
The name of the output column
The name of the output column
- Definition Classes
- HasOutputCol
- val paddingValue: IntParam
-
lazy val
params: Array[Param[_]]
- Definition Classes
- Params
-
val
pollingDelay: IntParam
- Definition Classes
- HasAsyncReply
-
def
pyAdditionalMethods: String
- Definition Classes
- MADBase → HasSetLocation → PythonWrappable
-
def
pyInitFunc(): String
- Definition Classes
- PythonWrappable
-
def
save(path: String): Unit
- Definition Classes
- MLWritable
- Annotations
- @Since( "1.6.0" ) @throws( ... )
-
final
def
set[T](param: Param[T], value: T): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- Params
- def setAlignMode(v: String): SimpleFitMultivariateAnomaly.this.type
-
def
setBackoffs(value: Array[Int]): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasAsyncReply
- def setDisplayName(v: String): SimpleFitMultivariateAnomaly.this.type
-
def
setEndTime(v: String): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- MADBase
-
def
setErrorCol(v: String): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasErrorCol
- def setFillNAMethod(v: String): SimpleFitMultivariateAnomaly.this.type
-
def
setInitialPollingDelay(value: Int): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasAsyncReply
-
def
setInputCols(value: Array[String]): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasInputCols
-
def
setIntermediateSaveDir(v: String): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- MADBase
-
def
setLocation(v: String): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasSetLocation
-
def
setMaxPollingRetries(value: Int): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasAsyncReply
-
def
setOutputCol(value: String): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasOutputCol
- def setPaddingValue(v: Int): SimpleFitMultivariateAnomaly.this.type
-
def
setPollingDelay(value: Int): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasAsyncReply
-
def
setScalarParam[T](name: String, value: T): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasServiceParams
-
def
setScalarParam[T](p: ServiceParam[T], value: T): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasServiceParams
- def setSlidingWindow(v: Int): SimpleFitMultivariateAnomaly.this.type
-
def
setStartTime(v: String): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- MADBase
-
def
setSubscriptionKey(v: String): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasSubscriptionKey
-
def
setSubscriptionKeyCol(v: String): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasSubscriptionKey
-
def
setSuppressMaxRetriesException(value: Boolean): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasAsyncReply
-
def
setTimestampCol(v: String): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasTimestampCol
-
def
setUrl(value: String): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasURL
-
def
setVectorParam(name: String, value: String): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasServiceParams
-
def
setVectorParam[T](p: ServiceParam[T], value: String): SimpleFitMultivariateAnomaly.this.type
- Definition Classes
- HasServiceParams
- val slidingWindow: IntParam
-
val
startTime: Param[String]
- Definition Classes
- MADBase
-
val
subscriptionKey: ServiceParam[String]
- Definition Classes
- HasSubscriptionKey
-
val
suppressMaxRetriesException: BooleanParam
- Definition Classes
- HasAsyncReply
-
val
timestampCol: Param[String]
- Definition Classes
- HasTimestampCol
-
def
toString(): String
- Definition Classes
- Identifiable → AnyRef → Any
-
def
transformSchema(schema: StructType): StructType
- Definition Classes
- SimpleFitMultivariateAnomaly → PipelineStage
-
val
uid: String
- Definition Classes
- SimpleFitMultivariateAnomaly → SynapseMLLogging → Identifiable
-
val
url: Param[String]
- Definition Classes
- HasURL
-
def
urlPath: String
- Definition Classes
- SimpleFitMultivariateAnomaly → HasUrlPath
-
def
write: MLWriter
- Definition Classes
- ComplexParamsWritable → MLWritable