c
com.microsoft.azure.synapse.ml.services.anomaly
DetectLastMultivariateAnomaly
Companion object DetectLastMultivariateAnomaly
class DetectLastMultivariateAnomaly extends CognitiveServicesBase with HasInternalJsonOutputParser with TimeConverter with HasTimestampCol with HasSetLocation with HasCognitiveServiceInput with HasBatchSize with ComplexParamsWritable with Wrappable with HasErrorCol with SynapseMLLogging with DetectMAParams
- Annotations
- @deprecated
- Deprecated
(Since version v1.0.0)
Linear Supertypes
Ordering
- Alphabetic
- By Inheritance
Inherited
- DetectLastMultivariateAnomaly
- DetectMAParams
- HasBatchSize
- HasCognitiveServiceInput
- HasCustomHeaders
- HasCustomAuthHeader
- HasSetLocation
- DomainHelper
- HasTimestampCol
- TimeConverter
- HasInternalJsonOutputParser
- CognitiveServicesBase
- HasHandler
- CognitiveServicesBaseNoHandler
- SynapseMLLogging
- HasCustomCogServiceDomain
- HasUrlPath
- HasAADToken
- HasErrorCol
- HasSubscriptionKey
- HasServiceParams
- ComplexParamsWritable
- MLWritable
- HasURL
- HasOutputCol
- ConcurrencyParams
- Wrappable
- RWrappable
- PythonWrappable
- BaseWrappable
- Transformer
- PipelineStage
- Logging
- Params
- Serializable
- Serializable
- Identifiable
- AnyRef
- Any
- Hide All
- Show All
Visibility
- Public
- All
Instance Constructors
Value Members
-
val
AADToken: ServiceParam[String]
- Definition Classes
- HasAADToken
-
val
CustomAuthHeader: ServiceParam[String]
- Definition Classes
- HasCustomAuthHeader
-
val
batchSize: Param[Int]
- Definition Classes
- HasBatchSize
-
final
def
clear(param: Param[_]): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- Params
-
val
concurrency: Param[Int]
- Definition Classes
- ConcurrencyParams
-
val
concurrentTimeout: Param[Double]
- Definition Classes
- ConcurrencyParams
-
def
copy(extra: ParamMap): Transformer
- Definition Classes
- CognitiveServicesBaseNoHandler → Transformer → PipelineStage → Params
-
val
customHeaders: ServiceParam[Map[String, String]]
- Definition Classes
- HasCustomHeaders
-
val
customUrlRoot: Param[String]
- Definition Classes
- HasCognitiveServiceInput
-
val
diagnosticsInfo: CognitiveServiceStructParam[DiagnosticsInfo]
- Definition Classes
- DetectMAParams
-
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
-
final
def
get[T](param: Param[T]): Option[T]
- Definition Classes
- Params
-
def
getAADToken: String
- Definition Classes
- HasAADToken
-
def
getAADTokenCol: String
- Definition Classes
- HasAADToken
-
def
getBatchSize: Int
- Definition Classes
- HasBatchSize
-
def
getConcurrency: Int
- Definition Classes
- ConcurrencyParams
-
def
getConcurrentTimeout: Double
- Definition Classes
- ConcurrencyParams
-
def
getCustomAuthHeader: String
- Definition Classes
- HasCustomAuthHeader
-
def
getCustomAuthHeaderCol: String
- Definition Classes
- HasCustomAuthHeader
-
def
getCustomHeaders: Map[String, String]
- Definition Classes
- HasCustomHeaders
-
def
getCustomUrlRoot: String
- Definition Classes
- HasCognitiveServiceInput
-
final
def
getDefault[T](param: Param[T]): Option[T]
- Definition Classes
- Params
-
def
getDiagnosticsInfo: DiagnosticsInfo
- Definition Classes
- DetectMAParams
-
def
getErrorCol: String
- Definition Classes
- HasErrorCol
-
def
getHandler: HandlerFunc
- Definition Classes
- HasHandler
- def getInputVariablesCols: Array[String]
-
def
getInternalServiceType: String
- Definition Classes
- HasCustomCogServiceDomain
-
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
getScalarParam[T](name: String): T
- Definition Classes
- HasServiceParams
-
def
getScalarParam[T](p: ServiceParam[T]): T
- Definition Classes
- HasServiceParams
-
def
getSubscriptionKey: String
- Definition Classes
- HasSubscriptionKey
-
def
getSubscriptionKeyCol: String
- Definition Classes
- HasSubscriptionKey
-
def
getTimeout: Double
- Definition Classes
- ConcurrencyParams
-
def
getTimestampCol: String
- Definition Classes
- HasTimestampCol
-
def
getTopContributorCount: Int
- Definition Classes
- DetectMAParams
-
def
getUrl: String
- Definition Classes
- HasCognitiveServiceInput → HasURL
-
def
getVectorParam(name: String): String
- Definition Classes
- HasServiceParams
-
def
getVectorParam(p: ServiceParam[_]): String
- Definition Classes
- HasServiceParams
-
val
handler: UDFParam
- Definition Classes
- HasHandler
-
def
handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
- Definition Classes
- HasHandler
-
final
def
hasDefault[T](param: Param[T]): Boolean
- Definition Classes
- Params
-
def
hasParam(paramName: String): Boolean
- Definition Classes
- Params
- val inputVariablesCols: StringArrayParam
-
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
makePyFile(conf: CodegenConfig): Unit
- Definition Classes
- PythonWrappable
-
def
makeRFile(conf: CodegenConfig): Unit
- Definition Classes
- RWrappable
-
val
modelId: Param[String]
- Definition Classes
- DetectMAParams
-
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
-
def
pyAdditionalMethods: String
- Definition Classes
- HasSetLocation → PythonWrappable
-
def
pyInitFunc(): String
- Definition Classes
- PythonWrappable
-
def
responseDataType: DataType
- Definition Classes
- DetectLastMultivariateAnomaly → HasInternalJsonOutputParser
-
def
save(path: String): Unit
- Definition Classes
- MLWritable
- Annotations
- @Since( "1.6.0" ) @throws( ... )
-
final
def
set[T](param: Param[T], value: T): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- Params
-
def
setAADToken(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasAADToken
-
def
setAADTokenCol(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasAADToken
-
def
setBatchSize(value: Int): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- DetectLastMultivariateAnomaly → HasBatchSize
-
def
setConcurrency(value: Int): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- ConcurrencyParams
-
def
setConcurrentTimeout(value: Option[Double]): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- ConcurrencyParams
-
def
setConcurrentTimeout(value: Double): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- ConcurrencyParams
-
def
setCustomAuthHeader(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasCustomAuthHeader
-
def
setCustomAuthHeaderCol(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasCustomAuthHeader
-
def
setCustomHeaders(v: HashMap[String, String]): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasCustomHeaders
-
def
setCustomHeaders(v: Map[String, String]): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasCustomHeaders
-
def
setCustomServiceName(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasCustomCogServiceDomain
-
def
setCustomUrlRoot(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasCognitiveServiceInput
-
def
setDefaultAADToken(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasAADToken
-
def
setDefaultCustomAuthHeader(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasCustomAuthHeader
-
def
setDefaultInternalEndpoint(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasCustomCogServiceDomain
-
def
setDiagnosticsInfo(v: DiagnosticsInfo): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- DetectMAParams
-
def
setEndpoint(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasCustomCogServiceDomain
-
def
setErrorCol(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasErrorCol
-
def
setHandler(v: UserDefinedFunction): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasHandler
-
def
setHandler(v: HandlerFunc): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasHandler
- def setInputVariablesCols(value: Array[String]): DetectLastMultivariateAnomaly.this.type
-
def
setLocation(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasSetLocation
-
def
setModelId(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- DetectMAParams
-
def
setOutputCol(value: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasOutputCol
-
def
setScalarParam[T](name: String, value: T): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasServiceParams
-
def
setScalarParam[T](p: ServiceParam[T], value: T): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasServiceParams
-
def
setSubscriptionKey(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasSubscriptionKey
-
def
setSubscriptionKeyCol(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasSubscriptionKey
-
def
setTimeout(value: Double): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- ConcurrencyParams
-
def
setTimestampCol(v: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasTimestampCol
-
def
setTopContributorCount(v: Int): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- DetectMAParams
-
def
setUrl(value: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasURL
-
def
setVectorParam(name: String, value: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasServiceParams
-
def
setVectorParam[T](p: ServiceParam[T], value: String): DetectLastMultivariateAnomaly.this.type
- Definition Classes
- HasServiceParams
-
val
subscriptionKey: ServiceParam[String]
- Definition Classes
- HasSubscriptionKey
-
val
timeout: Param[Double]
- Definition Classes
- ConcurrencyParams
-
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
- DetectLastMultivariateAnomaly → CognitiveServicesBaseNoHandler → 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
- DetectLastMultivariateAnomaly → CognitiveServicesBaseNoHandler → PipelineStage
-
val
uid: String
- Definition Classes
- DetectLastMultivariateAnomaly → CognitiveServicesBaseNoHandler → SynapseMLLogging → Identifiable
-
val
url: Param[String]
- Definition Classes
- HasURL
-
def
urlPath: String
- Definition Classes
- DetectLastMultivariateAnomaly → HasUrlPath
-
def
write: MLWriter
- Definition Classes
- ComplexParamsWritable → MLWritable