DetectLastMultivariateAnomaly implements DetectLastMultivariateAnomaly More...

Inheritance diagram for Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly:

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Collaboration diagram for Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly:

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Public Member Functions
	DetectLastMultivariateAnomaly ()
	Creates a DetectLastMultivariateAnomaly without any parameters. More...

	DetectLastMultivariateAnomaly (string uid)
	Creates a DetectLastMultivariateAnomaly with a UID that is used to give the DetectLastMultivariateAnomaly a unique ID. More...

DetectLastMultivariateAnomaly	SetAADToken (string value)
	Sets value for AADToken More...

DetectLastMultivariateAnomaly	SetAADTokenCol (string value)
	Sets value for AADToken column More...

DetectLastMultivariateAnomaly	SetBatchSize (int value)
	Sets value for batchSize More...

DetectLastMultivariateAnomaly	SetConcurrency (int value)
	Sets value for concurrency More...

DetectLastMultivariateAnomaly	SetConcurrentTimeout (double value)
	Sets value for concurrentTimeout More...

DetectLastMultivariateAnomaly	SetDiagnosticsInfo (DiagnosticsInfo value)
	Sets value for diagnosticsInfo More...

DetectLastMultivariateAnomaly	SetErrorCol (string value)
	Sets value for errorCol More...

DetectLastMultivariateAnomaly	SetHandler (object value)
	Sets value for handler More...

DetectLastMultivariateAnomaly	SetInputVariablesCols (string[] value)
	Sets value for inputVariablesCols More...

DetectLastMultivariateAnomaly	SetModelId (string value)
	Sets value for modelId More...

DetectLastMultivariateAnomaly	SetOutputCol (string value)
	Sets value for outputCol More...

DetectLastMultivariateAnomaly	SetSubscriptionKey (string value)
	Sets value for subscriptionKey More...

DetectLastMultivariateAnomaly	SetSubscriptionKeyCol (string value)
	Sets value for subscriptionKey column More...

DetectLastMultivariateAnomaly	SetTimeout (double value)
	Sets value for timeout More...

DetectLastMultivariateAnomaly	SetTimestampCol (string value)
	Sets value for timestampCol More...

DetectLastMultivariateAnomaly	SetTopContributorCount (int value)
	Sets value for topContributorCount More...

DetectLastMultivariateAnomaly	SetUrl (string value)
	Sets value for url More...

string	GetAADToken ()
	Gets AADToken value More...

int	GetBatchSize ()
	Gets batchSize value More...

int	GetConcurrency ()
	Gets concurrency value More...

double	GetConcurrentTimeout ()
	Gets concurrentTimeout value More...

DiagnosticsInfo	GetDiagnosticsInfo ()
	Gets diagnosticsInfo value More...

string	GetErrorCol ()
	Gets errorCol value More...

object	GetHandler ()
	Gets handler value More...

string[]	GetInputVariablesCols ()
	Gets inputVariablesCols value More...

string	GetModelId ()
	Gets modelId value More...

string	GetOutputCol ()
	Gets outputCol value More...

string	GetSubscriptionKey ()
	Gets subscriptionKey value More...

double	GetTimeout ()
	Gets timeout value More...

string	GetTimestampCol ()
	Gets timestampCol value More...

int	GetTopContributorCount ()
	Gets topContributorCount value More...

string	GetUrl ()
	Gets url value More...

void	Save (string path)
	Saves the object so that it can be loaded later using Load. Note that these objects can be shared with Scala by Loading or Saving in Scala. More...

JavaMLWriter	Write ()
	Returns a JavaMLWriter instance for this ML instance.

JavaMLReader< DetectLastMultivariateAnomaly >	Read ()
	Get the corresponding JavaMLReader instance. More...

DetectLastMultivariateAnomaly	SetCustomServiceName (string value)
	Sets value for service name More...

DetectLastMultivariateAnomaly	SetEndpoint (string value)
	Sets value for endpoint More...

DetectLastMultivariateAnomaly	SetLocation (string value)
	Sets value for location More...

Static Public Member Functions
static DetectLastMultivariateAnomaly	Load (string path)
	Loads the DetectLastMultivariateAnomaly that was previously saved using Save(string). More...

Detailed Description

DetectLastMultivariateAnomaly implements DetectLastMultivariateAnomaly

Constructor & Destructor Documentation

◆ DetectLastMultivariateAnomaly() [1/2]

Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.DetectLastMultivariateAnomaly ( )

inline

Creates a DetectLastMultivariateAnomaly without any parameters.

◆ DetectLastMultivariateAnomaly() [2/2]

Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.DetectLastMultivariateAnomaly ( string uid )

inline

Creates a DetectLastMultivariateAnomaly with a UID that is used to give the DetectLastMultivariateAnomaly a unique ID.

Parameters

uid	An immutable unique ID for the object and its derivatives.

Member Function Documentation

◆ GetAADToken()

string Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetAADToken ( )

Gets AADToken value

Returns: AADToken: AAD Token used for authentication

◆ GetBatchSize()

int Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetBatchSize ( )

Gets batchSize value

Returns: batchSize: The max size of the buffer

◆ GetConcurrency()

int Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetConcurrency ( )

Gets concurrency value

Returns: concurrency: max number of concurrent calls

◆ GetConcurrentTimeout()

double Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetConcurrentTimeout ( )

Gets concurrentTimeout value

Returns: concurrentTimeout: max number seconds to wait on futures if concurrency >= 1

◆ GetDiagnosticsInfo()

DiagnosticsInfo Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetDiagnosticsInfo ( )

inline

Gets diagnosticsInfo value

Returns: diagnosticsInfo: diagnosticsInfo for training a multivariate anomaly detection model

◆ GetErrorCol()

string Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetErrorCol ( )

Gets errorCol value

Returns: errorCol: column to hold http errors

◆ GetHandler()

object Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetHandler ( )

Gets handler value

Returns: handler: Which strategy to use when handling requests

◆ GetInputVariablesCols()

string [] Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetInputVariablesCols ( )

Gets inputVariablesCols value

Returns: inputVariablesCols: The names of the input variables columns

◆ GetModelId()

string Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetModelId ( )

Gets modelId value

Returns: modelId: Format - uuid. Model identifier.

◆ GetOutputCol()

string Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetOutputCol ( )

Gets outputCol value

Returns: outputCol: The name of the output column

◆ GetSubscriptionKey()

string Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetSubscriptionKey ( )

Gets subscriptionKey value

Returns: subscriptionKey: the API key to use

◆ GetTimeout()

double Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetTimeout ( )

Gets timeout value

Returns: timeout: number of seconds to wait before closing the connection

◆ GetTimestampCol()

string Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetTimestampCol ( )

Gets timestampCol value

Returns: timestampCol: Timestamp column name

◆ GetTopContributorCount()

int Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetTopContributorCount ( )

Gets topContributorCount value

Returns: topContributorCount: This is a number that you could specify N from 1 to 30, which will give you the details of top N contributed variables in the anomaly results. For example, if you have 100 variables in the model, but you only care the top five contributed variables in detection results, then you should fill this field with 5. The default number is 10.

◆ GetUrl()

string Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.GetUrl ( )

Gets url value

Returns: url: Url of the service

◆ Load()

static DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.Load ( string path )

static

Loads the DetectLastMultivariateAnomaly that was previously saved using Save(string).

Parameters

path	The path the previous DetectLastMultivariateAnomaly was saved to

Returns: New DetectLastMultivariateAnomaly object, loaded from path.

◆ Read()

JavaMLReader<DetectLastMultivariateAnomaly> Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.Read ( )

Get the corresponding JavaMLReader instance.

Returns: an JavaMLReader<DetectLastMultivariateAnomaly> instance for this ML instance.

◆ Save()

void Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.Save ( string path )

Saves the object so that it can be loaded later using Load. Note that these objects can be shared with Scala by Loading or Saving in Scala.

Parameters

path	The path to save the object to

◆ SetAADToken()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetAADToken ( string value )

Sets value for AADToken

Parameters

value AAD Token used for authentication

Returns: New DetectLastMultivariateAnomaly object

◆ SetAADTokenCol()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetAADTokenCol ( string value )

Sets value for AADToken column

Parameters

value AAD Token used for authentication

Returns: New DetectLastMultivariateAnomaly object

◆ SetBatchSize()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetBatchSize ( int value )

Sets value for batchSize

Parameters

value The max size of the buffer

Returns: New DetectLastMultivariateAnomaly object

◆ SetConcurrency()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetConcurrency ( int value )

Sets value for concurrency

Parameters

value max number of concurrent calls

Returns: New DetectLastMultivariateAnomaly object

◆ SetConcurrentTimeout()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetConcurrentTimeout ( double value )

Sets value for concurrentTimeout

Parameters

value max number seconds to wait on futures if concurrency >= 1

Returns: New DetectLastMultivariateAnomaly object

◆ SetCustomServiceName()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetCustomServiceName ( string value )

Sets value for service name

Parameters

value Service name of the cognitive service if it's custom domain

Returns: New DetectLastMultivariateAnomaly object

◆ SetDiagnosticsInfo()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetDiagnosticsInfo ( DiagnosticsInfo value )

Sets value for diagnosticsInfo

Parameters

value diagnosticsInfo for training a multivariate anomaly detection model

Returns: New DetectLastMultivariateAnomaly object

◆ SetEndpoint()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetEndpoint ( string value )

Sets value for endpoint

Parameters

value Endpoint of the cognitive service

Returns: New DetectLastMultivariateAnomaly object

◆ SetErrorCol()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetErrorCol ( string value )

Sets value for errorCol

Parameters

value column to hold http errors

Returns: New DetectLastMultivariateAnomaly object

◆ SetHandler()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetHandler ( object value )

Sets value for handler

Parameters

value Which strategy to use when handling requests

Returns: New DetectLastMultivariateAnomaly object

◆ SetInputVariablesCols()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetInputVariablesCols ( string[] value )

Sets value for inputVariablesCols

Parameters

value The names of the input variables columns

Returns: New DetectLastMultivariateAnomaly object

◆ SetLocation()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetLocation ( string value )

Sets value for location

Parameters

value Location of the cognitive service

Returns: New DetectLastMultivariateAnomaly object

◆ SetModelId()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetModelId ( string value )

Sets value for modelId

Parameters

value Format - uuid. Model identifier.

Returns: New DetectLastMultivariateAnomaly object

◆ SetOutputCol()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetOutputCol ( string value )

Sets value for outputCol

Parameters

value The name of the output column

Returns: New DetectLastMultivariateAnomaly object

◆ SetSubscriptionKey()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetSubscriptionKey ( string value )

Sets value for subscriptionKey

Parameters

value the API key to use

Returns: New DetectLastMultivariateAnomaly object

◆ SetSubscriptionKeyCol()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetSubscriptionKeyCol ( string value )

Sets value for subscriptionKey column

Parameters

value the API key to use

Returns: New DetectLastMultivariateAnomaly object

◆ SetTimeout()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetTimeout ( double value )

Sets value for timeout

Parameters

value number of seconds to wait before closing the connection

Returns: New DetectLastMultivariateAnomaly object

◆ SetTimestampCol()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetTimestampCol ( string value )

Sets value for timestampCol

Parameters

value Timestamp column name

Returns: New DetectLastMultivariateAnomaly object

◆ SetTopContributorCount()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetTopContributorCount ( int value )

Sets value for topContributorCount

Parameters

value This is a number that you could specify N from 1 to 30, which will give you the details of top N contributed variables in the anomaly results. For example, if you have 100 variables in the model, but you only care the top five contributed variables in detection results, then you should fill this field with 5. The default number is 10.

Returns: New DetectLastMultivariateAnomaly object

◆ SetUrl()

DetectLastMultivariateAnomaly Synapse.ML.Cognitive.Anomaly.DetectLastMultivariateAnomaly.SetUrl ( string value )

Sets value for url

Parameters

value Url of the service

Returns: New DetectLastMultivariateAnomaly object

The documentation for this class was generated from the following file:

synapse/ml/cognitive/anomaly/DetectLastMultivariateAnomaly.cs

Public Member Functions

Static Public Member Functions

Detailed Description

Constructor & Destructor Documentation

◆ DetectLastMultivariateAnomaly() [1/2]

◆ DetectLastMultivariateAnomaly() [2/2]

Member Function Documentation

◆ GetAADToken()

◆ GetBatchSize()

◆ GetConcurrency()

◆ GetConcurrentTimeout()

◆ GetDiagnosticsInfo()

◆ GetErrorCol()

◆ GetHandler()

◆ GetInputVariablesCols()

◆ GetModelId()

◆ GetOutputCol()

◆ GetSubscriptionKey()

◆ GetTimeout()

◆ GetTimestampCol()

◆ GetTopContributorCount()

◆ GetUrl()

◆ Load()

◆ Read()

◆ Save()

◆ SetAADToken()

◆ SetAADTokenCol()

◆ SetBatchSize()

◆ SetConcurrency()

◆ SetConcurrentTimeout()

◆ SetCustomServiceName()

◆ SetDiagnosticsInfo()

◆ SetEndpoint()

◆ SetErrorCol()

◆ SetHandler()

◆ SetInputVariablesCols()

◆ SetLocation()

◆ SetModelId()

◆ SetOutputCol()

◆ SetSubscriptionKey()

◆ SetSubscriptionKeyCol()

◆ SetTimeout()

◆ SetTimestampCol()

◆ SetTopContributorCount()

◆ SetUrl()