DetectMultivariateAnomaly implements DetectMultivariateAnomaly More...

Inheritance diagram for Synapse.ML.Cognitive.DetectMultivariateAnomaly:

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Collaboration diagram for Synapse.ML.Cognitive.DetectMultivariateAnomaly:

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

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

DetectMultivariateAnomaly	SetBackoffs (int[] value)
	Sets value for backoffs More...

DetectMultivariateAnomaly	SetDiagnosticsInfo (object value)
	Sets value for diagnosticsInfo More...

DetectMultivariateAnomaly	SetEndTime (string value)
	Sets value for endTime More...

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

DetectMultivariateAnomaly	SetInitialPollingDelay (int value)
	Sets value for initialPollingDelay More...

DetectMultivariateAnomaly	SetInputCols (string[] value)
	Sets value for inputCols More...

DetectMultivariateAnomaly	SetIntermediateSaveDir (string value)
	Sets value for intermediateSaveDir More...

DetectMultivariateAnomaly	SetMaxPollingRetries (int value)
	Sets value for maxPollingRetries More...

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

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

DetectMultivariateAnomaly	SetPollingDelay (int value)
	Sets value for pollingDelay More...

DetectMultivariateAnomaly	SetStartTime (string value)
	Sets value for startTime More...

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

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

DetectMultivariateAnomaly	SetSuppressMaxRetriesException (bool value)
	Sets value for suppressMaxRetriesException More...

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

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

int[]	GetBackoffs ()
	Gets backoffs value More...

object	GetDiagnosticsInfo ()
	Gets diagnosticsInfo value More...

string	GetEndTime ()
	Gets endTime value More...

string	GetErrorCol ()
	Gets errorCol value More...

int	GetInitialPollingDelay ()
	Gets initialPollingDelay value More...

string[]	GetInputCols ()
	Gets inputCols value More...

string	GetIntermediateSaveDir ()
	Gets intermediateSaveDir value More...

int	GetMaxPollingRetries ()
	Gets maxPollingRetries value More...

string	GetModelId ()
	Gets modelId value More...

string	GetOutputCol ()
	Gets outputCol value More...

int	GetPollingDelay ()
	Gets pollingDelay value More...

string	GetStartTime ()
	Gets startTime value More...

string	GetSubscriptionKey ()
	Gets subscriptionKey value More...

bool	GetSuppressMaxRetriesException ()
	Gets suppressMaxRetriesException value More...

string	GetTimestampCol ()
	Gets timestampCol 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< DetectMultivariateAnomaly >	Read ()
	Get the corresponding JavaMLReader instance. More...

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

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

Detailed Description

DetectMultivariateAnomaly implements DetectMultivariateAnomaly

Constructor & Destructor Documentation

◆ DetectMultivariateAnomaly() [1/2]

Synapse.ML.Cognitive.DetectMultivariateAnomaly.DetectMultivariateAnomaly ( )

inline

Creates a DetectMultivariateAnomaly without any parameters.

◆ DetectMultivariateAnomaly() [2/2]

Synapse.ML.Cognitive.DetectMultivariateAnomaly.DetectMultivariateAnomaly ( string uid )

inline

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

Parameters

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

Member Function Documentation

◆ GetBackoffs()

int [] Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetBackoffs ( )

Gets backoffs value

Returns: backoffs: array of backoffs to use in the handler

◆ GetDiagnosticsInfo()

object Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetDiagnosticsInfo ( )

Gets diagnosticsInfo value

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

◆ GetEndTime()

string Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetEndTime ( )

Gets endTime value

Returns: endTime: A required field, end time of data to be used for detection/generating multivariate anomaly detection model, should be date-time.

◆ GetErrorCol()

string Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetErrorCol ( )

Gets errorCol value

Returns: errorCol: column to hold http errors

◆ GetInitialPollingDelay()

int Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetInitialPollingDelay ( )

Gets initialPollingDelay value

Returns: initialPollingDelay: number of milliseconds to wait before first poll for result

◆ GetInputCols()

string [] Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetInputCols ( )

Gets inputCols value

Returns: inputCols: The names of the input columns

◆ GetIntermediateSaveDir()

string Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetIntermediateSaveDir ( )

Gets intermediateSaveDir value

Returns: intermediateSaveDir: Blob storage location in HDFS where intermediate data is saved while training.

◆ GetMaxPollingRetries()

int Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetMaxPollingRetries ( )

Gets maxPollingRetries value

Returns: maxPollingRetries: number of times to poll

◆ GetModelId()

string Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetModelId ( )

Gets modelId value

Returns: modelId: Format - uuid. Model identifier.

◆ GetOutputCol()

string Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetOutputCol ( )

Gets outputCol value

Returns: outputCol: The name of the output column

◆ GetPollingDelay()

int Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetPollingDelay ( )

Gets pollingDelay value

Returns: pollingDelay: number of milliseconds to wait between polling

◆ GetStartTime()

string Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetStartTime ( )

Gets startTime value

Returns: startTime: A required field, start time of data to be used for detection/generating multivariate anomaly detection model, should be date-time.

◆ GetSubscriptionKey()

string Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetSubscriptionKey ( )

Gets subscriptionKey value

Returns: subscriptionKey: the API key to use

◆ GetSuppressMaxRetriesException()

bool Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetSuppressMaxRetriesException ( )

Gets suppressMaxRetriesException value

Returns: suppressMaxRetriesException: set true to suppress the maxumimum retries exception and report in the error column

◆ GetTimestampCol()

string Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetTimestampCol ( )

Gets timestampCol value

Returns: timestampCol: Timestamp column name

◆ GetUrl()

string Synapse.ML.Cognitive.DetectMultivariateAnomaly.GetUrl ( )

Gets url value

Returns: url: Url of the service

◆ Load()

static DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.Load ( string path )

static

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

Parameters

path	The path the previous DetectMultivariateAnomaly was saved to

Returns: New DetectMultivariateAnomaly object, loaded from path.

◆ Read()

JavaMLReader<DetectMultivariateAnomaly> Synapse.ML.Cognitive.DetectMultivariateAnomaly.Read ( )

Get the corresponding JavaMLReader instance.

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

◆ Save()

void Synapse.ML.Cognitive.DetectMultivariateAnomaly.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

◆ SetBackoffs()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetBackoffs ( int[] value )

Sets value for backoffs

Parameters

value array of backoffs to use in the handler

Returns: New DetectMultivariateAnomaly object

◆ SetDiagnosticsInfo()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetDiagnosticsInfo ( object value )

Sets value for diagnosticsInfo

Parameters

value diagnosticsInfo for training a multivariate anomaly detection model

Returns: New DetectMultivariateAnomaly object

◆ SetEndTime()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetEndTime ( string value )

Sets value for endTime

Parameters

value A required field, end time of data to be used for detection/generating multivariate anomaly detection model, should be date-time.

Returns: New DetectMultivariateAnomaly object

◆ SetErrorCol()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetErrorCol ( string value )

Sets value for errorCol

Parameters

value column to hold http errors

Returns: New DetectMultivariateAnomaly object

◆ SetInitialPollingDelay()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetInitialPollingDelay ( int value )

Sets value for initialPollingDelay

Parameters

value number of milliseconds to wait before first poll for result

Returns: New DetectMultivariateAnomaly object

◆ SetInputCols()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetInputCols ( string[] value )

Sets value for inputCols

Parameters

value The names of the input columns

Returns: New DetectMultivariateAnomaly object

◆ SetIntermediateSaveDir()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetIntermediateSaveDir ( string value )

Sets value for intermediateSaveDir

Parameters

value Blob storage location in HDFS where intermediate data is saved while training.

Returns: New DetectMultivariateAnomaly object

◆ SetLocation()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetLocation ( string value )

Sets value for location

Parameters

value Location of the cognitive service

Returns: New DetectMultivariateAnomaly object

◆ SetMaxPollingRetries()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetMaxPollingRetries ( int value )

Sets value for maxPollingRetries

Parameters

value number of times to poll

Returns: New DetectMultivariateAnomaly object

◆ SetModelId()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetModelId ( string value )

Sets value for modelId

Parameters

value Format - uuid. Model identifier.

Returns: New DetectMultivariateAnomaly object

◆ SetOutputCol()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetOutputCol ( string value )

Sets value for outputCol

Parameters

value The name of the output column

Returns: New DetectMultivariateAnomaly object

◆ SetPollingDelay()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetPollingDelay ( int value )

Sets value for pollingDelay

Parameters

value number of milliseconds to wait between polling

Returns: New DetectMultivariateAnomaly object

◆ SetStartTime()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetStartTime ( string value )

Sets value for startTime

Parameters

value A required field, start time of data to be used for detection/generating multivariate anomaly detection model, should be date-time.

Returns: New DetectMultivariateAnomaly object

◆ SetSubscriptionKey()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetSubscriptionKey ( string value )

Sets value for subscriptionKey

Parameters

value the API key to use

Returns: New DetectMultivariateAnomaly object

◆ SetSubscriptionKeyCol()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetSubscriptionKeyCol ( string value )

Sets value for subscriptionKey column

Parameters

value the API key to use

Returns: New DetectMultivariateAnomaly object

◆ SetSuppressMaxRetriesException()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetSuppressMaxRetriesException ( bool value )

Sets value for suppressMaxRetriesException

Parameters

value set true to suppress the maxumimum retries exception and report in the error column

Returns: New DetectMultivariateAnomaly object

◆ SetTimestampCol()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetTimestampCol ( string value )

Sets value for timestampCol

Parameters

value Timestamp column name

Returns: New DetectMultivariateAnomaly object

◆ SetUrl()

DetectMultivariateAnomaly Synapse.ML.Cognitive.DetectMultivariateAnomaly.SetUrl ( string value )

Sets value for url

Parameters

value Url of the service

Returns: New DetectMultivariateAnomaly object

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

synapse/ml/cognitive/DetectMultivariateAnomaly.cs

Public Member Functions

Static Public Member Functions

Detailed Description

Constructor & Destructor Documentation

◆ DetectMultivariateAnomaly() [1/2]

◆ DetectMultivariateAnomaly() [2/2]

Member Function Documentation

◆ GetBackoffs()

◆ GetDiagnosticsInfo()

◆ GetEndTime()

◆ GetErrorCol()

◆ GetInitialPollingDelay()

◆ GetInputCols()

◆ GetIntermediateSaveDir()

◆ GetMaxPollingRetries()

◆ GetModelId()

◆ GetOutputCol()

◆ GetPollingDelay()

◆ GetStartTime()

◆ GetSubscriptionKey()

◆ GetSuppressMaxRetriesException()

◆ GetTimestampCol()

◆ GetUrl()

◆ Load()

◆ Read()

◆ Save()

◆ SetBackoffs()

◆ SetDiagnosticsInfo()

◆ SetEndTime()

◆ SetErrorCol()

◆ SetInitialPollingDelay()

◆ SetInputCols()

◆ SetIntermediateSaveDir()

◆ SetLocation()

◆ SetMaxPollingRetries()

◆ SetModelId()

◆ SetOutputCol()

◆ SetPollingDelay()

◆ SetStartTime()

◆ SetSubscriptionKey()

◆ SetSubscriptionKeyCol()

◆ SetSuppressMaxRetriesException()

◆ SetTimestampCol()

◆ SetUrl()