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Synapseml
1.0.4
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SimpleDetectAnomalies implements SimpleDetectAnomalies More...


Public Member Functions | |
| SimpleDetectAnomalies () | |
| Creates a SimpleDetectAnomalies without any parameters. More... | |
| SimpleDetectAnomalies (string uid) | |
| Creates a SimpleDetectAnomalies with a UID that is used to give the SimpleDetectAnomalies a unique ID. More... | |
| SimpleDetectAnomalies | SetAADToken (string value) |
| Sets value for AADToken More... | |
| SimpleDetectAnomalies | SetAADTokenCol (string value) |
| Sets value for AADToken column More... | |
| SimpleDetectAnomalies | SetCustomAuthHeader (string value) |
| Sets value for CustomAuthHeader More... | |
| SimpleDetectAnomalies | SetCustomAuthHeaderCol (string value) |
| Sets value for CustomAuthHeader column More... | |
| SimpleDetectAnomalies | SetConcurrency (int value) |
| Sets value for concurrency More... | |
| SimpleDetectAnomalies | SetConcurrentTimeout (double value) |
| Sets value for concurrentTimeout More... | |
| SimpleDetectAnomalies | SetCustomInterval (int value) |
| Sets value for customInterval More... | |
| SimpleDetectAnomalies | SetCustomIntervalCol (string value) |
| Sets value for customInterval column More... | |
| SimpleDetectAnomalies | SetErrorCol (string value) |
| Sets value for errorCol More... | |
| SimpleDetectAnomalies | SetGranularity (string value) |
| Sets value for granularity More... | |
| SimpleDetectAnomalies | SetGranularityCol (string value) |
| Sets value for granularity column More... | |
| SimpleDetectAnomalies | SetGroupbyCol (string value) |
| Sets value for groupbyCol More... | |
| SimpleDetectAnomalies | SetHandler (object value) |
| Sets value for handler More... | |
| SimpleDetectAnomalies | SetImputeFixedValue (double value) |
| Sets value for imputeFixedValue More... | |
| SimpleDetectAnomalies | SetImputeFixedValueCol (string value) |
| Sets value for imputeFixedValue column More... | |
| SimpleDetectAnomalies | SetImputeMode (string value) |
| Sets value for imputeMode More... | |
| SimpleDetectAnomalies | SetImputeModeCol (string value) |
| Sets value for imputeMode column More... | |
| SimpleDetectAnomalies | SetMaxAnomalyRatio (double value) |
| Sets value for maxAnomalyRatio More... | |
| SimpleDetectAnomalies | SetMaxAnomalyRatioCol (string value) |
| Sets value for maxAnomalyRatio column More... | |
| SimpleDetectAnomalies | SetOutputCol (string value) |
| Sets value for outputCol More... | |
| SimpleDetectAnomalies | SetPeriod (int value) |
| Sets value for period More... | |
| SimpleDetectAnomalies | SetPeriodCol (string value) |
| Sets value for period column More... | |
| SimpleDetectAnomalies | SetSensitivity (int value) |
| Sets value for sensitivity More... | |
| SimpleDetectAnomalies | SetSensitivityCol (string value) |
| Sets value for sensitivity column More... | |
| SimpleDetectAnomalies | SetSeries (TimeSeriesPoint[] value) |
| Sets value for series More... | |
| SimpleDetectAnomalies | SetSeriesCol (string value) |
| Sets value for series column More... | |
| SimpleDetectAnomalies | SetSubscriptionKey (string value) |
| Sets value for subscriptionKey More... | |
| SimpleDetectAnomalies | SetSubscriptionKeyCol (string value) |
| Sets value for subscriptionKey column More... | |
| SimpleDetectAnomalies | SetTimeout (double value) |
| Sets value for timeout More... | |
| SimpleDetectAnomalies | SetTimestampCol (string value) |
| Sets value for timestampCol More... | |
| SimpleDetectAnomalies | SetUrl (string value) |
| Sets value for url More... | |
| SimpleDetectAnomalies | SetValueCol (string value) |
| Sets value for valueCol More... | |
| string | GetAADToken () |
| Gets AADToken value More... | |
| string | GetCustomAuthHeader () |
| Gets CustomAuthHeader value More... | |
| int | GetConcurrency () |
| Gets concurrency value More... | |
| double | GetConcurrentTimeout () |
| Gets concurrentTimeout value More... | |
| int | GetCustomInterval () |
| Gets customInterval value More... | |
| string | GetErrorCol () |
| Gets errorCol value More... | |
| string | GetGranularity () |
| Gets granularity value More... | |
| string | GetGroupbyCol () |
| Gets groupbyCol value More... | |
| object | GetHandler () |
| Gets handler value More... | |
| double | GetImputeFixedValue () |
| Gets imputeFixedValue value More... | |
| string | GetImputeMode () |
| Gets imputeMode value More... | |
| double | GetMaxAnomalyRatio () |
| Gets maxAnomalyRatio value More... | |
| string | GetOutputCol () |
| Gets outputCol value More... | |
| int | GetPeriod () |
| Gets period value More... | |
| int | GetSensitivity () |
| Gets sensitivity value More... | |
| TimeSeriesPoint[] | GetSeries () |
| Gets series value More... | |
| string | GetSubscriptionKey () |
| Gets subscriptionKey value More... | |
| double | GetTimeout () |
| Gets timeout value More... | |
| string | GetTimestampCol () |
| Gets timestampCol value More... | |
| string | GetUrl () |
| Gets url value More... | |
| string | GetValueCol () |
| Gets valueCol 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 () |
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| JavaMLReader< SimpleDetectAnomalies > | Read () |
| Get the corresponding JavaMLReader instance. More... | |
| SimpleDetectAnomalies | SetCustomServiceName (string value) |
| Sets value for service name More... | |
| SimpleDetectAnomalies | SetEndpoint (string value) |
| Sets value for endpoint More... | |
| SimpleDetectAnomalies | SetLocation (string value) |
| Sets value for location More... | |
| SimpleDetectAnomalies | SetLinkedService (string value) |
| Sets value for linkedService More... | |
Static Public Member Functions | |
| static SimpleDetectAnomalies | Load (string path) |
| Loads the SimpleDetectAnomalies that was previously saved using Save(string). More... | |
SimpleDetectAnomalies implements SimpleDetectAnomalies
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inline |
Creates a SimpleDetectAnomalies without any parameters.
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inline |
Creates a SimpleDetectAnomalies with a UID that is used to give the SimpleDetectAnomalies a unique ID.
| uid | An immutable unique ID for the object and its derivatives. |
| string Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetAADToken | ( | ) |
Gets AADToken value
| int Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetConcurrency | ( | ) |
Gets concurrency value
| double Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetConcurrentTimeout | ( | ) |
Gets concurrentTimeout value
| string Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetCustomAuthHeader | ( | ) |
Gets CustomAuthHeader value
| int Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetCustomInterval | ( | ) |
Gets customInterval value
| string Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetErrorCol | ( | ) |
Gets errorCol value
| string Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetGranularity | ( | ) |
Gets granularity value
| string Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetGroupbyCol | ( | ) |
Gets groupbyCol value
| object Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetHandler | ( | ) |
Gets handler value
| double Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetImputeFixedValue | ( | ) |
Gets imputeFixedValue value
| string Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetImputeMode | ( | ) |
Gets imputeMode value
| double Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetMaxAnomalyRatio | ( | ) |
Gets maxAnomalyRatio value
| string Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetOutputCol | ( | ) |
Gets outputCol value
| int Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetPeriod | ( | ) |
Gets period value
| int Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetSensitivity | ( | ) |
Gets sensitivity value
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inline |
Gets series value
| string Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetSubscriptionKey | ( | ) |
Gets subscriptionKey value
| double Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetTimeout | ( | ) |
Gets timeout value
| string Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetTimestampCol | ( | ) |
Gets timestampCol value
| string Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetUrl | ( | ) |
Gets url value
| string Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.GetValueCol | ( | ) |
Gets valueCol value
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static |
Loads the SimpleDetectAnomalies that was previously saved using Save(string).
| path | The path the previous SimpleDetectAnomalies was saved to |
| JavaMLReader<SimpleDetectAnomalies> Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.Read | ( | ) |
Get the corresponding JavaMLReader instance.
| void Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.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.
| path | The path to save the object to |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetAADToken | ( | string | value | ) |
Sets value for AADToken
| value | AAD Token used for authentication |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetAADTokenCol | ( | string | value | ) |
Sets value for AADToken column
| value | AAD Token used for authentication |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetConcurrency | ( | int | value | ) |
Sets value for concurrency
| value | max number of concurrent calls |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetConcurrentTimeout | ( | double | value | ) |
Sets value for concurrentTimeout
| value | max number seconds to wait on futures if concurrency >= 1 |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetCustomAuthHeader | ( | string | value | ) |
Sets value for CustomAuthHeader
| value | A Custom Value for Authorization Header |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetCustomAuthHeaderCol | ( | string | value | ) |
Sets value for CustomAuthHeader column
| value | A Custom Value for Authorization Header |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetCustomInterval | ( | int | value | ) |
Sets value for customInterval
| value | Custom Interval is used to set non-standard time interval, for example, if the series is 5 minutes, request can be set as granularity=minutely, customInterval=5. |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetCustomIntervalCol | ( | string | value | ) |
Sets value for customInterval column
| value | Custom Interval is used to set non-standard time interval, for example, if the series is 5 minutes, request can be set as granularity=minutely, customInterval=5. |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetCustomServiceName | ( | string | value | ) |
Sets value for service name
| value | Service name of the cognitive service if it's custom domain |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetEndpoint | ( | string | value | ) |
Sets value for endpoint
| value | Endpoint of the cognitive service |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetErrorCol | ( | string | value | ) |
Sets value for errorCol
| value | column to hold http errors |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetGranularity | ( | string | value | ) |
Sets value for granularity
| value | Can only be one of yearly, monthly, weekly, daily, hourly or minutely. Granularity is used for verify whether input series is valid. |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetGranularityCol | ( | string | value | ) |
Sets value for granularity column
| value | Can only be one of yearly, monthly, weekly, daily, hourly or minutely. Granularity is used for verify whether input series is valid. |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetGroupbyCol | ( | string | value | ) |
Sets value for groupbyCol
| value | column that groups the series |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetHandler | ( | object | value | ) |
Sets value for handler
| value | Which strategy to use when handling requests |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetImputeFixedValue | ( | double | value | ) |
Sets value for imputeFixedValue
| value | Optional argument, fixed value to use when imputeMode is set to "fixed" |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetImputeFixedValueCol | ( | string | value | ) |
Sets value for imputeFixedValue column
| value | Optional argument, fixed value to use when imputeMode is set to "fixed" |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetImputeMode | ( | string | value | ) |
Sets value for imputeMode
| value | Optional argument, impute mode of a time series. Possible values: auto, previous, linear, fixed, zero, notFill |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetImputeModeCol | ( | string | value | ) |
Sets value for imputeMode column
| value | Optional argument, impute mode of a time series. Possible values: auto, previous, linear, fixed, zero, notFill |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetLinkedService | ( | string | value | ) |
Sets value for linkedService
| value | linkedService name |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetLocation | ( | string | value | ) |
Sets value for location
| value | Location of the cognitive service |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetMaxAnomalyRatio | ( | double | value | ) |
Sets value for maxAnomalyRatio
| value | Optional argument, advanced model parameter, max anomaly ratio in a time series. |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetMaxAnomalyRatioCol | ( | string | value | ) |
Sets value for maxAnomalyRatio column
| value | Optional argument, advanced model parameter, max anomaly ratio in a time series. |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetOutputCol | ( | string | value | ) |
Sets value for outputCol
| value | The name of the output column |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetPeriod | ( | int | value | ) |
Sets value for period
| value | Optional argument, periodic value of a time series. If the value is null or does not present, the API will determine the period automatically. |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetPeriodCol | ( | string | value | ) |
Sets value for period column
| value | Optional argument, periodic value of a time series. If the value is null or does not present, the API will determine the period automatically. |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetSensitivity | ( | int | value | ) |
Sets value for sensitivity
| value | Optional argument, advanced model parameter, between 0-99, the lower the value is, the larger the margin value will be which means less anomalies will be accepted |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetSensitivityCol | ( | string | value | ) |
Sets value for sensitivity column
| value | Optional argument, advanced model parameter, between 0-99, the lower the value is, the larger the margin value will be which means less anomalies will be accepted |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetSeries | ( | TimeSeriesPoint[] | value | ) |
Sets value for series
| value | Time series data points. Points should be sorted by timestamp in ascending order to match the anomaly detection result. If the data is not sorted correctly or there is duplicated timestamp, the API will not work. In such case, an error message will be returned. |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetSeriesCol | ( | string | value | ) |
Sets value for series column
| value | Time series data points. Points should be sorted by timestamp in ascending order to match the anomaly detection result. If the data is not sorted correctly or there is duplicated timestamp, the API will not work. In such case, an error message will be returned. |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetSubscriptionKey | ( | string | value | ) |
Sets value for subscriptionKey
| value | the API key to use |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetSubscriptionKeyCol | ( | string | value | ) |
Sets value for subscriptionKey column
| value | the API key to use |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetTimeout | ( | double | value | ) |
Sets value for timeout
| value | number of seconds to wait before closing the connection |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetTimestampCol | ( | string | value | ) |
Sets value for timestampCol
| value | column representing the time of the series |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetUrl | ( | string | value | ) |
| SimpleDetectAnomalies Synapse.ML.Services.Anomaly.SimpleDetectAnomalies.SetValueCol | ( | string | value | ) |
Sets value for valueCol
| value | column representing the value of the series |
1.8.17