Index
All Classes and Interfaces|All Packages
A
- addPolicy(HttpPipelinePolicy) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
.
- AlignMode - Enum in com.azure.ai.anomalydetector.models
-
Defines values for AlignMode.
- AlignPolicy - Class in com.azure.ai.anomalydetector.models
-
An optional field, indicating the manner to align multiple variables.
- AlignPolicy() - Constructor for class com.azure.ai.anomalydetector.models.AlignPolicy
-
Creates an instance of AlignPolicy class.
- AnomalyDetectionModel - Class in com.azure.ai.anomalydetector.models
-
Response of getting a model.
- AnomalyDetectorAsyncClient - Class in com.azure.ai.anomalydetector
-
Initializes a new instance of the asynchronous AnomalyDetectorClient type.
- AnomalyDetectorClient - Class in com.azure.ai.anomalydetector
-
Initializes a new instance of the synchronous AnomalyDetectorClient type.
- AnomalyDetectorClientBuilder - Class in com.azure.ai.anomalydetector
-
A builder for creating a new instance of the AnomalyDetectorClient type.
- AnomalyDetectorClientBuilder() - Constructor for class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
Create an instance of the AnomalyDetectorClientBuilder.
- AnomalyDetectorServiceVersion - Enum in com.azure.ai.anomalydetector
-
Service version of AnomalyDetectorClient.
- AnomalyInterpretation - Class in com.azure.ai.anomalydetector.models
-
Interpretation of the anomalous timestamp.
- AnomalyState - Class in com.azure.ai.anomalydetector.models
-
Anomaly status and information.
- AnomalyValue - Class in com.azure.ai.anomalydetector.models
-
Detailed information of the anomalous timestamp.
- AUTO - Static variable in class com.azure.ai.anomalydetector.models.ImputeMode
-
Static value auto for ImputeMode.
B
- buildAsyncClient() - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
Builds an instance of AnomalyDetectorAsyncClient class.
- buildClient() - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
Builds an instance of AnomalyDetectorClient class.
C
- clientOptions(ClientOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
.
- com.azure.ai.anomalydetector - package com.azure.ai.anomalydetector
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Package containing the classes for AnomalyDetector.
- com.azure.ai.anomalydetector.models - package com.azure.ai.anomalydetector.models
-
Package containing the data models for AnomalyDetector.
- configuration(Configuration) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
.
- CorrelationChanges - Class in com.azure.ai.anomalydetector.models
-
Correlation changes among the anomalous variables.
- CREATED - Enum constant in enum com.azure.ai.anomalydetector.models.ModelStatus
-
Enum value CREATED.
- CREATED - Enum constant in enum com.azure.ai.anomalydetector.models.MultivariateBatchDetectionStatus
-
Enum value CREATED.
- credential(AzureKeyCredential) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
.
D
- DAILY - Enum constant in enum com.azure.ai.anomalydetector.models.TimeGranularity
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Enum value daily.
- DataSchema - Class in com.azure.ai.anomalydetector.models
-
Defines values for DataSchema.
- DataSchema() - Constructor for class com.azure.ai.anomalydetector.models.DataSchema
- deleteMultivariateModel(String) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Delete Multivariate Model
- deleteMultivariateModel(String) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Delete Multivariate Model
- deleteMultivariateModelWithResponse(String, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Delete Multivariate Model
- deleteMultivariateModelWithResponse(String, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Delete Multivariate Model
- detectMultivariateBatchAnomaly(String, MultivariateBatchDetectionOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Detect Multivariate Anomaly
- detectMultivariateBatchAnomaly(String, MultivariateBatchDetectionOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Detect Multivariate Anomaly
- detectMultivariateBatchAnomalyWithResponse(String, BinaryData, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Detect Multivariate Anomaly
- detectMultivariateBatchAnomalyWithResponse(String, BinaryData, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Detect Multivariate Anomaly
- detectMultivariateLastAnomaly(String, MultivariateLastDetectionOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Detect anomalies in the last point of the request body
- detectMultivariateLastAnomaly(String, MultivariateLastDetectionOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Detect anomalies in the last point of the request body
- detectMultivariateLastAnomalyWithResponse(String, BinaryData, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Detect anomalies in the last point of the request body
- detectMultivariateLastAnomalyWithResponse(String, BinaryData, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Detect anomalies in the last point of the request body
- detectUnivariateChangePoint(UnivariateChangePointDetectionOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Detect change point for the entire series
- detectUnivariateChangePoint(UnivariateChangePointDetectionOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Detect change point for the entire series
- detectUnivariateChangePointWithResponse(BinaryData, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Detect change point for the entire series
- detectUnivariateChangePointWithResponse(BinaryData, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Detect change point for the entire series
- detectUnivariateEntireSeries(UnivariateDetectionOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Detect anomalies for the entire series in batch.
- detectUnivariateEntireSeries(UnivariateDetectionOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Detect anomalies for the entire series in batch.
- detectUnivariateEntireSeriesWithResponse(BinaryData, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Detect anomalies for the entire series in batch.
- detectUnivariateEntireSeriesWithResponse(BinaryData, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Detect anomalies for the entire series in batch.
- detectUnivariateLastPoint(UnivariateDetectionOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Detect anomaly status of the latest point in time series.
- detectUnivariateLastPoint(UnivariateDetectionOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Detect anomaly status of the latest point in time series.
- detectUnivariateLastPointWithResponse(BinaryData, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Detect anomaly status of the latest point in time series.
- detectUnivariateLastPointWithResponse(BinaryData, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Detect anomaly status of the latest point in time series.
- DiagnosticsInfo - Class in com.azure.ai.anomalydetector.models
-
Diagnostics information to help inspect the states of model or variable.
- DiagnosticsInfo() - Constructor for class com.azure.ai.anomalydetector.models.DiagnosticsInfo
-
Creates an instance of DiagnosticsInfo class.
E
- endpoint(String) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
.
- ErrorResponse - Class in com.azure.ai.anomalydetector.models
-
ErrorResponse contains code and message that shows the error information.
- ErrorResponse(String, String) - Constructor for class com.azure.ai.anomalydetector.models.ErrorResponse
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Creates an instance of ErrorResponse class.
F
- FAILED - Enum constant in enum com.azure.ai.anomalydetector.models.ModelStatus
-
Enum value FAILED.
- FAILED - Enum constant in enum com.azure.ai.anomalydetector.models.MultivariateBatchDetectionStatus
-
Enum value FAILED.
- FillNAMethod - Class in com.azure.ai.anomalydetector.models
-
Defines values for FillNAMethod.
- FillNAMethod() - Constructor for class com.azure.ai.anomalydetector.models.FillNAMethod
- FIXED - Static variable in class com.azure.ai.anomalydetector.models.FillNAMethod
-
Static value Fixed for FillNAMethod.
- FIXED - Static variable in class com.azure.ai.anomalydetector.models.ImputeMode
-
Static value fixed for ImputeMode.
- fromString(String) - Static method in enum com.azure.ai.anomalydetector.models.AlignMode
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Parses a serialized value to a AlignMode instance.
- fromString(String) - Static method in class com.azure.ai.anomalydetector.models.DataSchema
-
Creates or finds a DataSchema from its string representation.
- fromString(String) - Static method in class com.azure.ai.anomalydetector.models.FillNAMethod
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Creates or finds a FillNAMethod from its string representation.
- fromString(String) - Static method in class com.azure.ai.anomalydetector.models.ImputeMode
-
Creates or finds a ImputeMode from its string representation.
- fromString(String) - Static method in enum com.azure.ai.anomalydetector.models.ModelStatus
-
Parses a serialized value to a ModelStatus instance.
- fromString(String) - Static method in enum com.azure.ai.anomalydetector.models.MultivariateBatchDetectionStatus
-
Parses a serialized value to a MultivariateBatchDetectionStatus instance.
- fromString(String) - Static method in enum com.azure.ai.anomalydetector.models.TimeGranularity
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Parses a serialized value to a TimeGranularity instance.
G
- getAlignMode() - Method in class com.azure.ai.anomalydetector.models.AlignPolicy
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Get the alignMode property: An optional field, indicating how to align different variables to the same time-range.
- getAlignPolicy() - Method in class com.azure.ai.anomalydetector.models.ModelInfo
-
Get the alignPolicy property: An optional field, indicating the manner to align multiple variables.
- getChangedVariables() - Method in class com.azure.ai.anomalydetector.models.CorrelationChanges
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Get the changedVariables property: The correlated variables that have correlation changes under an anomaly.
- getCode() - Method in class com.azure.ai.anomalydetector.models.ErrorResponse
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Get the code property: The error code.
- getConfidenceScores() - Method in class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionResult
-
Get the confidenceScores property: the change point confidence of each point.
- getContributionScore() - Method in class com.azure.ai.anomalydetector.models.AnomalyInterpretation
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Get the contributionScore property: This score shows the percentage contributing to the anomalous timestamp.
- getCorrelationChanges() - Method in class com.azure.ai.anomalydetector.models.AnomalyInterpretation
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Get the correlationChanges property: Correlation changes among the anomalous variables.
- getCreatedTime() - Method in class com.azure.ai.anomalydetector.models.AnomalyDetectionModel
-
Get the createdTime property: Date and time (UTC) when the model was created.
- getCustomInterval() - Method in class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionOptions
-
Get the customInterval property: 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}.
- getCustomInterval() - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Get the customInterval property: 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}.
- getDataSchema() - Method in class com.azure.ai.anomalydetector.models.ModelInfo
-
Get the dataSchema property: Data schema of input data source: OneTable or MultiTable.
- getDataSource() - Method in class com.azure.ai.anomalydetector.models.ModelInfo
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Get the dataSource property: Source link to the input data to indicate an accessible Azure storage Uri, either pointed to an Azure blob storage folder, or pointed to a CSV file in Azure blob storage based on you data schema selection.
- getDataSource() - Method in class com.azure.ai.anomalydetector.models.MultivariateBatchDetectionOptions
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Get the dataSource property: Source link to the input data to indicate an accessible Azure storage Uri, either pointed to an Azure blob storage folder, or pointed to a CSV file in Azure blob storage based on you data schema selection.
- getDiagnosticsInfo() - Method in class com.azure.ai.anomalydetector.models.ModelInfo
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Get the diagnosticsInfo property: Diagnostics information to help inspect the states of model or variable.
- getDisplayName() - Method in class com.azure.ai.anomalydetector.models.ModelInfo
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Get the displayName property: An optional field.
- getEffectiveCount() - Method in class com.azure.ai.anomalydetector.models.VariableState
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Get the effectiveCount property: Number of effective data points before applying fillNAMethod.
- getEndTime() - Method in class com.azure.ai.anomalydetector.models.ModelInfo
-
Get the endTime property: A required field, indicating the end time of training data, which should be date-time of ISO 8601 format.
- getEndTime() - Method in class com.azure.ai.anomalydetector.models.MultivariateBatchDetectionOptions
-
Get the endTime property: A required field, indicating the end time of data for detection, which should be date-time of ISO 8601 format.
- getEpochIds() - Method in class com.azure.ai.anomalydetector.models.ModelState
-
Get the epochIds property: This indicates the number of passes of the entire training dataset the algorithm has completed.
- getErrors() - Method in class com.azure.ai.anomalydetector.models.AnomalyState
-
Get the errors property: Error message for the current timestamp.
- getErrors() - Method in class com.azure.ai.anomalydetector.models.ModelInfo
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Get the errors property: Error messages when failed to create a model.
- getErrors() - Method in class com.azure.ai.anomalydetector.models.MultivariateBatchDetectionResultSummary
-
Get the errors property: Error message when detection is failed.
- getExpectedValue() - Method in class com.azure.ai.anomalydetector.models.UnivariateLastDetectionResult
-
Get the expectedValue property: Expected value of the latest point.
- getExpectedValues() - Method in class com.azure.ai.anomalydetector.models.UnivariateEntireDetectionResult
-
Get the expectedValues property: ExpectedValues contain expected value for each input point.
- getFilledNARatio() - Method in class com.azure.ai.anomalydetector.models.VariableState
-
Get the filledNARatio property: Proportion of missing values that need to be filled by fillNAMethod.
- getFillNAMethod() - Method in class com.azure.ai.anomalydetector.models.AlignPolicy
-
Get the fillNAMethod property: An optional field, indicating how missing values will be filled.
- getFirstTimestamp() - Method in class com.azure.ai.anomalydetector.models.VariableState
-
Get the firstTimestamp property: First valid timestamp with value of input data.
- getGranularity() - Method in class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionOptions
-
Get the granularity property: Can only be one of yearly, monthly, weekly, daily, hourly, minutely or secondly.
- getGranularity() - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Get the granularity property: Optional argument, can be one of yearly, monthly, weekly, daily, hourly, minutely, secondly, microsecond or none.
- getImputeFixedValue() - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Get the imputeFixedValue property: Used to specify the value to fill, it's used when granularity is not "none" and imputeMode is "fixed".
- getImputeMode() - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Get the imputeMode property: Used to specify how to deal with missing values in the input series, it's used when granularity is not "none".
- getInterpretation() - Method in class com.azure.ai.anomalydetector.models.AnomalyValue
-
Get the interpretation property: Interpretation of this anomalous timestamp.
- getIsAnomaly() - Method in class com.azure.ai.anomalydetector.models.UnivariateEntireDetectionResult
-
Get the isAnomaly property: IsAnomaly contains anomaly properties for each input point.
- getIsChangePoint() - Method in class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionResult
-
Get the isChangePoint property: isChangePoint contains change point properties for each input point.
- getIsNegativeAnomaly() - Method in class com.azure.ai.anomalydetector.models.UnivariateEntireDetectionResult
-
Get the isNegativeAnomaly property: IsNegativeAnomaly contains anomaly status in negative direction for each input point.
- getIsPositiveAnomaly() - Method in class com.azure.ai.anomalydetector.models.UnivariateEntireDetectionResult
-
Get the isPositiveAnomaly property: IsPositiveAnomaly contain anomaly status in positive direction for each input point.
- getLastTimestamp() - Method in class com.azure.ai.anomalydetector.models.VariableState
-
Get the lastTimestamp property: Last valid timestamp with value of input data.
- getLastUpdatedTime() - Method in class com.azure.ai.anomalydetector.models.AnomalyDetectionModel
-
Get the lastUpdatedTime property: Date and time (UTC) when the model was last updated.
- getLatenciesInSeconds() - Method in class com.azure.ai.anomalydetector.models.ModelState
-
Get the latenciesInSeconds property: Latency for each epoch.
- getLatest() - Static method in enum com.azure.ai.anomalydetector.AnomalyDetectorServiceVersion
-
Gets the latest service version supported by this client library.
- getLowerMargin() - Method in class com.azure.ai.anomalydetector.models.UnivariateLastDetectionResult
-
Get the lowerMargin property: Lower margin of the latest point.
- getLowerMargins() - Method in class com.azure.ai.anomalydetector.models.UnivariateEntireDetectionResult
-
Get the lowerMargins property: LowerMargins contain lower margin of each input point.
- getMaxAnomalyRatio() - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Get the maxAnomalyRatio property: Optional argument, advanced model parameter, max anomaly ratio in a time series.
- getMessage() - Method in class com.azure.ai.anomalydetector.models.ErrorResponse
-
Get the message property: The message explaining the error reported by the service.
- getModelId() - Method in class com.azure.ai.anomalydetector.models.AnomalyDetectionModel
-
Get the modelId property: Model identifier.
- getModelInfo() - Method in class com.azure.ai.anomalydetector.models.AnomalyDetectionModel
-
Get the modelInfo property: Training result of a model including its status, errors and diagnostics information.
- getModelState() - Method in class com.azure.ai.anomalydetector.models.DiagnosticsInfo
-
Get the modelState property: Model status.
- getMultivariateBatchDetectionResult(String) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Get Multivariate Anomaly Detection Result
- getMultivariateBatchDetectionResult(String) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Get Multivariate Anomaly Detection Result
- getMultivariateBatchDetectionResultWithResponse(String, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Get Multivariate Anomaly Detection Result
- getMultivariateBatchDetectionResultWithResponse(String, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Get Multivariate Anomaly Detection Result
- getMultivariateModel(String) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Get Multivariate Model
- getMultivariateModel(String) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Get Multivariate Model
- getMultivariateModelWithResponse(String, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Get Multivariate Model
- getMultivariateModelWithResponse(String, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Get Multivariate Model
- getPaddingValue() - Method in class com.azure.ai.anomalydetector.models.AlignPolicy
-
Get the paddingValue property: An optional field.
- getPeriod() - Method in class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionOptions
-
Get the period property: Optional argument, periodic value of a time series.
- getPeriod() - Method in class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionResult
-
Get the period property: Frequency extracted from the series, zero means no recurrent pattern has been found.
- getPeriod() - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Get the period property: Optional argument, periodic value of a time series.
- getPeriod() - Method in class com.azure.ai.anomalydetector.models.UnivariateEntireDetectionResult
-
Get the period property: Frequency extracted from the series, zero means no recurrent pattern has been found.
- getPeriod() - Method in class com.azure.ai.anomalydetector.models.UnivariateLastDetectionResult
-
Get the period property: Frequency extracted from the series, zero means no recurrent pattern has been found.
- getResultId() - Method in class com.azure.ai.anomalydetector.models.MultivariateDetectionResult
-
Get the resultId property: Result identifier, which is used to fetch the results of an inference call.
- getResults() - Method in class com.azure.ai.anomalydetector.models.MultivariateDetectionResult
-
Get the results property: Detection result for each timestamp.
- getResults() - Method in class com.azure.ai.anomalydetector.models.MultivariateLastDetectionResult
-
Get the results property: Anomaly status and information.
- getScore() - Method in class com.azure.ai.anomalydetector.models.AnomalyValue
-
Get the score property: Raw anomaly score of severity, will help indicate the degree of abnormality as well.
- getSensitivity() - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Get the sensitivity property: 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.
- getSeries() - Method in class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionOptions
-
Get the series property: Time series data points.
- getSeries() - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Get the series property: Time series data points.
- getSetupInfo() - Method in class com.azure.ai.anomalydetector.models.MultivariateBatchDetectionResultSummary
-
Get the setupInfo property: Detection request for batch inference.
- getSeverity() - Method in class com.azure.ai.anomalydetector.models.AnomalyValue
-
Get the severity property: Indicates the significance of the anomaly.
- getSeverity() - Method in class com.azure.ai.anomalydetector.models.UnivariateEntireDetectionResult
-
Get the severity property: The severity score for each input point.
- getSeverity() - Method in class com.azure.ai.anomalydetector.models.UnivariateLastDetectionResult
-
Get the severity property: The severity score for the last input point.
- getSlidingWindow() - Method in class com.azure.ai.anomalydetector.models.ModelInfo
-
Get the slidingWindow property: An optional field, indicating how many previous timestamps will be used to detect whether the timestamp is anomaly or not.
- getStableTrendWindow() - Method in class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionOptions
-
Get the stableTrendWindow property: Optional argument, advanced model parameter, a default stableTrendWindow will be used in detection.
- getStartTime() - Method in class com.azure.ai.anomalydetector.models.ModelInfo
-
Get the startTime property: A required field, indicating the start time of training data, which should be date-time of ISO 8601 format.
- getStartTime() - Method in class com.azure.ai.anomalydetector.models.MultivariateBatchDetectionOptions
-
Get the startTime property: A required field, indicating the start time of data for detection, which should be date-time of ISO 8601 format.
- getStatus() - Method in class com.azure.ai.anomalydetector.models.ModelInfo
-
Get the status property: Model status.
- getStatus() - Method in class com.azure.ai.anomalydetector.models.MultivariateBatchDetectionResultSummary
-
Get the status property: Status of detection results.
- getSuggestedWindow() - Method in class com.azure.ai.anomalydetector.models.UnivariateLastDetectionResult
-
Get the suggestedWindow property: Suggested input series points needed for detecting the latest point.
- getSummary() - Method in class com.azure.ai.anomalydetector.models.MultivariateDetectionResult
-
Get the summary property: Multivariate anomaly detection status.
- getThreshold() - Method in class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionOptions
-
Get the threshold property: Optional argument, advanced model parameter, between 0.0-1.0, the lower the value is, the larger the trend error will be which means less change point will be accepted.
- getTimestamp() - Method in class com.azure.ai.anomalydetector.models.AnomalyState
-
Get the timestamp property: The timestamp for this anomaly.
- getTimestamp() - Method in class com.azure.ai.anomalydetector.models.TimeSeriesPoint
-
Get the timestamp property: Optional argument, timestamp of a data point (ISO8601 format).
- getTimestamps() - Method in class com.azure.ai.anomalydetector.models.VariableValues
-
Get the timestamps property: Timestamps of last detection request.
- getTopContributorCount() - Method in class com.azure.ai.anomalydetector.models.MultivariateBatchDetectionOptions
-
Get the topContributorCount property: An optional field, which is used to specify the number of top contributed variables for one anomalous timestamp in the response.
- getTopContributorCount() - Method in class com.azure.ai.anomalydetector.models.MultivariateLastDetectionOptions
-
Get the topContributorCount property: An optional field, which is used to specify the number of top contributed variables for one anomalous timestamp in the response.
- getTrainLosses() - Method in class com.azure.ai.anomalydetector.models.ModelState
-
Get the trainLosses property: List of metrics used to assess how the model fits the training data for each epoch.
- getUpperMargin() - Method in class com.azure.ai.anomalydetector.models.UnivariateLastDetectionResult
-
Get the upperMargin property: Upper margin of the latest point.
- getUpperMargins() - Method in class com.azure.ai.anomalydetector.models.UnivariateEntireDetectionResult
-
Get the upperMargins property: UpperMargins contain upper margin of each input point.
- getValidationLosses() - Method in class com.azure.ai.anomalydetector.models.ModelState
-
Get the validationLosses property: List of metrics used to assess how the model fits the validation set for each epoch.
- getValue() - Method in class com.azure.ai.anomalydetector.models.AnomalyState
-
Get the value property: The detailed value of this anomalous timestamp.
- getValue() - Method in class com.azure.ai.anomalydetector.models.TimeSeriesPoint
-
Get the value property: The measurement of that point, should be float.
- getValues() - Method in class com.azure.ai.anomalydetector.models.VariableValues
-
Get the values property: Values of variables.
- getVariable() - Method in class com.azure.ai.anomalydetector.models.AnomalyInterpretation
-
Get the variable property: Variable.
- getVariable() - Method in class com.azure.ai.anomalydetector.models.VariableState
-
Get the variable property: Variable name in variable states.
- getVariable() - Method in class com.azure.ai.anomalydetector.models.VariableValues
-
Get the variable property: Variable name of last detection request.
- getVariables() - Method in class com.azure.ai.anomalydetector.models.MultivariateLastDetectionOptions
-
Get the variables property: This contains the inference data, including the name, timestamps(ISO 8601) and values of variables.
- getVariableStates() - Method in class com.azure.ai.anomalydetector.models.DiagnosticsInfo
-
Get the variableStates property: Variable Status.
- getVariableStates() - Method in class com.azure.ai.anomalydetector.models.MultivariateBatchDetectionResultSummary
-
Get the variableStates property: Variable Status.
- getVariableStates() - Method in class com.azure.ai.anomalydetector.models.MultivariateLastDetectionResult
-
Get the variableStates property: Variable Status.
- getVersion() - Method in enum com.azure.ai.anomalydetector.AnomalyDetectorServiceVersion
H
- HOURLY - Enum constant in enum com.azure.ai.anomalydetector.models.TimeGranularity
-
Enum value hourly.
- httpClient(HttpClient) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
.
- httpLogOptions(HttpLogOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
.
I
- ImputeMode - Class in com.azure.ai.anomalydetector.models
-
Defines values for ImputeMode.
- ImputeMode() - Constructor for class com.azure.ai.anomalydetector.models.ImputeMode
- INNER - Enum constant in enum com.azure.ai.anomalydetector.models.AlignMode
-
Enum value Inner.
- isAnomaly() - Method in class com.azure.ai.anomalydetector.models.AnomalyValue
-
Get the isAnomaly property: True if an anomaly is detected at the current timestamp.
- isAnomaly() - Method in class com.azure.ai.anomalydetector.models.UnivariateLastDetectionResult
-
Get the isAnomaly property: Anomaly status of the latest point, true means the latest point is an anomaly either in negative direction or positive direction.
- isNegativeAnomaly() - Method in class com.azure.ai.anomalydetector.models.UnivariateLastDetectionResult
-
Get the isNegativeAnomaly property: Anomaly status in negative direction of the latest point.
- isPositiveAnomaly() - Method in class com.azure.ai.anomalydetector.models.UnivariateLastDetectionResult
-
Get the isPositiveAnomaly property: Anomaly status in positive direction of the latest point.
L
- LINEAR - Static variable in class com.azure.ai.anomalydetector.models.FillNAMethod
-
Static value Linear for FillNAMethod.
- LINEAR - Static variable in class com.azure.ai.anomalydetector.models.ImputeMode
-
Static value linear for ImputeMode.
- listMultivariateModels() - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
List Multivariate Models
- listMultivariateModels() - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
List Multivariate Models
- listMultivariateModels(RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
List Multivariate Models
- listMultivariateModels(RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
List Multivariate Models
M
- MICROSECOND - Enum constant in enum com.azure.ai.anomalydetector.models.TimeGranularity
-
Enum value microsecond.
- ModelInfo - Class in com.azure.ai.anomalydetector.models
-
Training result of a model including its status, errors and diagnostics information.
- ModelInfo(String, OffsetDateTime, OffsetDateTime) - Constructor for class com.azure.ai.anomalydetector.models.ModelInfo
-
Creates an instance of ModelInfo class.
- ModelState - Class in com.azure.ai.anomalydetector.models
-
Model status.
- ModelState() - Constructor for class com.azure.ai.anomalydetector.models.ModelState
-
Creates an instance of ModelState class.
- ModelStatus - Enum in com.azure.ai.anomalydetector.models
-
Defines values for ModelStatus.
- MONTHLY - Enum constant in enum com.azure.ai.anomalydetector.models.TimeGranularity
-
Enum value monthly.
- MULTI_TABLE - Static variable in class com.azure.ai.anomalydetector.models.DataSchema
-
Static value MultiTable for DataSchema.
- MultivariateBatchDetectionOptions - Class in com.azure.ai.anomalydetector.models
-
Detection request for batch inference.
- MultivariateBatchDetectionOptions(String, int, OffsetDateTime, OffsetDateTime) - Constructor for class com.azure.ai.anomalydetector.models.MultivariateBatchDetectionOptions
-
Creates an instance of MultivariateBatchDetectionOptions class.
- MultivariateBatchDetectionResultSummary - Class in com.azure.ai.anomalydetector.models
-
Multivariate anomaly detection status.
- MultivariateBatchDetectionStatus - Enum in com.azure.ai.anomalydetector.models
-
Defines values for MultivariateBatchDetectionStatus.
- MultivariateDetectionResult - Class in com.azure.ai.anomalydetector.models
-
Detection results for the given resultId.
- MultivariateLastDetectionOptions - Class in com.azure.ai.anomalydetector.models
-
Request of last detection.
- MultivariateLastDetectionOptions(List<VariableValues>, int) - Constructor for class com.azure.ai.anomalydetector.models.MultivariateLastDetectionOptions
-
Creates an instance of MultivariateLastDetectionOptions class.
- MultivariateLastDetectionResult - Class in com.azure.ai.anomalydetector.models
-
Results of last detection.
N
- NONE - Enum constant in enum com.azure.ai.anomalydetector.models.TimeGranularity
-
Enum value none.
- NOT_FILL - Static variable in class com.azure.ai.anomalydetector.models.ImputeMode
-
Static value notFill for ImputeMode.
O
- ONE_TABLE - Static variable in class com.azure.ai.anomalydetector.models.DataSchema
-
Static value OneTable for DataSchema.
- OUTER - Enum constant in enum com.azure.ai.anomalydetector.models.AlignMode
-
Enum value Outer.
P
- PER_MINUTE - Enum constant in enum com.azure.ai.anomalydetector.models.TimeGranularity
-
Enum value minutely.
- PER_SECOND - Enum constant in enum com.azure.ai.anomalydetector.models.TimeGranularity
-
Enum value secondly.
- pipeline(HttpPipeline) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
.
- PREVIOUS - Static variable in class com.azure.ai.anomalydetector.models.FillNAMethod
-
Static value Previous for FillNAMethod.
- PREVIOUS - Static variable in class com.azure.ai.anomalydetector.models.ImputeMode
-
Static value previous for ImputeMode.
R
- READY - Enum constant in enum com.azure.ai.anomalydetector.models.ModelStatus
-
Enum value READY.
- READY - Enum constant in enum com.azure.ai.anomalydetector.models.MultivariateBatchDetectionStatus
-
Enum value READY.
- retryOptions(RetryOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
.
- retryPolicy(RetryPolicy) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
Sets The retry policy that will attempt to retry failed requests, if applicable.
- RUNNING - Enum constant in enum com.azure.ai.anomalydetector.models.ModelStatus
-
Enum value RUNNING.
- RUNNING - Enum constant in enum com.azure.ai.anomalydetector.models.MultivariateBatchDetectionStatus
-
Enum value RUNNING.
S
- serviceVersion(AnomalyDetectorServiceVersion) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClientBuilder
-
Sets Service version.
- setAlignMode(AlignMode) - Method in class com.azure.ai.anomalydetector.models.AlignPolicy
-
Set the alignMode property: An optional field, indicating how to align different variables to the same time-range.
- setAlignPolicy(AlignPolicy) - Method in class com.azure.ai.anomalydetector.models.ModelInfo
-
Set the alignPolicy property: An optional field, indicating the manner to align multiple variables.
- setCustomInterval(Integer) - Method in class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionOptions
-
Set the customInterval property: 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}.
- setCustomInterval(Integer) - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Set the customInterval property: 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}.
- setDataSchema(DataSchema) - Method in class com.azure.ai.anomalydetector.models.ModelInfo
-
Set the dataSchema property: Data schema of input data source: OneTable or MultiTable.
- setDiagnosticsInfo(DiagnosticsInfo) - Method in class com.azure.ai.anomalydetector.models.ModelInfo
-
Set the diagnosticsInfo property: Diagnostics information to help inspect the states of model or variable.
- setDisplayName(String) - Method in class com.azure.ai.anomalydetector.models.ModelInfo
-
Set the displayName property: An optional field.
- setEffectiveCount(Integer) - Method in class com.azure.ai.anomalydetector.models.VariableState
-
Set the effectiveCount property: Number of effective data points before applying fillNAMethod.
- setEpochIds(List<Integer>) - Method in class com.azure.ai.anomalydetector.models.ModelState
-
Set the epochIds property: This indicates the number of passes of the entire training dataset the algorithm has completed.
- setFilledNARatio(Double) - Method in class com.azure.ai.anomalydetector.models.VariableState
-
Set the filledNARatio property: Proportion of missing values that need to be filled by fillNAMethod.
- setFillNAMethod(FillNAMethod) - Method in class com.azure.ai.anomalydetector.models.AlignPolicy
-
Set the fillNAMethod property: An optional field, indicating how missing values will be filled.
- setFirstTimestamp(OffsetDateTime) - Method in class com.azure.ai.anomalydetector.models.VariableState
-
Set the firstTimestamp property: First valid timestamp with value of input data.
- setGranularity(TimeGranularity) - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Set the granularity property: Optional argument, can be one of yearly, monthly, weekly, daily, hourly, minutely, secondly, microsecond or none.
- setImputeFixedValue(Double) - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Set the imputeFixedValue property: Used to specify the value to fill, it's used when granularity is not "none" and imputeMode is "fixed".
- setImputeMode(ImputeMode) - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Set the imputeMode property: Used to specify how to deal with missing values in the input series, it's used when granularity is not "none".
- setLastTimestamp(OffsetDateTime) - Method in class com.azure.ai.anomalydetector.models.VariableState
-
Set the lastTimestamp property: Last valid timestamp with value of input data.
- setLatenciesInSeconds(List<Double>) - Method in class com.azure.ai.anomalydetector.models.ModelState
-
Set the latenciesInSeconds property: Latency for each epoch.
- setMaxAnomalyRatio(Double) - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Set the maxAnomalyRatio property: Optional argument, advanced model parameter, max anomaly ratio in a time series.
- setModelState(ModelState) - Method in class com.azure.ai.anomalydetector.models.DiagnosticsInfo
-
Set the modelState property: Model status.
- setPaddingValue(Double) - Method in class com.azure.ai.anomalydetector.models.AlignPolicy
-
Set the paddingValue property: An optional field.
- setPeriod(Integer) - Method in class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionOptions
-
Set the period property: Optional argument, periodic value of a time series.
- setPeriod(Integer) - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Set the period property: Optional argument, periodic value of a time series.
- setSensitivity(Integer) - Method in class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Set the sensitivity property: 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.
- setSlidingWindow(Integer) - Method in class com.azure.ai.anomalydetector.models.ModelInfo
-
Set the slidingWindow property: An optional field, indicating how many previous timestamps will be used to detect whether the timestamp is anomaly or not.
- setStableTrendWindow(Integer) - Method in class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionOptions
-
Set the stableTrendWindow property: Optional argument, advanced model parameter, a default stableTrendWindow will be used in detection.
- setStatus(ModelStatus) - Method in class com.azure.ai.anomalydetector.models.ModelInfo
-
Set the status property: Model status.
- setThreshold(Double) - Method in class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionOptions
-
Set the threshold property: Optional argument, advanced model parameter, between 0.0-1.0, the lower the value is, the larger the trend error will be which means less change point will be accepted.
- setTimestamp(OffsetDateTime) - Method in class com.azure.ai.anomalydetector.models.TimeSeriesPoint
-
Set the timestamp property: Optional argument, timestamp of a data point (ISO8601 format).
- setTrainLosses(List<Double>) - Method in class com.azure.ai.anomalydetector.models.ModelState
-
Set the trainLosses property: List of metrics used to assess how the model fits the training data for each epoch.
- setValidationLosses(List<Double>) - Method in class com.azure.ai.anomalydetector.models.ModelState
-
Set the validationLosses property: List of metrics used to assess how the model fits the validation set for each epoch.
- setVariable(String) - Method in class com.azure.ai.anomalydetector.models.VariableState
-
Set the variable property: Variable name in variable states.
- setVariableStates(List<VariableState>) - Method in class com.azure.ai.anomalydetector.models.DiagnosticsInfo
-
Set the variableStates property: Variable Status.
- SUBSEQUENT - Static variable in class com.azure.ai.anomalydetector.models.FillNAMethod
-
Static value Subsequent for FillNAMethod.
T
- TimeGranularity - Enum in com.azure.ai.anomalydetector.models
-
Defines values for TimeGranularity.
- TimeSeriesPoint - Class in com.azure.ai.anomalydetector.models
-
The definition of input timeseries points.
- TimeSeriesPoint(double) - Constructor for class com.azure.ai.anomalydetector.models.TimeSeriesPoint
-
Creates an instance of TimeSeriesPoint class.
- toString() - Method in enum com.azure.ai.anomalydetector.models.AlignMode
- toString() - Method in enum com.azure.ai.anomalydetector.models.ModelStatus
- toString() - Method in enum com.azure.ai.anomalydetector.models.MultivariateBatchDetectionStatus
- toString() - Method in enum com.azure.ai.anomalydetector.models.TimeGranularity
- trainMultivariateModel(ModelInfo) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Train a Multivariate Anomaly Detection Model
- trainMultivariateModel(ModelInfo) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Train a Multivariate Anomaly Detection Model
- trainMultivariateModelWithResponse(BinaryData, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorAsyncClient
-
Train a Multivariate Anomaly Detection Model
- trainMultivariateModelWithResponse(BinaryData, RequestOptions) - Method in class com.azure.ai.anomalydetector.AnomalyDetectorClient
-
Train a Multivariate Anomaly Detection Model
U
- UnivariateChangePointDetectionOptions - Class in com.azure.ai.anomalydetector.models
-
The request of change point detection.
- UnivariateChangePointDetectionOptions(List<TimeSeriesPoint>, TimeGranularity) - Constructor for class com.azure.ai.anomalydetector.models.UnivariateChangePointDetectionOptions
-
Creates an instance of UnivariateChangePointDetectionOptions class.
- UnivariateChangePointDetectionResult - Class in com.azure.ai.anomalydetector.models
-
The response of change point detection.
- UnivariateDetectionOptions - Class in com.azure.ai.anomalydetector.models
-
The request of entire or last anomaly detection.
- UnivariateDetectionOptions(List<TimeSeriesPoint>) - Constructor for class com.azure.ai.anomalydetector.models.UnivariateDetectionOptions
-
Creates an instance of UnivariateDetectionOptions class.
- UnivariateEntireDetectionResult - Class in com.azure.ai.anomalydetector.models
-
The response of entire anomaly detection.
- UnivariateLastDetectionResult - Class in com.azure.ai.anomalydetector.models
-
The response of last anomaly detection.
V
- V1_1 - Enum constant in enum com.azure.ai.anomalydetector.AnomalyDetectorServiceVersion
-
Enum value v1.1.
- valueOf(String) - Static method in enum com.azure.ai.anomalydetector.AnomalyDetectorServiceVersion
-
Returns the enum constant of this type with the specified name.
- valueOf(String) - Static method in enum com.azure.ai.anomalydetector.models.AlignMode
-
Returns the enum constant of this type with the specified name.
- valueOf(String) - Static method in enum com.azure.ai.anomalydetector.models.ModelStatus
-
Returns the enum constant of this type with the specified name.
- valueOf(String) - Static method in enum com.azure.ai.anomalydetector.models.MultivariateBatchDetectionStatus
-
Returns the enum constant of this type with the specified name.
- valueOf(String) - Static method in enum com.azure.ai.anomalydetector.models.TimeGranularity
-
Returns the enum constant of this type with the specified name.
- values() - Static method in enum com.azure.ai.anomalydetector.AnomalyDetectorServiceVersion
-
Returns an array containing the constants of this enum type, in the order they are declared.
- values() - Static method in enum com.azure.ai.anomalydetector.models.AlignMode
-
Returns an array containing the constants of this enum type, in the order they are declared.
- values() - Static method in class com.azure.ai.anomalydetector.models.DataSchema
-
Gets known DataSchema values.
- values() - Static method in class com.azure.ai.anomalydetector.models.FillNAMethod
-
Gets known FillNAMethod values.
- values() - Static method in class com.azure.ai.anomalydetector.models.ImputeMode
-
Gets known ImputeMode values.
- values() - Static method in enum com.azure.ai.anomalydetector.models.ModelStatus
-
Returns an array containing the constants of this enum type, in the order they are declared.
- values() - Static method in enum com.azure.ai.anomalydetector.models.MultivariateBatchDetectionStatus
-
Returns an array containing the constants of this enum type, in the order they are declared.
- values() - Static method in enum com.azure.ai.anomalydetector.models.TimeGranularity
-
Returns an array containing the constants of this enum type, in the order they are declared.
- VariableState - Class in com.azure.ai.anomalydetector.models
-
Variable Status.
- VariableState() - Constructor for class com.azure.ai.anomalydetector.models.VariableState
-
Creates an instance of VariableState class.
- VariableValues - Class in com.azure.ai.anomalydetector.models
-
Variable values.
- VariableValues(String, List<String>, List<Double>) - Constructor for class com.azure.ai.anomalydetector.models.VariableValues
-
Creates an instance of VariableValues class.
W
- WEEKLY - Enum constant in enum com.azure.ai.anomalydetector.models.TimeGranularity
-
Enum value weekly.
Y
- YEARLY - Enum constant in enum com.azure.ai.anomalydetector.models.TimeGranularity
-
Enum value yearly.
Z
- ZERO - Static variable in class com.azure.ai.anomalydetector.models.FillNAMethod
-
Static value Zero for FillNAMethod.
- ZERO - Static variable in class com.azure.ai.anomalydetector.models.ImputeMode
-
Static value zero for ImputeMode.
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