Package | Description |
---|---|
com.azure.ai.anomalydetector |
Package containing the classes for AnomalyDetectorClient.
|
com.azure.ai.anomalydetector.models |
Package containing the data models for AnomalyDetectorClient.
|
Modifier and Type | Method and Description |
---|---|
Mono<Void> |
AnomalyDetectorAsyncClient.trainMultivariateModel(ModelInfo modelRequest)
Create and train a multivariate anomaly detection model.
|
void |
AnomalyDetectorClient.trainMultivariateModel(ModelInfo modelRequest)
Create and train a multivariate anomaly detection model.
|
Mono<TrainMultivariateModelResponse> |
AnomalyDetectorAsyncClient.trainMultivariateModelWithResponse(ModelInfo modelRequest)
Create and train a multivariate anomaly detection model.
|
TrainMultivariateModelResponse |
AnomalyDetectorClient.trainMultivariateModelWithResponse(ModelInfo modelRequest,
com.azure.core.util.Context context)
Create and train a multivariate anomaly detection model.
|
Modifier and Type | Method and Description |
---|---|
ModelInfo |
Model.getModelInfo()
Get the modelInfo property: Training Status of the model.
|
ModelInfo |
ModelInfo.setAlignPolicy(AlignPolicy alignPolicy)
Set the alignPolicy property: An optional field, since those multivariate need to be aligned in the same
timestamp before starting the detection.
|
ModelInfo |
ModelInfo.setDisplayName(String displayName)
Set the displayName property: optional field, name of the model.
|
ModelInfo |
ModelInfo.setEndTime(OffsetDateTime endTime)
Set the endTime property: require field, end time of data be used for generating multivariate anomaly detection
model, should be data-time.
|
ModelInfo |
ModelInfo.setSlidingWindow(Integer slidingWindow)
Set the slidingWindow property: An optional field, indicates how many history points will be used to determine
the anomaly score of one subsequent point.
|
ModelInfo |
ModelInfo.setSource(String source)
Set the source property: source file link of the input variables, each variable will be a csv with two columns,
the first column will be timestamp, the second column will be value.Besides these variable csv files, an extra
meta.json can be included in th zip file if you would like to rename a variable.Be default, the file name of the
variable will be used as the variable name.
|
ModelInfo |
ModelInfo.setStartTime(OffsetDateTime startTime)
Set the startTime property: require field, start time of data be used for generating multivariate anomaly
detection model, should be data-time.
|
Modifier and Type | Method and Description |
---|---|
Model |
Model.setModelInfo(ModelInfo modelInfo)
Set the modelInfo property: Training Status of the model.
|
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