Package com.azure.ai.anomalydetector.models

Class ModelInfo

java.lang.Object
com.azure.ai.anomalydetector.models.ModelInfo
public final class ModelInfo extends Object
Train result of a model including status, errors and diagnose info for model and variables.

  • Constructor Details

    • ModelInfo

      public ModelInfo()

  • Method Details

    • getSlidingWindow

      public Integer getSlidingWindow()
      Get the slidingWindow property: An optional field, indicating how many previous points will be used to compute the anomaly score of the subsequent point.
      Returns:
      the slidingWindow value.

    • setSlidingWindow

      public ModelInfo setSlidingWindow(Integer slidingWindow)
      Set the slidingWindow property: An optional field, indicating how many previous points will be used to compute the anomaly score of the subsequent point.
      Parameters:
      slidingWindow - the slidingWindow value to set.
      Returns:
      the ModelInfo object itself.

    • getAlignPolicy

      public AlignPolicy getAlignPolicy()
      Get the alignPolicy property: The alignPolicy property.
      Returns:
      the alignPolicy value.

    • setAlignPolicy

      public ModelInfo setAlignPolicy(AlignPolicy alignPolicy)
      Set the alignPolicy property: The alignPolicy property.
      Parameters:
      alignPolicy - the alignPolicy value to set.
      Returns:
      the ModelInfo object itself.

    • getSource

      public String getSource()
      Get the source property: Source link to the input variables. Each variable should be a csv file with two columns, `timestamp` and `value`. By default, the file name of the variable will be used as its variable name.
      Returns:
      the source value.

    • setSource

      public ModelInfo setSource(String source)
      Set the source property: Source link to the input variables. Each variable should be a csv file with two columns, `timestamp` and `value`. By default, the file name of the variable will be used as its variable name.
      Parameters:
      source - the source value to set.
      Returns:
      the ModelInfo object itself.

    • getStartTime

      public OffsetDateTime getStartTime()
      Get the startTime property: A required field, indicating the start time of training data. Should be date-time.
      Returns:
      the startTime value.

    • setStartTime

      public ModelInfo setStartTime(OffsetDateTime startTime)
      Set the startTime property: A required field, indicating the start time of training data. Should be date-time.
      Parameters:
      startTime - the startTime value to set.
      Returns:
      the ModelInfo object itself.

    • getEndTime

      public OffsetDateTime getEndTime()
      Get the endTime property: A required field, indicating the end time of training data. Should be date-time.
      Returns:
      the endTime value.

    • setEndTime

      public ModelInfo setEndTime(OffsetDateTime endTime)
      Set the endTime property: A required field, indicating the end time of training data. Should be date-time.
      Parameters:
      endTime - the endTime value to set.
      Returns:
      the ModelInfo object itself.

    • getDisplayName

      public String getDisplayName()
      Get the displayName property: An optional field. The name of the model whose maximum length is 24.
      Returns:
      the displayName value.

    • setDisplayName

      public ModelInfo setDisplayName(String displayName)
      Set the displayName property: An optional field. The name of the model whose maximum length is 24.
      Parameters:
      displayName - the displayName value to set.
      Returns:
      the ModelInfo object itself.

    • getStatus

      public ModelStatus getStatus()
      Get the status property: Model training status.
      Returns:
      the status value.

    • getErrors

      public List<ErrorResponse> getErrors()
      Get the errors property: Error messages when failed to create a model.
      Returns:
      the errors value.

    • getDiagnosticsInfo

      public DiagnosticsInfo getDiagnosticsInfo()
      Get the diagnosticsInfo property: The diagnosticsInfo property.
      Returns:
      the diagnosticsInfo value.