github Azure/azure-sdk-for-python azure-ai-anomalydetector_3.0.0b6

latest releases: azure-cosmos_4.8.0, azure-ai-inference_1.0.0b6, azure-eventhub_5.13.0...
pre-release23 months ago

3.0.0b6 (2022-12-08)

Features

  • Added OneTable and MultiTable two data schemas.
  • Added DataSchema to ModelInfo.
  • Added Azure Managed Identity data reader access for Azure Blob Storage.
  • Added topContributorCount in the request body for get_multivariate_batch_detection_result, detect_multivariate_batch_anomaly and detect_multivariate_last_anomaly.

Breaking Changes

  • Renamed Model to AnomalyDetectionModel.
  • Renamed DetectionRequest to MultivariateBatchDetectionOptions.
  • Renamed DetectionResult to MultivariateDetectionResult.
  • Renamed DetectionStatus to MultivariateBatchDetectionStatus.
  • Renamed DetectionResultSummary to MultivariateBatchDetectionResultSummary.
  • Renamed FillNaMethod to FillNAMethod.
  • Renamed LastDetectionRequest to MultivariateLastDetectionOptions.
  • Renamed LastDetectionResult to MultivariateLastDetectionResult.
  • Replaced ModelSnapshot with AnomalyDetectionModel in list_multivariate_model.
  • Renamed train_multivariate_model_with_response to train_multivariate_model.
  • Renamed detect_anomaly_with_response to detect_multivariate_batch_anomaly.
  • Renamed get_detection_result to get_multivariate_batch_detection_result.
  • Renamed list_multivariate_model to list_multivariate_models.
  • Renamed last_detect_anomaly_with_response to detect_multivariate_last_anomaly.
  • Renamed DetectRequest to UnivariateDetectionOptions.
  • Renamed EntireDetectResponse to UnivariateEntireDetectionResult.
  • Renamed LastDetectResponse to UnivariateLastDetectionResult.
  • Renamed ChangePointDetectRequest to UnivariateChangePointDetectionOptions.
  • Renamed ChangePointDetectResponse to UnivariateChangePointDetectionResult.
  • Renamed detect_entire_series to detect_univariate_entire_series.
  • Renamed detect_last_point to detect_univariate_last_point.
  • Renamed detect_change_point to detect_univariate_change_point.
  • Removed AnomalyDetectorErrorException.
  • Removed export_model_with_response.
  • Removed changedvalue in the inference response body.
  • Removed detecting_points in the sync inference request body.

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