Microsoft Azure SDK for Python

This is the Microsoft Azure Cognitive Services Anomaly Detector Client Library. This package has been tested with Python 2.7, 3.5, 3.6, 3.7 and 3.8.

For a more complete set of Azure libraries, see the azure sdk python release.

Usage

For code examples, see Cognitive Services Anomaly Detector on docs.microsoft.com.

Provide Feedback

If you encounter any bugs or have suggestions, please file an issue in the Issues section of the project.

Release History

3.0.0b5 (2022-01-23)

• Fix release issues

3.0.0b4 (2022-01-18)

Features

• Introduced the new API: AnomalyDetectorClientOperationsMixin.last_detect_anomaly.
• Added 2 new optional properties: impute_mode & impute_fixed_value to DetectRequest object.
• Added 1 new optional property: severity to the EntireDetectResponse & LastDetectResponse objects.
• Removed the optional property errors from the VariableState object.
• Refactored the optional property contributors to interpretation from the AnomalyValue object.
• Modified the FillNAMethod object into an extensible enum.

3.0.0b3 (2021-04-16)

Features

• Added operation AnomalyDetectorClientOperationsMixin.list_multivariate_model
• Added operation AnomalyDetectorClientOperationsMixin.train_multivariate_model
• Added operation AnomalyDetectorClientOperationsMixin.detect_anomaly
• Added operation AnomalyDetectorClientOperationsMixin.get_detection_result
• Added operation AnomalyDetectorClientOperationsMixin.get_multivariate_model
• Added operation AnomalyDetectorClientOperationsMixin.export_model
• Added operation AnomalyDetectorClientOperationsMixin.delete_multivariate_model

3.0.0b2 (2020-08-27)

Bug Fixes

• Fixed an issue with ChangePointDetect

Breaking Changes

• Renamed entire_detect to detect_entire_series
• Renamed APIError to AnomalyDetectorError
• Renamed Request to DetectRequest
• Renamed last_detect to detect_last_point
• Renamed change_point_detect to detect_change_point
• Renamed Granularity to TimeGranularity
• Renamed minutely and secondly to per_minute and per_second
• Renamed Point to TimeSeriesPoint

3.0.0b1 (2020-08-17)

• Initial Release