AnomalyValue Class

Detailed information of the anomalous timestamp.

All required parameters must be populated in order to send to Azure.

Inheritance

azure.ai.anomalydetector._model_base.Model

AnomalyValue

Constructor

AnomalyValue(*args: Any, **kwargs: Any)

Variables

Name	Description
is_anomaly	bool True if an anomaly is detected at the current timestamp. Required.
severity	float Indicates the significance of the anomaly. The higher the severity, the more significant the anomaly is. Required.
score	float Raw anomaly score of severity, will help indicate the degree of abnormality as well. Required.
interpretation	list[AnomalyInterpretation] Interpretation of this anomalous timestamp.

Methods

clear
copy
get
items
keys
pop
popitem
setdefault
update
values

clear

clear() -> None

copy

copy()

get

get(key: str, default: Any = None) -> Any

Parameters

Name	Description
key Required
default	default value: None

items

items() -> ItemsView

keys

keys() -> KeysView

pop

pop(key: ~typing.Any, default: ~typing.Any = <object object>) -> Any

Parameters

Name	Description
key Required
default

popitem

popitem() -> Tuple[str, Any]

setdefault

setdefault(key: ~typing.Any, default: ~typing.Any = <object object>) -> Any

Parameters

Name	Description
key Required
default

update

update(*args: Any, **kwargs: Any) -> None

values

values() -> ValuesView

Attributes

interpretation

Interpretation of this anomalous timestamp.

interpretation: List[_models.AnomalyInterpretation] | None

is_anomaly

True if an anomaly is detected at the current timestamp. Required.

is_anomaly: bool

score

Raw anomaly score of severity, will help indicate the degree of abnormality as well. Required.

score: float

severity

Indicates the significance of the anomaly. The higher the severity, the more significant the anomaly is. Required.

severity: float