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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

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

severity

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

score

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

interpretation

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