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.ModelAnomalyValue
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
Azure SDK for Python
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