VariableState Class

  • Reference

Variable Status.

Inheritance
azure.ai.anomalydetector._model_base.Model
VariableState

Constructor

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

Variables

Name Description
variable
str

Variable name in variable states.
filled_n_a_ratio
float

Proportion of missing values that need to be filled by fillNAMethod.
effective_count
int

Number of effective data points before applying fillNAMethod.
first_timestamp
datetime

First valid timestamp with value of input data.
last_timestamp
datetime

Last valid timestamp with value of input data.

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

effective_count

Number of effective data points before applying fillNAMethod.

effective_count: int | None

filled_n_a_ratio

Proportion of missing values that need to be filled by fillNAMethod.

filled_n_a_ratio: float | None

first_timestamp

First valid timestamp with value of input data.

first_timestamp: datetime | None

last_timestamp

Last valid timestamp with value of input data.

last_timestamp: datetime | None

variable

Variable name in variable states.

variable: str | None