pdstools.infinity.resources.prediction_studio.async_base¶

Classes¶

`Metrics`	dict() -> new empty dictionary
`Stage`	dict() -> new empty dictionary
`Prediction`	Helper class that provides a standard way to create an ABC using
`Repository`	Helper class that provides a standard way to create an ABC using
`PredictionStudioBase`	Helper class that provides a standard way to create an ABC using

Module Contents¶

class Metrics¶

Bases: TypedDict

dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object’s

(key, value) pairs

dict(iterable) -> new dictionary initialized as if via:: d = {} for k, v in iterable:

d[k] = v
dict(**kwargs) -> new dictionary initialized with the name=value pairs: in the keyword argument list. For example: dict(one=1, two=2)

lift: float¶

performance: float¶

performanceMeasure: Literal['AUC']¶

class Stage¶

Bases: TypedDict

dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object’s

(key, value) pairs

dict(iterable) -> new dictionary initialized as if via:: d = {} for k, v in iterable:

d[k] = v
dict(**kwargs) -> new dictionary initialized with the name=value pairs: in the keyword argument list. For example: dict(one=1, two=2)

objective: str¶

responseTimeoutType: str¶

responseTimeoutValue: int¶

targetLabels: List[Dict[Literal['label'], str]]¶

alternateLabels: List[Dict[Literal['label'], str]]¶

class Prediction(client, *, predictionId: str, label: str, objective: str, status: str, lastUpdateTime: str, subject: str | None = None)¶

Bases: pdstools.infinity.internal._resource.AsyncAPIResource, abc.ABC

Helper class that provides a standard way to create an ABC using inheritance.

Parameters:

predictionId (str)
label (str)
objective (str)
status (str)
lastUpdateTime (str)
subject (Optional[str])

prediction_id¶

label¶

objective¶

subject = None¶

status¶

last_update_time¶

abstract get_metric(*, metric: Literal['Performance', 'Total_responses', 'Lift', 'Success_rate'], timeframe: Literal['7d', '4w', '3m', '6m'])¶