DeepchecksModelVersionClient.log_sample#
- DeepchecksModelVersionClient.log_sample(values: Dict[str, Any], sample_id: str, prediction: Union[str, float], timestamp: Optional[Union[datetime, int, str]] = None, prediction_proba: Optional[Sequence[float]] = None)#
Add a data sample for the model version update queue. Requires a call to send() to upload.
- Parameters
- valuesDict[str, Any]
All features of the sample and optional additional_data
- sample_idstr
Universal id for the sample. Used to retrieve and update the sample.
- timestampUnion[datetime, int, str, None], default None
- Can be one of:
int: Unix timestamp
str: timestamp in ISO8601 format
datetime: If no timezone info is provided on the datetime assumes local timezone.
None: will use current time
- prediction_probaOptional[Sequence[float]] , default None
Prediction value if exists
- predictionUnion[str, float]
Prediction label if exists