DeepchecksModelVersionClient.get_production_data#
- DeepchecksModelVersionClient.get_production_data(start_time: Union[datetime, str, int], end_time: Union[datetime, str, int], rows_count: int = 10000, filters: List[DataFilter] = None) DataFrame#
Get the production data on a specific window.
- Parameters
- start_timet.Union[datetime, str, int]
- The start time timestamp.
int: Unix timestamp
str: timestamp in ISO8601 format
datetime: If no timezone info is provided on the datetime assumes local timezone.
- end_timet.Union[datetime, str, int]
- The end time timestamp.
int: Unix timestamp
str: timestamp in ISO8601 format
datetime: If no timezone info is provided on the datetime assumes local timezone.
- rows_countint, optional
The number of rows to return (random sampling will be used).
- filterst.List[DataFilter], optional
Data filters to apply. Used in order to received a segment of the data based on selected properties. Required format for filters and possible operators are detailed under the respected objects which can be found at: from deepchecks_client import DataFilter, OperatorsEnum
- Returns
- ‘pandas’.DataFrame
The production data.