DeepchecksModelVersionClient

class DeepchecksModelVersionClient

Client to interact with a given model version, including all functions to send data.

Parameters

model_version_idint

The id of the model version.

modeldict

The model

apicore.API

The instance of the API object

__init__(model_version_id: int, model: Dict[str, Any], api: API)

__new__(*args, **kwargs)

Attributes

DeepchecksModelVersionClient.api
DeepchecksModelVersionClient.model
DeepchecksModelVersionClient.model_version_id

Methods

DeepchecksModelVersionClient.get_production_data(...)	Get the production data on a specific window.
DeepchecksModelVersionClient.get_reference_data([...])	Get the reference data.
DeepchecksModelVersionClient.log_batch(...)	Log a batch of samples.
DeepchecksModelVersionClient.log_sample(...)	Add a data sample for the model version update queue.
DeepchecksModelVersionClient.send([...])	Send all the aggregated samples for upload or update.
DeepchecksModelVersionClient.time_window_statistics([...])	Get statistics on uploaded samples for the model version in a provided time window.
DeepchecksModelVersionClient.upload_reference(...)	Upload reference data.
DeepchecksModelVersionClient.validate([...])	Used in create version when the version already exists to verify it's matching the user passed properties.

previous

client

next

DeepchecksModelVersionClient.api