DeepchecksModelClient

class DeepchecksModelClient

Client to interact with a model in monitoring. Created via the DeepchecksClient’s get_or_create_model function.

Parameters

modelDict[str, Any]

Name of the model.

apideepchecks_client.core.api.API

The instance of the API object

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

__new__(*args, **kwargs)

Methods

DeepchecksModelClient.add_alert_rule(...[, ...])	Create a new alert rule for provided model based on selected check.
DeepchecksModelClient.add_alert_rule_on_existing_monitor(...)	Create an alert based on an existing monitor.
DeepchecksModelClient.add_alert_webhook(...)	Create an alert webhook.
DeepchecksModelClient.add_checks(checks[, ...])	Add new checks for the model and returns their checks' id.
DeepchecksModelClient.add_monitor(...[, ...])	Create a new monitor to be displayed in the dashboard.
DeepchecksModelClient.add_notes(notes)	Add notes to the model.
DeepchecksModelClient.add_pager_duty_alert_webhook(...)	Create a PagerDuty alert webhook.
DeepchecksModelClient.create_from_id(...)	Request model instance by ID and create a model client from it.
DeepchecksModelClient.create_from_name(...)	Request model instance by name and create a model client from it.
DeepchecksModelClient.delete_checks(names)	Delete checks by name.
DeepchecksModelClient.delete_note(note_id)	Delete note.
DeepchecksModelClient.get_checks()	Return dictionary of check instances.
DeepchecksModelClient.get_notes()	Retrieve list of model notes.
DeepchecksModelClient.get_versions()	Return the existing model versions.
DeepchecksModelClient.log_batch_labels(...)	Update samples labels.
DeepchecksModelClient.log_label(sample_id, label)	Update an existing sample.
DeepchecksModelClient.send([samples_per_send])	Send all the aggregated samples for upload or update.
DeepchecksModelClient.set_schedule_time(...)	Set new scheduling time for all monitors of a model.
DeepchecksModelClient.version(*args, **kwargs)	Get or create a new model version.

previous

DeepchecksModelVersionClient.validate

next

DeepchecksModelClient.add_alert_rule