execution log contains all information about a current execution. It is the object returned by experiment() and run() methods on WizataDSAPIClient.

Attributes

Name	Type	Description
execution_id	uuid.UUID	technical id of the execution.
experiment	Experiment	experiment associated (read-only, use properties to get id/key).
pipeline	Pipeline	pipeline associated (read-only, use properties to get id/key).
twin	Twin	twin associated (read-only, use properties to get id/key).
template	Template	template associated (read-only, use properties to get id/key).
registration	TwinRegistration	registration associated (read-only).
edge_device_id	uuid.UUID	edge device identifier if executed on edge.
status	ExecutionStatus	execution status.
level	int	log level.
pipeline_image_id	uuid.UUID	pipeline image package used.
timestamp	int	timestamp of the execution log.
started_date	int	timestamp on which execution started.
queued_date	int	timestamp on which execution was queued.
waiting_time	int	duration of the waiting time in the queue.
execution_time	int	duration of the execution from started.
trigger_id	uuid.UUID	trigger id used if automatic run.
version	str	python version (major.minor) used on runners.
properties	dict	configuration, parameters and variables.
models	list	list of model outputs.
plots	list	list of plot outputs.
dataframes	list	list of dataframe outputs.
message	str	latest log message.
messages	list	all log messages.

Methods

from_dict()

create an ExecutionLog from a dictionary.

Name	Type	Default	Description
data	dict		dictionary representation.
return: ExecutionLog instance.

to_dict()

convert ExecutionLog to a dictionary.

return: dictionary representation.

get_experiment_id()

get experiment UUID from the log.

get_experiment_key()

get experiment key from the log.

get_pipeline_id()

get pipeline UUID from the log.

get_pipeline_key()

get pipeline key from the log.

get_twin_id()

get twin UUID from the log.

get_twin_key()

get twin hardware key from the log.

get_template_id()

get template UUID from the log.

get_template_key()

get template key from the log.

get_registration_id()

get registration UUID from the log.

get_labels()

get all labels (indexed fields) as a dictionary.

return: dictionary of label key/value pairs.

get_values()

get all values (metric fields) as a dictionary.

return: dictionary of value key/value pairs.