Experiment(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Represents an experiment in an environment. Next ID: 13
Attributes | |
---|---|
Name | Description |
name |
str
The name of the experiment. Format: projects/ |
display_name |
str
Required. The human-readable name of the experiment (unique in an environment). Limit of 64 characters. |
description |
str
The human-readable description of the experiment. |
state |
The current state of the experiment. Transition triggered by Expriments.StartExperiment: PENDING->RUNNING. Transition triggered by Expriments.CancelExperiment: PENDING->CANCELLED or RUNNING->CANCELLED. |
definition |
The definition of the experiment. |
result |
Inference result of the experiment. |
create_time |
Creation time of this experiment. |
start_time |
Start time of this experiment. |
end_time |
End time of this experiment. |
last_update_time |
Last update time of this experiment. |
experiment_length |
Maximum number of days to run the experiment. |
variants_history |
Sequence[
The history of updates to the experiment variants. |
Classes
Definition
Definition(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Definition of the experiment. Next ID: 3
Result
Result(mapping=None, *, ignore_unknown_fields=False, **kwargs)
The inference result which includes an objective metric to optimize and the confidence interval.
State
State(value)
The state of the experiment.