Class Experiment (0.3.0)

Version 0.3.0

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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	.gcdc_experiment.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	.gcdc_experiment.Experiment.Definition The definition of the experiment.
result	.gcdc_experiment.Experiment.Result Inference result of the experiment.
create_time	.timestamp.Timestamp Creation time of this experiment.
start_time	.timestamp.Timestamp Start time of this experiment.
end_time	.timestamp.Timestamp End time of this experiment.
last_update_time	.timestamp.Timestamp Last update time of this experiment.
experiment_length	.duration.Duration Maximum number of days to run the experiment.
variants_history	Sequence[.gcdc_experiment.VariantsHistory] 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.