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Experiment(mapping=None, *, ignore_unknown_fields=False, **kwargs)Represents an experiment in an environment.
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 |
google.cloud.dialogflowcx_v3beta1.types.Experiment.State
The current state of the experiment. Transition triggered by Experiments.StartExperiment: DRAFT->RUNNING. Transition triggered by Experiments.CancelExperiment: DRAFT->DONE or RUNNING->DONE. |
definition |
google.cloud.dialogflowcx_v3beta1.types.Experiment.Definition
The definition of the experiment. |
rollout_config |
google.cloud.dialogflowcx_v3beta1.types.RolloutConfig
The configuration for auto rollout. If set, there should be exactly two variants in the experiment (control variant being the default version of the flow), the traffic allocation for the non-control variant will gradually increase to 100% when conditions are met, and eventually replace the control variant to become the default version of the flow. |
rollout_state |
google.cloud.dialogflowcx_v3beta1.types.RolloutState
State of the auto rollout process. |
rollout_failure_reason |
str
The reason why rollout has failed. Should only be set when state is ROLLOUT_FAILED. |
result |
google.cloud.dialogflowcx_v3beta1.types.Experiment.Result
Inference result of the experiment. |
create_time |
google.protobuf.timestamp_pb2.Timestamp
Creation time of this experiment. |
start_time |
google.protobuf.timestamp_pb2.Timestamp
Start time of this experiment. |
end_time |
google.protobuf.timestamp_pb2.Timestamp
End time of this experiment. |
last_update_time |
google.protobuf.timestamp_pb2.Timestamp
Last update time of this experiment. |
experiment_length |
google.protobuf.duration_pb2.Duration
Maximum number of days to run the experiment. If auto-rollout is not enabled, default value and maximum will be 30 days. If auto-rollout is enabled, default value and maximum will be 6 days. |
variants_history |
MutableSequence[google.cloud.dialogflowcx_v3beta1.types.VariantsHistory]
The history of updates to the experiment variants. |
Classes
Definition
Definition(mapping=None, *, ignore_unknown_fields=False, **kwargs)Definition of the experiment.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
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.
Values: STATE_UNSPECIFIED (0): State unspecified. DRAFT (1): The experiment is created but not started yet. RUNNING (2): The experiment is running. DONE (3): The experiment is done. ROLLOUT_FAILED (4): The experiment with auto-rollout enabled has failed.