- 1.122.0 (latest)
- 1.121.0
- 1.120.0
- 1.119.0
- 1.118.0
- 1.117.0
- 1.95.1
- 1.94.0
- 1.93.1
- 1.92.0
- 1.91.0
- 1.90.0
- 1.89.0
- 1.88.0
- 1.87.0
- 1.86.0
- 1.85.0
- 1.84.0
- 1.83.0
- 1.82.0
- 1.81.0
- 1.80.0
- 1.79.0
- 1.78.0
- 1.77.0
- 1.76.0
- 1.75.0
- 1.74.0
- 1.73.0
- 1.72.0
- 1.71.1
- 1.70.0
- 1.69.0
- 1.68.0
- 1.67.1
- 1.66.0
- 1.65.0
- 1.63.0
- 1.62.0
- 1.60.0
- 1.59.0
AsyncEvals
(
api_client_
:
google
.
genai
.
_api_client
.
BaseApiClient
)
API documentation for AsyncEvals
class.
Methods
batch_evaluate
batch_evaluate
(
*
,
dataset
:
typing
.
Union
[
vertexai
.
_genai
.
types
.
EvaluationDataset
,
vertexai
.
_genai
.
types
.
EvaluationDatasetDict
,
],
metrics
:
list
[
typing
.
Union
[
vertexai
.
_genai
.
types
.
Metric
,
vertexai
.
_genai
.
types
.
MetricDict
]
],
dest
:
str
,
config
:
typing
.
Optional
[
typing
.
Union
[
vertexai
.
_genai
.
types
.
EvaluateDatasetConfig
,
vertexai
.
_genai
.
types
.
EvaluateDatasetConfigDict
,
]
]
=
None
)
-
> vertexai
.
_genai
.
types
.
EvaluateDatasetOperation
Evaluates a dataset based on a set of given metrics.
create_evaluation_run
create_evaluation_run
(
*
,
name
:
str
,
display_name
:
typing
.
Optional
[
str
]
=
None
,
data_source
:
vertexai
.
_genai
.
types
.
EvaluationRunDataSource
,
dest
:
str
,
config
:
typing
.
Optional
[
typing
.
Union
[
vertexai
.
_genai
.
types
.
CreateEvaluationRunConfig
,
vertexai
.
_genai
.
types
.
CreateEvaluationRunConfigDict
,
]
]
=
None
)
-
> vertexai
.
_genai
.
types
.
EvaluationRun
Creates an EvaluationRun.
evaluate_instances
evaluate_instances
(
*
,
metric_config
:
vertexai
.
_genai
.
types
.
_EvaluateInstancesRequestParameters
)
-
> vertexai
.
_genai
.
types
.
EvaluateInstancesResponse
Evaluates an instance of a model.
get_evaluation_run
get_evaluation_run
(
*
,
name
:
str
,
config
:
typing
.
Optional
[
typing
.
Union
[
vertexai
.
_genai
.
types
.
GetEvaluationRunConfig
,
vertexai
.
_genai
.
types
.
GetEvaluationRunConfigDict
,
]
]
=
None
)
-
> vertexai
.
_genai
.
types
.
EvaluationRun
Retrieves an EvaluationRun from the resource name.
