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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class GenerateSyntheticDataRequest.
Request message for DataFoundryService.GenerateSyntheticData.
Generated from protobuf message google.cloud.aiplatform.v1.GenerateSyntheticDataRequest
Namespace
Google \ Cloud \ AIPlatform \ V1Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ task_description |
TaskDescriptionStrategy
Generate data from a high-level task description. |
↳ location |
string
Required. The resource name of the Location to run the job. Format: |
↳ count |
int
Required. The number of synthetic examples to generate. For this stateless API, the count is limited to a small number. |
↳ output_field_specs |
array<OutputFieldSpec>
Required. The schema of the desired output, defined by a list of fields. |
↳ examples |
array<SyntheticExample>
Optional. A list of few-shot examples to guide the model's output style and format. |
getTaskDescription
Generate data from a high-level task description.
| Returns | |
|---|---|
| Type | Description |
TaskDescriptionStrategy|null |
|
hasTaskDescription
setTaskDescription
Generate data from a high-level task description.
| Parameter | |
|---|---|
| Name | Description |
var |
TaskDescriptionStrategy
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getLocation
Required. The resource name of the Location to run the job.
Format: projects/{project}/locations/{location}
| Returns | |
|---|---|
| Type | Description |
string |
|
setLocation
Required. The resource name of the Location to run the job.
Format: projects/{project}/locations/{location}
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getCount
Required. The number of synthetic examples to generate.
For this stateless API, the count is limited to a small number.
| Returns | |
|---|---|
| Type | Description |
int |
|
setCount
Required. The number of synthetic examples to generate.
For this stateless API, the count is limited to a small number.
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getOutputFieldSpecs
Required. The schema of the desired output, defined by a list of fields.
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Internal\RepeatedField |
|
setOutputFieldSpecs
Required. The schema of the desired output, defined by a list of fields.
| Parameter | |
|---|---|
| Name | Description |
var |
array<OutputFieldSpec>
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getExamples
Optional. A list of few-shot examples to guide the model's output style and format.
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Internal\RepeatedField |
|
setExamples
Optional. A list of few-shot examples to guide the model's output style and format.
| Parameter | |
|---|---|
| Name | Description |
var |
array<SyntheticExample>
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getStrategy
| Returns | |
|---|---|
| Type | Description |
string |
|