Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class Examples.
Example-based explainability that returns the nearest neighbors from the provided dataset.
Generated from protobuf message google.cloud.aiplatform.v1.Examples
Namespace
Google \ Cloud \ AIPlatform \ V1Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ example_gcs_source |
Examples\ExampleGcsSource
The Cloud Storage input instances. |
↳ nearest_neighbor_search_config |
Google\Protobuf\Value
The full configuration for the generated index, the semantics are the same as metadata and should match NearestNeighborSearchConfig. |
↳ presets |
Presets
Simplified preset configuration, which automatically sets configuration values based on the desired query speed-precision trade-off and modality. |
↳ neighbor_count |
int
The number of neighbors to return when querying for examples. |
getExampleGcsSource
The Cloud Storage input instances.
| Returns | |
|---|---|
| Type | Description |
Examples\ExampleGcsSource|null |
|
hasExampleGcsSource
setExampleGcsSource
The Cloud Storage input instances.
| Parameter | |
|---|---|
| Name | Description |
var |
Examples\ExampleGcsSource
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getNearestNeighborSearchConfig
The full configuration for the generated index, the semantics are the same as metadata and should match NearestNeighborSearchConfig.
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Value|null |
|
hasNearestNeighborSearchConfig
setNearestNeighborSearchConfig
The full configuration for the generated index, the semantics are the same as metadata and should match NearestNeighborSearchConfig.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Protobuf\Value
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getPresets
Simplified preset configuration, which automatically sets configuration values based on the desired query speed-precision trade-off and modality.
| Returns | |
|---|---|
| Type | Description |
Presets|null |
|
hasPresets
setPresets
Simplified preset configuration, which automatically sets configuration values based on the desired query speed-precision trade-off and modality.
| Parameter | |
|---|---|
| Name | Description |
var |
Presets
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getNeighborCount
The number of neighbors to return when querying for examples.
| Returns | |
|---|---|
| Type | Description |
int |
|
setNeighborCount
The number of neighbors to return when querying for examples.
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getSource
| Returns | |
|---|---|
| Type | Description |
string |
|
getConfig
| Returns | |
|---|---|
| Type | Description |
string |
|