Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class PredictionServiceClient.
Service Description: A service for online predictions and explanations.
This class is currently experimental and may be subject to changes.
Methods
endpointName
Formats a string containing the fully-qualified path to represent a endpoint resource.
| Parameters | |
|---|---|
| Name | Description |
project |
string
|
location |
string
|
endpoint |
string
|
| Returns | |
|---|---|
| Type | Description |
string | The formatted endpoint resource. |
projectLocationEndpointName
Formats a string containing the fully-qualified path to represent a project_location_endpoint resource.
| Parameters | |
|---|---|
| Name | Description |
project |
string
|
location |
string
|
endpoint |
string
|
| Returns | |
|---|---|
| Type | Description |
string | The formatted project_location_endpoint resource. |
projectLocationPublisherModelName
Formats a string containing the fully-qualified path to represent a project_location_publisher_model resource.
| Parameters | |
|---|---|
| Name | Description |
project |
string
|
location |
string
|
publisher |
string
|
model |
string
|
| Returns | |
|---|---|
| Type | Description |
string | The formatted project_location_publisher_model resource. |
parseName
Parses a formatted name string and returns an associative array of the components in the name.
The following name formats are supported: Template: Pattern
- endpoint: projects/{project}/locations/{location}/endpoints/{endpoint}
- projectLocationEndpoint: projects/{project}/locations/{location}/endpoints/{endpoint}
- projectLocationPublisherModel: projects/{project}/locations/{location}/publishers/{publisher}/models/{model}
The optional $template argument can be supplied to specify a particular pattern, and must match one of the templates listed above. If no $template argument is provided, or if the $template argument does not match one of the templates listed, then parseName will check each of the supported templates, and return the first match.
| Parameters | |
|---|---|
| Name | Description |
formattedName |
string
The formatted name string |
template |
string
Optional name of template to match |
| Returns | |
|---|---|
| Type | Description |
array | An associative array from name component IDs to component values. |
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
options |
array
Optional. Options for configuring the service API wrapper. |
↳ apiEndpoint |
string
The address of the API remote host. May optionally include the port, formatted as "
|
↳ credentials |
string|array|FetchAuthTokenInterface|CredentialsWrapper
The credentials to be used by the client to authorize API calls. This option accepts either a path to a credentials file, or a decoded credentials file as a PHP array. Advanced usage: In addition, this option can also accept a pre-constructed Google\Auth\FetchAuthTokenInterface object or Google\ApiCore\CredentialsWrapper object. Note that when one of these objects are provided, any settings in $credentialsConfig will be ignored. |
↳ credentialsConfig |
array
Options used to configure credentials, including auth token caching, for the client. For a full list of supporting configuration options, see Google\ApiCore\CredentialsWrapper::build() . |
↳ disableRetries |
bool
Determines whether or not retries defined by the client configuration should be disabled. Defaults to |
↳ clientConfig |
string|array
Client method configuration, including retry settings. This option can be either a path to a JSON file, or a PHP array containing the decoded JSON data. By default this settings points to the default client config file, which is provided in the resources folder. |
↳ transport |
string|TransportInterface
The transport used for executing network requests. May be either the string |
↳ transportConfig |
array
Configuration options that will be used to construct the transport. Options for each supported transport type should be passed in a key for that transport. For example: $transportConfig = [ 'grpc' => [...], 'rest' => [...], ]; See the Google\ApiCore\Transport\GrpcTransport::build() and Google\ApiCore\Transport\RestTransport::build() methods for the supported options. |
↳ clientCertSource |
callable
A callable which returns the client cert as a string. This can be used to provide a certificate and private key to the transport layer for mTLS. |
__call
Handles execution of the async variants for each documented method.
| Parameters | |
|---|---|
| Name | Description |
method |
mixed
|
args |
mixed
|
explain
Perform an online explanation.
If deployed_model_id is specified, the corresponding DeployModel must have explanation_spec populated. If deployed_model_id is not specified, all DeployedModels must have explanation_spec populated. Only deployed AutoML tabular Models have explanation_spec.
The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::explainAsync() .
| Parameters | |
|---|---|
| Name | Description |
request |
Google\Cloud\AIPlatform\V1\ExplainRequest
A request to house fields associated with the call. |
callOptions |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage. |
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\ExplainResponse | |
predict
Perform an online prediction.
The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::predictAsync() .
| Parameters | |
|---|---|
| Name | Description |
request |
Google\Cloud\AIPlatform\V1\PredictRequest
A request to house fields associated with the call. |
callOptions |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage. |
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\PredictResponse | |
rawPredict
Perform an online prediction with an arbitrary HTTP payload.
The response includes the following HTTP headers:
X-Vertex-AI-Endpoint-Id: ID of the Endpoint that served this prediction.X-Vertex-AI-Deployed-Model-Id: ID of the Endpoint's DeployedModel that served this prediction.
The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::rawPredictAsync() .
| Parameters | |
|---|---|
| Name | Description |
request |
Google\Cloud\AIPlatform\V1\RawPredictRequest
A request to house fields associated with the call. |
callOptions |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage. |
| Returns | |
|---|---|
| Type | Description |
Google\Api\HttpBody | |
getLocation
Gets information about a location.
The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::getLocationAsync() .
| Parameters | |
|---|---|
| Name | Description |
request |
Google\Cloud\Location\GetLocationRequest
A request to house fields associated with the call. |
callOptions |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage. |
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\Location\Location | |
listLocations
Lists information about the supported locations for this service.
The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::listLocationsAsync() .
| Parameters | |
|---|---|
| Name | Description |
request |
Google\Cloud\Location\ListLocationsRequest
A request to house fields associated with the call. |
callOptions |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage. |
| Returns | |
|---|---|
| Type | Description |
Google\ApiCore\PagedListResponse | |
getIamPolicy
Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.
The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::getIamPolicyAsync() .
| Parameters | |
|---|---|
| Name | Description |
request |
Google\Cloud\Iam\V1\GetIamPolicyRequest
A request to house fields associated with the call. |
callOptions |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage. |
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\Iam\V1\Policy | |
setIamPolicy
Sets the access control policy on the specified resource. Replaces any existing policy.
Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED
errors.
The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::setIamPolicyAsync() .
| Parameters | |
|---|---|
| Name | Description |
request |
Google\Cloud\Iam\V1\SetIamPolicyRequest
A request to house fields associated with the call. |
callOptions |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage. |
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\Iam\V1\Policy | |
testIamPermissions
Returns permissions that a caller has on the specified resource. If the
resource does not exist, this will return an empty set of
permissions, not a NOT_FOUND error.
Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.
The async variant is Google\Cloud\AIPlatform\V1\Client\BaseClient\self::testIamPermissionsAsync() .
| Parameters | |
|---|---|
| Name | Description |
request |
Google\Cloud\Iam\V1\TestIamPermissionsRequest
A request to house fields associated with the call. |
callOptions |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a Google\ApiCore\RetrySettings object, or an associative array of retry settings parameters. See the documentation on Google\ApiCore\RetrySettings for example usage. |
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\Iam\V1\TestIamPermissionsResponse | |