public sealed class PredictionServiceClientImpl : PredictionServiceClient
Reference documentation and code samples for the Cloud AI Platform v1 API class PredictionServiceClientImpl.
PredictionService client wrapper implementation, for convenient use.
Namespace
GoogleCloudGoogle.Cloud.AIPlatformV1Assembly
Google.Cloud.AIPlatform.V1.dll
Remarks
A service for online predictions and explanations.
Constructors
PredictionServiceClientImpl(PredictionServiceClient, PredictionServiceSettings, ILogger)
public PredictionServiceClientImpl(PredictionService.PredictionServiceClient grpcClient, PredictionServiceSettings settings, ILogger logger)
Constructs a client wrapper for the PredictionService service, with the specified gRPC client and settings.
Parameters | |
---|---|
Name | Description |
grpcClient | PredictionServicePredictionServiceClient The underlying gRPC client. |
settings | PredictionServiceSettings The base PredictionServiceSettings used within this client. |
logger | ILogger Optional ILogger to use within this client. |
Properties
GrpcClient
public override PredictionService.PredictionServiceClient GrpcClient { get; }
The underlying gRPC PredictionService client
Property Value | |
---|---|
Type | Description |
PredictionServicePredictionServiceClient |
IAMPolicyClient
public override IAMPolicyClient IAMPolicyClient { get; }
The IAMPolicyClient associated with this client.
Property Value | |
---|---|
Type | Description |
IAMPolicyClient |
LocationsClient
public override LocationsClient LocationsClient { get; }
The LocationsClient associated with this client.
Property Value | |
---|---|
Type | Description |
LocationsClient |
Methods
Explain(ExplainRequest, CallSettings)
public override ExplainResponse Explain(ExplainRequest request, CallSettings callSettings = null)
Perform an online explanation.
If [deployed_model_id][google.cloud.aiplatform.v1.ExplainRequest.deployed_model_id] is specified, the corresponding DeployModel must have [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] populated. If [deployed_model_id][google.cloud.aiplatform.v1.ExplainRequest.deployed_model_id] is not specified, all DeployedModels must have [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] populated. Only deployed AutoML tabular Models have explanation_spec.
Parameters | |
---|---|
Name | Description |
request | ExplainRequest The request object containing all of the parameters for the API call. |
callSettings | CallSettings If not null, applies overrides to this RPC call. |
Returns | |
---|---|
Type | Description |
ExplainResponse | The RPC response. |
ExplainAsync(ExplainRequest, CallSettings)
public override Task<ExplainResponse> ExplainAsync(ExplainRequest request, CallSettings callSettings = null)
Perform an online explanation.
If [deployed_model_id][google.cloud.aiplatform.v1.ExplainRequest.deployed_model_id] is specified, the corresponding DeployModel must have [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] populated. If [deployed_model_id][google.cloud.aiplatform.v1.ExplainRequest.deployed_model_id] is not specified, all DeployedModels must have [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] populated. Only deployed AutoML tabular Models have explanation_spec.
Parameters | |
---|---|
Name | Description |
request | ExplainRequest The request object containing all of the parameters for the API call. |
callSettings | CallSettings If not null, applies overrides to this RPC call. |
Returns | |
---|---|
Type | Description |
TaskExplainResponse | A Task containing the RPC response. |
Predict(PredictRequest, CallSettings)
public override PredictResponse Predict(PredictRequest request, CallSettings callSettings = null)
Perform an online prediction.
Parameters | |
---|---|
Name | Description |
request | PredictRequest The request object containing all of the parameters for the API call. |
callSettings | CallSettings If not null, applies overrides to this RPC call. |
Returns | |
---|---|
Type | Description |
PredictResponse | The RPC response. |
PredictAsync(PredictRequest, CallSettings)
public override Task<PredictResponse> PredictAsync(PredictRequest request, CallSettings callSettings = null)
Perform an online prediction.
Parameters | |
---|---|
Name | Description |
request | PredictRequest The request object containing all of the parameters for the API call. |
callSettings | CallSettings If not null, applies overrides to this RPC call. |
Returns | |
---|---|
Type | Description |
TaskPredictResponse | A Task containing the RPC response. |
RawPredict(RawPredictRequest, CallSettings)
public override HttpBody RawPredict(RawPredictRequest request, CallSettings callSettings = null)
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][google.cloud.aiplatform.v1.Endpoint] that served this prediction.X-Vertex-AI-Deployed-Model-Id
: ID of the Endpoint's [DeployedModel][google.cloud.aiplatform.v1.DeployedModel] that served this prediction.
Parameters | |
---|---|
Name | Description |
request | RawPredictRequest The request object containing all of the parameters for the API call. |
callSettings | CallSettings If not null, applies overrides to this RPC call. |
Returns | |
---|---|
Type | Description |
HttpBody | The RPC response. |
RawPredictAsync(RawPredictRequest, CallSettings)
public override Task<HttpBody> RawPredictAsync(RawPredictRequest request, CallSettings callSettings = null)
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][google.cloud.aiplatform.v1.Endpoint] that served this prediction.X-Vertex-AI-Deployed-Model-Id
: ID of the Endpoint's [DeployedModel][google.cloud.aiplatform.v1.DeployedModel] that served this prediction.
Parameters | |
---|---|
Name | Description |
request | RawPredictRequest The request object containing all of the parameters for the API call. |
callSettings | CallSettings If not null, applies overrides to this RPC call. |
Returns | |
---|---|
Type | Description |
TaskHttpBody | A Task containing the RPC response. |