public sealed class PredictionServiceClientImpl : PredictionServiceClient
PredictionService client wrapper implementation, for convenient use.
Namespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Remarks
A service for online predictions and explanations.
Constructors
PredictionServiceClientImpl(PredictionService.PredictionServiceClient, PredictionServiceSettings)
public PredictionServiceClientImpl(PredictionService.PredictionServiceClient grpcClient, PredictionServiceSettings settings)
Constructs a client wrapper for the PredictionService service, with the specified gRPC client and settings.
Parameters | |
---|---|
Name | Description |
grpcClient | PredictionService.PredictionServiceClient The underlying gRPC client. |
settings | PredictionServiceSettings The base PredictionServiceSettings used within this client. |
Properties
GrpcClient
public override PredictionService.PredictionServiceClient GrpcClient { get; }
The underlying gRPC PredictionService client
Property Value | |
---|---|
Type | Description |
PredictionService.PredictionServiceClient |
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 |
Task<ExplainResponse> | 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 |
Task<PredictResponse> | 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 |
Task<HttpBody> | A Task containing the RPC response. |