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public sealed class PredictionServiceClientImpl : PredictionServiceClientReference documentation and code samples for the Cloud AI Platform v1 API class PredictionServiceClientImpl.
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, 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 | PredictionService.PredictionServiceClientThe underlying gRPC client. |
settings | PredictionServiceSettingsThe base PredictionServiceSettings used within this client. |
logger | ILoggerOptional ILogger to use within this client. |
Properties
GrpcClient
public override PredictionService.PredictionServiceClient GrpcClient { get; }The underlying gRPC PredictionService client
| Property Value | |
|---|---|
| Type | Description |
PredictionService.PredictionServiceClient | |
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 | ExplainRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf 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 | ExplainRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf 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 | PredictRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf 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 | PredictRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf 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 | RawPredictRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf 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 | RawPredictRequestThe request object containing all of the parameters for the API call. |
callSettings | CallSettingsIf not null, applies overrides to this RPC call. |
| Returns | |
|---|---|
| Type | Description |
Task<HttpBody> | A Task containing the RPC response. |