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[BindServiceMethod(typeof(PredictionService), "BindService")]
public abstract class PredictionService.PredictionServiceBase
Reference documentation and code samples for the Cloud AI Platform v1 API class PredictionService.PredictionServiceBase.
Base class for server-side implementations of PredictionService
Namespace
GoogleCloudGoogle.Cloud.AIPlatformV1Assembly
Google.Cloud.AIPlatform.V1.dll
Methods
Explain(ExplainRequest, ServerCallContext)
public virtual Task<ExplainResponse> Explain(ExplainRequest request, ServerCallContext context)
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 received from the client. |
context | ServerCallContext The context of the server-side call handler being invoked. |
Returns | |
---|---|
Type | Description |
TaskExplainResponse | The response to send back to the client (wrapped by a task). |
Predict(PredictRequest, ServerCallContext)
public virtual Task<PredictResponse> Predict(PredictRequest request, ServerCallContext context)
Perform an online prediction.
Parameters | |
---|---|
Name | Description |
request | PredictRequest The request received from the client. |
context | ServerCallContext The context of the server-side call handler being invoked. |
Returns | |
---|---|
Type | Description |
TaskPredictResponse | The response to send back to the client (wrapped by a task). |
RawPredict(RawPredictRequest, ServerCallContext)
public virtual Task<HttpBody> RawPredict(RawPredictRequest request, ServerCallContext context)
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 received from the client. |
context | ServerCallContext The context of the server-side call handler being invoked. |
Returns | |
---|---|
Type | Description |
TaskHttpBody | The response to send back to the client (wrapped by a task). |