- 3.10.0 (latest)
- 3.9.0
- 3.8.0
- 3.7.0
- 3.6.0
- 3.5.0
- 3.4.0
- 3.3.0
- 3.2.0
- 3.1.0
- 3.0.0
- 2.28.0
- 2.27.0
- 2.26.0
- 2.25.0
- 2.24.0
- 2.23.0
- 2.22.0
- 2.21.0
- 2.20.0
- 2.19.0
- 2.18.0
- 2.17.0
- 2.16.0
- 2.15.0
- 2.14.0
- 2.13.0
- 2.12.0
- 2.11.0
- 2.10.0
- 2.9.0
- 2.8.0
- 2.7.0
- 2.6.0
- 2.5.0
- 2.4.0
- 2.3.0
- 2.2.0
- 2.1.0
- 2.0.0
- 1.8.0
- 1.7.0
- 1.6.0
- 1.5.0
- 1.4.0
- 1.3.0
- 1.2.0
- 1.1.0
- 1.0.0
public class PredictionService.PredictionServiceClient : ClientBase<PredictionService.PredictionServiceClient>
Reference documentation and code samples for the Cloud AI Platform v1 API class PredictionService.PredictionServiceClient.
Client for PredictionService
Inheritance
object > ClientBase > ClientBasePredictionServicePredictionServiceClient > PredictionService.PredictionServiceClientNamespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Constructors
PredictionServiceClient()
protected PredictionServiceClient()
Protected parameterless constructor to allow creation of test doubles.
PredictionServiceClient(CallInvoker)
public PredictionServiceClient(CallInvoker callInvoker)
Creates a new client for PredictionService that uses a custom CallInvoker
.
Parameter | |
---|---|
Name | Description |
callInvoker | CallInvoker The callInvoker to use to make remote calls. |
PredictionServiceClient(ChannelBase)
public PredictionServiceClient(ChannelBase channel)
Creates a new client for PredictionService
Parameter | |
---|---|
Name | Description |
channel | ChannelBase The channel to use to make remote calls. |
PredictionServiceClient(ClientBaseConfiguration)
protected PredictionServiceClient(ClientBase.ClientBaseConfiguration configuration)
Protected constructor to allow creation of configured clients.
Parameter | |
---|---|
Name | Description |
configuration | ClientBaseClientBaseConfiguration The client configuration. |
Methods
CreateIAMPolicyClient()
public virtual IAMPolicy.IAMPolicyClient CreateIAMPolicyClient()
Creates a new instance of IAMPolicy.IAMPolicyClient using the same call invoker as this client.
Returns | |
---|---|
Type | Description |
IAMPolicyIAMPolicyClient | A new IAMPolicy.IAMPolicyClient for the same target as this client. |
CreateLocationsClient()
public virtual Locations.LocationsClient CreateLocationsClient()
Creates a new instance of Locations.LocationsClient using the same call invoker as this client.
Returns | |
---|---|
Type | Description |
LocationsLocationsClient | A new Locations.LocationsClient for the same target as this client. |
Explain(ExplainRequest, CallOptions)
public virtual ExplainResponse Explain(ExplainRequest request, CallOptions options)
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.
Parameters | |
---|---|
Name | Description |
request | ExplainRequest The request to send to the server. |
options | CallOptions The options for the call. |
Returns | |
---|---|
Type | Description |
ExplainResponse | The response received from the server. |
Explain(ExplainRequest, Metadata, DateTime?, CancellationToken)
public virtual ExplainResponse Explain(ExplainRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)
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.
Parameters | |
---|---|
Name | Description |
request | ExplainRequest The request to send to the server. |
headers | Metadata The initial metadata to send with the call. This parameter is optional. |
deadline | DateTime An optional deadline for the call. The call will be cancelled if deadline is hit. |
cancellationToken | CancellationToken An optional token for canceling the call. |
Returns | |
---|---|
Type | Description |
ExplainResponse | The response received from the server. |
ExplainAsync(ExplainRequest, CallOptions)
public virtual AsyncUnaryCall<ExplainResponse> ExplainAsync(ExplainRequest request, CallOptions options)
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.
Parameters | |
---|---|
Name | Description |
request | ExplainRequest The request to send to the server. |
options | CallOptions The options for the call. |
Returns | |
---|---|
Type | Description |
AsyncUnaryCallExplainResponse | The call object. |
ExplainAsync(ExplainRequest, Metadata, DateTime?, CancellationToken)
public virtual AsyncUnaryCall<ExplainResponse> ExplainAsync(ExplainRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)
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.
Parameters | |
---|---|
Name | Description |
request | ExplainRequest The request to send to the server. |
headers | Metadata The initial metadata to send with the call. This parameter is optional. |
deadline | DateTime An optional deadline for the call. The call will be cancelled if deadline is hit. |
cancellationToken | CancellationToken An optional token for canceling the call. |
Returns | |
---|---|
Type | Description |
AsyncUnaryCallExplainResponse | The call object. |
NewInstance(ClientBaseConfiguration)
protected override PredictionService.PredictionServiceClient NewInstance(ClientBase.ClientBaseConfiguration configuration)
Creates a new instance of client from given ClientBaseConfiguration
.
Parameter | |
---|---|
Name | Description |
configuration | ClientBaseClientBaseConfiguration |
Returns | |
---|---|
Type | Description |
PredictionServicePredictionServiceClient |
Predict(PredictRequest, CallOptions)
public virtual PredictResponse Predict(PredictRequest request, CallOptions options)
Perform an online prediction.
Parameters | |
---|---|
Name | Description |
request | PredictRequest The request to send to the server. |
options | CallOptions The options for the call. |
Returns | |
---|---|
Type | Description |
PredictResponse | The response received from the server. |
Predict(PredictRequest, Metadata, DateTime?, CancellationToken)
public virtual PredictResponse Predict(PredictRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)
Perform an online prediction.
Parameters | |
---|---|
Name | Description |
request | PredictRequest The request to send to the server. |
headers | Metadata The initial metadata to send with the call. This parameter is optional. |
deadline | DateTime An optional deadline for the call. The call will be cancelled if deadline is hit. |
cancellationToken | CancellationToken An optional token for canceling the call. |
Returns | |
---|---|
Type | Description |
PredictResponse | The response received from the server. |
PredictAsync(PredictRequest, CallOptions)
public virtual AsyncUnaryCall<PredictResponse> PredictAsync(PredictRequest request, CallOptions options)
Perform an online prediction.
Parameters | |
---|---|
Name | Description |
request | PredictRequest The request to send to the server. |
options | CallOptions The options for the call. |
Returns | |
---|---|
Type | Description |
AsyncUnaryCallPredictResponse | The call object. |
PredictAsync(PredictRequest, Metadata, DateTime?, CancellationToken)
public virtual AsyncUnaryCall<PredictResponse> PredictAsync(PredictRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)
Perform an online prediction.
Parameters | |
---|---|
Name | Description |
request | PredictRequest The request to send to the server. |
headers | Metadata The initial metadata to send with the call. This parameter is optional. |
deadline | DateTime An optional deadline for the call. The call will be cancelled if deadline is hit. |
cancellationToken | CancellationToken An optional token for canceling the call. |
Returns | |
---|---|
Type | Description |
AsyncUnaryCallPredictResponse | The call object. |
RawPredict(RawPredictRequest, CallOptions)
public virtual HttpBody RawPredict(RawPredictRequest request, CallOptions options)
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 to send to the server. |
options | CallOptions The options for the call. |
Returns | |
---|---|
Type | Description |
HttpBody | The response received from the server. |
RawPredict(RawPredictRequest, Metadata, DateTime?, CancellationToken)
public virtual HttpBody RawPredict(RawPredictRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)
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 to send to the server. |
headers | Metadata The initial metadata to send with the call. This parameter is optional. |
deadline | DateTime An optional deadline for the call. The call will be cancelled if deadline is hit. |
cancellationToken | CancellationToken An optional token for canceling the call. |
Returns | |
---|---|
Type | Description |
HttpBody | The response received from the server. |
RawPredictAsync(RawPredictRequest, CallOptions)
public virtual AsyncUnaryCall<HttpBody> RawPredictAsync(RawPredictRequest request, CallOptions options)
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 to send to the server. |
options | CallOptions The options for the call. |
Returns | |
---|---|
Type | Description |
AsyncUnaryCallHttpBody | The call object. |
RawPredictAsync(RawPredictRequest, Metadata, DateTime?, CancellationToken)
public virtual AsyncUnaryCall<HttpBody> RawPredictAsync(RawPredictRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)
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 to send to the server. |
headers | Metadata The initial metadata to send with the call. This parameter is optional. |
deadline | DateTime An optional deadline for the call. The call will be cancelled if deadline is hit. |
cancellationToken | CancellationToken An optional token for canceling the call. |
Returns | |
---|---|
Type | Description |
AsyncUnaryCallHttpBody | The call object. |
ServerStreamingPredict(StreamingPredictRequest, CallOptions)
public virtual AsyncServerStreamingCall<StreamingPredictResponse> ServerStreamingPredict(StreamingPredictRequest request, CallOptions options)
Perform a server-side streaming online prediction request for Vertex LLM streaming.
Parameters | |
---|---|
Name | Description |
request | StreamingPredictRequest The request to send to the server. |
options | CallOptions The options for the call. |
Returns | |
---|---|
Type | Description |
AsyncServerStreamingCallStreamingPredictResponse | The call object. |
ServerStreamingPredict(StreamingPredictRequest, Metadata, DateTime?, CancellationToken)
public virtual AsyncServerStreamingCall<StreamingPredictResponse> ServerStreamingPredict(StreamingPredictRequest request, Metadata headers = null, DateTime? deadline = null, CancellationToken cancellationToken = default)
Perform a server-side streaming online prediction request for Vertex LLM streaming.
Parameters | |
---|---|
Name | Description |
request | StreamingPredictRequest The request to send to the server. |
headers | Metadata The initial metadata to send with the call. This parameter is optional. |
deadline | DateTime An optional deadline for the call. The call will be cancelled if deadline is hit. |
cancellationToken | CancellationToken An optional token for canceling the call. |
Returns | |
---|---|
Type | Description |
AsyncServerStreamingCallStreamingPredictResponse | The call object. |