/// <summary>Snippet for BatchPredict</summary>
public void BatchPredict()
{
// Snippet: BatchPredict(ModelName,BatchPredictInputConfig,BatchPredictOutputConfig,IDictionary<string, string>,CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
ModelName name = new ModelName("[PROJECT]", "[LOCATION]", "[MODEL]");
BatchPredictInputConfig inputConfig = new BatchPredictInputConfig();
BatchPredictOutputConfig outputConfig = new BatchPredictOutputConfig();
IDictionary <string, string> @params = new Dictionary <string, string>();
// Make the request
Operation <BatchPredictResult, OperationMetadata> response =
predictionServiceClient.BatchPredict(name, inputConfig, outputConfig, @params);
// Poll until the returned long-running operation is complete
Operation <BatchPredictResult, OperationMetadata> completedResponse =
response.PollUntilCompleted();
// Retrieve the operation result
BatchPredictResult result = completedResponse.Result;
// Or get the name of the operation
string operationName = response.Name;
// This name can be stored, then the long-running operation retrieved later by name
Operation <BatchPredictResult, OperationMetadata> retrievedResponse =
predictionServiceClient.PollOnceBatchPredict(operationName);
// Check if the retrieved long-running operation has completed
if (retrievedResponse.IsCompleted)
{
// If it has completed, then access the result
BatchPredictResult retrievedResult = retrievedResponse.Result;
}
// End snippet
}
/// <summary>Snippet for BatchPredictAsync</summary>
/// <remarks>
/// This snippet has been automatically generated for illustrative purposes only.
/// It may require modifications to work in your environment.
/// </remarks>
public async Task BatchPredictResourceNamesAsync()
{
// Create client
PredictionServiceClient predictionServiceClient = await PredictionServiceClient.CreateAsync();
// Initialize request argument(s)
ModelName name = ModelName.FromProjectLocationModel("[PROJECT]", "[LOCATION]", "[MODEL]");
BatchPredictInputConfig inputConfig = new BatchPredictInputConfig();
BatchPredictOutputConfig outputConfig = new BatchPredictOutputConfig();
IDictionary <string, string> @params = new Dictionary <string, string> {
{ "", "" },
};
// Make the request
Operation <BatchPredictResult, OperationMetadata> response = await predictionServiceClient.BatchPredictAsync(name, inputConfig, outputConfig, @params);
// Poll until the returned long-running operation is complete
Operation <BatchPredictResult, OperationMetadata> completedResponse = await response.PollUntilCompletedAsync();
// Retrieve the operation result
BatchPredictResult result = completedResponse.Result;
// Or get the name of the operation
string operationName = response.Name;
// This name can be stored, then the long-running operation retrieved later by name
Operation <BatchPredictResult, OperationMetadata> retrievedResponse = await predictionServiceClient.PollOnceBatchPredictAsync(operationName);
// Check if the retrieved long-running operation has completed
if (retrievedResponse.IsCompleted)
{
// If it has completed, then access the result
BatchPredictResult retrievedResult = retrievedResponse.Result;
}
}
public async Task Start(string host, string model, string labels, float limit = 0, string certificate = null)
{
_host = host;
_model = model;
Limit = limit;
if (!string.IsNullOrEmpty(labels))
{
_labels = ReadLabels(labels);
}
if (!string.IsNullOrEmpty(host))
{
try
{
ChannelCredentials channelCredentials =
certificate == default ? ChannelCredentials.Insecure : new SslCredentials(certificate);
_channel = new Channel(host, channelCredentials);
DateTime deadline = DateTime.Now.AddSeconds(5).ToUniversalTime();
await _channel.ConnectAsync(deadline).ConfigureAwait(false);
_client = new PredictionServiceClient(_channel);
}
catch (Exception ex)
{
string message = $"{ex.Message} ({ex.GetType()})";
Messenger.Default.Send(new NotificationMessage(message));
Log.Error(ex, message);
_client = null;
}
}
}
/// <summary>Snippet for BatchPredict</summary>
/// <remarks>
/// This snippet has been automatically generated for illustrative purposes only.
/// It may require modifications to work in your environment.
/// </remarks>
public void BatchPredict()
{
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
string name = "projects/[PROJECT]/locations/[LOCATION]/models/[MODEL]";
BatchPredictInputConfig inputConfig = new BatchPredictInputConfig();
BatchPredictOutputConfig outputConfig = new BatchPredictOutputConfig();
IDictionary <string, string> @params = new Dictionary <string, string> {
{ "", "" },
};
// Make the request
Operation <BatchPredictResult, OperationMetadata> response = predictionServiceClient.BatchPredict(name, inputConfig, outputConfig, @params);
// Poll until the returned long-running operation is complete
Operation <BatchPredictResult, OperationMetadata> completedResponse = response.PollUntilCompleted();
// Retrieve the operation result
BatchPredictResult result = completedResponse.Result;
// Or get the name of the operation
string operationName = response.Name;
// This name can be stored, then the long-running operation retrieved later by name
Operation <BatchPredictResult, OperationMetadata> retrievedResponse = predictionServiceClient.PollOnceBatchPredict(operationName);
// Check if the retrieved long-running operation has completed
if (retrievedResponse.IsCompleted)
{
// If it has completed, then access the result
BatchPredictResult retrievedResult = retrievedResponse.Result;
}
}
/*public async Task<PredictionResponse> Predict(PredictionRequest predictionRequest)
* {
* if (predictionRequest?.Items == null || !predictionRequest.Items.Any())
* {
* throw new ArgumentException("The request is not correct.", nameof(predictionRequest));
* }
*
* if (this.serviceConfiguration.PredictionProviderType == PredictionProviderType.ClientExecutable)
* {
* this.ValidatePredictionExecubablePath();
* }
*
* var guid = Guid.NewGuid().ToString();
* this.logger.Info($"Generating prediction request guid '{guid}'");
*
* this.logger.Info("Inserting requests");
* await this.InsertRequests(predictionRequest, guid);
*
* if (this.serviceConfiguration.PredictionProviderType == PredictionProviderType.Server)
* {
* this.logger.Info("Calling prediction service");
* await this.CallPredictionService(guid);
* }
* else
* {
* this.logger.Info("Running prediction executable");
* await this.RunPredictionExecutable(guid);
* }
*
* this.logger.Info($"Prediction service has finished.");
*
* this.logger.Info("Generating response");
* return await this.GenerateResponse(predictionRequest, guid);
* }*/
#endregion
#region My Methods
private async Task CallPredictionService(string guid)
{
using (PredictionServiceClient client = new PredictionServiceClient(new Uri(this.serviceConfiguration.RServerUrl, UriKind.RelativeOrAbsolute)))
{
client.HttpClient.Timeout = this.serviceConfiguration.RServerClientTimeout;
var loginParameters = new LoginRequest(this.serviceConfiguration.RServerUserName, this.serviceConfiguration.RServerPassword);
var loginResult = await client.LoginWithHttpMessagesAsync(loginParameters);
if (string.IsNullOrWhiteSpace(loginResult.Body.AccessToken))
{
throw new SecurityException("Could not log in to prediction service.");
}
var headers = client.HttpClient.DefaultRequestHeaders;
var accessToken = loginResult.Body.AccessToken;
headers.Remove("Authorization");
headers.Add("Authorization", $"Bearer {accessToken}");
var result = await client.PredictWithHttpMessagesAsync(new InputParameters(guid));
if (!string.IsNullOrWhiteSpace(result.Body.ErrorMessage))
{
throw new Exception(result.Body.ErrorMessage);
}
}
}
/// <summary>Snippet for BatchPredict</summary>
public void BatchPredictRequestObject()
{
// Snippet: BatchPredict(BatchPredictRequest, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
BatchPredictRequest request = new BatchPredictRequest
{
ModelName = ModelName.FromProjectLocationModel("[PROJECT]", "[LOCATION]", "[MODEL]"),
InputConfig = new BatchPredictInputConfig(),
OutputConfig = new BatchPredictOutputConfig(),
Params = { { "", "" }, },
};
// Make the request
Operation <BatchPredictResult, OperationMetadata> response = predictionServiceClient.BatchPredict(request);
// Poll until the returned long-running operation is complete
Operation <BatchPredictResult, OperationMetadata> completedResponse = response.PollUntilCompleted();
// Retrieve the operation result
BatchPredictResult result = completedResponse.Result;
// Or get the name of the operation
string operationName = response.Name;
// This name can be stored, then the long-running operation retrieved later by name
Operation <BatchPredictResult, OperationMetadata> retrievedResponse = predictionServiceClient.PollOnceBatchPredict(operationName);
// Check if the retrieved long-running operation has completed
if (retrievedResponse.IsCompleted)
{
// If it has completed, then access the result
BatchPredictResult retrievedResult = retrievedResponse.Result;
}
// End snippet
}
public async Task Disconnect()
{
if (_client != null)
{
await _channel.ShutdownAsync().ConfigureAwait(false);
_client = null;
}
}
/// <summary>Snippet for RawPredict</summary>
public void RawPredictResourceNames()
{
// Snippet: RawPredict(EndpointName, HttpBody, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
EndpointName endpoint = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
HttpBody httpBody = new HttpBody();
// Make the request
HttpBody response = predictionServiceClient.RawPredict(endpoint, httpBody);
// End snippet
}
/// <summary>Snippet for Predict</summary>
public async Task PredictRequestObjectAsync()
{
// Snippet: PredictAsync(PredictRequest, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = await PredictionServiceClient.CreateAsync();
// Initialize request argument(s)
PredictRequest request = new PredictRequest
{
PlacementName = PlacementName.FromProjectLocationCatalogEventStorePlacement("[PROJECT]", "[LOCATION]", "[CATALOG]", "[EVENT_STORE]", "[PLACEMENT]"),
UserEvent = new UserEvent(),
Filter = "",
DryRun = false,
Params = { { "", new Value() }, },
Labels = { { "", "" }, },
};
// Make the request
PagedAsyncEnumerable <PredictResponse, PredictResponse.Types.PredictionResult> response = predictionServiceClient.PredictAsync(request);
// Iterate over all response items, lazily performing RPCs as required
await response.ForEachAsync((PredictResponse.Types.PredictionResult item) =>
{
// Do something with each item
Console.WriteLine(item);
});
// Or iterate over pages (of server-defined size), performing one RPC per page
await response.AsRawResponses().ForEachAsync((PredictResponse page) =>
{
// Do something with each page of items
Console.WriteLine("A page of results:");
foreach (PredictResponse.Types.PredictionResult item in page)
{
// Do something with each item
Console.WriteLine(item);
}
});
// Or retrieve a single page of known size (unless it's the final page), performing as many RPCs as required
int pageSize = 10;
Page <PredictResponse.Types.PredictionResult> singlePage = await response.ReadPageAsync(pageSize);
// Do something with the page of items
Console.WriteLine($"A page of {pageSize} results (unless it's the final page):");
foreach (PredictResponse.Types.PredictionResult item in singlePage)
{
// Do something with each item
Console.WriteLine(item);
}
// Store the pageToken, for when the next page is required.
string nextPageToken = singlePage.NextPageToken;
// End snippet
}
/// <summary>Snippet for RawPredict</summary>
public void RawPredict()
{
// Snippet: RawPredict(string, HttpBody, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
string endpoint = "projects/[PROJECT]/locations/[LOCATION]/endpoints/[ENDPOINT]";
HttpBody httpBody = new HttpBody();
// Make the request
HttpBody response = predictionServiceClient.RawPredict(endpoint, httpBody);
// End snippet
}
/// <summary>Snippet for Predict</summary>
public void Predict()
{
// Snippet: Predict(string, IEnumerable<Value>, Value, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
string endpoint = "projects/[PROJECT]/locations/[LOCATION]/endpoints/[ENDPOINT]";
IEnumerable <Value> instances = new Value[] { new Value(), };
Value parameters = new Value();
// Make the request
PredictResponse response = predictionServiceClient.Predict(endpoint, instances, parameters);
// End snippet
}
/// <summary>Snippet for Predict</summary>
public void Predict()
{
// Snippet: Predict(ModelName,ExamplePayload,IDictionary<string, string>,CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
ModelName name = new ModelName("[PROJECT]", "[LOCATION]", "[MODEL]");
ExamplePayload payload = new ExamplePayload();
IDictionary <string, string> @params = new Dictionary <string, string>();
// Make the request
PredictResponse response = predictionServiceClient.Predict(name, payload, @params);
// End snippet
}
/// <summary>Snippet for Predict</summary>
/// <remarks>
/// This snippet has been automatically generated for illustrative purposes only.
/// It may require modifications to work in your environment.
/// </remarks>
public void PredictResourceNames()
{
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
ModelName name = ModelName.FromProjectLocationModel("[PROJECT]", "[LOCATION]", "[MODEL]");
ExamplePayload payload = new ExamplePayload();
IDictionary <string, string> @params = new Dictionary <string, string> {
{ "", "" },
};
// Make the request
PredictResponse response = predictionServiceClient.Predict(name, payload, @params);
}
/// <summary>Snippet for Predict</summary>
/// <remarks>
/// This snippet has been automatically generated for illustrative purposes only.
/// It may require modifications to work in your environment.
/// </remarks>
public void Predict()
{
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
string name = "projects/[PROJECT]/locations/[LOCATION]/models/[MODEL]";
ExamplePayload payload = new ExamplePayload();
IDictionary <string, string> @params = new Dictionary <string, string> {
{ "", "" },
};
// Make the request
PredictResponse response = predictionServiceClient.Predict(name, payload, @params);
}
/// <summary>Snippet for Predict</summary>
public void PredictResourceNames()
{
// Snippet: Predict(EndpointName, IEnumerable<Value>, Value, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
EndpointName endpoint = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
IEnumerable <Value> instances = new Value[] { new Value(), };
Value parameters = new Value();
// Make the request
PredictResponse response = predictionServiceClient.Predict(endpoint, instances, parameters);
// End snippet
}
/// <summary>Snippet for Predict</summary>
/// <remarks>
/// This snippet has been automatically generated for illustrative purposes only.
/// It may require modifications to work in your environment.
/// </remarks>
public void PredictRequestObject()
{
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
PredictRequest request = new PredictRequest
{
ModelName = ModelName.FromProjectLocationModel("[PROJECT]", "[LOCATION]", "[MODEL]"),
Payload = new ExamplePayload(),
Params = { { "", "" }, },
};
// Make the request
PredictResponse response = predictionServiceClient.Predict(request);
}
/// <summary>Snippet for RawPredictAsync</summary>
public async Task RawPredictAsync()
{
// Snippet: RawPredictAsync(string, HttpBody, CallSettings)
// Additional: RawPredictAsync(string, HttpBody, CancellationToken)
// Create client
PredictionServiceClient predictionServiceClient = await PredictionServiceClient.CreateAsync();
// Initialize request argument(s)
string endpoint = "projects/[PROJECT]/locations/[LOCATION]/endpoints/[ENDPOINT]";
HttpBody httpBody = new HttpBody();
// Make the request
HttpBody response = await predictionServiceClient.RawPredictAsync(endpoint, httpBody);
// End snippet
}
/// <summary>Snippet for RawPredictAsync</summary>
public async Task RawPredictResourceNamesAsync()
{
// Snippet: RawPredictAsync(EndpointName, HttpBody, CallSettings)
// Additional: RawPredictAsync(EndpointName, HttpBody, CancellationToken)
// Create client
PredictionServiceClient predictionServiceClient = await PredictionServiceClient.CreateAsync();
// Initialize request argument(s)
EndpointName endpoint = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
HttpBody httpBody = new HttpBody();
// Make the request
HttpBody response = await predictionServiceClient.RawPredictAsync(endpoint, httpBody);
// End snippet
}
/// <summary>Snippet for RawPredict</summary>
public void RawPredictRequestObject()
{
// Snippet: RawPredict(RawPredictRequest, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
RawPredictRequest request = new RawPredictRequest
{
EndpointAsEndpointName = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]"),
HttpBody = new HttpBody(),
};
// Make the request
HttpBody response = predictionServiceClient.RawPredict(request);
// End snippet
}
/// <summary>Snippet for Predict</summary>
public void Predict_RequestObject()
{
// Snippet: Predict(PredictRequest,CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
PredictRequest request = new PredictRequest
{
ModelName = new ModelName("[PROJECT]", "[LOCATION]", "[MODEL]"),
Payload = new ExamplePayload(),
};
// Make the request
PredictResponse response = predictionServiceClient.Predict(request);
// End snippet
}
/// <summary>Snippet for Predict</summary>
public void PredictRequestObject()
{
// Snippet: Predict(PredictRequest, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
PredictRequest request = new PredictRequest
{
Name = "",
Payload = new ExamplePayload(),
Params = { { "", "" }, },
};
// Make the request
PredictResponse response = predictionServiceClient.Predict(request);
// End snippet
}
/// <summary>Snippet for PredictAsync</summary>
public async Task PredictAsync()
{
// Snippet: PredictAsync(ModelName,ExamplePayload,IDictionary<string, string>,CallSettings)
// Additional: PredictAsync(ModelName,ExamplePayload,IDictionary<string, string>,CancellationToken)
// Create client
PredictionServiceClient predictionServiceClient = await PredictionServiceClient.CreateAsync();
// Initialize request argument(s)
ModelName name = new ModelName("[PROJECT]", "[LOCATION]", "[MODEL]");
ExamplePayload payload = new ExamplePayload();
IDictionary <string, string> @params = new Dictionary <string, string>();
// Make the request
PredictResponse response = await predictionServiceClient.PredictAsync(name, payload, @params);
// End snippet
}
/// <summary>Snippet for Predict</summary>
public void PredictRequestObject()
{
// Snippet: Predict(PredictRequest, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
PredictRequest request = new PredictRequest
{
EndpointAsEndpointName = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]"),
Instances = { new Value(), },
Parameters = new Value(),
};
// Make the request
PredictResponse response = predictionServiceClient.Predict(request);
// End snippet
}
/// <summary>Snippet for Predict</summary>
public async Task PredictAsync()
{
// Snippet: PredictAsync(string, UserEvent, string, int?, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = await PredictionServiceClient.CreateAsync();
// Initialize request argument(s)
string name = "projects/[PROJECT]/locations/[LOCATION]/catalogs/[CATALOG]/eventStores/[EVENT_STORE]/placements/[PLACEMENT]";
UserEvent userEvent = new UserEvent();
// Make the request
PagedAsyncEnumerable <PredictResponse, PredictResponse.Types.PredictionResult> response = predictionServiceClient.PredictAsync(name, userEvent);
// Iterate over all response items, lazily performing RPCs as required
await response.ForEachAsync((PredictResponse.Types.PredictionResult item) =>
{
// Do something with each item
Console.WriteLine(item);
});
// Or iterate over pages (of server-defined size), performing one RPC per page
await response.AsRawResponses().ForEachAsync((PredictResponse page) =>
{
// Do something with each page of items
Console.WriteLine("A page of results:");
foreach (PredictResponse.Types.PredictionResult item in page)
{
// Do something with each item
Console.WriteLine(item);
}
});
// Or retrieve a single page of known size (unless it's the final page), performing as many RPCs as required
int pageSize = 10;
Page <PredictResponse.Types.PredictionResult> singlePage = await response.ReadPageAsync(pageSize);
// Do something with the page of items
Console.WriteLine($"A page of {pageSize} results (unless it's the final page):");
foreach (PredictResponse.Types.PredictionResult item in singlePage)
{
// Do something with each item
Console.WriteLine(item);
}
// Store the pageToken, for when the next page is required.
string nextPageToken = singlePage.NextPageToken;
// End snippet
}
/// <summary>Snippet for ExplainAsync</summary>
public async Task ExplainResourceNamesAsync()
{
// Snippet: ExplainAsync(EndpointName, IEnumerable<Value>, Value, string, CallSettings)
// Additional: ExplainAsync(EndpointName, IEnumerable<Value>, Value, string, CancellationToken)
// Create client
PredictionServiceClient predictionServiceClient = await PredictionServiceClient.CreateAsync();
// Initialize request argument(s)
EndpointName endpoint = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
IEnumerable <Value> instances = new Value[] { new Value(), };
Value parameters = new Value();
string deployedModelId = "";
// Make the request
ExplainResponse response = await predictionServiceClient.ExplainAsync(endpoint, instances, parameters, deployedModelId);
// End snippet
}
/// <summary>Snippet for Predict</summary>
public void PredictResourceNames()
{
// Snippet: Predict(PlacementName, UserEvent, string, int?, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
PlacementName name = PlacementName.FromProjectLocationCatalogEventStorePlacement("[PROJECT]", "[LOCATION]", "[CATALOG]", "[EVENT_STORE]", "[PLACEMENT]");
UserEvent userEvent = new UserEvent();
// Make the request
PagedEnumerable <PredictResponse, PredictResponse.Types.PredictionResult> response = predictionServiceClient.Predict(name, userEvent);
// Iterate over all response items, lazily performing RPCs as required
foreach (PredictResponse.Types.PredictionResult item in response)
{
// Do something with each item
Console.WriteLine(item);
}
// Or iterate over pages (of server-defined size), performing one RPC per page
foreach (PredictResponse page in response.AsRawResponses())
{
// Do something with each page of items
Console.WriteLine("A page of results:");
foreach (PredictResponse.Types.PredictionResult item in page)
{
// Do something with each item
Console.WriteLine(item);
}
}
// Or retrieve a single page of known size (unless it's the final page), performing as many RPCs as required
int pageSize = 10;
Page <PredictResponse.Types.PredictionResult> singlePage = response.ReadPage(pageSize);
// Do something with the page of items
Console.WriteLine($"A page of {pageSize} results (unless it's the final page):");
foreach (PredictResponse.Types.PredictionResult item in singlePage)
{
// Do something with each item
Console.WriteLine(item);
}
// Store the pageToken, for when the next page is required.
string nextPageToken = singlePage.NextPageToken;
// End snippet
}
/// <summary>Snippet for PredictAsync</summary>
public async Task PredictAsync_RequestObject()
{
// Snippet: PredictAsync(PredictRequest,CallSettings)
// Additional: PredictAsync(PredictRequest,CancellationToken)
// Create client
PredictionServiceClient predictionServiceClient = await PredictionServiceClient.CreateAsync();
// Initialize request argument(s)
PredictRequest request = new PredictRequest
{
ModelName = new ModelName("[PROJECT]", "[LOCATION]", "[MODEL]"),
Payload = new ExamplePayload(),
};
// Make the request
PredictResponse response = await predictionServiceClient.PredictAsync(request);
// End snippet
}
/// <summary>Snippet for RawPredictAsync</summary>
public async Task RawPredictRequestObjectAsync()
{
// Snippet: RawPredictAsync(RawPredictRequest, CallSettings)
// Additional: RawPredictAsync(RawPredictRequest, CancellationToken)
// Create client
PredictionServiceClient predictionServiceClient = await PredictionServiceClient.CreateAsync();
// Initialize request argument(s)
RawPredictRequest request = new RawPredictRequest
{
EndpointAsEndpointName = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]"),
HttpBody = new HttpBody(),
};
// Make the request
HttpBody response = await predictionServiceClient.RawPredictAsync(request);
// End snippet
}
/// <summary>Snippet for Explain</summary>
public void ExplainRequestObject()
{
// Snippet: Explain(ExplainRequest, CallSettings)
// Create client
PredictionServiceClient predictionServiceClient = PredictionServiceClient.Create();
// Initialize request argument(s)
ExplainRequest request = new ExplainRequest
{
EndpointAsEndpointName = EndpointName.FromProjectLocationEndpoint("[PROJECT]", "[LOCATION]", "[ENDPOINT]"),
Instances = { new Value(), },
DeployedModelId = "",
Parameters = new Value(),
ExplanationSpecOverride = new ExplanationSpecOverride(),
};
// Make the request
ExplainResponse response = predictionServiceClient.Explain(request);
// End snippet
}
/// <summary>Snippet for PredictAsync</summary>
public async Task PredictAsync()
{
// Snippet: PredictAsync(string, ExamplePayload, IDictionary<string,string>, CallSettings)
// Additional: PredictAsync(string, ExamplePayload, IDictionary<string,string>, CancellationToken)
// Create client
PredictionServiceClient predictionServiceClient = await PredictionServiceClient.CreateAsync();
// Initialize request argument(s)
string name = "projects/[PROJECT]/locations/[LOCATION]/models/[MODEL]";
ExamplePayload payload = new ExamplePayload();
IDictionary <string, string> @params = new Dictionary <string, string> {
{ "", "" },
};
// Make the request
PredictResponse response = await predictionServiceClient.PredictAsync(name, payload, @params);
// End snippet
}