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PredictionServiceClientTest.java
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PredictionServiceClientTest.java
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/*
* Copyright 2024 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package com.google.cloud.aiplatform.v1beta1;
import static com.google.cloud.aiplatform.v1beta1.PredictionServiceClient.ListLocationsPagedResponse;
import com.google.api.HttpBody;
import com.google.api.gax.core.NoCredentialsProvider;
import com.google.api.gax.grpc.GaxGrpcProperties;
import com.google.api.gax.grpc.testing.LocalChannelProvider;
import com.google.api.gax.grpc.testing.MockGrpcService;
import com.google.api.gax.grpc.testing.MockServiceHelper;
import com.google.api.gax.grpc.testing.MockStreamObserver;
import com.google.api.gax.rpc.ApiClientHeaderProvider;
import com.google.api.gax.rpc.ApiStreamObserver;
import com.google.api.gax.rpc.BidiStreamingCallable;
import com.google.api.gax.rpc.InvalidArgumentException;
import com.google.api.gax.rpc.ServerStreamingCallable;
import com.google.api.gax.rpc.StatusCode;
import com.google.cloud.location.GetLocationRequest;
import com.google.cloud.location.ListLocationsRequest;
import com.google.cloud.location.ListLocationsResponse;
import com.google.cloud.location.Location;
import com.google.common.collect.Lists;
import com.google.iam.v1.AuditConfig;
import com.google.iam.v1.Binding;
import com.google.iam.v1.GetIamPolicyRequest;
import com.google.iam.v1.GetPolicyOptions;
import com.google.iam.v1.Policy;
import com.google.iam.v1.SetIamPolicyRequest;
import com.google.iam.v1.TestIamPermissionsRequest;
import com.google.iam.v1.TestIamPermissionsResponse;
import com.google.protobuf.AbstractMessage;
import com.google.protobuf.Any;
import com.google.protobuf.ByteString;
import com.google.protobuf.FieldMask;
import com.google.protobuf.Value;
import io.grpc.StatusRuntimeException;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.UUID;
import java.util.concurrent.ExecutionException;
import javax.annotation.Generated;
import org.junit.After;
import org.junit.AfterClass;
import org.junit.Assert;
import org.junit.Before;
import org.junit.BeforeClass;
import org.junit.Test;
@Generated("by gapic-generator-java")
public class PredictionServiceClientTest {
private static MockIAMPolicy mockIAMPolicy;
private static MockLocations mockLocations;
private static MockPredictionService mockPredictionService;
private static MockServiceHelper mockServiceHelper;
private LocalChannelProvider channelProvider;
private PredictionServiceClient client;
@BeforeClass
public static void startStaticServer() {
mockPredictionService = new MockPredictionService();
mockLocations = new MockLocations();
mockIAMPolicy = new MockIAMPolicy();
mockServiceHelper =
new MockServiceHelper(
UUID.randomUUID().toString(),
Arrays.<MockGrpcService>asList(mockPredictionService, mockLocations, mockIAMPolicy));
mockServiceHelper.start();
}
@AfterClass
public static void stopServer() {
mockServiceHelper.stop();
}
@Before
public void setUp() throws IOException {
mockServiceHelper.reset();
channelProvider = mockServiceHelper.createChannelProvider();
PredictionServiceSettings settings =
PredictionServiceSettings.newBuilder()
.setTransportChannelProvider(channelProvider)
.setCredentialsProvider(NoCredentialsProvider.create())
.build();
client = PredictionServiceClient.create(settings);
}
@After
public void tearDown() throws Exception {
client.close();
}
@Test
public void predictTest() throws Exception {
PredictResponse expectedResponse =
PredictResponse.newBuilder()
.addAllPredictions(new ArrayList<Value>())
.setDeployedModelId("deployedModelId-1817547906")
.setModel(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
.setModelVersionId("modelVersionId-2006125846")
.setModelDisplayName("modelDisplayName1578770308")
.setMetadata(Value.newBuilder().setBoolValue(true).build())
.build();
mockPredictionService.addResponse(expectedResponse);
EndpointName endpoint =
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
List<Value> instances = new ArrayList<>();
Value parameters = Value.newBuilder().setBoolValue(true).build();
PredictResponse actualResponse = client.predict(endpoint, instances, parameters);
Assert.assertEquals(expectedResponse, actualResponse);
List<AbstractMessage> actualRequests = mockPredictionService.getRequests();
Assert.assertEquals(1, actualRequests.size());
PredictRequest actualRequest = ((PredictRequest) actualRequests.get(0));
Assert.assertEquals(endpoint.toString(), actualRequest.getEndpoint());
Assert.assertEquals(instances, actualRequest.getInstancesList());
Assert.assertEquals(parameters, actualRequest.getParameters());
Assert.assertTrue(
channelProvider.isHeaderSent(
ApiClientHeaderProvider.getDefaultApiClientHeaderKey(),
GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
@Test
public void predictExceptionTest() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
try {
EndpointName endpoint =
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
List<Value> instances = new ArrayList<>();
Value parameters = Value.newBuilder().setBoolValue(true).build();
client.predict(endpoint, instances, parameters);
Assert.fail("No exception raised");
} catch (InvalidArgumentException e) {
// Expected exception.
}
}
@Test
public void predictTest2() throws Exception {
PredictResponse expectedResponse =
PredictResponse.newBuilder()
.addAllPredictions(new ArrayList<Value>())
.setDeployedModelId("deployedModelId-1817547906")
.setModel(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
.setModelVersionId("modelVersionId-2006125846")
.setModelDisplayName("modelDisplayName1578770308")
.setMetadata(Value.newBuilder().setBoolValue(true).build())
.build();
mockPredictionService.addResponse(expectedResponse);
String endpoint = "endpoint1741102485";
List<Value> instances = new ArrayList<>();
Value parameters = Value.newBuilder().setBoolValue(true).build();
PredictResponse actualResponse = client.predict(endpoint, instances, parameters);
Assert.assertEquals(expectedResponse, actualResponse);
List<AbstractMessage> actualRequests = mockPredictionService.getRequests();
Assert.assertEquals(1, actualRequests.size());
PredictRequest actualRequest = ((PredictRequest) actualRequests.get(0));
Assert.assertEquals(endpoint, actualRequest.getEndpoint());
Assert.assertEquals(instances, actualRequest.getInstancesList());
Assert.assertEquals(parameters, actualRequest.getParameters());
Assert.assertTrue(
channelProvider.isHeaderSent(
ApiClientHeaderProvider.getDefaultApiClientHeaderKey(),
GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
@Test
public void predictExceptionTest2() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
try {
String endpoint = "endpoint1741102485";
List<Value> instances = new ArrayList<>();
Value parameters = Value.newBuilder().setBoolValue(true).build();
client.predict(endpoint, instances, parameters);
Assert.fail("No exception raised");
} catch (InvalidArgumentException e) {
// Expected exception.
}
}
@Test
public void rawPredictTest() throws Exception {
HttpBody expectedResponse =
HttpBody.newBuilder()
.setContentType("contentType-389131437")
.setData(ByteString.EMPTY)
.addAllExtensions(new ArrayList<Any>())
.build();
mockPredictionService.addResponse(expectedResponse);
EndpointName endpoint =
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
HttpBody httpBody = HttpBody.newBuilder().build();
HttpBody actualResponse = client.rawPredict(endpoint, httpBody);
Assert.assertEquals(expectedResponse, actualResponse);
List<AbstractMessage> actualRequests = mockPredictionService.getRequests();
Assert.assertEquals(1, actualRequests.size());
RawPredictRequest actualRequest = ((RawPredictRequest) actualRequests.get(0));
Assert.assertEquals(endpoint.toString(), actualRequest.getEndpoint());
Assert.assertEquals(httpBody, actualRequest.getHttpBody());
Assert.assertTrue(
channelProvider.isHeaderSent(
ApiClientHeaderProvider.getDefaultApiClientHeaderKey(),
GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
@Test
public void rawPredictExceptionTest() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
try {
EndpointName endpoint =
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
HttpBody httpBody = HttpBody.newBuilder().build();
client.rawPredict(endpoint, httpBody);
Assert.fail("No exception raised");
} catch (InvalidArgumentException e) {
// Expected exception.
}
}
@Test
public void rawPredictTest2() throws Exception {
HttpBody expectedResponse =
HttpBody.newBuilder()
.setContentType("contentType-389131437")
.setData(ByteString.EMPTY)
.addAllExtensions(new ArrayList<Any>())
.build();
mockPredictionService.addResponse(expectedResponse);
String endpoint = "endpoint1741102485";
HttpBody httpBody = HttpBody.newBuilder().build();
HttpBody actualResponse = client.rawPredict(endpoint, httpBody);
Assert.assertEquals(expectedResponse, actualResponse);
List<AbstractMessage> actualRequests = mockPredictionService.getRequests();
Assert.assertEquals(1, actualRequests.size());
RawPredictRequest actualRequest = ((RawPredictRequest) actualRequests.get(0));
Assert.assertEquals(endpoint, actualRequest.getEndpoint());
Assert.assertEquals(httpBody, actualRequest.getHttpBody());
Assert.assertTrue(
channelProvider.isHeaderSent(
ApiClientHeaderProvider.getDefaultApiClientHeaderKey(),
GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
@Test
public void rawPredictExceptionTest2() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
try {
String endpoint = "endpoint1741102485";
HttpBody httpBody = HttpBody.newBuilder().build();
client.rawPredict(endpoint, httpBody);
Assert.fail("No exception raised");
} catch (InvalidArgumentException e) {
// Expected exception.
}
}
@Test
public void directPredictTest() throws Exception {
DirectPredictResponse expectedResponse =
DirectPredictResponse.newBuilder()
.addAllOutputs(new ArrayList<Tensor>())
.setParameters(Tensor.newBuilder().build())
.build();
mockPredictionService.addResponse(expectedResponse);
DirectPredictRequest request =
DirectPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.addAllInputs(new ArrayList<Tensor>())
.setParameters(Tensor.newBuilder().build())
.build();
DirectPredictResponse actualResponse = client.directPredict(request);
Assert.assertEquals(expectedResponse, actualResponse);
List<AbstractMessage> actualRequests = mockPredictionService.getRequests();
Assert.assertEquals(1, actualRequests.size());
DirectPredictRequest actualRequest = ((DirectPredictRequest) actualRequests.get(0));
Assert.assertEquals(request.getEndpoint(), actualRequest.getEndpoint());
Assert.assertEquals(request.getInputsList(), actualRequest.getInputsList());
Assert.assertEquals(request.getParameters(), actualRequest.getParameters());
Assert.assertTrue(
channelProvider.isHeaderSent(
ApiClientHeaderProvider.getDefaultApiClientHeaderKey(),
GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
@Test
public void directPredictExceptionTest() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
try {
DirectPredictRequest request =
DirectPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName(
"[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.addAllInputs(new ArrayList<Tensor>())
.setParameters(Tensor.newBuilder().build())
.build();
client.directPredict(request);
Assert.fail("No exception raised");
} catch (InvalidArgumentException e) {
// Expected exception.
}
}
@Test
public void directRawPredictTest() throws Exception {
DirectRawPredictResponse expectedResponse =
DirectRawPredictResponse.newBuilder().setOutput(ByteString.EMPTY).build();
mockPredictionService.addResponse(expectedResponse);
DirectRawPredictRequest request =
DirectRawPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.setMethodName("methodName-723163380")
.setInput(ByteString.EMPTY)
.build();
DirectRawPredictResponse actualResponse = client.directRawPredict(request);
Assert.assertEquals(expectedResponse, actualResponse);
List<AbstractMessage> actualRequests = mockPredictionService.getRequests();
Assert.assertEquals(1, actualRequests.size());
DirectRawPredictRequest actualRequest = ((DirectRawPredictRequest) actualRequests.get(0));
Assert.assertEquals(request.getEndpoint(), actualRequest.getEndpoint());
Assert.assertEquals(request.getMethodName(), actualRequest.getMethodName());
Assert.assertEquals(request.getInput(), actualRequest.getInput());
Assert.assertTrue(
channelProvider.isHeaderSent(
ApiClientHeaderProvider.getDefaultApiClientHeaderKey(),
GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
@Test
public void directRawPredictExceptionTest() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
try {
DirectRawPredictRequest request =
DirectRawPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName(
"[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.setMethodName("methodName-723163380")
.setInput(ByteString.EMPTY)
.build();
client.directRawPredict(request);
Assert.fail("No exception raised");
} catch (InvalidArgumentException e) {
// Expected exception.
}
}
@Test
public void streamDirectPredictTest() throws Exception {
StreamDirectPredictResponse expectedResponse =
StreamDirectPredictResponse.newBuilder()
.addAllOutputs(new ArrayList<Tensor>())
.setParameters(Tensor.newBuilder().build())
.build();
mockPredictionService.addResponse(expectedResponse);
StreamDirectPredictRequest request =
StreamDirectPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.addAllInputs(new ArrayList<Tensor>())
.setParameters(Tensor.newBuilder().build())
.build();
MockStreamObserver<StreamDirectPredictResponse> responseObserver = new MockStreamObserver<>();
BidiStreamingCallable<StreamDirectPredictRequest, StreamDirectPredictResponse> callable =
client.streamDirectPredictCallable();
ApiStreamObserver<StreamDirectPredictRequest> requestObserver =
callable.bidiStreamingCall(responseObserver);
requestObserver.onNext(request);
requestObserver.onCompleted();
List<StreamDirectPredictResponse> actualResponses = responseObserver.future().get();
Assert.assertEquals(1, actualResponses.size());
Assert.assertEquals(expectedResponse, actualResponses.get(0));
}
@Test
public void streamDirectPredictExceptionTest() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
StreamDirectPredictRequest request =
StreamDirectPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.addAllInputs(new ArrayList<Tensor>())
.setParameters(Tensor.newBuilder().build())
.build();
MockStreamObserver<StreamDirectPredictResponse> responseObserver = new MockStreamObserver<>();
BidiStreamingCallable<StreamDirectPredictRequest, StreamDirectPredictResponse> callable =
client.streamDirectPredictCallable();
ApiStreamObserver<StreamDirectPredictRequest> requestObserver =
callable.bidiStreamingCall(responseObserver);
requestObserver.onNext(request);
try {
List<StreamDirectPredictResponse> actualResponses = responseObserver.future().get();
Assert.fail("No exception thrown");
} catch (ExecutionException e) {
Assert.assertTrue(e.getCause() instanceof InvalidArgumentException);
InvalidArgumentException apiException = ((InvalidArgumentException) e.getCause());
Assert.assertEquals(StatusCode.Code.INVALID_ARGUMENT, apiException.getStatusCode().getCode());
}
}
@Test
public void streamDirectRawPredictTest() throws Exception {
StreamDirectRawPredictResponse expectedResponse =
StreamDirectRawPredictResponse.newBuilder().setOutput(ByteString.EMPTY).build();
mockPredictionService.addResponse(expectedResponse);
StreamDirectRawPredictRequest request =
StreamDirectRawPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.setMethodName("methodName-723163380")
.setInput(ByteString.EMPTY)
.build();
MockStreamObserver<StreamDirectRawPredictResponse> responseObserver =
new MockStreamObserver<>();
BidiStreamingCallable<StreamDirectRawPredictRequest, StreamDirectRawPredictResponse> callable =
client.streamDirectRawPredictCallable();
ApiStreamObserver<StreamDirectRawPredictRequest> requestObserver =
callable.bidiStreamingCall(responseObserver);
requestObserver.onNext(request);
requestObserver.onCompleted();
List<StreamDirectRawPredictResponse> actualResponses = responseObserver.future().get();
Assert.assertEquals(1, actualResponses.size());
Assert.assertEquals(expectedResponse, actualResponses.get(0));
}
@Test
public void streamDirectRawPredictExceptionTest() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
StreamDirectRawPredictRequest request =
StreamDirectRawPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.setMethodName("methodName-723163380")
.setInput(ByteString.EMPTY)
.build();
MockStreamObserver<StreamDirectRawPredictResponse> responseObserver =
new MockStreamObserver<>();
BidiStreamingCallable<StreamDirectRawPredictRequest, StreamDirectRawPredictResponse> callable =
client.streamDirectRawPredictCallable();
ApiStreamObserver<StreamDirectRawPredictRequest> requestObserver =
callable.bidiStreamingCall(responseObserver);
requestObserver.onNext(request);
try {
List<StreamDirectRawPredictResponse> actualResponses = responseObserver.future().get();
Assert.fail("No exception thrown");
} catch (ExecutionException e) {
Assert.assertTrue(e.getCause() instanceof InvalidArgumentException);
InvalidArgumentException apiException = ((InvalidArgumentException) e.getCause());
Assert.assertEquals(StatusCode.Code.INVALID_ARGUMENT, apiException.getStatusCode().getCode());
}
}
@Test
public void streamingPredictTest() throws Exception {
StreamingPredictResponse expectedResponse =
StreamingPredictResponse.newBuilder()
.addAllOutputs(new ArrayList<Tensor>())
.setParameters(Tensor.newBuilder().build())
.build();
mockPredictionService.addResponse(expectedResponse);
StreamingPredictRequest request =
StreamingPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.addAllInputs(new ArrayList<Tensor>())
.setParameters(Tensor.newBuilder().build())
.build();
MockStreamObserver<StreamingPredictResponse> responseObserver = new MockStreamObserver<>();
BidiStreamingCallable<StreamingPredictRequest, StreamingPredictResponse> callable =
client.streamingPredictCallable();
ApiStreamObserver<StreamingPredictRequest> requestObserver =
callable.bidiStreamingCall(responseObserver);
requestObserver.onNext(request);
requestObserver.onCompleted();
List<StreamingPredictResponse> actualResponses = responseObserver.future().get();
Assert.assertEquals(1, actualResponses.size());
Assert.assertEquals(expectedResponse, actualResponses.get(0));
}
@Test
public void streamingPredictExceptionTest() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
StreamingPredictRequest request =
StreamingPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.addAllInputs(new ArrayList<Tensor>())
.setParameters(Tensor.newBuilder().build())
.build();
MockStreamObserver<StreamingPredictResponse> responseObserver = new MockStreamObserver<>();
BidiStreamingCallable<StreamingPredictRequest, StreamingPredictResponse> callable =
client.streamingPredictCallable();
ApiStreamObserver<StreamingPredictRequest> requestObserver =
callable.bidiStreamingCall(responseObserver);
requestObserver.onNext(request);
try {
List<StreamingPredictResponse> actualResponses = responseObserver.future().get();
Assert.fail("No exception thrown");
} catch (ExecutionException e) {
Assert.assertTrue(e.getCause() instanceof InvalidArgumentException);
InvalidArgumentException apiException = ((InvalidArgumentException) e.getCause());
Assert.assertEquals(StatusCode.Code.INVALID_ARGUMENT, apiException.getStatusCode().getCode());
}
}
@Test
public void serverStreamingPredictTest() throws Exception {
StreamingPredictResponse expectedResponse =
StreamingPredictResponse.newBuilder()
.addAllOutputs(new ArrayList<Tensor>())
.setParameters(Tensor.newBuilder().build())
.build();
mockPredictionService.addResponse(expectedResponse);
StreamingPredictRequest request =
StreamingPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.addAllInputs(new ArrayList<Tensor>())
.setParameters(Tensor.newBuilder().build())
.build();
MockStreamObserver<StreamingPredictResponse> responseObserver = new MockStreamObserver<>();
ServerStreamingCallable<StreamingPredictRequest, StreamingPredictResponse> callable =
client.serverStreamingPredictCallable();
callable.serverStreamingCall(request, responseObserver);
List<StreamingPredictResponse> actualResponses = responseObserver.future().get();
Assert.assertEquals(1, actualResponses.size());
Assert.assertEquals(expectedResponse, actualResponses.get(0));
}
@Test
public void serverStreamingPredictExceptionTest() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
StreamingPredictRequest request =
StreamingPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.addAllInputs(new ArrayList<Tensor>())
.setParameters(Tensor.newBuilder().build())
.build();
MockStreamObserver<StreamingPredictResponse> responseObserver = new MockStreamObserver<>();
ServerStreamingCallable<StreamingPredictRequest, StreamingPredictResponse> callable =
client.serverStreamingPredictCallable();
callable.serverStreamingCall(request, responseObserver);
try {
List<StreamingPredictResponse> actualResponses = responseObserver.future().get();
Assert.fail("No exception thrown");
} catch (ExecutionException e) {
Assert.assertTrue(e.getCause() instanceof InvalidArgumentException);
InvalidArgumentException apiException = ((InvalidArgumentException) e.getCause());
Assert.assertEquals(StatusCode.Code.INVALID_ARGUMENT, apiException.getStatusCode().getCode());
}
}
@Test
public void streamingRawPredictTest() throws Exception {
StreamingRawPredictResponse expectedResponse =
StreamingRawPredictResponse.newBuilder().setOutput(ByteString.EMPTY).build();
mockPredictionService.addResponse(expectedResponse);
StreamingRawPredictRequest request =
StreamingRawPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.setMethodName("methodName-723163380")
.setInput(ByteString.EMPTY)
.build();
MockStreamObserver<StreamingRawPredictResponse> responseObserver = new MockStreamObserver<>();
BidiStreamingCallable<StreamingRawPredictRequest, StreamingRawPredictResponse> callable =
client.streamingRawPredictCallable();
ApiStreamObserver<StreamingRawPredictRequest> requestObserver =
callable.bidiStreamingCall(responseObserver);
requestObserver.onNext(request);
requestObserver.onCompleted();
List<StreamingRawPredictResponse> actualResponses = responseObserver.future().get();
Assert.assertEquals(1, actualResponses.size());
Assert.assertEquals(expectedResponse, actualResponses.get(0));
}
@Test
public void streamingRawPredictExceptionTest() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
StreamingRawPredictRequest request =
StreamingRawPredictRequest.newBuilder()
.setEndpoint(
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.setMethodName("methodName-723163380")
.setInput(ByteString.EMPTY)
.build();
MockStreamObserver<StreamingRawPredictResponse> responseObserver = new MockStreamObserver<>();
BidiStreamingCallable<StreamingRawPredictRequest, StreamingRawPredictResponse> callable =
client.streamingRawPredictCallable();
ApiStreamObserver<StreamingRawPredictRequest> requestObserver =
callable.bidiStreamingCall(responseObserver);
requestObserver.onNext(request);
try {
List<StreamingRawPredictResponse> actualResponses = responseObserver.future().get();
Assert.fail("No exception thrown");
} catch (ExecutionException e) {
Assert.assertTrue(e.getCause() instanceof InvalidArgumentException);
InvalidArgumentException apiException = ((InvalidArgumentException) e.getCause());
Assert.assertEquals(StatusCode.Code.INVALID_ARGUMENT, apiException.getStatusCode().getCode());
}
}
@Test
public void explainTest() throws Exception {
ExplainResponse expectedResponse =
ExplainResponse.newBuilder()
.addAllExplanations(new ArrayList<Explanation>())
.putAllConcurrentExplanations(
new HashMap<String, ExplainResponse.ConcurrentExplanation>())
.setDeployedModelId("deployedModelId-1817547906")
.addAllPredictions(new ArrayList<Value>())
.build();
mockPredictionService.addResponse(expectedResponse);
EndpointName endpoint =
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
List<Value> instances = new ArrayList<>();
Value parameters = Value.newBuilder().setBoolValue(true).build();
String deployedModelId = "deployedModelId-1817547906";
ExplainResponse actualResponse =
client.explain(endpoint, instances, parameters, deployedModelId);
Assert.assertEquals(expectedResponse, actualResponse);
List<AbstractMessage> actualRequests = mockPredictionService.getRequests();
Assert.assertEquals(1, actualRequests.size());
ExplainRequest actualRequest = ((ExplainRequest) actualRequests.get(0));
Assert.assertEquals(endpoint.toString(), actualRequest.getEndpoint());
Assert.assertEquals(instances, actualRequest.getInstancesList());
Assert.assertEquals(parameters, actualRequest.getParameters());
Assert.assertEquals(deployedModelId, actualRequest.getDeployedModelId());
Assert.assertTrue(
channelProvider.isHeaderSent(
ApiClientHeaderProvider.getDefaultApiClientHeaderKey(),
GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
@Test
public void explainExceptionTest() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
try {
EndpointName endpoint =
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
List<Value> instances = new ArrayList<>();
Value parameters = Value.newBuilder().setBoolValue(true).build();
String deployedModelId = "deployedModelId-1817547906";
client.explain(endpoint, instances, parameters, deployedModelId);
Assert.fail("No exception raised");
} catch (InvalidArgumentException e) {
// Expected exception.
}
}
@Test
public void explainTest2() throws Exception {
ExplainResponse expectedResponse =
ExplainResponse.newBuilder()
.addAllExplanations(new ArrayList<Explanation>())
.putAllConcurrentExplanations(
new HashMap<String, ExplainResponse.ConcurrentExplanation>())
.setDeployedModelId("deployedModelId-1817547906")
.addAllPredictions(new ArrayList<Value>())
.build();
mockPredictionService.addResponse(expectedResponse);
String endpoint = "endpoint1741102485";
List<Value> instances = new ArrayList<>();
Value parameters = Value.newBuilder().setBoolValue(true).build();
String deployedModelId = "deployedModelId-1817547906";
ExplainResponse actualResponse =
client.explain(endpoint, instances, parameters, deployedModelId);
Assert.assertEquals(expectedResponse, actualResponse);
List<AbstractMessage> actualRequests = mockPredictionService.getRequests();
Assert.assertEquals(1, actualRequests.size());
ExplainRequest actualRequest = ((ExplainRequest) actualRequests.get(0));
Assert.assertEquals(endpoint, actualRequest.getEndpoint());
Assert.assertEquals(instances, actualRequest.getInstancesList());
Assert.assertEquals(parameters, actualRequest.getParameters());
Assert.assertEquals(deployedModelId, actualRequest.getDeployedModelId());
Assert.assertTrue(
channelProvider.isHeaderSent(
ApiClientHeaderProvider.getDefaultApiClientHeaderKey(),
GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
@Test
public void explainExceptionTest2() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
try {
String endpoint = "endpoint1741102485";
List<Value> instances = new ArrayList<>();
Value parameters = Value.newBuilder().setBoolValue(true).build();
String deployedModelId = "deployedModelId-1817547906";
client.explain(endpoint, instances, parameters, deployedModelId);
Assert.fail("No exception raised");
} catch (InvalidArgumentException e) {
// Expected exception.
}
}
@Test
public void countTokensTest() throws Exception {
CountTokensResponse expectedResponse =
CountTokensResponse.newBuilder()
.setTotalTokens(730673909)
.setTotalBillableCharacters(1242495501)
.build();
mockPredictionService.addResponse(expectedResponse);
EndpointName endpoint =
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
List<Value> instances = new ArrayList<>();
CountTokensResponse actualResponse = client.countTokens(endpoint, instances);
Assert.assertEquals(expectedResponse, actualResponse);
List<AbstractMessage> actualRequests = mockPredictionService.getRequests();
Assert.assertEquals(1, actualRequests.size());
CountTokensRequest actualRequest = ((CountTokensRequest) actualRequests.get(0));
Assert.assertEquals(endpoint.toString(), actualRequest.getEndpoint());
Assert.assertEquals(instances, actualRequest.getInstancesList());
Assert.assertTrue(
channelProvider.isHeaderSent(
ApiClientHeaderProvider.getDefaultApiClientHeaderKey(),
GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
@Test
public void countTokensExceptionTest() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
try {
EndpointName endpoint =
EndpointName.ofProjectLocationEndpointName("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
List<Value> instances = new ArrayList<>();
client.countTokens(endpoint, instances);
Assert.fail("No exception raised");
} catch (InvalidArgumentException e) {
// Expected exception.
}
}
@Test
public void countTokensTest2() throws Exception {
CountTokensResponse expectedResponse =
CountTokensResponse.newBuilder()
.setTotalTokens(730673909)
.setTotalBillableCharacters(1242495501)
.build();
mockPredictionService.addResponse(expectedResponse);
String endpoint = "endpoint1741102485";
List<Value> instances = new ArrayList<>();
CountTokensResponse actualResponse = client.countTokens(endpoint, instances);
Assert.assertEquals(expectedResponse, actualResponse);
List<AbstractMessage> actualRequests = mockPredictionService.getRequests();
Assert.assertEquals(1, actualRequests.size());
CountTokensRequest actualRequest = ((CountTokensRequest) actualRequests.get(0));
Assert.assertEquals(endpoint, actualRequest.getEndpoint());
Assert.assertEquals(instances, actualRequest.getInstancesList());
Assert.assertTrue(
channelProvider.isHeaderSent(
ApiClientHeaderProvider.getDefaultApiClientHeaderKey(),
GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
@Test
public void countTokensExceptionTest2() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
try {
String endpoint = "endpoint1741102485";
List<Value> instances = new ArrayList<>();
client.countTokens(endpoint, instances);
Assert.fail("No exception raised");
} catch (InvalidArgumentException e) {
// Expected exception.
}
}
@Test
public void generateContentTest() throws Exception {
GenerateContentResponse expectedResponse =
GenerateContentResponse.newBuilder()
.addAllCandidates(new ArrayList<Candidate>())
.setPromptFeedback(GenerateContentResponse.PromptFeedback.newBuilder().build())
.setUsageMetadata(GenerateContentResponse.UsageMetadata.newBuilder().build())
.build();
mockPredictionService.addResponse(expectedResponse);
String model = "model104069929";
List<Content> contents = new ArrayList<>();
GenerateContentResponse actualResponse = client.generateContent(model, contents);
Assert.assertEquals(expectedResponse, actualResponse);
List<AbstractMessage> actualRequests = mockPredictionService.getRequests();
Assert.assertEquals(1, actualRequests.size());
GenerateContentRequest actualRequest = ((GenerateContentRequest) actualRequests.get(0));
Assert.assertEquals(model, actualRequest.getModel());
Assert.assertEquals(contents, actualRequest.getContentsList());
Assert.assertTrue(
channelProvider.isHeaderSent(
ApiClientHeaderProvider.getDefaultApiClientHeaderKey(),
GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
@Test
public void generateContentExceptionTest() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
try {
String model = "model104069929";
List<Content> contents = new ArrayList<>();
client.generateContent(model, contents);
Assert.fail("No exception raised");
} catch (InvalidArgumentException e) {
// Expected exception.
}
}
@Test
public void streamGenerateContentTest() throws Exception {
GenerateContentResponse expectedResponse =
GenerateContentResponse.newBuilder()
.addAllCandidates(new ArrayList<Candidate>())
.setPromptFeedback(GenerateContentResponse.PromptFeedback.newBuilder().build())
.setUsageMetadata(GenerateContentResponse.UsageMetadata.newBuilder().build())
.build();
mockPredictionService.addResponse(expectedResponse);
GenerateContentRequest request =
GenerateContentRequest.newBuilder()
.setModel("model104069929")
.addAllContents(new ArrayList<Content>())
.addAllTools(new ArrayList<Tool>())
.setToolConfig(ToolConfig.newBuilder().build())
.addAllSafetySettings(new ArrayList<SafetySetting>())
.setGenerationConfig(GenerationConfig.newBuilder().build())
.build();
MockStreamObserver<GenerateContentResponse> responseObserver = new MockStreamObserver<>();
ServerStreamingCallable<GenerateContentRequest, GenerateContentResponse> callable =
client.streamGenerateContentCallable();
callable.serverStreamingCall(request, responseObserver);
List<GenerateContentResponse> actualResponses = responseObserver.future().get();
Assert.assertEquals(1, actualResponses.size());
Assert.assertEquals(expectedResponse, actualResponses.get(0));
}
@Test
public void streamGenerateContentExceptionTest() throws Exception {
StatusRuntimeException exception = new StatusRuntimeException(io.grpc.Status.INVALID_ARGUMENT);
mockPredictionService.addException(exception);
GenerateContentRequest request =
GenerateContentRequest.newBuilder()
.setModel("model104069929")
.addAllContents(new ArrayList<Content>())
.addAllTools(new ArrayList<Tool>())
.setToolConfig(ToolConfig.newBuilder().build())
.addAllSafetySettings(new ArrayList<SafetySetting>())
.setGenerationConfig(GenerationConfig.newBuilder().build())
.build();
MockStreamObserver<GenerateContentResponse> responseObserver = new MockStreamObserver<>();
ServerStreamingCallable<GenerateContentRequest, GenerateContentResponse> callable =
client.streamGenerateContentCallable();
callable.serverStreamingCall(request, responseObserver);