Examples with ModelEvaluation com.google.cloud.automl.v1beta1.ModelEvaluation used on opensource projects

Example 6 with ModelEvaluation

use of com.google.cloud.automl.v1beta1.ModelEvaluation in project java-automl by googleapis.

the class GetModelEvaluation method getModelEvaluation.

// Get a model evaluation
static void getModelEvaluation(String projectId, String modelId, String modelEvaluationId) throws IOException {
    // the "close" method on the client to safely clean up any remaining background resources.
    try (AutoMlClient client = AutoMlClient.create()) {
        // Get the full path of the model evaluation.
        ModelEvaluationName modelEvaluationFullId = ModelEvaluationName.of(projectId, "us-central1", modelId, modelEvaluationId);
        // Get complete detail of the model evaluation.
        ModelEvaluation modelEvaluation = client.getModelEvaluation(modelEvaluationFullId);
        System.out.format("Model Evaluation Name: %s%n", modelEvaluation.getName());
        System.out.format("Model Annotation Spec Id: %s", modelEvaluation.getAnnotationSpecId());
        System.out.println("Create Time:");
        System.out.format("\tseconds: %s%n", modelEvaluation.getCreateTime().getSeconds());
        System.out.format("\tnanos: %s", modelEvaluation.getCreateTime().getNanos() / 1e9);
        System.out.format("Evalution Example Count: %d%n", modelEvaluation.getEvaluatedExampleCount());
        // [END automl_video_object_tracking_get_model_evaluation_beta]
        System.out.format("Classification Model Evaluation Metrics: %s%n", modelEvaluation.getClassificationEvaluationMetrics());
        // [END automl_video_classification_get_model_evaluation_beta]
        // [START automl_video_object_tracking_get_model_evaluation_beta]
        System.out.format("Video Object Tracking Evaluation Metrics: %s%n", modelEvaluation.getVideoObjectTrackingEvaluationMetrics());
    // [START automl_video_classification_get_model_evaluation_beta]
    }
}

Example 7 with ModelEvaluation

use of com.google.cloud.automl.v1beta1.ModelEvaluation in project java-automl by googleapis.

the class AutoMlClientTest method listModelEvaluationsTest.

@Test
public void listModelEvaluationsTest() throws Exception {
    ModelEvaluation responsesElement = ModelEvaluation.newBuilder().build();
    ListModelEvaluationsResponse expectedResponse = ListModelEvaluationsResponse.newBuilder().setNextPageToken("").addAllModelEvaluation(Arrays.asList(responsesElement)).build();
    mockAutoMl.addResponse(expectedResponse);
    ModelName parent = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
    ListModelEvaluationsPagedResponse pagedListResponse = client.listModelEvaluations(parent);
    List<ModelEvaluation> resources = Lists.newArrayList(pagedListResponse.iterateAll());
    Assert.assertEquals(1, resources.size());
    Assert.assertEquals(expectedResponse.getModelEvaluationList().get(0), resources.get(0));
    List<AbstractMessage> actualRequests = mockAutoMl.getRequests();
    Assert.assertEquals(1, actualRequests.size());
    ListModelEvaluationsRequest actualRequest = ((ListModelEvaluationsRequest) actualRequests.get(0));
    Assert.assertEquals(parent.toString(), actualRequest.getParent());
    Assert.assertTrue(channelProvider.isHeaderSent(ApiClientHeaderProvider.getDefaultApiClientHeaderKey(), GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}