use of com.google.cloud.automl.v1.ListModelEvaluationsRequest in project java-automl by googleapis.
the class AutoMlClientTest method listModelEvaluationsTest2.
@Test
public void listModelEvaluationsTest2() throws Exception {
ModelEvaluation responsesElement = ModelEvaluation.newBuilder().build();
ListModelEvaluationsResponse expectedResponse = ListModelEvaluationsResponse.newBuilder().setNextPageToken("").addAllModelEvaluation(Arrays.asList(responsesElement)).build();
mockAutoMl.addResponse(expectedResponse);
String parent = "parent-995424086";
String filter = "filter-1274492040";
ListModelEvaluationsPagedResponse pagedListResponse = client.listModelEvaluations(parent, filter);
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, actualRequest.getParent());
Assert.assertEquals(filter, actualRequest.getFilter());
Assert.assertTrue(channelProvider.isHeaderSent(ApiClientHeaderProvider.getDefaultApiClientHeaderKey(), GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
use of com.google.cloud.automl.v1.ListModelEvaluationsRequest in project java-automl by googleapis.
the class ListModelEvaluations method listModelEvaluations.
// List model evaluations
static void listModelEvaluations(String projectId, String modelId) 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.
ModelName modelFullId = ModelName.of(projectId, "us-central1", modelId);
ListModelEvaluationsRequest modelEvaluationsrequest = ListModelEvaluationsRequest.newBuilder().setParent(modelFullId.toString()).build();
// List all the model evaluations in the model by applying filter.
System.out.println("List of model evaluations:");
for (ModelEvaluation modelEvaluation : client.listModelEvaluations(modelEvaluationsrequest).iterateAll()) {
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_language_sentiment_analysis_list_model_evaluations]
// [END automl_language_text_classification_list_model_evaluations]
// [END automl_translate_list_model_evaluations]
// [END automl_vision_classification_list_model_evaluations]
// [END automl_vision_object_detection_list_model_evaluations]
System.out.format("Entity Extraction Model Evaluation Metrics: %s\n", modelEvaluation.getTextExtractionEvaluationMetrics());
// [END automl_language_entity_extraction_list_model_evaluations]
// [START automl_language_sentiment_analysis_list_model_evaluations]
System.out.format("Sentiment Analysis Model Evaluation Metrics: %s\n", modelEvaluation.getTextSentimentEvaluationMetrics());
// [END automl_language_sentiment_analysis_list_model_evaluations]
// [START automl_language_text_classification_list_model_evaluations]
// [START automl_vision_classification_list_model_evaluations]
System.out.format("Classification Model Evaluation Metrics: %s\n", modelEvaluation.getClassificationEvaluationMetrics());
// [END automl_language_text_classification_list_model_evaluations]
// [END automl_vision_classification_list_model_evaluations]
// [START automl_translate_list_model_evaluations]
System.out.format("Translate Model Evaluation Metrics: %s\n", modelEvaluation.getTranslationEvaluationMetrics());
// [END automl_translate_list_model_evaluations]
// [START automl_vision_object_detection_list_model_evaluations]
System.out.format("Object Detection Model Evaluation Metrics: %s\n", modelEvaluation.getImageObjectDetectionEvaluationMetrics());
// [START automl_language_entity_extraction_list_model_evaluations]
// [START automl_language_sentiment_analysis_list_model_evaluations]
// [START automl_language_text_classification_list_model_evaluations]
// [START automl_translate_list_model_evaluations]
// [START automl_vision_classification_list_model_evaluations]
}
}
}
use of com.google.cloud.automl.v1.ListModelEvaluationsRequest in project java-automl by googleapis.
the class GetModelEvaluationTest method setUp.
@Before
public void setUp() throws IOException {
// Get a model evaluation ID from the List request first to be used in the Get call
try (AutoMlClient client = AutoMlClient.create()) {
ModelName modelFullId = ModelName.of(PROJECT_ID, "us-central1", MODEL_ID);
ListModelEvaluationsRequest modelEvaluationsrequest = ListModelEvaluationsRequest.newBuilder().setParent(modelFullId.toString()).build();
ModelEvaluation modelEvaluation = client.listModelEvaluations(modelEvaluationsrequest).getPage().getValues().iterator().next();
modelEvaluationId = modelEvaluation.getName().split("/modelEvaluations/")[1];
}
bout = new ByteArrayOutputStream();
out = new PrintStream(bout);
originalPrintStream = System.out;
System.setOut(out);
}
use of com.google.cloud.automl.v1.ListModelEvaluationsRequest in project java-automl by googleapis.
the class ListModelEvaluations method listModelEvaluations.
// List model evaluations
static void listModelEvaluations(String projectId, String modelId) 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.
ModelName modelFullId = ModelName.of(projectId, "us-central1", modelId);
ListModelEvaluationsRequest modelEvaluationsrequest = ListModelEvaluationsRequest.newBuilder().setParent(modelFullId.toString()).build();
// List all the model evaluations in the model by applying filter.
System.out.println("List of model evaluations:");
for (ModelEvaluation modelEvaluation : client.listModelEvaluations(modelEvaluationsrequest).iterateAll()) {
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());
System.out.format("Tables Model Evaluation Metrics: %s%n", modelEvaluation.getClassificationEvaluationMetrics());
}
}
}
use of com.google.cloud.automl.v1.ListModelEvaluationsRequest 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]");
String filter = "filter-1274492040";
ListModelEvaluationsPagedResponse pagedListResponse = client.listModelEvaluations(parent, filter);
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.assertEquals(filter, actualRequest.getFilter());
Assert.assertTrue(channelProvider.isHeaderSent(ApiClientHeaderProvider.getDefaultApiClientHeaderKey(), GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
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