Examples with ModelEvaluationName com.google.cloud.aiplatform.v1.ModelEvaluationName used on opensource projects

Example 6 with ModelEvaluationName

use of com.google.cloud.aiplatform.v1.ModelEvaluationName in project java-aiplatform by googleapis.

the class ListModelEvaluationSliceSample method listModelEvaluationSliceSample.

static void listModelEvaluationSliceSample(String project, String modelId, String evaluationId) throws IOException {
    ModelServiceSettings modelServiceSettings = ModelServiceSettings.newBuilder().setEndpoint("us-central1-aiplatform.googleapis.com:443").build();
    // the "close" method on the client to safely clean up any remaining background resources.
    try (ModelServiceClient modelServiceClient = ModelServiceClient.create(modelServiceSettings)) {
        String location = "us-central1";
        ModelEvaluationName modelEvaluationName = ModelEvaluationName.of(project, location, modelId, evaluationId);
        for (ModelEvaluationSlice modelEvaluationSlice : modelServiceClient.listModelEvaluationSlices(modelEvaluationName).iterateAll()) {
            System.out.format("Model Evaluation Slice Name: %s\n", modelEvaluationSlice.getName());
            System.out.format("Metrics Schema Uri: %s\n", modelEvaluationSlice.getMetricsSchemaUri());
            System.out.format("Metrics: %s\n", modelEvaluationSlice.getMetrics());
            System.out.format("Create Time: %s\n", modelEvaluationSlice.getCreateTime());
            Slice slice = modelEvaluationSlice.getSlice();
            System.out.format("Slice Dimensions: %s\n", slice.getDimension());
            System.out.format("Slice Value: %s\n\n", slice.getValue());
        }
    }
}

Example 7 with ModelEvaluationName

use of com.google.cloud.aiplatform.v1.ModelEvaluationName in project java-aiplatform by googleapis.

the class GetModelEvaluationImageClassificationSample method getModelEvaluationImageClassificationSample.

static void getModelEvaluationImageClassificationSample(String project, String modelId, String evaluationId) throws IOException {
    ModelServiceSettings modelServiceSettings = ModelServiceSettings.newBuilder().setEndpoint("us-central1-aiplatform.googleapis.com:443").build();
    // the "close" method on the client to safely clean up any remaining background resources.
    try (ModelServiceClient modelServiceClient = ModelServiceClient.create(modelServiceSettings)) {
        String location = "us-central1";
        ModelEvaluationName modelEvaluationName = ModelEvaluationName.of(project, location, modelId, evaluationId);
        ModelEvaluation modelEvaluation = modelServiceClient.getModelEvaluation(modelEvaluationName);
        System.out.println("Get Model Evaluation Image Classification Response");
        System.out.format("Model Name: %s\n", modelEvaluation.getName());
        System.out.format("Metrics Schema Uri: %s\n", modelEvaluation.getMetricsSchemaUri());
        System.out.format("Metrics: %s\n", modelEvaluation.getMetrics());
        System.out.format("Create Time: %s\n", modelEvaluation.getCreateTime());
        System.out.format("Slice Dimensions: %s\n", modelEvaluation.getSliceDimensionsList());
    }
}

Example 8 with ModelEvaluationName

use of com.google.cloud.aiplatform.v1.ModelEvaluationName in project java-aiplatform by googleapis.

the class GetModelEvaluationTabularClassificationSample method getModelEvaluationTabularClassification.

static void getModelEvaluationTabularClassification(String project, String modelId, String evaluationId) throws IOException {
    ModelServiceSettings modelServiceSettings = ModelServiceSettings.newBuilder().setEndpoint("us-central1-aiplatform.googleapis.com:443").build();
    // the "close" method on the client to safely clean up any remaining background resources.
    try (ModelServiceClient modelServiceClient = ModelServiceClient.create(modelServiceSettings)) {
        String location = "us-central1";
        ModelEvaluationName modelEvaluationName = ModelEvaluationName.of(project, location, modelId, evaluationId);
        ModelEvaluation modelEvaluation = modelServiceClient.getModelEvaluation(modelEvaluationName);
        System.out.println("Get Model Evaluation Tabular Classification Response");
        System.out.format("\tName: %s\n", modelEvaluation.getName());
        System.out.format("\tMetrics Schema Uri: %s\n", modelEvaluation.getMetricsSchemaUri());
        System.out.format("\tMetrics: %s\n", modelEvaluation.getMetrics());
        System.out.format("\tCreate Time: %s\n", modelEvaluation.getCreateTime());
        System.out.format("\tSlice Dimensions: %s\n", modelEvaluation.getSliceDimensionsList());
    }
}

Example 9 with ModelEvaluationName

use of com.google.cloud.aiplatform.v1.ModelEvaluationName in project java-aiplatform by googleapis.

the class GetModelEvaluationTabularRegressionSample method getModelEvaluationTabularRegression.

static void getModelEvaluationTabularRegression(String project, String modelId, String evaluationId) throws IOException {
    ModelServiceSettings modelServiceSettings = ModelServiceSettings.newBuilder().setEndpoint("us-central1-aiplatform.googleapis.com:443").build();
    // the "close" method on the client to safely clean up any remaining background resources.
    try (ModelServiceClient modelServiceClient = ModelServiceClient.create(modelServiceSettings)) {
        String location = "us-central1";
        ModelEvaluationName modelEvaluationName = ModelEvaluationName.of(project, location, modelId, evaluationId);
        ModelEvaluation modelEvaluation = modelServiceClient.getModelEvaluation(modelEvaluationName);
        System.out.println("Get Model Evaluation Tabular Regression Response");
        System.out.format("\tName: %s\n", modelEvaluation.getName());
        System.out.format("\tMetrics Schema Uri: %s\n", modelEvaluation.getMetricsSchemaUri());
        System.out.format("\tMetrics: %s\n", modelEvaluation.getMetrics());
        System.out.format("\tCreate Time: %s\n", modelEvaluation.getCreateTime());
        System.out.format("\tSlice Dimensions: %s\n", modelEvaluation.getSliceDimensionsList());
    }
}

Example 10 with ModelEvaluationName

use of com.google.cloud.aiplatform.v1.ModelEvaluationName 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_language_sentiment_analysis_get_model_evaluation]
        // [END automl_language_text_classification_get_model_evaluation]
        // [END automl_translate_get_model_evaluation]
        // [END automl_vision_classification_get_model_evaluation]
        // [END automl_vision_object_detection_get_model_evaluation]
        System.out.format("Entity Extraction Model Evaluation Metrics: %s\n", modelEvaluation.getTextExtractionEvaluationMetrics());
        // [END automl_language_entity_extraction_get_model_evaluation]
        // [START automl_language_sentiment_analysis_get_model_evaluation]
        System.out.format("Sentiment Analysis Model Evaluation Metrics: %s\n", modelEvaluation.getTextSentimentEvaluationMetrics());
        // [END automl_language_sentiment_analysis_get_model_evaluation]
        // [START automl_language_text_classification_get_model_evaluation]
        // [START automl_vision_classification_get_model_evaluation]
        System.out.format("Classification Model Evaluation Metrics: %s\n", modelEvaluation.getClassificationEvaluationMetrics());
        // [END automl_language_text_classification_get_model_evaluation]
        // [END automl_vision_classification_get_model_evaluation]
        // [START automl_translate_get_model_evaluation]
        System.out.format("Translate Model Evaluation Metrics: %s\n", modelEvaluation.getTranslationEvaluationMetrics());
        // [END automl_translate_get_model_evaluation]
        // [START automl_vision_object_detection_get_model_evaluation]
        System.out.format("Object Detection Model Evaluation Metrics: %s\n", modelEvaluation.getImageObjectDetectionEvaluationMetrics());
    // [START automl_language_entity_extraction_get_model_evaluation]
    // [START automl_language_sentiment_analysis_get_model_evaluation]
    // [START automl_language_text_classification_get_model_evaluation]
    // [START automl_translate_get_model_evaluation]
    // [START automl_vision_classification_get_model_evaluation]
    }
}