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Example 31 with Image

use of com.woorea.openstack.glance.model.v2.Image in project java-docs-samples by GoogleCloudPlatform.

the class ListImages method listImagesByPage.

// [END compute_images_list]
// [START compute_images_list_page]
// Prints a list of all non-deprecated image names available in a given project,
// divided into pages as returned by the Compute Engine API.
public static void listImagesByPage(String project, int pageSize) throws IOException {
    // safely clean up any remaining background resources.
    try (ImagesClient imagesClient = ImagesClient.create()) {
        // Listing only non-deprecated images to reduce the size of the reply.
        ListImagesRequest imagesRequest = ListImagesRequest.newBuilder().setProject(project).setMaxResults(pageSize).setFilter("deprecated.state != DEPRECATED").build();
        // Use the `iteratePages` attribute of returned iterable to have more granular control of
        // iteration over paginated results from the API. Each time you want to access the
        // next page, the library retrieves that page from the API.
        int pageNumber = 1;
        for (ListPage page : imagesClient.list(imagesRequest).iteratePages()) {
            System.out.println("Page Number: " + pageNumber++);
            for (Image image : page.getValues()) {
                System.out.println(image.getName());
            }
        }
    }
}
Also used : ListPage(com.google.cloud.compute.v1.ImagesClient.ListPage) ImagesClient(com.google.cloud.compute.v1.ImagesClient) ListImagesRequest(com.google.cloud.compute.v1.ListImagesRequest) Image(com.google.cloud.compute.v1.Image)

Example 32 with Image

use of com.woorea.openstack.glance.model.v2.Image in project java-docs-samples by GoogleCloudPlatform.

the class CreateWindowsOsImage method createWindowsOsImage.

// Creates a new Windows image from the specified source disk.
public static void createWindowsOsImage(String project, String zone, String sourceDiskName, String imageName, String storageLocation, boolean forceCreate) throws IOException, ExecutionException, InterruptedException, TimeoutException {
    try (ImagesClient imagesClient = ImagesClient.create();
        InstancesClient instancesClient = InstancesClient.create();
        DisksClient disksClient = DisksClient.create()) {
        Disk disk = disksClient.get(project, zone, sourceDiskName);
        // Getting instances where source disk is attached.
        for (String fullInstanceName : disk.getUsersList()) {
            Map<String, String> instanceInfo = parseInstanceName(fullInstanceName);
            Instance instance = instancesClient.get(instanceInfo.get("instanceProjectId"), instanceInfo.get("instanceZone"), instanceInfo.get("instanceName"));
            // Сhecking whether the instances is stopped.
            if (!Arrays.asList("TERMINATED", "STOPPED").contains(instance.getStatus()) && !forceCreate) {
                throw new IllegalStateException(String.format("Instance %s should be stopped. Please stop the instance using GCESysprep command or set forceCreate parameter to true (not recommended). More information here: https://cloud.google.com/compute/docs/instances/windows/creating-windows-os-image#api.", instanceInfo.get("instanceName")));
            }
        }
        if (forceCreate) {
            System.out.println("Warning: forceCreate option compromise the integrity of your image. " + "Stop the instance before you create the image if possible.");
        }
        // Create Image.
        Image image = Image.newBuilder().setName(imageName).setSourceDisk(String.format("/zones/%s/disks/%s", zone, sourceDiskName)).addStorageLocations(storageLocation.isEmpty() ? "" : storageLocation).build();
        InsertImageRequest insertImageRequest = InsertImageRequest.newBuilder().setProject(project).setForceCreate(forceCreate).setImageResource(image).build();
        Operation response = imagesClient.insertAsync(insertImageRequest).get(3, TimeUnit.MINUTES);
        if (response.hasError()) {
            System.out.println("Windows OS Image creation failed ! ! " + response);
            return;
        }
        System.out.println("Image created.");
    }
}
Also used : Instance(com.google.cloud.compute.v1.Instance) InstancesClient(com.google.cloud.compute.v1.InstancesClient) InsertImageRequest(com.google.cloud.compute.v1.InsertImageRequest) Operation(com.google.cloud.compute.v1.Operation) ImagesClient(com.google.cloud.compute.v1.ImagesClient) Image(com.google.cloud.compute.v1.Image) Disk(com.google.cloud.compute.v1.Disk) DisksClient(com.google.cloud.compute.v1.DisksClient)

Example 33 with Image

use of com.woorea.openstack.glance.model.v2.Image in project java-docs-samples by GoogleCloudPlatform.

the class ImageMagick method accept.

// [END functions_imagemagick_setup]
// [START functions_imagemagick_analyze]
@Override
public // Blurs uploaded images that are flagged as Adult or Violence.
void accept(CloudEvent event) {
    // Extract the GCS Event data from the CloudEvent's data payload.
    GcsEvent data = getEventData(event);
    // Validate parameters
    if (data.getBucket() == null || data.getName() == null) {
        logger.severe("Error: Malformed GCS event.");
        return;
    }
    BlobInfo blobInfo = BlobInfo.newBuilder(data.getBucket(), data.getName()).build();
    // Construct URI to GCS bucket and file.
    String gcsPath = String.format("gs://%s/%s", data.getBucket(), data.getName());
    logger.info(String.format("Analyzing %s", data.getName()));
    // Construct request.
    ImageSource imgSource = ImageSource.newBuilder().setImageUri(gcsPath).build();
    Image img = Image.newBuilder().setSource(imgSource).build();
    Feature feature = Feature.newBuilder().setType(Type.SAFE_SEARCH_DETECTION).build();
    AnnotateImageRequest request = AnnotateImageRequest.newBuilder().addFeatures(feature).setImage(img).build();
    List<AnnotateImageRequest> requests = List.of(request);
    // Send request to the Vision API.
    try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) {
        BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests);
        List<AnnotateImageResponse> responses = response.getResponsesList();
        for (AnnotateImageResponse res : responses) {
            if (res.hasError()) {
                logger.info(String.format("Error: %s", res.getError().getMessage()));
                return;
            }
            // Get Safe Search Annotations
            SafeSearchAnnotation annotation = res.getSafeSearchAnnotation();
            if (annotation.getAdultValue() == 5 || annotation.getViolenceValue() == 5) {
                logger.info(String.format("Detected %s as inappropriate.", data.getName()));
                blur(blobInfo);
            } else {
                logger.info(String.format("Detected %s as OK.", data.getName()));
            }
        }
    } catch (IOException e) {
        logger.log(Level.SEVERE, "Error with Vision API: " + e.getMessage(), e);
    }
}
Also used : SafeSearchAnnotation(com.google.cloud.vision.v1.SafeSearchAnnotation) ImageAnnotatorClient(com.google.cloud.vision.v1.ImageAnnotatorClient) BlobInfo(com.google.cloud.storage.BlobInfo) IOException(java.io.IOException) Image(com.google.cloud.vision.v1.Image) Feature(com.google.cloud.vision.v1.Feature) AnnotateImageRequest(com.google.cloud.vision.v1.AnnotateImageRequest) AnnotateImageResponse(com.google.cloud.vision.v1.AnnotateImageResponse) ImageSource(com.google.cloud.vision.v1.ImageSource) GcsEvent(functions.eventpojos.GcsEvent) BatchAnnotateImagesResponse(com.google.cloud.vision.v1.BatchAnnotateImagesResponse)

Example 34 with Image

use of com.woorea.openstack.glance.model.v2.Image in project java-docs-samples by GoogleCloudPlatform.

the class ImageMagick method accept.

// [END functions_imagemagick_setup]
// [START functions_imagemagick_analyze]
@Override
public // Blurs uploaded images that are flagged as Adult or Violence.
void accept(GcsEvent event, Context context) {
    // Validate parameters
    if (event.getBucket() == null || event.getName() == null) {
        logger.severe("Error: Malformed GCS event.");
        return;
    }
    BlobInfo blobInfo = BlobInfo.newBuilder(event.getBucket(), event.getName()).build();
    // Construct URI to GCS bucket and file.
    String gcsPath = String.format("gs://%s/%s", event.getBucket(), event.getName());
    logger.info(String.format("Analyzing %s", event.getName()));
    // Construct request.
    ImageSource imgSource = ImageSource.newBuilder().setImageUri(gcsPath).build();
    Image img = Image.newBuilder().setSource(imgSource).build();
    Feature feature = Feature.newBuilder().setType(Type.SAFE_SEARCH_DETECTION).build();
    AnnotateImageRequest request = AnnotateImageRequest.newBuilder().addFeatures(feature).setImage(img).build();
    List<AnnotateImageRequest> requests = List.of(request);
    // Send request to the Vision API.
    try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) {
        BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests);
        List<AnnotateImageResponse> responses = response.getResponsesList();
        for (AnnotateImageResponse res : responses) {
            if (res.hasError()) {
                logger.info(String.format("Error: %s", res.getError().getMessage()));
                return;
            }
            // Get Safe Search Annotations
            SafeSearchAnnotation annotation = res.getSafeSearchAnnotation();
            if (annotation.getAdultValue() == 5 || annotation.getViolenceValue() == 5) {
                logger.info(String.format("Detected %s as inappropriate.", event.getName()));
                blur(blobInfo);
            } else {
                logger.info(String.format("Detected %s as OK.", event.getName()));
            }
        }
    } catch (IOException e) {
        logger.log(Level.SEVERE, "Error with Vision API: " + e.getMessage(), e);
    }
}
Also used : SafeSearchAnnotation(com.google.cloud.vision.v1.SafeSearchAnnotation) ImageAnnotatorClient(com.google.cloud.vision.v1.ImageAnnotatorClient) BlobInfo(com.google.cloud.storage.BlobInfo) IOException(java.io.IOException) Image(com.google.cloud.vision.v1.Image) Feature(com.google.cloud.vision.v1.Feature) AnnotateImageRequest(com.google.cloud.vision.v1.AnnotateImageRequest) AnnotateImageResponse(com.google.cloud.vision.v1.AnnotateImageResponse) ImageSource(com.google.cloud.vision.v1.ImageSource) BatchAnnotateImagesResponse(com.google.cloud.vision.v1.BatchAnnotateImagesResponse)

Example 35 with Image

use of com.woorea.openstack.glance.model.v2.Image in project java-vision by googleapis.

the class DetectBeta method detectLocalizedObjectsGcs.

// [END vision_localize_objects_beta]
// [START vision_localize_objects_gcs_beta]
/**
 * Detects localized objects in a remote image on Google Cloud Storage.
 *
 * @param gcsPath The path to the remote file on Google Cloud Storage to detect localized objects
 *     on.
 * @param out A {@link PrintStream} to write detected objects to.
 * @throws Exception on errors while closing the client.
 * @throws IOException on Input/Output errors.
 */
public static void detectLocalizedObjectsGcs(String gcsPath, PrintStream out) throws Exception, IOException {
    List<AnnotateImageRequest> requests = new ArrayList<>();
    ImageSource imgSource = ImageSource.newBuilder().setGcsImageUri(gcsPath).build();
    Image img = Image.newBuilder().setSource(imgSource).build();
    AnnotateImageRequest request = AnnotateImageRequest.newBuilder().addFeatures(Feature.newBuilder().setType(Type.OBJECT_LOCALIZATION)).setImage(img).build();
    requests.add(request);
    // Perform the request
    try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) {
        BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests);
        List<AnnotateImageResponse> responses = response.getResponsesList();
        client.close();
        // Display the results
        for (AnnotateImageResponse res : responses) {
            for (LocalizedObjectAnnotation entity : res.getLocalizedObjectAnnotationsList()) {
                out.format("Object name: %s\n", entity.getName());
                out.format("Confidence: %s\n", entity.getScore());
                out.format("Normalized Vertices:\n");
                entity.getBoundingPoly().getNormalizedVerticesList().forEach(vertex -> out.format("- (%s, %s)\n", vertex.getX(), vertex.getY()));
            }
        }
    }
}
Also used : AnnotateImageRequest(com.google.cloud.vision.v1p3beta1.AnnotateImageRequest) ImageAnnotatorClient(com.google.cloud.vision.v1p3beta1.ImageAnnotatorClient) AnnotateImageResponse(com.google.cloud.vision.v1p3beta1.AnnotateImageResponse) ArrayList(java.util.ArrayList) LocalizedObjectAnnotation(com.google.cloud.vision.v1p3beta1.LocalizedObjectAnnotation) ImageSource(com.google.cloud.vision.v1p3beta1.ImageSource) Image(com.google.cloud.vision.v1p3beta1.Image) BatchAnnotateImagesResponse(com.google.cloud.vision.v1p3beta1.BatchAnnotateImagesResponse)

Aggregations

AnnotateImageRequest (com.google.cloud.vision.v1.AnnotateImageRequest)75 Image (com.google.cloud.vision.v1.Image)75 Feature (com.google.cloud.vision.v1.Feature)73 BatchAnnotateImagesResponse (com.google.cloud.vision.v1.BatchAnnotateImagesResponse)72 ImageAnnotatorClient (com.google.cloud.vision.v1.ImageAnnotatorClient)69 ArrayList (java.util.ArrayList)69 AnnotateImageResponse (com.google.cloud.vision.v1.AnnotateImageResponse)66 ByteString (com.google.protobuf.ByteString)52 ImageSource (com.google.cloud.vision.v1.ImageSource)41 FileInputStream (java.io.FileInputStream)32 EntityAnnotation (com.google.cloud.vision.v1.EntityAnnotation)28 WebImage (com.google.cloud.vision.v1.WebDetection.WebImage)26 IOException (java.io.IOException)21 ImageContext (com.google.cloud.vision.v1.ImageContext)14 SafeSearchAnnotation (com.google.cloud.vision.v1.SafeSearchAnnotation)11 WebDetection (com.google.cloud.vision.v1.WebDetection)11 LocationInfo (com.google.cloud.vision.v1.LocationInfo)10 Arrays (java.util.Arrays)10 Image (com.google.cloud.compute.v1.Image)9 ImagesClient (com.google.cloud.compute.v1.ImagesClient)9