use of com.google.cloud.compute.v1.Image in project java-docs-samples by GoogleCloudPlatform.
the class CreateInstancesAdvanced method createFromPublicImage.
// [END compute_instances_create_from_image]
// [END compute_instances_create_from_custom_image]
// [END compute_instances_create_from_image_plus_empty_disk]
// [END compute_instances_create_from_snapshot]
// [END compute_instances_create_from_image_plus_snapshot_disk]
// [END compute_instances_create_with_subnet]
// [START compute_instances_create_from_image]
/**
* Create a new VM instance with Debian 10 operating system.
*
* @param project project ID or project number of the Cloud project you want to use.
* @param zone name of the zone to create the instance in. For example: "us-west3-b"
* @param instanceName name of the new virtual machine (VM) instance.
* @return Instance object.
*/
public static Instance createFromPublicImage(String project, String zone, String instanceName) throws IOException, InterruptedException, ExecutionException {
try (ImagesClient imagesClient = ImagesClient.create()) {
// List of public operating system (OS) images: https://cloud.google.com/compute/docs/images/os-details
Image image = imagesClient.getFromFamily("debian-cloud", "debian-10");
String diskType = String.format("zones/%s/diskTypes/pd-standard", zone);
Vector<AttachedDisk> disks = new Vector<>();
disks.add(diskFromImage(diskType, 10, true, image.getSelfLink()));
return createWithDisks(project, zone, instanceName, disks, "n1-standard-1", "global/networks/default", null);
}
}
use of com.google.cloud.compute.v1.Image in project java-docs-samples by GoogleCloudPlatform.
the class CreateInstancesAdvanced method createWithAdditionalDisk.
// [END compute_instances_create_from_custom_image]
// [START compute_instances_create_from_image_plus_empty_disk]
/**
* Create a new VM instance with Debian 10 operating system and a 11 GB additional empty disk.
*
* @param project project ID or project number of the Cloud project you want to use.
* @param zone name of the zone to create the instance in. For example: "us-west3-b"
* @param instanceName name of the new virtual machine (VM) instance.
* @return Instance object.
*/
public static Instance createWithAdditionalDisk(String project, String zone, String instanceName) throws IOException, InterruptedException, ExecutionException {
try (ImagesClient imagesClient = ImagesClient.create()) {
// List of public operating system (OS) images: https://cloud.google.com/compute/docs/images/os-details
Image image = imagesClient.getFromFamily("debian-cloud", "debian-10");
String diskType = String.format("zones/%s/diskTypes/pd-standard", zone);
Vector<AttachedDisk> disks = new Vector<>();
disks.add(diskFromImage(diskType, 10, true, image.getSelfLink()));
disks.add(emptyDisk(diskType, 11));
return createWithDisks(project, zone, instanceName, disks, "n1-standard-1", "global/networks/default", null);
}
}
use of com.google.cloud.compute.v1.Image in project java-docs-samples by GoogleCloudPlatform.
the class CreateInstancesAdvanced method createWithSnapshottedDataDisk.
// [END compute_instances_create_from_snapshot]
// [START compute_instances_create_from_image_plus_snapshot_disk]
/**
* Create a new VM instance with Debian 10 operating system and data disk created from snapshot.
*
* @param project project ID or project number of the Cloud project you want to use.
* @param zone name of the zone to create the instance in. For example: "us-west3-b"
* @param instanceName name of the new virtual machine (VM) instance.
* @param snapshotName link to the snapshot you want to use as the source of your data disk in the
* form of: "projects/{project_name}/global/snapshots/{snapshot_name}"
* @return Instance object.
*/
public static Instance createWithSnapshottedDataDisk(String project, String zone, String instanceName, String snapshotName) throws IOException, InterruptedException, ExecutionException {
try (ImagesClient imagesClient = ImagesClient.create()) {
// List of public operating system (OS) images: https://cloud.google.com/compute/docs/images/os-details
Image image = imagesClient.getFromFamily("debian-cloud", "debian-10");
String diskType = String.format("zones/%s/diskTypes/pd-standard", zone);
Vector<AttachedDisk> disks = new Vector<>();
disks.add(diskFromImage(diskType, 10, true, image.getSelfLink()));
disks.add(diskFromSnapshot(diskType, 11, false, snapshotName));
return createWithDisks(project, zone, instanceName, disks, "n1-standard-1", "global/networks/default", null);
}
}
use of com.google.cloud.compute.v1.Image in project java-docs-samples by GoogleCloudPlatform.
the class OcrProcessImage method detectText.
// [END functions_ocr_process]
// [START functions_ocr_detect]
private void detectText(String bucket, String filename) {
logger.info("Looking for text in image " + filename);
List<AnnotateImageRequest> visionRequests = new ArrayList<>();
String gcsPath = String.format("gs://%s/%s", bucket, filename);
ImageSource imgSource = ImageSource.newBuilder().setGcsImageUri(gcsPath).build();
Image img = Image.newBuilder().setSource(imgSource).build();
Feature textFeature = Feature.newBuilder().setType(Feature.Type.TEXT_DETECTION).build();
AnnotateImageRequest visionRequest = AnnotateImageRequest.newBuilder().addFeatures(textFeature).setImage(img).build();
visionRequests.add(visionRequest);
// Detect text in an image using the Cloud Vision API
AnnotateImageResponse visionResponse;
try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) {
visionResponse = client.batchAnnotateImages(visionRequests).getResponses(0);
if (visionResponse == null || !visionResponse.hasFullTextAnnotation()) {
logger.info(String.format("Image %s contains no text", filename));
return;
}
if (visionResponse.hasError()) {
// Log error
logger.log(Level.SEVERE, "Error in vision API call: " + visionResponse.getError().getMessage());
return;
}
} catch (IOException e) {
// Log error (since IOException cannot be thrown by a Cloud Function)
logger.log(Level.SEVERE, "Error detecting text: " + e.getMessage(), e);
return;
}
String text = visionResponse.getFullTextAnnotation().getText();
logger.info("Extracted text from image: " + text);
// Detect language using the Cloud Translation API
DetectLanguageRequest languageRequest = DetectLanguageRequest.newBuilder().setParent(LOCATION_NAME).setMimeType("text/plain").setContent(text).build();
DetectLanguageResponse languageResponse;
try (TranslationServiceClient client = TranslationServiceClient.create()) {
languageResponse = client.detectLanguage(languageRequest);
} catch (IOException e) {
// Log error (since IOException cannot be thrown by a function)
logger.log(Level.SEVERE, "Error detecting language: " + e.getMessage(), e);
return;
}
if (languageResponse.getLanguagesCount() == 0) {
logger.info("No languages were detected for text: " + text);
return;
}
String languageCode = languageResponse.getLanguages(0).getLanguageCode();
logger.info(String.format("Detected language %s for file %s", languageCode, filename));
// Send a Pub/Sub translation request for every language we're going to translate to
for (String targetLanguage : TO_LANGS) {
logger.info("Sending translation request for language " + targetLanguage);
OcrTranslateApiMessage message = new OcrTranslateApiMessage(text, filename, targetLanguage);
ByteString byteStr = ByteString.copyFrom(message.toPubsubData());
PubsubMessage pubsubApiMessage = PubsubMessage.newBuilder().setData(byteStr).build();
try {
publisher.publish(pubsubApiMessage).get();
} catch (InterruptedException | ExecutionException e) {
// Log error
logger.log(Level.SEVERE, "Error publishing translation request: " + e.getMessage(), e);
return;
}
}
}
use of com.google.cloud.compute.v1.Image in project java-docs-samples by GoogleCloudPlatform.
the class ImageMagick method blurOffensiveImages.
// [END run_imageproc_handler_setup]
// [END cloudrun_imageproc_handler_setup]
// [START cloudrun_imageproc_handler_analyze]
// [START run_imageproc_handler_analyze]
// Blurs uploaded images that are flagged as Adult or Violence.
public static void blurOffensiveImages(JsonObject data) {
String fileName = data.get("name").getAsString();
String bucketName = data.get("bucket").getAsString();
BlobInfo blobInfo = BlobInfo.newBuilder(bucketName, fileName).build();
// Construct URI to GCS bucket and file.
String gcsPath = String.format("gs://%s/%s", bucketName, fileName);
System.out.println(String.format("Analyzing %s", fileName));
// Construct request.
List<AnnotateImageRequest> requests = new ArrayList<>();
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();
requests.add(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()) {
System.out.println(String.format("Error: %s\n", res.getError().getMessage()));
return;
}
// Get Safe Search Annotations
SafeSearchAnnotation annotation = res.getSafeSearchAnnotation();
if (annotation.getAdultValue() == 5 || annotation.getViolenceValue() == 5) {
System.out.println(String.format("Detected %s as inappropriate.", fileName));
blur(blobInfo);
} else {
System.out.println(String.format("Detected %s as OK.", fileName));
}
}
} catch (Exception e) {
System.out.println(String.format("Error with Vision API: %s", e.getMessage()));
}
}
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