diff --git a/samples/snippets/src/main/java/beta/video/StreamingAutoMlActionRecognition.java b/samples/snippets/src/main/java/beta/video/StreamingAutoMlActionRecognition.java new file mode 100644 index 000000000..c06ff324c --- /dev/null +++ b/samples/snippets/src/main/java/beta/video/StreamingAutoMlActionRecognition.java @@ -0,0 +1,114 @@ +/* + * Copyright 2019 Google LLC + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package beta.video; + +// [START video_streaming_automl_action_recognition_beta] + +import com.google.api.gax.rpc.BidiStream; +import com.google.cloud.videointelligence.v1p3beta1.LabelAnnotation; +import com.google.cloud.videointelligence.v1p3beta1.LabelFrame; +import com.google.cloud.videointelligence.v1p3beta1.StreamingAnnotateVideoRequest; +import com.google.cloud.videointelligence.v1p3beta1.StreamingAnnotateVideoResponse; +import com.google.cloud.videointelligence.v1p3beta1.StreamingAutomlActionRecognitionConfig; +import com.google.cloud.videointelligence.v1p3beta1.StreamingFeature; +import com.google.cloud.videointelligence.v1p3beta1.StreamingVideoAnnotationResults; +import com.google.cloud.videointelligence.v1p3beta1.StreamingVideoConfig; +import com.google.cloud.videointelligence.v1p3beta1.StreamingVideoIntelligenceServiceClient; +import com.google.protobuf.ByteString; +import io.grpc.StatusRuntimeException; +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.Arrays; +import java.util.concurrent.TimeoutException; + +class StreamingAutoMlActionRecognition { + + // Perform streaming video action recognition + static void streamingAutoMlActionRecognition(String filePath, String projectId, String modelId) + throws IOException, TimeoutException, StatusRuntimeException { + + try (StreamingVideoIntelligenceServiceClient client = + StreamingVideoIntelligenceServiceClient.create()) { + + Path path = Paths.get(filePath); + byte[] data = Files.readAllBytes(path); + // Set the chunk size to 5MB (recommended less than 10MB). + int chunkSize = 5 * 1024 * 1024; + int numChunks = (int) Math.ceil((double) data.length / chunkSize); + + String modelPath = + String.format("projects/%s/locations/us-central1/models/%s", projectId, modelId); + + System.out.println(modelPath); + + StreamingAutomlActionRecognitionConfig streamingAutomlActionRecognitionConfig = + StreamingAutomlActionRecognitionConfig.newBuilder().setModelName(modelPath).build(); + + StreamingVideoConfig streamingVideoConfig = + StreamingVideoConfig.newBuilder() + .setFeature(StreamingFeature.STREAMING_AUTOML_ACTION_RECOGNITION) + .setAutomlActionRecognitionConfig(streamingAutomlActionRecognitionConfig) + .build(); + + BidiStream call = + client.streamingAnnotateVideoCallable().call(); + + // The first request must **only** contain the video configuration: + call.send( + StreamingAnnotateVideoRequest.newBuilder().setVideoConfig(streamingVideoConfig).build()); + + // Subsequent requests must **only** contain the video data. + // Send the requests in chunks + for (int i = 0; i < numChunks; i++) { + call.send( + StreamingAnnotateVideoRequest.newBuilder() + .setInputContent( + ByteString.copyFrom( + Arrays.copyOfRange(data, i * chunkSize, i * chunkSize + chunkSize))) + .build()); + } + + // Tell the service you are done sending data + call.closeSend(); + + for (StreamingAnnotateVideoResponse response : call) { + if (response.hasError()) { + System.out.println(response.getError().getMessage()); + break; + } + + StreamingVideoAnnotationResults annotationResults = response.getAnnotationResults(); + + for (LabelAnnotation annotation : annotationResults.getLabelAnnotationsList()) { + String entity = annotation.getEntity().getDescription(); + + // There is only one frame per annotation + LabelFrame labelFrame = annotation.getFrames(0); + double offset = + labelFrame.getTimeOffset().getSeconds() + labelFrame.getTimeOffset().getNanos() / 1e9; + float confidence = labelFrame.getConfidence(); + + System.out.format("At %fs segment: %s (%f)\n", offset, entity, confidence); + } + } + System.out.println("Video streamed successfully."); + } + } +} +// [END video_streaming_automl_action_recognition_beta] diff --git a/samples/snippets/src/test/java/beta/video/StreamingAutoMlActionRecognitionIT.java b/samples/snippets/src/test/java/beta/video/StreamingAutoMlActionRecognitionIT.java new file mode 100644 index 000000000..b0fd040a5 --- /dev/null +++ b/samples/snippets/src/test/java/beta/video/StreamingAutoMlActionRecognitionIT.java @@ -0,0 +1,80 @@ +/* + * Copyright 2019 Google LLC + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package beta.video; + +import static com.google.common.truth.Truth.assertThat; + +import io.grpc.Status; +import io.grpc.StatusRuntimeException; +import java.io.ByteArrayOutputStream; +import java.io.PrintStream; +import org.junit.After; +import org.junit.Before; +import org.junit.Test; +import org.junit.runner.RunWith; +import org.junit.runners.JUnit4; + +/** Integration (system) tests for {@link StreamingAutoMlActionRecognition}. */ +@RunWith(JUnit4.class) +@SuppressWarnings("checkstyle:abbreviationaswordinname") +public class StreamingAutoMlActionRecognitionIT { + + private static String PROJECT_ID = System.getenv().get("GOOGLE_CLOUD_PROJECT"); + private static String MODEL_ID = "2787930479481847808"; + + private ByteArrayOutputStream bout; + private PrintStream out; + private PrintStream originalPrintStream; + + @Before + public void setUp() { + bout = new ByteArrayOutputStream(); + out = new PrintStream(bout); + originalPrintStream = System.out; + System.setOut(out); + } + + @After + public void tearDown() { + // restores print statements in the original method + System.out.flush(); + System.setOut(originalPrintStream); + } + + @Test + public void testStreamingAutoMlActionRecognition() { + // Bad Gateway sporadically occurs + int tryCount = 0; + int maxTries = 3; + while (tryCount < maxTries) { + try { + StreamingAutoMlActionRecognition.streamingAutoMlActionRecognition( + "resources/cat.mp4", PROJECT_ID, MODEL_ID); + assertThat(bout.toString()).contains("Video streamed successfully."); + + break; + } catch (StatusRuntimeException ex) { + if (ex.getStatus().getCode() == Status.Code.UNAVAILABLE) { + assertThat(ex.getMessage()).contains("Bad Gateway"); + tryCount++; + } + } catch (Exception e) { + e.printStackTrace(); + } + } + } +}