Add new beta samples for Video Intelligence Streaming with an AutoML …

video/beta/pom.xml

@@ -40,7 +40,7 @@
     <dependency>
       <groupId>com.google.cloud</groupId>
       <artifactId>google-cloud-video-intelligence</artifactId>
-      <version>0.101.0-beta</version>
+      <version>0.106.0-beta</version>
     </dependency>
     <dependency>
       <groupId>com.google.cloud</groupId>

video/beta/src/main/java/com/example/video/StreamingAutoMlClassification.java

@@ -0,0 +1,117 @@
+/*
+ * 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 com.example.video;
+
+// [START video_streaming_automl_classification_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.StreamingAutomlClassificationConfig;
+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 java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.util.Arrays;
+
+class StreamingAutoMlClassification {
+
+  // Perform streaming video classification with an AutoML Model
+  static void streamingAutoMlClassification(String filePath, String projectId, String modelId) {
+    // String filePath = "path_to_your_video_file";
+    // String projectId = "YOUR_GCP_PROJECT_ID";
+    // String modelId = "YOUR_AUTO_ML_CLASSIFICATION_MODEL_ID";
+
+    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);
+
+      StreamingAutomlClassificationConfig streamingAutomlClassificationConfig =
+              StreamingAutomlClassificationConfig.newBuilder()
+                      .setModelName(modelPath)
+                      .build();
+
+      StreamingVideoConfig streamingVideoConfig = StreamingVideoConfig.newBuilder()
+              .setFeature(StreamingFeature.STREAMING_AUTOML_CLASSIFICATION)
+              .setAutomlClassificationConfig(streamingAutomlClassificationConfig)
+              .build();
+
+      BidiStream<StreamingAnnotateVideoRequest, StreamingAnnotateVideoResponse> call =
+              client.streamingAnnotateVideoCallable().call();
+
+      // The first request must **only** contain the audio configuration:
+      call.send(
+              StreamingAnnotateVideoRequest.newBuilder()
+                      .setVideoConfig(streamingVideoConfig)
+                      .build());
+
+      // Subsequent requests must **only** contain the audio 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("%fs: %s (%f)\n", offset, entity, confidence);
+        }
+      }
+    } catch (Exception e) {
+      e.printStackTrace();
+    }
+  }
+}
+// [END video_streaming_automl_classification_beta]

video/beta/src/main/java/com/example/video/TextDetection.java

@@ -63,7 +63,7 @@ public static VideoAnnotationResults detectText(String filePath) throws Exceptio
 
       System.out.println("Waiting for operation to complete...");
       // The first result is retrieved because a single video was processed.
-      AnnotateVideoResponse response = future.get(300, TimeUnit.SECONDS);
+      AnnotateVideoResponse response = future.get(600, TimeUnit.SECONDS);
       VideoAnnotationResults results = response.getAnnotationResults(0);
 
       // Get only the first annotation for demo purposes.
@@ -123,7 +123,7 @@ public static VideoAnnotationResults detectTextGcs(String gcsUri) throws Excepti
 
       System.out.println("Waiting for operation to complete...");
       // The first result is retrieved because a single video was processed.
-      AnnotateVideoResponse response = future.get(300, TimeUnit.SECONDS);
+      AnnotateVideoResponse response = future.get(600, TimeUnit.SECONDS);
       VideoAnnotationResults results = response.getAnnotationResults(0);
 
       // Get only the first annotation for demo purposes.

video/beta/src/main/java/com/example/video/TrackObjects.java

@@ -63,7 +63,7 @@ public static VideoAnnotationResults trackObjects(String filePath) throws Except
 
       System.out.println("Waiting for operation to complete...");
       // The first result is retrieved because a single video was processed.
-      AnnotateVideoResponse response = future.get(300, TimeUnit.SECONDS);
+      AnnotateVideoResponse response = future.get(600, TimeUnit.SECONDS);
       VideoAnnotationResults results = response.getAnnotationResults(0);
 
       // Get only the first annotation for demo purposes.

video/beta/src/test/java/com/example/video/StreamingAutoMlClassificationIT.java

@@ -0,0 +1,67 @@
+/*
+ * 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 com.example.video;
+
+import static com.google.common.truth.Truth.assertThat;
+
+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 StreamingAutoMlClassification}.
+ */
+@RunWith(JUnit4.class)
+@SuppressWarnings("checkstyle:abbreviationaswordinname")
+public class StreamingAutoMlClassificationIT {
+
+  private static String PROJECT_ID = "779844219229"; // System.getenv().get("GOOGLE_CLOUD_PROJECT");
+  private static String MODEL_ID = "VCN6455760532254228480";
+
+  private ByteArrayOutputStream bout;
+  private PrintStream out;
+
+  @Before
+  public void setUp() {
+    bout = new ByteArrayOutputStream();
+    out = new PrintStream(bout);
+    System.setOut(out);
+  }
+
+  @After
+  public void tearDown() {
+    System.setOut(null);
+  }
+
+  @Test
+  public void testStreamingAutoMlClassification() {
+    StreamingAutoMlClassification.streamingAutoMlClassification(
+            "resources/cat.mp4",
+            PROJECT_ID,
+            MODEL_ID);
+    String got = bout.toString();
+
+    assertThat(got).contains("brush_hair");
+  }
+}