feat(samples): add remaining featurestore api samples (#974)

* Added Featurestore Samples * feat(samples): add remaining featurestore api samples (googleapis#945) * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * feat(samples): update all featurestore samples * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com> Co-authored-by: Alice <65933803+alicejli@users.noreply.github.com>
GoogleCloudPlatform · Jul 11, 2022 · 43255aa · 43255aa
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diff --git a/aiplatform/snippets/src/main/java/aiplatform/CreateFeaturestoreFixedNodesSample.java b/aiplatform/snippets/src/main/java/aiplatform/CreateFeaturestoreFixedNodesSample.java
@@ -0,0 +1,95 @@
+/*
+ * Copyright 2022 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.
+ *
+ *
+ * Create a featurestore resource to contain entity types and features. See
+ * https://cloud.google.com/vertex-ai/docs/featurestore/setup before running
+ * the code snippet
+ */
+
+package aiplatform;
+
+// [START aiplatform_create_featurestore_fixed_nodes_sample]
+
+import com.google.api.gax.longrunning.OperationFuture;
+import com.google.cloud.aiplatform.v1beta1.CreateFeaturestoreOperationMetadata;
+import com.google.cloud.aiplatform.v1beta1.CreateFeaturestoreRequest;
+import com.google.cloud.aiplatform.v1beta1.Featurestore;
+import com.google.cloud.aiplatform.v1beta1.Featurestore.OnlineServingConfig;
+import com.google.cloud.aiplatform.v1beta1.FeaturestoreServiceClient;
+import com.google.cloud.aiplatform.v1beta1.FeaturestoreServiceSettings;
+import com.google.cloud.aiplatform.v1beta1.LocationName;
+import java.io.IOException;
+import java.util.concurrent.ExecutionException;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.TimeoutException;
+
+public class CreateFeaturestoreFixedNodesSample {
+
+  public static void main(String[] args)
+      throws IOException, InterruptedException, ExecutionException, TimeoutException {
+    // TODO(developer): Replace these variables before running the sample.
+    String project = "YOUR_PROJECT_ID";
+    String featurestoreId = "YOUR_FEATURESTORE_ID";
+    int fixedNodeCount = 1;
+    String location = "us-central1";
+    String endpoint = "us-central1-aiplatform.googleapis.com:443";
+    int timeout = 900;
+    createFeaturestoreFixedNodesSample(
+        project, featurestoreId, fixedNodeCount, location, endpoint, timeout);
+  }
+
+  static void createFeaturestoreFixedNodesSample(
+      String project,
+      String featurestoreId,
+      int fixedNodeCount,
+      String location,
+      String endpoint,
+      int timeout)
+      throws IOException, InterruptedException, ExecutionException, TimeoutException {
+
+    FeaturestoreServiceSettings featurestoreServiceSettings =
+        FeaturestoreServiceSettings.newBuilder().setEndpoint(endpoint).build();
+
+    // Initialize client that will be used to send requests. This client only needs to be created
+    // once, and can be reused for multiple requests. After completing all of your requests, call
+    // the "close" method on the client to safely clean up any remaining background resources.
+    try (FeaturestoreServiceClient featurestoreServiceClient =
+        FeaturestoreServiceClient.create(featurestoreServiceSettings)) {
+
+      OnlineServingConfig.Builder builderValue =
+          OnlineServingConfig.newBuilder().setFixedNodeCount(fixedNodeCount);
+      Featurestore featurestore =
+          Featurestore.newBuilder().setOnlineServingConfig(builderValue).build();
+
+      CreateFeaturestoreRequest createFeaturestoreRequest =
+          CreateFeaturestoreRequest.newBuilder()
+              .setParent(LocationName.of(project, location).toString())
+              .setFeaturestore(featurestore)
+              .setFeaturestoreId(featurestoreId)
+              .build();
+
+      OperationFuture<Featurestore, CreateFeaturestoreOperationMetadata> featurestoreFuture =
+          featurestoreServiceClient.createFeaturestoreAsync(createFeaturestoreRequest);
+      System.out.format(
+          "Operation name: %s%n", featurestoreFuture.getInitialFuture().get().getName());
+      System.out.println("Waiting for operation to finish...");
+      Featurestore featurestoreResponse = featurestoreFuture.get(timeout, TimeUnit.SECONDS);
+      System.out.println("Create Featurestore Response");
+      System.out.format("Name: %s%n", featurestoreResponse.getName());
+    }
+  }
+}
+// [END aiplatform_create_featurestore_fixed_nodes_sample]
diff --git a/aiplatform/snippets/src/main/java/aiplatform/GetFeaturestoreSample.java b/aiplatform/snippets/src/main/java/aiplatform/GetFeaturestoreSample.java
@@ -0,0 +1,67 @@
+/*
+ * Copyright 2022 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.
+ *
+ *
+ * Gets details of a single featurestore. See
+ * https://cloud.google.com/vertex-ai/docs/featurestore/setup before running
+ * the code snippet
+ */
+
+package aiplatform;
+
+// [START aiplatform_get_featurestore_sample]
+
+import com.google.cloud.aiplatform.v1beta1.Featurestore;
+import com.google.cloud.aiplatform.v1beta1.FeaturestoreName;
+import com.google.cloud.aiplatform.v1beta1.FeaturestoreServiceClient;
+import com.google.cloud.aiplatform.v1beta1.FeaturestoreServiceSettings;
+import com.google.cloud.aiplatform.v1beta1.GetFeaturestoreRequest;
+import java.io.IOException;
+
+public class GetFeaturestoreSample {
+
+  public static void main(String[] args) throws IOException {
+    // TODO(developer): Replace these variables before running the sample.
+    String project = "YOUR_PROJECT_ID";
+    String featurestoreId = "YOUR_FEATURESTORE_ID";
+    String location = "us-central1";
+    String endpoint = "us-central1-aiplatform.googleapis.com:443";
+    getFeaturestoreSample(project, featurestoreId, location, endpoint);
+  }
+
+  static void getFeaturestoreSample(
+      String project, String featurestoreId, String location, String endpoint) throws IOException {
+
+    FeaturestoreServiceSettings featurestoreServiceSettings =
+        FeaturestoreServiceSettings.newBuilder().setEndpoint(endpoint).build();
+
+    // Initialize client that will be used to send requests. This client only needs to be created
+    // once, and can be reused for multiple requests. After completing all of your requests, call
+    // the "close" method on the client to safely clean up any remaining background resources.
+    try (FeaturestoreServiceClient featurestoreServiceClient =
+        FeaturestoreServiceClient.create(featurestoreServiceSettings)) {
+
+      GetFeaturestoreRequest getFeaturestoreRequest =
+          GetFeaturestoreRequest.newBuilder()
+              .setName(FeaturestoreName.of(project, location, featurestoreId).toString())
+              .build();
+
+      Featurestore featurestore = featurestoreServiceClient.getFeaturestore(getFeaturestoreRequest);
+      System.out.println("Get Featurestore Response");
+      System.out.println(featurestore);
+    }
+  }
+}
+// [END aiplatform_get_featurestore_sample]
diff --git a/aiplatform/snippets/src/main/java/aiplatform/ListFeaturestoresAsyncSample.java b/aiplatform/snippets/src/main/java/aiplatform/ListFeaturestoresAsyncSample.java
@@ -0,0 +1,78 @@
+/*
+ * Copyright 2022 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.
+ *
+ *
+ * List available featurestore details. See
+ * https://cloud.google.com/vertex-ai/docs/featurestore/setup before running
+ * the code snippet
+ */
+
+package aiplatform;
+
+// [START aiplatform_list_featurestores_async_sample]
+
+import com.google.cloud.aiplatform.v1.Featurestore;
+import com.google.cloud.aiplatform.v1.FeaturestoreServiceClient;
+import com.google.cloud.aiplatform.v1.FeaturestoreServiceSettings;
+import com.google.cloud.aiplatform.v1.ListFeaturestoresRequest;
+import com.google.cloud.aiplatform.v1.ListFeaturestoresResponse;
+import com.google.cloud.aiplatform.v1.LocationName;
+import com.google.common.base.Strings;
+import java.io.IOException;
+
+public class ListFeaturestoresAsyncSample {
+
+  public static void main(String[] args) throws IOException {
+    // TODO(developer): Replace these variables before running the sample.
+    String project = "YOUR_PROJECT_ID";
+    String location = "us-central1";
+    String endpoint = "us-central1-aiplatform.googleapis.com:443";
+    listFeaturestoresAsyncSample(project, location, endpoint);
+  }
+
+  static void listFeaturestoresAsyncSample(String project, String location, String endpoint)
+      throws IOException {
+    FeaturestoreServiceSettings featurestoreServiceSettings =
+        FeaturestoreServiceSettings.newBuilder().setEndpoint(endpoint).build();
+
+    // Initialize client that will be used to send requests. This client only needs to be created
+    // once, and can be reused for multiple requests. After completing all of your requests, call
+    // the "close" method on the client to safely clean up any remaining background resources.
+    try (FeaturestoreServiceClient featurestoreServiceClient =
+        FeaturestoreServiceClient.create(featurestoreServiceSettings)) {
+
+      ListFeaturestoresRequest listFeaturestoresRequest =
+          ListFeaturestoresRequest.newBuilder()
+              .setParent(LocationName.of(project, location).toString())
+              .build();
+      System.out.println("List Featurestores Async Response");
+      while (true) {
+        ListFeaturestoresResponse listFeaturestoresResponse =
+            featurestoreServiceClient.listFeaturestoresCallable().call(listFeaturestoresRequest);
+        for (Featurestore element : listFeaturestoresResponse.getFeaturestoresList()) {
+          System.out.println(element);
+        }
+        String nextPageToken = listFeaturestoresResponse.getNextPageToken();
+        if (!Strings.isNullOrEmpty(nextPageToken)) {
+          listFeaturestoresRequest =
+              listFeaturestoresRequest.toBuilder().setPageToken(nextPageToken).build();
+        } else {
+          break;
+        }
+      }
+    }
+  }
+}
+// [END aiplatform_list_featurestores_async_sample]
diff --git a/aiplatform/snippets/src/main/java/aiplatform/ListFeaturestoresSample.java b/aiplatform/snippets/src/main/java/aiplatform/ListFeaturestoresSample.java
@@ -0,0 +1,67 @@
+/*
+ * Copyright 2022 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.
+ *
+ *
+ * List available featurestore details. See
+ * https://cloud.google.com/vertex-ai/docs/featurestore/setup before running
+ * the code snippet
+ */
+
+package aiplatform;
+
+// [START aiplatform_list_featurestores_sample]
+
+import com.google.cloud.aiplatform.v1.Featurestore;
+import com.google.cloud.aiplatform.v1.FeaturestoreServiceClient;
+import com.google.cloud.aiplatform.v1.FeaturestoreServiceSettings;
+import com.google.cloud.aiplatform.v1.ListFeaturestoresRequest;
+import com.google.cloud.aiplatform.v1.LocationName;
+import java.io.IOException;
+
+public class ListFeaturestoresSample {
+
+  public static void main(String[] args) throws IOException {
+    // TODO(developer): Replace these variables before running the sample.
+    String project = "YOUR_PROJECT_ID";
+    String location = "us-central1";
+    String endpoint = "us-central1-aiplatform.googleapis.com:443";
+    listFeaturestoresSample(project, location, endpoint);
+  }
+
+  static void listFeaturestoresSample(String project, String location, String endpoint)
+      throws IOException {
+    FeaturestoreServiceSettings featurestoreServiceSettings =
+        FeaturestoreServiceSettings.newBuilder().setEndpoint(endpoint).build();
+
+    // Initialize client that will be used to send requests. This client only needs to be created
+    // once, and can be reused for multiple requests. After completing all of your requests, call
+    // the "close" method on the client to safely clean up any remaining background resources.
+    try (FeaturestoreServiceClient featurestoreServiceClient =
+        FeaturestoreServiceClient.create(featurestoreServiceSettings)) {
+
+      ListFeaturestoresRequest listFeaturestoresRequest =
+          ListFeaturestoresRequest.newBuilder()
+              .setParent(LocationName.of(project, location).toString())
+              .build();
+
+      System.out.println("List Featurestores Response");
+      for (Featurestore element :
+          featurestoreServiceClient.listFeaturestores(listFeaturestoresRequest).iterateAll()) {
+        System.out.println(element);
+      }
+    }
+  }
+}
+// [END aiplatform_list_featurestores_sample]