Support of GC and S3 storages for registry in Java Feature Server

java/serving/pom.xml

@@ -224,6 +224,31 @@
       <version>1.6.6</version>
     </dependency>
 
+    <dependency>
+      <groupId>com.google.cloud</groupId>
+      <artifactId>google-cloud-storage</artifactId>
+      <version>1.118.0</version>
+    </dependency>
+
+    <dependency>
+      <groupId>com.google.cloud</groupId>
+      <artifactId>google-cloud-nio</artifactId>
+      <version>0.123.10</version>
+      <scope>test</scope>
+    </dependency>
+
+    <dependency>
+      <groupId>com.amazonaws</groupId>
+      <artifactId>aws-java-sdk-s3</artifactId>
+      <version>1.12.110</version>
+    </dependency>
+
+    <dependency>
+      <groupId>com.adobe.testing</groupId>
+      <artifactId>s3mock-testcontainers</artifactId>
+      <version>2.2.3</version>
+      <scope>test</scope>
+    </dependency>
 
     <!--testCompile "io.grpc:grpc-testing:${grpc.version}"-->
     <dependency>
@@ -323,7 +348,7 @@
     <dependency>
       <groupId>org.awaitility</groupId>
       <artifactId>awaitility</artifactId>
-      <version>3.0.0</version>
+      <version>4.1.1</version>
       <scope>test</scope>
     </dependency>
     <dependency>

java/serving/src/main/java/feast/serving/config/FeastProperties.java

@@ -68,6 +68,36 @@ public void setRegistry(final String registry) {
     this.registry = registry;
   }
 
+  private int registryRefreshInterval;
+
+  public int getRegistryRefreshInterval() {
+    return registryRefreshInterval;
+  }
+
+  public void setRegistryRefreshInterval(final int registryRefreshInterval) {
+    this.registryRefreshInterval = registryRefreshInterval;
+  }
+
+  private String gcpProject;
+
+  public String getGcpProject() {
+    return gcpProject;
+  }
+
+  public void setGcpProject(final String gcpProject) {
+    this.gcpProject = gcpProject;
+  }
+
+  private String awsRegion;
+
+  public String getAwsRegion() {
+    return awsRegion;
+  }
+
+  public void setAwsRegion(final String awsRegion) {
+    this.awsRegion = awsRegion;
+  }
+
   private String transformationServiceEndpoint;
 
   public String getTransformationServiceEndpoint() {

java/serving/src/main/java/feast/serving/config/RegistryConfig.java

@@ -0,0 +1,73 @@
+/*
+ * SPDX-License-Identifier: Apache-2.0
+ * Copyright 2018-2021 The Feast Authors
+ *
+ * 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
+ *
+ *     https://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 feast.serving.config;
+
+import com.amazonaws.services.s3.AmazonS3;
+import com.amazonaws.services.s3.AmazonS3ClientBuilder;
+import com.google.cloud.storage.Storage;
+import com.google.cloud.storage.StorageOptions;
+import feast.serving.registry.*;
+import java.net.URI;
+import java.nio.file.Paths;
+import java.util.Optional;
+import org.springframework.context.ApplicationContext;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+import org.springframework.context.annotation.Lazy;
+
+@Configuration
+public class RegistryConfig {
+  @Bean
+  @Lazy
+  Storage googleStorage(FeastProperties feastProperties) {
+    return StorageOptions.newBuilder()
+        .setProjectId(feastProperties.getGcpProject())
+        .build()
+        .getService();
+  }
+
+  @Bean
+  @Lazy
+  AmazonS3 awsStorage(FeastProperties feastProperties) {
+    return AmazonS3ClientBuilder.standard().withRegion(feastProperties.getAwsRegion()).build();
+  }
+
+  @Bean
+  RegistryFile registryFile(FeastProperties feastProperties, ApplicationContext context) {
+
+    String registryPath = feastProperties.getRegistry();
+    Optional<String> scheme = Optional.ofNullable(URI.create(registryPath).getScheme());
+
+    switch (scheme.orElseGet(() -> "")) {
+      case "gs":
+        return new GSRegistryFile(context.getBean(Storage.class), registryPath);
+      case "s3":
+        return new S3RegistryFile(context.getBean(AmazonS3.class), registryPath);
+      case "":
+      case "file":
+        return new LocalRegistryFile(Paths.get(registryPath));
+      default:
+        throw new RuntimeException("Registry storage %s is unsupported");
+    }
+  }
+
+  @Bean
+  RegistryRepository registryRepository(
+      RegistryFile registryFile, FeastProperties feastProperties) {
+    return new RegistryRepository(registryFile, feastProperties.getRegistryRefreshInterval());
+  }
+}

java/serving/src/main/java/feast/serving/config/ServingServiceConfigV2.java

@@ -16,16 +16,13 @@
  */
 package feast.serving.config;
 
-import feast.serving.registry.LocalRegistryRepo;
+import feast.serving.registry.*;
 import feast.serving.service.OnlineServingServiceV2;
 import feast.serving.service.OnlineTransformationService;
 import feast.serving.service.ServingServiceV2;
-import feast.serving.specs.FeatureSpecRetriever;
-import feast.serving.specs.RegistryFeatureSpecRetriever;
 import feast.storage.api.retriever.OnlineRetrieverV2;
 import feast.storage.connectors.redis.retriever.*;
 import io.opentracing.Tracer;
-import java.nio.file.Paths;
 import org.slf4j.Logger;
 import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
@@ -36,7 +33,7 @@ public class ServingServiceConfigV2 {
 
   @Bean
   public ServingServiceV2 registryBasedServingServiceV2(
-      FeastProperties feastProperties, Tracer tracer) {
+      FeastProperties feastProperties, RegistryRepository registryRepository, Tracer tracer) {
     final ServingServiceV2 servingService;
     final FeastProperties.Store store = feastProperties.getActiveStore();
 
@@ -56,23 +53,19 @@ public ServingServiceV2 registryBasedServingServiceV2(
       default:
         throw new RuntimeException(
             String.format(
-                "Unable to identify online store type: %s for Regsitry Backed Serving Service",
+                "Unable to identify online store type: %s for Registry Backed Serving Service",
                 store.getType()));
     }
 
-    final FeatureSpecRetriever featureSpecRetriever;
-    log.info("Created RegistryFeatureSpecRetriever");
     log.info("Working Directory = " + System.getProperty("user.dir"));
-    final LocalRegistryRepo repo = new LocalRegistryRepo(Paths.get(feastProperties.getRegistry()));
-    featureSpecRetriever = new RegistryFeatureSpecRetriever(repo);
 
     final String transformationServiceEndpoint = feastProperties.getTransformationServiceEndpoint();
     final OnlineTransformationService onlineTransformationService =
-        new OnlineTransformationService(transformationServiceEndpoint, featureSpecRetriever);
+        new OnlineTransformationService(transformationServiceEndpoint, registryRepository);
 
     servingService =
         new OnlineServingServiceV2(
-            retrieverV2, tracer, featureSpecRetriever, onlineTransformationService);
+            retrieverV2, tracer, registryRepository, onlineTransformationService);
 
     return servingService;
   }

java/serving/src/main/java/feast/serving/controller/ServingServiceGRpcController.java

@@ -36,7 +36,6 @@
 import net.devh.boot.grpc.server.service.GrpcService;
 import org.slf4j.Logger;
 import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.security.access.AccessDeniedException;
 
 @GrpcService(
     interceptors = {
@@ -89,19 +88,13 @@ public void getOnlineFeaturesV2(
       responseObserver.onNext(onlineFeatures);
       responseObserver.onCompleted();
     } catch (SpecRetrievalException e) {
-      log.error("Failed to retrieve specs in SpecService", e);
+      log.error("Failed to retrieve specs from Registry", e);
       responseObserver.onError(
           Status.NOT_FOUND.withDescription(e.getMessage()).withCause(e).asException());
-    } catch (AccessDeniedException e) {
-      log.info(String.format("User prevented from accessing one of the projects in request"));
-      responseObserver.onError(
-          Status.PERMISSION_DENIED
-              .withDescription(e.getMessage())
-              .withCause(e)
-              .asRuntimeException());
     } catch (Exception e) {
       log.warn("Failed to get Online Features", e);
-      responseObserver.onError(e);
+      responseObserver.onError(
+          Status.INTERNAL.withDescription(e.getMessage()).withCause(e).asRuntimeException());
     }
   }
 }

java/serving/src/main/java/feast/serving/registry/GSRegistryFile.java

@@ -0,0 +1,62 @@
+/*
+ * SPDX-License-Identifier: Apache-2.0
+ * Copyright 2018-2021 The Feast Authors
+ *
+ * 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
+ *
+ *     https://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 feast.serving.registry;
+
+import com.google.cloud.storage.*;
+import com.google.protobuf.InvalidProtocolBufferException;
+import feast.proto.core.RegistryProto;
+import java.util.Optional;
+
+public class GSRegistryFile implements RegistryFile {
+  private Blob blob;
+
+  public GSRegistryFile(Storage storage, String url) {
+    blob = storage.get(BlobId.fromGsUtilUri(url));
+    if (blob == null) {
+      throw new RuntimeException(String.format("Registry file %s was not found", url));
+    }
+  }
+
+  public RegistryProto.Registry getContent() {
+    try {
+      return RegistryProto.Registry.parseFrom(blob.getContent());
+    } catch (InvalidProtocolBufferException e) {
+      throw new RuntimeException(
+          String.format(
+              "Couldn't read remote registry: %s. Error: %s",
+              blob.getBlobId().toGsUtilUri(), e.getMessage()));
+    }
+  }
+
+  public Optional<RegistryProto.Registry> getContentIfModified() {
+    try {
+      this.blob = blob.reload(Blob.BlobSourceOption.generationNotMatch());
+    } catch (StorageException e) {
+      if (e.getCode() == 304) {
+        // Content not modified
+        return Optional.empty();
+      } else {
+        throw new RuntimeException(
+            String.format(
+                "Couldn't read remote registry: %s. Error: %s",
+                blob.getBlobId().toGsUtilUri(), e.getMessage()));
+      }
+    }
+
+    return Optional.of(this.getContent());
+  }
+}

java/serving/src/main/java/feast/serving/registry/LocalRegistryFile.java

@@ -0,0 +1,51 @@
+/*
+ * SPDX-License-Identifier: Apache-2.0
+ * Copyright 2018-2021 The Feast Authors
+ *
+ * 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
+ *
+ *     https://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 feast.serving.registry;
+
+import com.google.protobuf.InvalidProtocolBufferException;
+import feast.proto.core.RegistryProto;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Paths;
+import java.util.Optional;
+
+public class LocalRegistryFile implements RegistryFile {
+  private RegistryProto.Registry cachedRegistry;
+
+  public LocalRegistryFile(String path) {
+    try {
+      cachedRegistry = RegistryProto.Registry.parseFrom(Files.readAllBytes(Paths.get(path)));
+    } catch (InvalidProtocolBufferException e) {
+      throw new RuntimeException(
+          String.format(
+              "Couldn't read local registry: %s. Protobuf is invalid: %s", path, e.getMessage()));
+    } catch (IOException e) {
+      throw new RuntimeException(
+          String.format("Couldn't read local registry file: %s. Error: %s", path, e.getMessage()));
+    }
+  }
+
+  @Override
+  public RegistryProto.Registry getContent() {
+    return this.cachedRegistry;
+  }
+
+  @Override
+  public Optional<RegistryProto.Registry> getContentIfModified() {
+    return Optional.empty();
+  }
+}