Fix null pointer exception in Dataflow Runner due to unserializable b…

…ackoff

core/src/main/java/feast/core/service/SpecService.java

@@ -143,8 +143,8 @@ public GetFeatureSetResponse getFeatureSet(GetFeatureSetRequest request) {
    * possible if a project name is not set explicitly
    *
    * <p>The version field can be one of - '*' - This will match all versions - 'latest' - This will
-   * match the latest feature set version - '&lt;number&gt;' - This will match a specific feature set
-   * version. This property can only be set if both the feature set name and project name are
+   * match the latest feature set version - '&lt;number&gt;' - This will match a specific feature
+   * set version. This property can only be set if both the feature set name and project name are
    * explicitly set.
    *
    * @param filter filter containing the desired featureSet name and version filter

core/src/main/java/feast/core/util/PackageUtil.java

@@ -44,9 +44,9 @@ public class PackageUtil {
    * points to the resource location. Note that the extraction process can take several minutes to
    * complete.
    *
-   * <p>One use case of this function is to detect the class path of resources to stage when
-   * using Dataflow runner. The resource URL however is in "jar:file:" format, which cannot be
-   * handled by default in Apache Beam.
+   * <p>One use case of this function is to detect the class path of resources to stage when using
+   * Dataflow runner. The resource URL however is in "jar:file:" format, which cannot be handled by
+   * default in Apache Beam.
    *
    * <pre>
    * <code>

ingestion/src/main/java/feast/ingestion/transform/WriteToStore.java

@@ -89,15 +89,14 @@ public PDone expand(PCollection<FeatureRow> input) {
     switch (storeType) {
       case REDIS:
         RedisConfig redisConfig = getStore().getRedisConfig();
-        PCollection<FailedElement> redisWriteResult = input
-            .apply(
-                "FeatureRowToRedisMutation",
-                ParDo.of(new FeatureRowToRedisMutationDoFn(getFeatureSets())))
-            .apply(
-                "WriteRedisMutationToRedis",
-                RedisCustomIO.write(redisConfig));
+        PCollection<FailedElement> redisWriteResult =
+            input
+                .apply(
+                    "FeatureRowToRedisMutation",
+                    ParDo.of(new FeatureRowToRedisMutationDoFn(getFeatureSets())))
+                .apply("WriteRedisMutationToRedis", RedisCustomIO.write(redisConfig));
         if (options.getDeadLetterTableSpec() != null) {
-            redisWriteResult.apply(
+          redisWriteResult.apply(
               WriteFailedElementToBigQuery.newBuilder()
                   .setTableSpec(options.getDeadLetterTableSpec())
                   .setJsonSchema(ResourceUtil.getDeadletterTableSchemaJson())

ingestion/src/main/java/feast/ingestion/transform/fn/ValidateFeatureRowDoFn.java

@@ -24,10 +24,8 @@
 import feast.types.FieldProto;
 import feast.types.ValueProto.Value.ValCase;
 import java.util.ArrayList;
-import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
-import java.util.Set;
 import org.apache.beam.sdk.transforms.DoFn;
 import org.apache.beam.sdk.values.TupleTag;
 
@@ -111,10 +109,7 @@ public void processElement(ProcessContext context) {
       }
       context.output(getFailureTag(), failedElement.build());
     } else {
-      featureRow = featureRow.toBuilder()
-                    .clearFields()
-                    .addAllFields(fields)
-                    .build();
+      featureRow = featureRow.toBuilder().clearFields().addAllFields(fields).build();
       context.output(getSuccessTag(), featureRow);
     }
   }

ingestion/src/main/java/feast/retry/BackOffExecutor.java

@@ -1,38 +1,58 @@
+/*
+ * SPDX-License-Identifier: Apache-2.0
+ * Copyright 2018-2020 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.retry;
 
+import java.io.Serializable;
 import org.apache.beam.sdk.util.BackOff;
 import org.apache.beam.sdk.util.BackOffUtils;
 import org.apache.beam.sdk.util.FluentBackoff;
 import org.apache.beam.sdk.util.Sleeper;
 import org.joda.time.Duration;
 
-import java.io.IOException;
-import java.io.Serializable;
-
 public class BackOffExecutor implements Serializable {
 
-    private static FluentBackoff backoff;
+  private final Integer maxRetries;
+  private final Duration initialBackOff;
 
-    public BackOffExecutor(Integer maxRetries, Duration initialBackOff) {
-        backoff = FluentBackoff.DEFAULT
-                .withMaxRetries(maxRetries)
-                .withInitialBackoff(initialBackOff);
-    }
+  public BackOffExecutor(Integer maxRetries, Duration initialBackOff) {
+    this.maxRetries = maxRetries;
+    this.initialBackOff = initialBackOff;
+  }
+
+  public void execute(Retriable retriable) throws Exception {
+    FluentBackoff backoff =
+        FluentBackoff.DEFAULT.withMaxRetries(maxRetries).withInitialBackoff(initialBackOff);
+    execute(retriable, backoff);
+  }
 
-    public void execute(Retriable retriable) throws Exception {
-        Sleeper sleeper = Sleeper.DEFAULT;
-        BackOff backOff = backoff.backoff();
-        while(true) {
-            try {
-                retriable.execute();
-                break;
-            } catch (Exception e) {
-                if(retriable.isExceptionRetriable(e) && BackOffUtils.next(sleeper, backOff)) {
-                    retriable.cleanUpAfterFailure();
-                } else {
-                    throw e;
-                }
-            }
+  private void execute(Retriable retriable, FluentBackoff backoff) throws Exception {
+    Sleeper sleeper = Sleeper.DEFAULT;
+    BackOff backOff = backoff.backoff();
+    while (true) {
+      try {
+        retriable.execute();
+        break;
+      } catch (Exception e) {
+        if (retriable.isExceptionRetriable(e) && BackOffUtils.next(sleeper, backOff)) {
+          retriable.cleanUpAfterFailure();
+        } else {
+          throw e;
         }
+      }
     }
+  }
 }

ingestion/src/main/java/feast/retry/Retriable.java

@@ -1,7 +1,25 @@
+/*
+ * SPDX-License-Identifier: Apache-2.0
+ * Copyright 2018-2020 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.retry;
 
 public interface Retriable {
-    void execute();
-    Boolean isExceptionRetriable(Exception e);
-    void cleanUpAfterFailure();
+  void execute();
+
+  Boolean isExceptionRetriable(Exception e);
+
+  void cleanUpAfterFailure();
 }

ingestion/src/main/java/feast/store/serving/redis/RedisCustomIO.java

@@ -20,6 +20,9 @@
 import feast.ingestion.values.FailedElement;
 import feast.retry.BackOffExecutor;
 import feast.retry.Retriable;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
 import org.apache.avro.reflect.Nullable;
 import org.apache.beam.sdk.coders.AvroCoder;
 import org.apache.beam.sdk.coders.DefaultCoder;
@@ -38,10 +41,6 @@
 import redis.clients.jedis.Response;
 import redis.clients.jedis.exceptions.JedisConnectionException;
 
-import java.io.IOException;
-import java.util.ArrayList;
-import java.util.List;
-
 public class RedisCustomIO {
 
   private static final int DEFAULT_BATCH_SIZE = 1000;
@@ -164,7 +163,8 @@ public void setScore(@Nullable Long score) {
   }
 
   /** ServingStoreWrite data to a Redis server. */
-  public static class Write extends PTransform<PCollection<RedisMutation>, PCollection<FailedElement>> {
+  public static class Write
+      extends PTransform<PCollection<RedisMutation>, PCollection<FailedElement>> {
 
     private WriteDoFn dofn;
 
@@ -202,9 +202,10 @@ public static class WriteDoFn extends DoFn<RedisMutation, FailedElement> {
       WriteDoFn(StoreProto.Store.RedisConfig redisConfig) {
         this.host = redisConfig.getHost();
         this.port = redisConfig.getPort();
-        long backoffMs = redisConfig.getInitialBackoffMs() > 0 ? redisConfig.getInitialBackoffMs() : 1;
-        this.backOffExecutor = new BackOffExecutor(redisConfig.getMaxRetries(),
-                Duration.millis(backoffMs));
+        long backoffMs =
+            redisConfig.getInitialBackoffMs() > 0 ? redisConfig.getInitialBackoffMs() : 1;
+        this.backOffExecutor =
+            new BackOffExecutor(redisConfig.getMaxRetries(), Duration.millis(backoffMs));
       }
 
       public WriteDoFn withBatchSize(int batchSize) {
@@ -233,47 +234,50 @@ public void startBundle() {
       }
 
       private void executeBatch() throws Exception {
-        backOffExecutor.execute(new Retriable() {
-          @Override
-          public void execute() {
-            pipeline.multi();
-            mutations.forEach(mutation -> {
-              writeRecord(mutation);
-              if (mutation.getExpiryMillis() != null && mutation.getExpiryMillis() > 0) {
-                pipeline.pexpire(mutation.getKey(), mutation.getExpiryMillis());
+        backOffExecutor.execute(
+            new Retriable() {
+              @Override
+              public void execute() {
+                pipeline.multi();
+                mutations.forEach(
+                    mutation -> {
+                      writeRecord(mutation);
+                      if (mutation.getExpiryMillis() != null && mutation.getExpiryMillis() > 0) {
+                        pipeline.pexpire(mutation.getKey(), mutation.getExpiryMillis());
+                      }
+                    });
+                pipeline.exec();
+                pipeline.sync();
+                mutations.clear();
               }
-            });
-            pipeline.exec();
-            pipeline.sync();
-            mutations.clear();
-          }
 
-          @Override
-          public Boolean isExceptionRetriable(Exception e) {
-            return e instanceof JedisConnectionException;
-          }
+              @Override
+              public Boolean isExceptionRetriable(Exception e) {
+                return e instanceof JedisConnectionException;
+              }
 
-          @Override
-          public void cleanUpAfterFailure() {
-            try {
-              pipeline.close();
-            } catch (IOException e) {
-              log.error(String.format("Error while closing pipeline: %s", e.getMessage()));
-            }
-            jedis = new Jedis(host, port, timeout);
-            pipeline = jedis.pipelined();
-          }
-        });
+              @Override
+              public void cleanUpAfterFailure() {
+                try {
+                  pipeline.close();
+                } catch (IOException e) {
+                  log.error(String.format("Error while closing pipeline: %s", e.getMessage()));
+                }
+                jedis = new Jedis(host, port, timeout);
+                pipeline = jedis.pipelined();
+              }
+            });
       }
 
-      private FailedElement toFailedElement(RedisMutation mutation, Exception exception, String jobName) {
+      private FailedElement toFailedElement(
+          RedisMutation mutation, Exception exception, String jobName) {
         return FailedElement.newBuilder()
-          .setJobName(jobName)
-          .setTransformName("RedisCustomIO")
-          .setPayload(mutation.getValue().toString())
-          .setErrorMessage(exception.getMessage())
-          .setStackTrace(ExceptionUtils.getStackTrace(exception))
-          .build();
+            .setJobName(jobName)
+            .setTransformName("RedisCustomIO")
+            .setPayload(mutation.getValue().toString())
+            .setErrorMessage(exception.getMessage())
+            .setStackTrace(ExceptionUtils.getStackTrace(exception))
+            .build();
       }
 
       @ProcessElement
@@ -284,11 +288,12 @@ public void processElement(ProcessContext context) {
           try {
             executeBatch();
           } catch (Exception e) {
-            mutations.forEach(failedMutation -> {
-              FailedElement failedElement = toFailedElement(
-                failedMutation, e, context.getPipelineOptions().getJobName());
-              context.output(failedElement);
-            });
+            mutations.forEach(
+                failedMutation -> {
+                  FailedElement failedElement =
+                      toFailedElement(failedMutation, e, context.getPipelineOptions().getJobName());
+                  context.output(failedElement);
+                });
             mutations.clear();
           }
         }
@@ -315,16 +320,18 @@ private Response<?> writeRecord(RedisMutation mutation) {
       }
 
       @FinishBundle
-      public void finishBundle(FinishBundleContext context) throws IOException, InterruptedException {
-        if(mutations.size() > 0) {
+      public void finishBundle(FinishBundleContext context)
+          throws IOException, InterruptedException {
+        if (mutations.size() > 0) {
           try {
             executeBatch();
           } catch (Exception e) {
-            mutations.forEach(failedMutation -> {
-              FailedElement failedElement = toFailedElement(
-                failedMutation, e, context.getPipelineOptions().getJobName());
-              context.output(failedElement, Instant.now(), GlobalWindow.INSTANCE);
-            });
+            mutations.forEach(
+                failedMutation -> {
+                  FailedElement failedElement =
+                      toFailedElement(failedMutation, e, context.getPipelineOptions().getJobName());
+                  context.output(failedElement, Instant.now(), GlobalWindow.INSTANCE);
+                });
             mutations.clear();
           }
         }

ingestion/src/test/java/feast/ingestion/transform/ValidateFeatureRowsTest.java

@@ -180,12 +180,14 @@ public void shouldExcludeUnregisteredFields() {
 
     FeatureRow randomRow = TestUtil.createRandomFeatureRow(fs1);
     expected.add(randomRow);
-    input.add(randomRow.toBuilder()
-        .addFields(Field.newBuilder()
-          .setName("extra")
-          .setValue(Value.newBuilder().setStringVal("hello")))
-        .build()
-    );
+    input.add(
+        randomRow
+            .toBuilder()
+            .addFields(
+                Field.newBuilder()
+                    .setName("extra")
+                    .setValue(Value.newBuilder().setStringVal("hello")))
+            .build());
 
     PCollectionTuple output =
         p.apply(Create.of(input))