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ASF GitHub Bot commented on FLINK-3599: --------------------------------------- Github user ggevay commented on a diff in the pull request: https://github.com/apache/flink/pull/2211#discussion_r77989471 --- Diff: flink-core/src/main/java/org/apache/flink/api/java/typeutils/runtime/PojoComparatorGenerator.java --- @@ -0,0 +1,207 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you 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 org.apache.flink.api.java.typeutils.runtime; + +import org.apache.flink.api.common.ExecutionConfig; +import org.apache.flink.api.common.typeutils.TypeComparator; +import org.apache.flink.api.common.typeutils.TypeSerializer; +import org.apache.flink.util.InstantiationUtil; + +import java.io.IOException; +import java.lang.reflect.Constructor; +import java.lang.reflect.Field; +import java.util.HashMap; +import java.util.Map; + +import static org.apache.flink.api.java.typeutils.PojoTypeInfo.accessStringForField; + +public final class PojoComparatorGenerator<T> { + private static final String packageName = "org.apache.flink.api.java.typeutils.runtime.generated"; + + private transient Field[] keyFields; + private transient Integer[] keyFieldIds; + private final TypeComparator<Object>[] comparators; --- End diff -- You could use wildcard (`?`) here, instead of `Object`, to avoid the unchecked cast in the ctor. (And then also in `GenTypeComparatorProxy.comparators`, so that you can pass this there without a cast.) > GSoC: Code Generation in Serializers > ------------------------------------ > > Key: FLINK-3599 > URL: https://issues.apache.org/jira/browse/FLINK-3599 > Project: Flink > Issue Type: Improvement > Components: Type Serialization System > Reporter: Márton Balassi > Assignee: Gabor Horvath > Labels: gsoc2016, mentor > > The current implementation of the serializers can be a > performance bottleneck in some scenarios. These performance problems were > also reported on the mailing list recently [1]. > E.g. the PojoSerializer uses reflection for accessing the fields, which is > slow [2]. > For the complete proposal see [3]. > [1] > http://apache-flink-mailing-list-archive.1008284.n3.nabble.com/Tuple-performance-and-the-curious-JIT-compiler-td10666.html > [2] > https://github.com/apache/flink/blob/master/flink-core/src/main/java/org/apache/flink/api/java/typeutils/runtime/PojoSerializer.java#L369 > [3] > https://docs.google.com/document/d/1VC8lCeErx9kI5lCMPiUn625PO0rxR-iKlVqtt3hkVnk -- This message was sent by Atlassian JIRA (v6.3.4#6332)