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https://issues.apache.org/jira/browse/FLINK-9423?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16493607#comment-16493607
 ] 

ASF GitHub Bot commented on FLINK-9423:
---------------------------------------

Github user tillrohrmann commented on a diff in the pull request:

    https://github.com/apache/flink/pull/6062#discussion_r191436243
  
    --- Diff: 
flink-streaming-java/src/main/java/org/apache/flink/streaming/api/operators/TimerHeapInternalTimer.java
 ---
    @@ -0,0 +1,246 @@
    +/*
    + * 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.streaming.api.operators;
    +
    +import org.apache.flink.annotation.Internal;
    +import org.apache.flink.api.common.typeutils.CompatibilityResult;
    +import org.apache.flink.api.common.typeutils.TypeSerializer;
    +import org.apache.flink.api.common.typeutils.TypeSerializerConfigSnapshot;
    +import org.apache.flink.api.common.typeutils.base.LongSerializer;
    +import org.apache.flink.core.memory.DataInputView;
    +import org.apache.flink.core.memory.DataOutputView;
    +
    +import java.io.IOException;
    +
    +/**
    + * Implementation of {@link InternalTimer} for the {@link 
InternalTimerHeap}.
    + *
    + * @param <K> Type of the keys to which timers are scoped.
    + * @param <N> Type of the namespace to which timers are scoped.
    + */
    +@Internal
    +public final class TimerHeapInternalTimer<K, N> implements 
InternalTimer<K, N> {
    +
    +   /** The index that indicates that a tracked internal timer is not 
tracked. */
    +   private static final int NOT_MANAGED_BY_TIMER_QUEUE_INDEX = 
Integer.MIN_VALUE;
    +
    +   private final long timestamp;
    +
    +   private final K key;
    +
    +   private final N namespace;
    +
    +   /**
    +    * This field holds the current physical index of this timer when it is 
managed by a timer heap so that we can
    +    * support fast deletes.
    +    */
    +   private transient int timerHeapIndex;
    --- End diff --
    
    `TimerHeapInternalTimer` is non serializable. Thus, the `transient` keyword 
should not be needed.


> Implement efficient deletes for heap based timer service
> --------------------------------------------------------
>
>                 Key: FLINK-9423
>                 URL: https://issues.apache.org/jira/browse/FLINK-9423
>             Project: Flink
>          Issue Type: Improvement
>          Components: Streaming
>    Affects Versions: 1.5.0
>            Reporter: Stefan Richter
>            Assignee: Stefan Richter
>            Priority: Major
>             Fix For: 1.6.0
>
>
> The current data structures in the `HeapInternalTimerService` are not able to 
> support efficient timer deletes, the complexity is currently O\(n\), where n 
> is the number of registered timers.
>  
> We can keep track of timer's positions in the priority queue and (in 
> combination with the already existing set/map) have a more efficient 
> algorithm for deletes.



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