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https://issues.apache.org/jira/browse/STORM-1839?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15394096#comment-15394096
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ASF GitHub Bot commented on STORM-1839:
---------------------------------------

Github user priyank5485 commented on a diff in the pull request:

    https://github.com/apache/storm/pull/1586#discussion_r72292758
  
    --- Diff: 
external/storm-kinesis/src/main/java/org/apache/storm/kinesis/spout/ExponentialBackoffRetrier.java
 ---
    @@ -0,0 +1,164 @@
    +/**
    + * 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.storm.kinesis.spout;
    +
    +import org.slf4j.Logger;
    +import org.slf4j.LoggerFactory;
    +
    +import java.io.Serializable;
    +import java.util.Comparator;
    +import java.util.HashMap;
    +import java.util.Map;
    +import java.util.SortedSet;
    +import java.util.TreeSet;
    +
    +public class ExponentialBackoffRetrier implements 
FailedMessageRetryHandler, Serializable {
    +    private static final Logger LOG = 
LoggerFactory.getLogger(ExponentialBackoffRetrier.class);
    +    // Wait interfal for retrying after first failure
    +    private final Long initialDelayMillis;
    +    // Base for exponential function in seconds for retrying for second, 
third and so on failures
    +    private final Long baseSeconds;
    +    // Maximum number of retries
    +    private final Long maxRetries;
    +    // map to track number of failures for each kinesis message that failed
    +    private Map<KinesisMessageId, Long> failCounts = new HashMap<>();
    +    // map to track next retry time for each kinesis message that failed
    +    private Map<KinesisMessageId, Long> retryTimes = new HashMap<>();
    +    // sorted set of records to be retrued based on retry time. earliest 
retryTime record comes first
    +    private SortedSet<KinesisMessageId> retryMessageSet = new 
TreeSet<>(new RetryTimeComparator());
    --- End diff --
    
    No. Messages are not stored anywhere in ExponentialBackoffRetrier. 
retryTimes is just used to implement the comparator interface that will be used 
by retryMessageSet TreeSet to order the messages on their next retry time. You 
can check out the RetryTimeComparator in this class


> Kinesis Spout
> -------------
>
>                 Key: STORM-1839
>                 URL: https://issues.apache.org/jira/browse/STORM-1839
>             Project: Apache Storm
>          Issue Type: Improvement
>            Reporter: Sriharsha Chintalapani
>            Assignee: Priyank Shah
>
> As Storm is increasingly used in Cloud environments. It will great to have a 
> Kinesis Spout integration in Apache Storm.



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