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ASF GitHub Bot commented on MAPREDUCE-7446: ------------------------------------------- tomicooler commented on code in PR #5895: URL: https://github.com/apache/hadoop/pull/5895#discussion_r1276203099 ########## hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-core/src/main/java/org/apache/hadoop/mapred/IFile.java: ########## @@ -433,8 +434,11 @@ public boolean nextRawKey(DataInputBuffer key) throws IOException { } public void nextRawValue(DataInputBuffer value) throws IOException { + long targetSizeLong = currentValueLength + (currentValueLength >> 1); Review Comment: This overflows like this. Example: ``` class HelloWorld { public static void main(String[] args) { int currentValueLength = Integer.MAX_VALUE >> 3; final int ARRAY_MAX_SIZE = Integer.MAX_VALUE - 8; for (int i = 0; i < 10; i++) { long targetSizeLong = currentValueLength + (currentValueLength >> 1); int targetSize = (int) Math.min(targetSizeLong, ARRAY_MAX_SIZE); System.out.println("targetSizeLong: " + targetSizeLong + " targetSize: " + targetSize); currentValueLength = targetSize; } } } ``` ``` targetSizeLong: 402653182 targetSize: 402653182 targetSizeLong: 603979773 targetSize: 603979773 targetSizeLong: 905969659 targetSize: 905969659 targetSizeLong: 1358954488 targetSize: 1358954488 targetSizeLong: 2038431732 targetSize: 2038431732 targetSizeLong: -1237319698 targetSize: -1237319698 targetSizeLong: -1855979547 targetSize: -1855979547 targetSizeLong: 1510997975 targetSize: 1510997975 targetSizeLong: -2028470334 targetSize: -2028470334 targetSizeLong: 1252261795 targetSize: 1252261795 ``` Fix: ``` long targetSizeLong = currentValueLength + (long)(currentValueLength >> 1); ``` With the fix (casting the second part to `long`): ``` targetSizeLong: 402653182 targetSize: 402653182 targetSizeLong: 603979773 targetSize: 603979773 targetSizeLong: 905969659 targetSize: 905969659 targetSizeLong: 1358954488 targetSize: 1358954488 targetSizeLong: 2038431732 targetSize: 2038431732 targetSizeLong: 3057647598 targetSize: 2147483639 targetSizeLong: 3221225458 targetSize: 2147483639 targetSizeLong: 3221225458 targetSize: 2147483639 targetSizeLong: 3221225458 targetSize: 2147483639 targetSizeLong: 3221225458 targetSize: 2147483639 ``` BTW allocating 2.14 GB at once, probably will fail anyway. > NegativeArraySizeException when running MR jobs with large data size > -------------------------------------------------------------------- > > Key: MAPREDUCE-7446 > URL: https://issues.apache.org/jira/browse/MAPREDUCE-7446 > Project: Hadoop Map/Reduce > Issue Type: Bug > Reporter: Peter Szucs > Assignee: Peter Szucs > Priority: Major > Labels: pull-request-available > > We are using bit shifting to double the byte array in IFile's > [nextRawValue|https://github.infra.cloudera.com/CDH/hadoop/blob/bef14a39c7616e3b9f437a6fb24fc7a55a676b57/hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-core/src/main/java/org/apache/hadoop/mapred/IFile.java#L437] > method to store the byte values in it. With large dataset it can easily > happen that we shift the leftmost bit when we are calculating the size of the > array, which can lead to a negative number as the array size, causing the > NegativeArraySizeException. > It would be safer to expand the backing array with a 1.5x factor, and have a > check not to extend Integer's max value during that. -- This message was sent by Atlassian Jira (v8.20.10#820010) --------------------------------------------------------------------- To unsubscribe, e-mail: mapreduce-issues-unsubscr...@hadoop.apache.org For additional commands, e-mail: mapreduce-issues-h...@hadoop.apache.org