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This issue is mentioned in readme.md/implementation-notes. The problem is - binary log doesn't have information about whether column is unsigned or not and so there is no way for mysql-binlog-connector-java to do the conversion automatically. You'll have to read the column definition (using something similar to #24 (comment)) and do the conversion yourself.
example SQL:
in binlog, we can see such statement:
when we use WriteRowsEventData.getRows, we get the negative numers, not the real value.
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