Zoltan Ivanfi created PARQUET-1225:
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Summary: NaN values may lead to incorrect filtering under certain
circumstances
Key: PARQUET-1225
URL: https://issues.apache.org/jira/browse/PARQUET-1225
Project: Parquet
Issue Type: Task
Components: parquet-cpp
Reporter: Zoltan Ivanfi
_This JIRA describes a generic problem with floating point comparisons that
*most probably* affects parquet-cpp. It is known to affect Impala and by taking
a quick look at the parquet-cpp code it seems to affect parquet-cpp as well,
but it has not yet been confirmed in practice._
For comparing float and double values for min/max stats, parquet-cpp uses the
C++ less-than operator (<) that return false for comparisons involving a NaN.
This means that while garthering statistics, if a NaN is the smallest value
encountered so far (which happens to be the case after reading the first value
if that value is NaN), no other value can ever replace it, since < will always
be false. On the other hand, if NaN is not the first value, it won't affect the
min value. So the min value depends on the order of elements.
If looking for specific values while reading back the data, the NaN value may
lead to row groups being incorrectly discarded in spite of having matching
rows. For details, please see the Imapala bug IMPALA-6527.
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