> The (current) behavior has the potential for "wrong results" for systems > that used parquet-rs to read parquet if for files where there are actually > nulls but the null_count field is not set (parquet-rs will report there are > 0 nulls).
>From my perspective, if arrow-rs can guarantee that "when statistics exist but the num_nulls not exist, it means null_count == 0", we can detect the writer like [1]. It's a bit hacking but it works [1] https://github.com/apache/parquet-java/blob/d4384d3f2e7703fab6363fd9cd80a001e9561db2/parquet-column/src/main/java/org/apache/parquet/CorruptStatistics.java#L66 Best, Xuwei Andrew Lamb <andrewlam...@gmail.com> 于2024年8月16日周五 17:42写道： > Thank you Xuwei, > > Regarding parquet-rs and writing null_counts, I believe the current > behavior (not writing null_count where there are exactly 0 nulls) is a bug > and I made a PR to align the behavior with what the C/C++ and Java writers > do in [1]. > > The current behavior I think means that parquet files written by parquet-rs > won't have null_count set and thus reading them from other systems may not > be as fast as if those systems knew there were no nulls. > > Applications that use parquet-rs to read parquet_files and interpret the > null_count will need to be changed after the upgrade to explicitly continue > the old behavior of "treat no null_count as 0" which is also documented > now. > > The (current) behavior has the potential for "wrong results" for systems > that used parquet-rs to read parquet if for files where there are actually > nulls but the null_count field is not set (parquet-rs will report there are > 0 nulls). However we haven't had any bug reports and none of the open > source writers write the statistics struct without also writing > null_counts. > > Hope that help, > andrew > > > > > [1]: https://github.com/apache/arrow-rs/pull/6257 > > On Fri, Aug 16, 2024 at 1:47 AM wish maple <maplewish...@gmail.com> wrote: > > > Currently in our Parquet format, we have multiple null_count and > > distinct_count: > > > > 1. Statistics::null_count, which is an optional null-count > > 2. ColumnIndex::null_counts, which is similar to Statistics::null_count, > > but storing > > in page index > > 3. DataPageHeaderV2::num_nulls, which means "null values count" in a data > > page > > 4. Statistics::distinct_count, which is an optional distinct-count > > > > I've checked the implementation in Parquet-C++, Parquet-Java and > > parquet-rs, for > > null-count: > > On writer side: > > * Parquet-Java and Parquet-C++ would always write null_count, even > > if the null_count is 0 or the column is a non-nullable column > > * Parquet-rs would not write null_count if null count is 0 previously. > This > > is likely to be > > fixed in [1] > > > > The column-index would be similar. > > > > On reader side: > > * Parquet-java requires `null_count` to be set, otherwise it would regard > > the statistics as > > "might contains null or not" [2] > > * Parquet-rs regard `num_nulls > 0` as has_nulls, and don't check the > > existence of null > > [3]. The same properties is `num_nulls >= 0` in parquet-java [4] > > > > For num_nulls, I suggest: > > 1. Writer side should better write num_nulls / null_count even when > > num_nulls is > > 0 or column is not nullable > > 2. Reader should distinguish whether the null-count is set or not. When > > reading a > > file from parquet-rs. We can convert num-nulls = 0 when it's not set? > > > > distinct_count is more weird in this. I‘ve checked this and find there're > > merely > > implementations that use this. So I wonder > > 1. Would this be exact? > > 2. Is there any use-cases for this? > > > > [1] https://github.com/apache/arrow-rs/issues/6256 > > [2] > > > > > https://github.com/apache/parquet-java/blob/d4384d3f2e7703fab6363fd9cd80a001e9561db2/parquet-hadoop/src/main/java/org/apache/parquet/filter2/statisticslevel/StatisticsFilter.java#L93 > > [3] > > > > > https://github.com/apache/arrow-rs/blob/042d725888358c73cd2a0d58868ea5c4bad778f7/parquet/src/file/statistics.rs#L401 > > [4] > > > > > https://github.com/apache/parquet-java/blob/master/parquet-column/src/main/java/org/apache/parquet/column/statistics/Statistics.java#L532 > > > > Best, > > Xuwei Fu > > >
