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Posted to dev@parquet.apache.org by "Wes McKinney (JIRA)" <ji...@apache.org> on 2018/09/30 21:54:00 UTC

[jira] [Resolved] (PARQUET-1369) [Python] Unavailable Parquet column statistics from Spark-generated file

     [ https://issues.apache.org/jira/browse/PARQUET-1369?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Wes McKinney resolved PARQUET-1369.
-----------------------------------
       Resolution: Fixed
    Fix Version/s:     (was: cpp-1.5.0)
                   1.10.1

Issue resolved by pull request 2655
[https://github.com/apache/arrow/pull/2655]

> [Python] Unavailable Parquet column statistics from Spark-generated file
> ------------------------------------------------------------------------
>
>                 Key: PARQUET-1369
>                 URL: https://issues.apache.org/jira/browse/PARQUET-1369
>             Project: Parquet
>          Issue Type: Bug
>          Components: parquet-cpp
>    Affects Versions: cpp-1.4.0
>            Reporter: Robert Gruener
>            Assignee: Robert Gruener
>            Priority: Major
>              Labels: parquet, pull-request-available
>             Fix For: 1.10.1
>
>          Time Spent: 1h 10m
>  Remaining Estimate: 0h
>
> I have a dataset generated by spark which shows it has statistics for the string column when using the java parquet-mr code (shown by using `parquet-tools meta`) however reading from pyarrow shows that the statistics for that column are not set.  I should not the column only has a single value, though it still seems like a problem that pyarrow can't recognize it (it can recognize statistics set for the long and double types).
> See https://github.com/apache/arrow/files/2161147/metadata.zip for file example.
> Pyarrow Code To Check Statistics:
> {code}
> from pyarrow import parquet as pq
> meta = pq.read_metadata('/tmp/metadata.parquet')
> # No Statistics For String Column, prints false and statistics object is None
> print(meta.row_group(0).column(1).is_stats_set)
> {code}
> Example parquet-meta output:
> {code}
> file schema: spark_schema 
> --------------------------------------------------------------------------------
> int:         REQUIRED INT64 R:0 D:0
> string:      OPTIONAL BINARY O:UTF8 R:0 D:1
> float:       REQUIRED DOUBLE R:0 D:0
> row group 1: RC:8333 TS:76031 OFFSET:4 
> --------------------------------------------------------------------------------
> int:          INT64 SNAPPY DO:0 FPO:4 SZ:7793/8181/1.05 VC:8333 ENC:PLAIN_DICTIONARY,BIT_PACKED ST:[min: 0, max: 100, num_nulls: 0]
> string:       BINARY SNAPPY DO:0 FPO:7797 SZ:1146/1139/0.99 VC:8333 ENC:PLAIN_DICTIONARY,BIT_PACKED,RLE ST:[min: hello, max: hello, num_nulls: 4192]
> float:        DOUBLE SNAPPY DO:0 FPO:8943 SZ:66720/66711/1.00 VC:8333 ENC:PLAIN,BIT_PACKED ST:[min: 0.0057611096964338415, max: 99.99811053829232, num_nulls: 0]
> {code}
> I realize the column only has a single value though it still seems like pyarrow should be able to read the statistics set. I made this here and not a JIRA since I wanted to be sure this is actually an issue and there wasnt a ticket already made there (I couldnt find one but I wanted to be sure). Either way I would like to understand why this is



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