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From "Tim Armstrong (Code Review)" <ger...@cloudera.org>
Subject [Impala-CR](cdh5-trunk) Inject precision and scale constants for all decimal builtins
Date Tue, 15 Mar 2016 15:10:09 GMT
Tim Armstrong has posted comments on this change.

Change subject: Inject precision and scale constants for all decimal builtins
......................................................................


Patch Set 3:

Perf results look good, there are no regressions and a lot of improvements.


        Report Generated on 2016-03-15
        Run Description: "Base: 274f20d4b28f5fc71ddb5c79850d3e6741a7105b vs Ref: e5f009867baa336e4e4fad6b48494c39004bb84c"

        Cluster Name: UNKNOWN
        Lab Run Info: UNKNOWN
        Impala Version:          impalad version 2.5.0-cdh5.7.0 RELEASE (2016-02-24)
        Baseline Impala Version: impalad version 2.5.0-cdh5.7.0 RELEASE (2016-02-24)

        +--------------------+-----------------------+---------+------------+------------+----------------+
        | Workload           | File Format           | Avg (s) | Delta(Avg) | GeoMean(s) |
Delta(GeoMean) |
        +--------------------+-----------------------+---------+------------+------------+----------------+
        | TARGETED-PERF(_20) | parquet / none / none | 10.10   | -2.07%     | 3.54       |
-3.55%         |
        +--------------------+-----------------------+---------+------------+------------+----------------+

        +--------------------+--------------------------------------------------------+-----------------------+--------+-------------+------------+-----------+----------------+-------------+-------+
        | Workload           | Query                                                  | File
Format           | Avg(s) | Base Avg(s) | Delta(Avg) | StdDev(%) | Base StdDev(%) | Num Clients
| Iters |
        +--------------------+--------------------------------------------------------+-----------------------+--------+-------------+------------+-----------+----------------+-------------+-------+
        | TARGETED-PERF(_20) | PERF_STRING-Q7                                         | parquet
/ none / none | 3.87   | 3.73        |   +3.74%   |   1.51%   |   1.78%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_AGG-Q2                                            | parquet
/ none / none | 3.42   | 3.36        |   +1.95%   |   5.27%   |   1.59%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_topn_bigint                                  | parquet
/ none / none | 6.91   | 6.80        |   +1.64%   |   2.92%   |   0.74%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_AGG-Q6                                            | parquet
/ none / none | 1.39   | 1.38        |   +0.58%   |   1.15%   |   1.53%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_shuffle_join_union_all_with_groupby          | parquet
/ none / none | 20.45  | 20.34       |   +0.55%   |   0.84%   |   0.62%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_STRING-Q1                                         | parquet
/ none / none | 1.64   | 1.64        |   +0.48%   |   1.76%   |   1.57%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_AGG-Q7                                            | parquet
/ none / none | 1.39   | 1.39        |   +0.30%   |   0.88%   |   2.22%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_shuffle_join_one_to_many_string_with_groupby | parquet
/ none / none | 97.85  | 97.80       |   +0.05%   |   0.70%   |   0.52%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_orderby_bigint                               | parquet
/ none / none | 3.20   | 3.20        |   +0.01%   |   2.12%   |   2.42%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_AGG-Q3                                            | parquet
/ none / none | 5.29   | 5.29        |   -0.02%   |   4.37%   |   0.70%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_STRING-Q6                                         | parquet
/ none / none | 4.74   | 4.75        |   -0.09%   |   1.43%   |   1.72%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_orderby_all                                  | parquet
/ none / none | 13.56  | 13.58       |   -0.17%   |   1.33%   |   1.10%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_exchange_shuffle                             | parquet
/ none / none | 36.32  | 36.43       |   -0.30%   |   0.90%   |   1.37%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_top-n_all                                    | parquet
/ none / none | 40.83  | 41.04       |   -0.50%   |   2.46%   |   1.64%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_filter_bigint_non_selective                  | parquet
/ none / none | 1.07   | 1.08        |   -0.62%   |   8.78%   |   0.07%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_STRING-Q3                                         | parquet
/ none / none | 1.86   | 1.88        |   -0.77%   |   2.41%   |   1.69%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_exchange_broadcast                           | parquet
/ none / none | 20.91  | 21.10       |   -0.88%   |   1.76%   |   2.10%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_filter_string_selective                      | parquet
/ none / none | 1.44   | 1.45        |   -1.17%   |   4.89%   |   4.90%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_AGG-Q5                                            | parquet
/ none / none | 2.93   | 2.97        |   -1.26%   |   1.64%   |   2.20%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_filter_string_like                           | parquet
/ none / none | 6.41   | 6.51        |   -1.60%   |   0.88%   |   1.25%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_groupby_bigint_pk                            | parquet
/ none / none | 41.12  | 41.84       |   -1.72%   |   0.64%   |   1.19%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_broadcast_join_3                             | parquet
/ none / none | 3.90   | 3.98        |   -2.08%   |   1.47%   |   2.61%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_groupby_bigint_lowndv                        | parquet
/ none / none | 2.04   | 2.10        |   -2.64%   |   1.67%   |   5.41%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_groupby_decimal_lowndv.test                  | parquet
/ none / none | 2.05   | 2.11        |   -2.91%   |   2.24%   |   3.17%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_LIMIT-Q1                                          | parquet
/ none / none | 0.01   | 0.01        |   -2.94%   |   3.11%   |   5.39%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_groupby_bigint_highndv                       | parquet
/ none / none | 11.11  | 11.48       |   -3.25%   |   1.39%   |   1.29%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_STRING-Q4                                         | parquet
/ none / none | 1.89   | 1.96        |   -3.28%   |   1.53%   |   1.30%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_filter_string_non_selective                  | parquet
/ none / none | 1.57   | 1.64        |   -3.98%   |   4.82%   |   5.64%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_broadcast_join_2                             | parquet
/ none / none | 2.36   | 2.47        |   -4.22%   |   0.95%   |   2.27%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_filter_bigint_selective                      | parquet
/ none / none | 0.93   | 0.98        |   -4.73%   |   0.21%   |   0.13%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_broadcast_join_1                             | parquet
/ none / none | 1.26   | 1.32        |   -5.18%   |   2.37%   |   2.35%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_STRING-Q5                                         | parquet
/ none / none | 2.09   | 2.22        |   -5.89%   |   1.16%   |   1.88%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_STRING-Q2                                         | parquet
/ none / none | 1.73   | 1.84        |   -6.03%   |   1.05%   |   2.07%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_AGG-Q1                                            | parquet
/ none / none | 1.70   | 1.81        |   -6.17%   |   0.36%   |   1.78%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | PERF_AGG-Q4                                            | parquet
/ none / none | 13.68  | 14.69       |   -6.86%   |   2.70%   |   3.26%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_groupby_decimal_highndv                      | parquet
/ none / none | 18.37  | 22.48       |   -18.26%  |   6.83%   |   1.08%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_filter_decimal_non_selective                 | parquet
/ none / none | 1.30   | 1.71        | I -23.59%  |   1.75%   |   2.14%        | 1       
   | 10    |
        | TARGETED-PERF(_20) | primitive_filter_decimal_selective                     | parquet
/ none / none | 1.16   | 1.55        | I -24.68%  |   2.24%   |   1.37%        | 1       
   | 10    |
        +--------------------+--------------------------------------------------------+-----------------------+--------+-------------+------------+-----------+----------------+-------------+-------+

        (I) Improvement: TARGETED-PERF(_20) primitive_filter_decimal_non_selective [parquet
/ none / none] (1.71s -> 1.30s [-23.59%])
        +--------------+------------+----------+----------+------------+-----------+----------+----------+------------+--------+---------+-----------+
        | Operator     | % of Query | Avg      | Base Avg | Delta(Avg) | StdDev(%) | Max 
    | Base Max | Delta(Max) | #Hosts | #Rows   | Est #Rows |
        +--------------+------------+----------+----------+------------+-----------+----------+----------+------------+--------+---------+-----------+
        | 01:AGGREGATE | 29.03%     | 344.76ms | 346.51ms | -0.50%     |   1.76%   | 353.73ms
| 375.53ms | -5.81%     | 1      | 1       | 1         |
        | 00:SCAN HDFS | 64.73%     | 768.78ms | 1.13s    | -31.70%    |   1.55%   | 788.14ms
| 1.16s    | -31.88%    | 1      | 119.99M | 12.00M    |
        +--------------+------------+----------+----------+------------+-----------+----------+----------+------------+--------+---------+-----------+

        (I) Improvement: TARGETED-PERF(_20) primitive_filter_decimal_selective [parquet /
none / none] (1.55s -> 1.16s [-24.68%])
        +--------------+------------+----------+----------+------------+-----------+----------+----------+------------+--------+-------+-----------+
        | Operator     | % of Query | Avg      | Base Avg | Delta(Avg) | StdDev(%) | Max 
    | Base Max | Delta(Max) | #Hosts | #Rows | Est #Rows |
        +--------------+------------+----------+----------+------------+-----------+----------+----------+------------+--------+-------+-----------+
        | 00:SCAN HDFS | 85.43%     | 898.16ms | 1.24s    | -27.33%    |   2.30%   | 932.27ms
| 1.28s    | -26.90%    | 1      | 113   | 12.00M    |
        +--------------+------------+----------+----------+------------+-----------+----------+----------+------------+--------+-------+-----------+

        Significant perf change detected


        Report Generated on 2016-03-15
        Run Description: "Base: 274f20d4b28f5fc71ddb5c79850d3e6741a7105b vs Ref: e5f009867baa336e4e4fad6b48494c39004bb84c"

        Cluster Name: UNKNOWN
        Lab Run Info: UNKNOWN
        Impala Version:          impalad version 2.5.0-cdh5.7.0 RELEASE (2016-02-24)
        Baseline Impala Version: impalad version 2.5.0-cdh5.7.0 RELEASE (2016-02-24)

        +-----------+-----------------------+---------+------------+------------+----------------+
        | Workload  | File Format           | Avg (s) | Delta(Avg) | GeoMean(s) | Delta(GeoMean)
|
        +-----------+-----------------------+---------+------------+------------+----------------+
        | TPCH(_20) | parquet / none / none | 11.75   | -5.41%     | 8.26       | -3.59% 
       |
        +-----------+-----------------------+---------+------------+------------+----------------+

        +-----------+----------+-----------------------+--------+-------------+------------+-----------+----------------+-------------+-------+
        | Workload  | Query    | File Format           | Avg(s) | Base Avg(s) | Delta(Avg)
| StdDev(%) | Base StdDev(%) | Num Clients | Iters |
        +-----------+----------+-----------------------+--------+-------------+------------+-----------+----------------+-------------+-------+
        | TPCH(_20) | TPCH-Q13 | parquet / none / none | 10.76  | 10.20       |   +5.48% 
 |   2.54%   |   1.32%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q11 | parquet / none / none | 2.55   | 2.47        |   +3.50% 
 |   4.85%   |   3.36%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q17 | parquet / none / none | 22.17  | 21.70       |   +2.18% 
 |   0.89%   |   0.52%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q20 | parquet / none / none | 7.38   | 7.22        |   +2.17% 
 |   2.18%   |   1.81%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q7  | parquet / none / none | 18.06  | 17.74       |   +1.80% 
 |   2.22%   |   1.05%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q5  | parquet / none / none | 11.44  | 11.24       |   +1.74% 
 |   2.78%   |   2.18%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q3  | parquet / none / none | 8.08   | 7.99        |   +1.14% 
 |   2.11%   |   1.70%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q12 | parquet / none / none | 4.66   | 4.62        |   +0.98% 
 |   0.80%   |   2.22%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q21 | parquet / none / none | 35.94  | 35.66       |   +0.79% 
 |   1.68%   |   1.16%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q9  | parquet / none / none | 14.83  | 14.85       |   -0.13% 
 |   0.89%   |   1.20%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q2  | parquet / none / none | 3.23   | 3.24        |   -0.44% 
 |   1.88%   |   2.90%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q10 | parquet / none / none | 6.40   | 6.48        |   -1.33% 
 |   2.68%   |   1.93%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q16 | parquet / none / none | 2.13   | 2.16        |   -1.68% 
 |   2.48%   |   1.61%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q22 | parquet / none / none | 3.14   | 3.24        |   -2.83% 
 |   1.25%   |   1.45%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q15 | parquet / none / none | 6.52   | 6.72        |   -2.95% 
 |   3.06%   |   2.07%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q14 | parquet / none / none | 4.13   | 4.27        |   -3.11% 
 |   2.10%   |   1.65%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q8  | parquet / none / none | 6.46   | 6.75        |   -4.27% 
 |   1.15%   |   1.79%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q4  | parquet / none / none | 12.74  | 13.43       |   -5.10% 
 |   2.66%   |   3.13%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q18 | parquet / none / none | 15.68  | 16.63       |   -5.75% 
 |   3.02%   |   3.84%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q6  | parquet / none / none | 3.27   | 3.52        |   -7.21% 
 |   4.19%   |   3.57%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q19 | parquet / none / none | 48.10  | 55.31       |   -13.02%
 |   2.25%   |   1.59%        | 1           | 10    |
        | TPCH(_20) | TPCH-Q1  | parquet / none / none | 10.76  | 17.78       | I -39.49%
 |   2.07%   |   1.63%        | 1           | 10    |
        +-----------+----------+-----------------------+--------+-------------+------------+-----------+----------------+-------------+-------+

        (I) Improvement: TPCH(_20) TPCH-Q1 [parquet / none / none] (17.78s -> 10.76s [-39.49%])
        +--------------+------------+----------+----------+------------+-----------+----------+----------+------------+--------+---------+-----------+
        | Operator     | % of Query | Avg      | Base Avg | Delta(Avg) | StdDev(%) | Max 
    | Base Max | Delta(Max) | #Hosts | #Rows   | Est #Rows |
        +--------------+------------+----------+----------+------------+-----------+----------+----------+------------+--------+---------+-----------+
        | 01:AGGREGATE | 96.99%     | 10.28s   | 17.10s   | -39.90%    |   1.93%   | 10.75s
  | 17.70s   | -39.28%    | 1      | 4       | 6         |
        | 00:SCAN HDFS | 2.24%      | 237.54ms | 227.02ms | +4.64%     |   7.65%   | 280.05ms
| 245.34ms | +14.15%    | 1      | 118.31M | 12.00M    |
        +--------------+------------+----------+----------+------------+-----------+----------+----------+------------+--------+---------+-----------+

        Significant perf change detected

        Report Generated on 2016-03-15
        Run Description: "Base: 274f20d4b28f5fc71ddb5c79850d3e6741a7105b vs Ref: e5f009867baa336e4e4fad6b48494c39004bb84c"

        Cluster Name: UNKNOWN
        Lab Run Info: UNKNOWN
        Impala Version:          impalad version 2.5.0-cdh5.7.0 RELEASE (2016-02-24)
        Baseline Impala Version: impalad version 2.5.0-cdh5.7.0 RELEASE (2016-02-24)

        +-------------+-----------------------+---------+------------+------------+----------------+
        | Workload    | File Format           | Avg (s) | Delta(Avg) | GeoMean(s) | Delta(GeoMean)
|
        +-------------+-----------------------+---------+------------+------------+----------------+
        | TPCDS(_100) | parquet / none / none | 6.24    | -1.68%     | 1.43       | -0.80%
        |
        +-------------+-----------------------+---------+------------+------------+----------------+

        +-------------+------------------------------------+-----------------------+--------+-------------+------------+-----------+----------------+-------------+-------+
        | Workload    | Query                              | File Format           | Avg(s)
| Base Avg(s) | Delta(Avg) | StdDev(%) | Base StdDev(%) | Num Clients | Iters |
        +-------------+------------------------------------+-----------------------+--------+-------------+------------+-----------+----------------+-------------+-------+
        | TPCDS(_100) | TPCDS-Q19                          | parquet / none / none | 0.97
  | 0.93        |   +4.07%   |   3.77%   |   2.95%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-COUNT-PROMOTION              | parquet / none / none | 0.28
  | 0.28        |   +2.12%   |   0.72%   |   0.46%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-COUNT-CUSTOMER               | parquet / none / none | 0.28
  | 0.27        |   +1.87%   |   0.69%   |   0.28%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-COUNT-HOUSEHOLD_DEMOGRAPHICS | parquet / none / none | 0.28
  | 0.28        |   +1.70%   |   0.59%   |   0.20%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-COUNT-ITEM                   | parquet / none / none | 0.28
  | 0.28        |   +1.60%   |   0.61%   |   0.17%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-COUNT-TIME_DIM               | parquet / none / none | 0.28
  | 0.28        |   +1.60%   |   0.40%   |   0.41%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-COUNT-CUSTOMER_ADDRESS       | parquet / none / none | 0.28
  | 0.28        |   +1.50%   |   0.48%   |   0.50%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-COUNT-DATE_DIM               | parquet / none / none | 0.28
  | 0.28        |   +1.50%   |   0.23%   |   0.45%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-COUNT-STORE                  | parquet / none / none | 0.28
  | 0.28        |   +1.41%   |   0.24%   |   0.45%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-COUNT-CUSTOMER_DEMOGRAPHICS  | parquet / none / none | 0.28
  | 0.28        |   +1.16%   |   0.50%   |   0.41%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q79                          | parquet / none / none | 1.66
  | 1.64        |   +1.10%   |   2.03%   |   3.41%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q89                          | parquet / none / none | 2.04
  | 2.03        |   +0.78%   |   2.17%   |   2.82%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q65                          | parquet / none / none | 24.15
 | 24.00       |   +0.63%   |   1.08%   |   1.34%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q55                          | parquet / none / none | 0.42
  | 0.42        |   +0.33%   |   3.87%   |   2.72%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q6                           | parquet / none / none | 56.13
 | 56.05       |   +0.15%   |   1.74%   |   0.53%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q8                           | parquet / none / none | 1.19
  | 1.19        |   +0.10%   |   3.33%   |   2.75%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q42                          | parquet / none / none | 0.42
  | 0.42        |   -0.23%   |   0.15%   |   0.38%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q47                          | parquet / none / none | 33.62
 | 33.71       |   -0.27%   |   1.65%   |   2.06%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q68                          | parquet / none / none | 1.26
  | 1.27        |   -0.38%   |   3.93%   |   2.55%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q52                          | parquet / none / none | 0.42
  | 0.43        |   -0.55%   |   3.67%   |   4.16%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q34                          | parquet / none / none | 1.61
  | 1.62        |   -0.64%   |   1.97%   |   2.22%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q27                          | parquet / none / none | 2.93
  | 2.95        |   -0.66%   |   3.04%   |   3.68%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q7                           | parquet / none / none | 3.13
  | 3.16        |   -1.06%   |   0.87%   |   1.25%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q98                          | parquet / none / none | 0.84
  | 0.86        |   -2.08%   |   2.88%   |   3.89%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q3                           | parquet / none / none | 0.93
  | 0.95        |   -2.23%   |   2.55%   |   4.44%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q63                          | parquet / none / none | 1.58
  | 1.61        |   -2.26%   |   2.01%   |   2.57%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q73                          | parquet / none / none | 0.72
  | 0.74        |   -2.27%   |   2.21%   |   4.25%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q96                          | parquet / none / none | 5.05
  | 5.22        |   -3.27%   |   0.95%   |   0.77%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q46                          | parquet / none / none | 2.83
  | 2.93        |   -3.27%   |   1.09%   |   1.17%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q53                          | parquet / none / none | 1.56
  | 1.61        |   -3.36%   |   1.58%   |   1.52%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q88                          | parquet / none / none | 42.31
 | 44.05       |   -3.94%   |   1.25%   |   1.36%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q43                          | parquet / none / none | 3.24
  | 3.39        |   -4.60%   |   2.05%   |   2.04%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q59                          | parquet / none / none | 19.19
 | 20.54       |   -6.56%   |   1.46%   |   0.94%        | 1           | 10    |
        | TPCDS(_100) | TPCDS-Q61                          | parquet / none / none | 1.54
  | 1.71        |   -10.06%  |   2.49%   |   6.60%        | 1           | 10    |
        +-------------+------------------------------------+-----------------------+--------+-------------+------------+-----------+----------------+-------------+-------+

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Gerrit-Change-Id: I7b7d1485f357ba88517ca15c5c7428c0ffe25dfd
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Gerrit-Project: Impala
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