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Use Predicates with Uncorrelated Subqueries for Dynamic Pruning #2588

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merged 40 commits into from
Aug 25, 2023

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@dey4ss dey4ss commented Jun 28, 2023

This PR prunes tables using Predicates that contain uncorrelated subquery results. The information about such Predicates is added to StoredTableNodes by the ChunkPruningRule and later to GetTable operators by the LQPTranslator. Deep copies of LQPs and PQPs preserve the information.

If the uncorrelated subquery used in the Predicate can be safely scheduled and executed before the GetTable operator (i.e., their tasks do not depend on each other), the tasks of the respective uncorrelated subqueries are scheduled first. Thus, their result is available when the GetTable operator is executed, and the Predicates are used for chunk pruning. Otherwise, the predicates are ignored.

Though we currently do not use Predicates with uncorrelated subquery results not much in the master, they are heavily used by data dependency-based optimizations (e.g., after running the UCCDiscoveryPlugin). #2588 (comment) provides the JOB benchmark results with/without subquery pruning after running the plugin.

System

sidon - click to expand
property value
Hostname sidon
CPU Intel(R) Xeon(R) CPU E7-4880 v2 @ 2.50GHz
Memory 2.0TB
numactl nodebind: 2
numactl membind: 2

Commit Info and Build Time

commit date message build time
b685721 26.07.2023 10:43 Parse and represent window functions in the LQP (#2574) real 645.38 user 6407.19 sys 145.42
e2a6533 17.07.2023 20:52 -.- real 646.29 user 6347.65 sys 132.28

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview----+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_b685721debab96b308d134e8a0c00607b4421490_st.json | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_e2a6533e72fff1acaaf9afe3fa66f51da90abfa7_st.json |
 +--------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | b685721debab96b308d134e8a0c00607b4421490-dirty                                                                                             | e2a6533e72fff1acaaf9afe3fa66f51da90abfa7-dirty                                                                                             |
 |  benchmark_mode          | Ordered                                                                                                                                    | Ordered                                                                                                                                    |
 |  build_type              | release                                                                                                                                    | release                                                                                                                                    |
 |  chunk_indexes           | False                                                                                                                                      | False                                                                                                                                      |
 |  chunk_size              | 65535                                                                                                                                      | 65535                                                                                                                                      |
 |  clients                 | 1                                                                                                                                          | 1                                                                                                                                          |
 |  clustering              | None                                                                                                                                       | None                                                                                                                                       |
 |  compiler                | clang 14.0.0                                                                                                                               | clang 14.0.0                                                                                                                               |
 |  cores                   | 0                                                                                                                                          | 0                                                                                                                                          |
 |  data_preparation_cores  | 0                                                                                                                                          | 0                                                                                                                                          |
 |  date                    | 2023-07-26 15:45:02                                                                                                                        | 2023-07-27 22:02:26                                                                                                                        |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                                                    |
 |  max_duration            | 60000000000                                                                                                                                | 60000000000                                                                                                                                |
 |  max_runs                | 100                                                                                                                                        | 100                                                                                                                                        |
 |  scale_factor            | 10.0                                                                                                                                       | 10.0                                                                                                                                       |
 |  time_unit               | ns                                                                                                                                         | ns                                                                                                                                         |
 |  use_prepared_statements | False                                                                                                                                      | False                                                                                                                                      |
 |  using_scheduler         | False                                                                                                                                      | False                                                                                                                                      |
 |  verify                  | False                                                                                                                                      | False                                                                                                                                      |
 |  warmup_duration         | 1000000000                                                                                                                                 | 1000000000                                                                                                                                 |
 +--------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |      new |        ||      old |      new |        |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  8410.26 |  8269.63 |   -2%  ||     0.12 |     0.12 |   +2%  |       ˅ |
+| TPC-H 02 ||    62.30 |    61.35 |   -2%˄ ||    16.05 |    16.30 |   +2%˄ |  0.2373 |
+| TPC-H 03 ||  2615.10 |  2638.95 |   +1%  ||     0.38 |     0.38 |   -1%  |  0.3157 |
+| TPC-H 04 ||  2017.07 |  2046.46 |   +1%  ||     0.50 |     0.49 |   -1%  |  0.0430 |
+| TPC-H 05 ||  4189.77 |  4183.48 |   -0%  ||     0.24 |     0.24 |   +0%  |  0.8725 |
+| TPC-H 06 ||   259.94 |   283.15 |   +9%˄ ||     3.85 |     3.53 |   -8%˄ |  0.0000 |
+| TPC-H 07 ||  1332.81 |  1339.33 |   +0%  ||     0.75 |     0.75 |   -0%  |  0.2101 |
+| TPC-H 08 ||  1083.96 |  1085.28 |   +0%  ||     0.92 |     0.92 |   -0%  |  0.5483 |
+| TPC-H 09 ||  7558.36 |  7645.78 |   +1%  ||     0.13 |     0.13 |   -1%  |       ˅ |
+| TPC-H 10 ||  3216.73 |  3203.31 |   -0%  ||     0.31 |     0.31 |   +0%  |  0.6716 |
+| TPC-H 11 ||   104.37 |   104.02 |   -0%˄ ||     9.58 |     9.61 |   +0%˄ |  0.6893 |
+| TPC-H 12 ||  1443.73 |  1485.11 |   +3%  ||     0.69 |     0.67 |   -3%  |  0.0000 |
+| TPC-H 13 ||  7167.93 |  7200.52 |   +0%  ||     0.14 |     0.14 |   -0%  |       ˅ |
+| TPC-H 14 ||   631.01 |   616.30 |   -2%  ||     1.58 |     1.62 |   +2%  |  0.0000 |
+| TPC-H 15 ||   284.20 |   281.23 |   -1%˄ ||     3.52 |     3.56 |   +1%˄ |  0.0000 |
+| TPC-H 16 ||   890.23 |   897.94 |   +1%  ||     1.12 |     1.11 |   -1%  |  0.0017 |
+| TPC-H 17 ||   424.45 |   426.04 |   +0%˄ ||     2.36 |     2.35 |   -0%˄ |  0.0000 |
+| TPC-H 18 ||  2390.75 |  2255.54 |   -6%  ||     0.42 |     0.44 |   +6%  |  0.0001 |
+| TPC-H 19 ||   516.14 |   511.69 |   -1%˄ ||     1.94 |     1.95 |   +1%˄ |  0.0007 |
+| TPC-H 20 ||   683.08 |   678.84 |   -1%  ||     1.46 |     1.47 |   +1%  |  0.4742 |
+| TPC-H 21 ||  7030.45 |  6963.54 |   -1%  ||     0.14 |     0.14 |   +1%  |       ˅ |
+| TPC-H 22 ||   719.56 |   717.60 |   -0%  ||     1.39 |     1.39 |   +0%  |  0.0906 |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 53032.19 | 52895.12 |   -0%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   -0%  |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+|    Notes || ˄ Execution stopped due to max runs reached                            |
+|          || ˅ Insufficient number of runs for p-value calculation                  |
++----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_b685721debab96b308d134e8a0c00607b4421490_st_s01.json | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_e2a6533e72fff1acaaf9afe3fa66f51da90abfa7_st_s01.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | b685721debab96b308d134e8a0c00607b4421490-dirty                                                                                                 | e2a6533e72fff1acaaf9afe3fa66f51da90abfa7-dirty                                                                                                 |
 |  benchmark_mode          | Ordered                                                                                                                                        | Ordered                                                                                                                                        |
 |  build_type              | release                                                                                                                                        | release                                                                                                                                        |
 |  chunk_indexes           | False                                                                                                                                          | False                                                                                                                                          |
 |  chunk_size              | 65535                                                                                                                                          | 65535                                                                                                                                          |
 |  clients                 | 1                                                                                                                                              | 1                                                                                                                                              |
 |  clustering              | None                                                                                                                                           | None                                                                                                                                           |
 |  compiler                | clang 14.0.0                                                                                                                                   | clang 14.0.0                                                                                                                                   |
 |  cores                   | 0                                                                                                                                              | 0                                                                                                                                              |
 |  data_preparation_cores  | 0                                                                                                                                              | 0                                                                                                                                              |
 |  date                    | 2023-07-26 16:07:30                                                                                                                            | 2023-07-27 22:24:53                                                                                                                            |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                                        | {'default': {'encoding': 'Dictionary'}}                                                                                                        |
 |  max_duration            | 60000000000                                                                                                                                    | 60000000000                                                                                                                                    |
 |  max_runs                | 100                                                                                                                                            | 100                                                                                                                                            |
 |  scale_factor            | 0.009999999776482582                                                                                                                           | 0.009999999776482582                                                                                                                           |
 |  time_unit               | ns                                                                                                                                             | ns                                                                                                                                             |
 |  use_prepared_statements | False                                                                                                                                          | False                                                                                                                                          |
 |  using_scheduler         | False                                                                                                                                          | False                                                                                                                                          |
 |  verify                  | False                                                                                                                                          | False                                                                                                                                          |
 |  warmup_duration         | 1000000000                                                                                                                                     | 1000000000                                                                                                                                     |
 +--------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
++----------++----------+---------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |     new |        ||      old |      new |        |         |
++----------++----------+---------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||     7.06 |    7.07 |   +0%˄ ||   141.68 |   141.40 |   -0%˄ |  0.5896 |
+| TPC-H 02 ||     5.97 |    6.67 |  +12%˄ ||   167.50 |   149.84 |  -11%˄ |  0.0177 |
+| TPC-H 03 ||     1.04 |    1.02 |   -1%˄ ||   962.40 |   974.26 |   +1%˄ |  0.6851 |
+| TPC-H 04 ||     0.66 |    0.66 |   -0%˄ ||  1518.06 |  1521.18 |   +0%˄ |  0.6244 |
+| TPC-H 05 ||     1.56 |    1.57 |   +1%˄ ||   638.60 |   634.01 |   -1%˄ |  0.3153 |
+| TPC-H 06 ||     0.31 |    0.35 |  +10%˄ ||  3163.56 |  2877.11 |   -9%˄ |  0.0000 |
+| TPC-H 07 ||    16.68 |   15.93 |   -5%˄ ||    59.92 |    62.76 |   +5%˄ |  0.4506 |
+| TPC-H 08 ||    21.82 |   22.45 |   +3%˄ ||    45.83 |    44.53 |   -3%˄ |  0.1885 |
+| TPC-H 09 ||     6.91 |    6.90 |   -0%˄ ||   144.74 |   144.89 |   +0%˄ |  0.9938 |
+| TPC-H 10 ||     1.15 |    1.15 |   -1%˄ ||   864.35 |   867.72 |   +0%˄ |  0.2855 |
+| TPC-H 11 ||     0.36 |    0.36 |   -2%˄ ||  2735.69 |  2776.42 |   +1%˄ |  0.1336 |
+| TPC-H 12 ||     1.02 |    1.04 |   +3%˄ ||   980.76 |   956.39 |   -2%˄ |  0.5435 |
+| TPC-H 13 ||     2.83 |    2.80 |   -1%˄ ||   353.52 |   356.78 |   +1%˄ |  0.0002 |
+| TPC-H 14 ||     0.51 |    0.51 |   -0%˄ ||  1944.26 |  1946.04 |   +0%˄ |  0.9192 |
+| TPC-H 15 ||     1.88 |    1.89 |   +0%˄ ||   529.80 |   527.95 |   -0%˄ |  0.1422 |
+| TPC-H 16 ||     3.06 |    3.02 |   -1%˄ ||   326.43 |   330.93 |   +1%˄ |  0.0000 |
+| TPC-H 17 ||     1.30 |    1.31 |   +0%˄ ||   765.44 |   762.41 |   -0%˄ |  0.9673 |
+| TPC-H 18 ||     1.80 |    1.71 |   -5%˄ ||   553.86 |   584.66 |   +6%˄ |  0.0000 |
+| TPC-H 19 ||     7.97 |    7.87 |   -1%˄ ||   125.47 |   126.98 |   +1%˄ |  0.0000 |
+| TPC-H 20 ||     3.51 |    3.51 |   +0%˄ ||   284.48 |   284.30 |   -0%˄ |  0.9674 |
+| TPC-H 21 ||     5.95 |    6.14 |   +3%˄ ||   168.10 |   162.89 |   -3%˄ |  0.0629 |
+| TPC-H 22 ||     1.61 |    1.67 |   +3%˄ ||   619.19 |   599.27 |   -3%˄ |  0.0000 |
++----------++----------+---------+--------++----------+----------+--------+---------+
+| Sum      ||    94.96 |   95.60 |   +1%  ||          |          |        |         |
+| Geomean  ||          |         |        ||          |          |   -1%  |         |
++----------++----------+---------+--------++----------+----------+--------+---------+
+|    Notes || ˄ Execution stopped due to max runs reached                           |
++----------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 15 cores, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_b685721debab96b308d134e8a0c00607b4421490_mt_ordered.json | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_e2a6533e72fff1acaaf9afe3fa66f51da90abfa7_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | b685721debab96b308d134e8a0c00607b4421490-dirty                                                                                                     | e2a6533e72fff1acaaf9afe3fa66f51da90abfa7-dirty                                                                                                     |
 |  benchmark_mode               | Ordered                                                                                                                                            | Ordered                                                                                                                                            |
 |  build_type                   | release                                                                                                                                            | release                                                                                                                                            |
 |  chunk_indexes                | False                                                                                                                                              | False                                                                                                                                              |
 |  chunk_size                   | 65535                                                                                                                                              | 65535                                                                                                                                              |
 |  clients                      | 1                                                                                                                                                  | 1                                                                                                                                                  |
 |  clustering                   | None                                                                                                                                               | None                                                                                                                                               |
 |  compiler                     | clang 14.0.0                                                                                                                                       | clang 14.0.0                                                                                                                                       |
 |  cores                        | 15                                                                                                                                                 | 15                                                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                                                  | 0                                                                                                                                                  |
 |  date                         | 2023-07-26 16:08:02                                                                                                                                | 2023-07-27 22:25:24                                                                                                                                |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                                                            |
 |  max_duration                 | 60000000000                                                                                                                                        | 60000000000                                                                                                                                        |
 |  max_runs                     | -1                                                                                                                                                 | -1                                                                                                                                                 |
 |  scale_factor                 | 10.0                                                                                                                                               | 10.0                                                                                                                                               |
 |  time_unit                    | ns                                                                                                                                                 | ns                                                                                                                                                 |
 |  use_prepared_statements      | False                                                                                                                                              | False                                                                                                                                              |
 |  using_scheduler              | True                                                                                                                                               | True                                                                                                                                               |
 |  utilized_cores_per_numa_node | [0, 0, 15]                                                                                                                                         | [0, 0, 15]                                                                                                                                         |
 |  verify                       | False                                                                                                                                              | False                                                                                                                                              |
 |  warmup_duration              | 0                                                                                                                                                  | 0                                                                                                                                                  |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
+|          ||      old |      new |        ||      old |      new |        |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||  6356.27 |  6300.88 |   -1%  ||     0.15 |     0.15 |   +0%  | (run time too short) |
+| TPC-H 02 ||    98.81 |   101.18 |   +2%  ||     9.60 |     9.40 |   -2%  |               0.0445 |
+| TPC-H 03 ||   875.55 |   869.44 |   -1%  ||     1.13 |     1.13 |   -0%  |               0.5739 |
+| TPC-H 04 ||   618.71 |   609.84 |   -1%  ||     1.60 |     1.62 |   +1%  |               0.3967 |
+| TPC-H 05 ||   804.22 |   801.72 |   -0%  ||     1.23 |     1.23 |   -0%  |               0.8195 |
+| TPC-H 06 ||    61.05 |    60.47 |   -1%  ||    15.12 |    15.28 |   +1%  |               0.0884 |
+| TPC-H 07 ||   387.59 |   384.37 |   -1%  ||     2.53 |     2.57 |   +1%  |               0.3208 |
+| TPC-H 08 ||   396.37 |   395.46 |   -0%  ||     2.48 |     2.48 |   -0%  |               0.7921 |
+| TPC-H 09 ||  2116.57 |  2089.69 |   -1%  ||     0.47 |     0.47 |   -0%  | (run time too short) |
+| TPC-H 10 ||  1445.92 |  1433.66 |   -1%  ||     0.68 |     0.68 |   +0%  | (run time too short) |
+| TPC-H 11 ||    89.04 |    96.31 |   +8%  ||    10.65 |     9.87 |   -7%  |               0.0000 |
+| TPC-H 12 ||   510.57 |   505.72 |   -1%  ||     1.93 |     1.95 |   +1%  |               0.1220 |
+| TPC-H 13 ||  3431.75 |  3460.26 |   +1%  ||     0.28 |     0.28 |   -0%  | (run time too short) |
+| TPC-H 14 ||   149.30 |   147.59 |   -1%  ||     6.48 |     6.53 |   +1%  |               0.0146 |
+| TPC-H 15 ||   178.46 |   192.34 |   +8%  ||     5.42 |     5.05 |   -7%  |               0.0000 |
+| TPC-H 16 ||   940.58 |   970.63 |   +3%  ||     1.05 |     1.02 |   -3%  |               0.0018 |
+| TPC-H 17 ||   109.69 |   106.75 |   -3%  ||     8.70 |     8.93 |   +3%  |               0.0001 |
+| TPC-H 18 ||  3895.72 |  3732.10 |   -4%  ||     0.25 |     0.27 |   +7%  | (run time too short) |
+| TPC-H 19 ||   127.88 |   126.72 |   -1%  ||     7.43 |     7.57 |   +2%  |               0.2478 |
+| TPC-H 20 ||   324.46 |   312.46 |   -4%  ||     3.02 |     3.13 |   +4%  |               0.0075 |
+| TPC-H 21 ||  1264.98 |  1324.42 |   +5%  ||     0.78 |     0.75 |   -4%  |               0.0037 |
+| TPC-H 22 ||   131.67 |   131.50 |   -0%  ||     7.37 |     7.38 |   +0%  |               0.7422 |
++----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 24315.17 | 24153.51 |   -1%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   -0%  |                      |
++----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 15 clients, 15 cores, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_b685721debab96b308d134e8a0c00607b4421490_mt.json | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCH_e2a6533e72fff1acaaf9afe3fa66f51da90abfa7_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | b685721debab96b308d134e8a0c00607b4421490-dirty                                                                                             | e2a6533e72fff1acaaf9afe3fa66f51da90abfa7-dirty                                                                                             |
 |  benchmark_mode               | Shuffled                                                                                                                                   | Shuffled                                                                                                                                   |
 |  build_type                   | release                                                                                                                                    | release                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                      | False                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                      | 65535                                                                                                                                      |
 |  clients                      | 15                                                                                                                                         | 15                                                                                                                                         |
 |  clustering                   | None                                                                                                                                       | None                                                                                                                                       |
 |  compiler                     | clang 14.0.0                                                                                                                               | clang 14.0.0                                                                                                                               |
 |  cores                        | 15                                                                                                                                         | 15                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                          | 0                                                                                                                                          |
 |  date                         | 2023-07-26 16:32:34                                                                                                                        | 2023-07-27 22:49:50                                                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                                                    |
 |  max_duration                 | 1200000000000                                                                                                                              | 1200000000000                                                                                                                              |
 |  max_runs                     | -1                                                                                                                                         | -1                                                                                                                                         |
 |  scale_factor                 | 10.0                                                                                                                                       | 10.0                                                                                                                                       |
 |  time_unit                    | ns                                                                                                                                         | ns                                                                                                                                         |
 |  use_prepared_statements      | False                                                                                                                                      | False                                                                                                                                      |
 |  using_scheduler              | True                                                                                                                                       | True                                                                                                                                       |
 |  utilized_cores_per_numa_node | [0, 0, 15]                                                                                                                                 | [0, 0, 15]                                                                                                                                 |
 |  verify                       | False                                                                                                                                      | False                                                                                                                                      |
 |  warmup_duration              | 0                                                                                                                                          | 0                                                                                                                                          |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|          ||      old |      new |        ||      old |      new |        |         |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  7377.12 |  7205.01 |   -2%  ||     0.21 |     0.21 |   +1%  |  0.2750 |
+| TPC-H 02 ||   259.91 |   403.30 |  +55%  ||     0.21 |     0.21 |   +1%  |  0.0874 |
+| TPC-H 03 ||  3608.30 |  3099.23 |  -14%  ||     0.21 |     0.21 |   +1%  |  0.0410 |
+| TPC-H 04 ||  2644.03 |  2771.92 |   +5%  ||     0.21 |     0.21 |   +1%  |  0.5995 |
+| TPC-H 05 ||  4976.98 |  5620.57 |  +13%  ||     0.21 |     0.21 |   +1%  |  0.1246 |
+| TPC-H 06 ||   519.50 |   554.94 |   +7%  ||     0.21 |     0.21 |   +1%  |  0.7211 |
+| TPC-H 07 ||  3124.44 |  3057.76 |   -2%  ||     0.21 |     0.21 |   +1%  |  0.8141 |
+| TPC-H 08 ||  2628.30 |  2459.43 |   -6%  ||     0.21 |     0.21 |   +1%  |  0.5750 |
+| TPC-H 09 ||  7040.29 |  6858.95 |   -3%  ||     0.21 |     0.21 |   +1%  |  0.6456 |
+| TPC-H 10 ||  5115.13 |  5031.40 |   -2%  ||     0.21 |     0.21 |   +2%  |  0.8187 |
+| TPC-H 11 ||   519.04 |   518.50 |   -0%  ||     0.21 |     0.21 |   +1%  |  0.9961 |
+| TPC-H 12 ||  2475.08 |  2407.90 |   -3%  ||     0.21 |     0.21 |   +1%  |  0.7485 |
+| TPC-H 13 ||  6056.66 |  6220.34 |   +3%  ||     0.21 |     0.21 |   +1%  |  0.4313 |
+| TPC-H 14 ||  1050.91 |  1288.98 |  +23%  ||     0.21 |     0.21 |   +1%  |  0.1495 |
+| TPC-H 15 ||   656.03 |   649.50 |   -1%  ||     0.21 |     0.21 |   +1%  |  0.9500 |
+| TPC-H 16 ||  2640.61 |  2492.02 |   -6%  ||     0.21 |     0.21 |   +1%  |  0.5455 |
+| TPC-H 17 ||   886.64 |   666.10 |  -25%  ||     0.21 |     0.21 |   +1%  |  0.1331 |
+| TPC-H 18 ||  4120.30 |  4009.92 |   -3%  ||     0.21 |     0.21 |   +1%  |  0.4328 |
+| TPC-H 19 ||  1177.49 |  1041.57 |  -12%  ||     0.21 |     0.21 |   +1%  |  0.5256 |
+| TPC-H 20 ||  1422.65 |  1712.66 |  +20%  ||     0.21 |     0.21 |   +1%  |  0.1380 |
+| TPC-H 21 ||  7355.55 |  6951.56 |   -5%  ||     0.21 |     0.21 |   +1%  |  0.3681 |
+| TPC-H 22 ||  1143.74 |  1310.55 |  +15%  ||     0.21 |     0.21 |   +1%  |  0.4231 |
++----------++----------+----------+--------++----------+----------+--------+---------+
+| Sum      || 66798.72 | 66332.12 |   -1%  ||          |          |        |         |
+| Geomean  ||          |          |        ||          |          |   +1%  |         |
++----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_b685721debab96b308d134e8a0c00607b4421490_st.json | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_e2a6533e72fff1acaaf9afe3fa66f51da90abfa7_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | b685721debab96b308d134e8a0c00607b4421490-dirty                                                                                              | e2a6533e72fff1acaaf9afe3fa66f51da90abfa7-dirty                                                                                              |
 |  benchmark_mode         | Ordered                                                                                                                                     | Ordered                                                                                                                                     |
 |  build_type             | release                                                                                                                                     | release                                                                                                                                     |
 |  chunk_indexes          | False                                                                                                                                       | False                                                                                                                                       |
 |  chunk_size             | 65535                                                                                                                                       | 65535                                                                                                                                       |
 |  clients                | 1                                                                                                                                           | 1                                                                                                                                           |
 |  compiler               | clang 14.0.0                                                                                                                                | clang 14.0.0                                                                                                                                |
 |  cores                  | 0                                                                                                                                           | 0                                                                                                                                           |
 |  data_preparation_cores | 0                                                                                                                                           | 0                                                                                                                                           |
 |  date                   | 2023-07-26 16:55:00                                                                                                                         | 2023-07-27 23:12:13                                                                                                                         |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                     | {'default': {'encoding': 'Dictionary'}}                                                                                                     |
 |  max_duration           | 60000000000                                                                                                                                 | 60000000000                                                                                                                                 |
 |  max_runs               | 100                                                                                                                                         | 100                                                                                                                                         |
 |  time_unit              | ns                                                                                                                                          | ns                                                                                                                                          |
 |  using_scheduler        | False                                                                                                                                       | False                                                                                                                                       |
 |  verify                 | False                                                                                                                                       | False                                                                                                                                       |
 |  warmup_duration        | 1000000000                                                                                                                                  | 1000000000                                                                                                                                  |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   341.87 |   350.33 |   +2%˄ ||     2.92 |     2.85 |   -2%˄ |  0.0000 |
+| 03      ||   127.71 |   119.84 |   -6%˄ ||     7.83 |     8.34 |   +7%˄ |  0.0000 |
+| 06      ||   169.70 |   170.14 |   +0%˄ ||     5.89 |     5.88 |   -0%˄ |  0.0338 |
+| 07      ||   427.32 |   419.70 |   -2%˄ ||     2.34 |     2.38 |   +2%˄ |  0.0003 |
+| 09      ||  1177.48 |  1163.61 |   -1%  ||     0.85 |     0.86 |   +1%  |  0.0128 |
+| 10      ||   210.38 |   206.42 |   -2%˄ ||     4.75 |     4.84 |   +2%˄ |  0.0001 |
+| 13      ||   586.82 |   577.74 |   -2%˄ ||     1.70 |     1.73 |   +2%˄ |  0.0000 |
+| 15      ||   159.33 |   157.16 |   -1%˄ ||     6.28 |     6.36 |   +1%˄ |  0.0002 |
+| 16      ||   226.95 |   224.50 |   -1%˄ ||     4.41 |     4.45 |   +1%˄ |  0.0000 |
+| 17      ||   437.01 |   437.31 |   +0%˄ ||     2.29 |     2.29 |   -0%˄ |  0.5954 |
+| 19      ||   158.49 |   157.40 |   -1%˄ ||     6.31 |     6.35 |   +1%˄ |  0.0000 |
+| 25      ||   247.72 |   245.52 |   -1%˄ ||     4.04 |     4.07 |   +1%˄ |  0.0010 |
+| 26      ||   192.15 |   190.06 |   -1%˄ ||     5.20 |     5.26 |   +1%˄ |  0.0108 |
+| 28      ||   795.66 |   789.64 |   -1%  ||     1.26 |     1.27 |   +1%  |  0.0000 |
+| 29      ||   710.07 |   716.33 |   +1%  ||     1.41 |     1.40 |   -1%  |  0.0016 |
+| 31      ||  1881.91 |  1845.02 |   -2%  ||     0.53 |     0.54 |   +2%  |  0.0000 |
+| 32      ||    66.85 |    66.48 |   -1%˄ ||    14.96 |    15.04 |   +1%˄ |  0.0357 |
+| 34      ||   239.45 |   237.63 |   -1%˄ ||     4.18 |     4.21 |   +1%˄ |  0.0438 |
+| 35      ||   897.59 |   880.88 |   -2%  ||     1.11 |     1.14 |   +2%  |  0.0000 |
+| 37      ||   467.13 |   454.41 |   -3%˄ ||     2.14 |     2.20 |   +3%˄ |  0.0000 |
+| 39a     ||  2586.14 |  2530.53 |   -2%  ||     0.39 |     0.40 |   +2%  |  0.0001 |
+| 39b     ||  2600.73 |  2518.85 |   -3%  ||     0.38 |     0.40 |   +3%  |  0.0001 |
+| 41      ||   474.09 |   475.73 |   +0%˄ ||     2.11 |     2.10 |   -0%˄ |  0.0005 |
+| 42      ||   133.04 |   130.85 |   -2%˄ ||     7.52 |     7.64 |   +2%˄ |  0.0000 |
+| 43      ||  1414.22 |  1412.18 |   -0%  ||     0.71 |     0.71 |   +0%  |  0.6799 |
+| 45      ||   167.89 |   165.11 |   -2%˄ ||     5.96 |     6.06 |   +2%˄ |  0.0000 |
+| 48      ||  1397.11 |  1420.75 |   +2%  ||     0.72 |     0.70 |   -2%  |  0.0000 |
+| 50      ||   171.74 |   172.79 |   +1%˄ ||     5.82 |     5.79 |   -1%˄ |  0.0000 |
+| 52      ||   128.92 |   129.64 |   +1%˄ ||     7.76 |     7.71 |   -1%˄ |  0.0000 |
+| 55      ||   123.66 |   124.39 |   +1%˄ ||     8.09 |     8.04 |   -1%˄ |  0.0000 |
+| 62      ||   792.83 |   828.28 |   +4%  ||     1.26 |     1.21 |   -4%  |  0.0000 |
+| 65      ||  2653.08 |  2632.85 |   -1%  ||     0.38 |     0.38 |   +1%  |  0.3717 |
+| 69      ||   198.25 |   194.70 |   -2%˄ ||     5.04 |     5.14 |   +2%˄ |  0.0000 |
+| 73      ||   129.79 |   126.85 |   -2%˄ ||     7.70 |     7.88 |   +2%˄ |  0.0000 |
+| 79      ||   692.32 |   693.80 |   +0%  ||     1.44 |     1.44 |   -0%  |  0.0825 |
+| 81      ||   278.73 |   282.74 |   +1%˄ ||     3.59 |     3.54 |   -1%˄ |  0.0000 |
+| 82      ||   601.28 |   581.30 |   -3%˄ ||     1.66 |     1.72 |   +3%˄ |  0.0000 |
+| 83      ||    61.00 |    60.49 |   -1%˄ ||    16.39 |    16.53 |   +1%˄ |  0.5354 |
+| 85      ||   184.87 |   184.65 |   -0%˄ ||     5.41 |     5.42 |   +0%˄ |  0.1573 |
+| 88      ||  1047.15 |  1024.49 |   -2%  ||     0.95 |     0.98 |   +2%  |  0.0000 |
+| 91      ||    25.59 |    24.97 |   -2%˄ ||    39.07 |    40.04 |   +2%˄ |  0.0002 |
+| 92      ||    61.24 |    60.68 |   -1%˄ ||    16.33 |    16.48 |   +1%˄ |  0.0102 |
+| 93      ||  6038.14 |  5907.25 |   -2%  ||     0.17 |     0.17 |   +2%  |  0.0000 |
+| 94      ||   140.39 |   140.82 |   +0%˄ ||     7.12 |     7.10 |   -0%˄ |  0.4312 |
+| 95      || 14108.74 | 13885.93 |   -2%  ||     0.07 |     0.07 |   +2%  |       ˅ |
+| 96      ||   103.79 |   101.98 |   -2%˄ ||     9.63 |     9.81 |   +2%˄ |  0.1481 |
+| 97      ||  4796.70 |  4885.89 |   +2%  ||     0.21 |     0.20 |   -2%  |  0.0102 |
+| 99      ||  1445.69 |  1519.71 |   +5%  ||     0.69 |     0.66 |   -5%  |  0.0000 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 52078.72 | 51628.31 |   -1%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +1%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                            |
+|         || ˅ Insufficient number of runs for p-value calculation                  |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 15 clients, 15 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_b685721debab96b308d134e8a0c00607b4421490_mt.json | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCDS_e2a6533e72fff1acaaf9afe3fa66f51da90abfa7_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | b685721debab96b308d134e8a0c00607b4421490-dirty                                                                                              | e2a6533e72fff1acaaf9afe3fa66f51da90abfa7-dirty                                                                                              |
 |  benchmark_mode               | Shuffled                                                                                                                                    | Shuffled                                                                                                                                    |
 |  build_type                   | release                                                                                                                                     | release                                                                                                                                     |
 |  chunk_indexes                | False                                                                                                                                       | False                                                                                                                                       |
 |  chunk_size                   | 65535                                                                                                                                       | 65535                                                                                                                                       |
 |  clients                      | 15                                                                                                                                          | 15                                                                                                                                          |
 |  compiler                     | clang 14.0.0                                                                                                                                | clang 14.0.0                                                                                                                                |
 |  cores                        | 15                                                                                                                                          | 15                                                                                                                                          |
 |  data_preparation_cores       | 0                                                                                                                                           | 0                                                                                                                                           |
 |  date                         | 2023-07-26 17:26:06                                                                                                                         | 2023-07-27 23:43:14                                                                                                                         |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                     | {'default': {'encoding': 'Dictionary'}}                                                                                                     |
 |  max_duration                 | 1200000000000                                                                                                                               | 1200000000000                                                                                                                               |
 |  max_runs                     | -1                                                                                                                                          | -1                                                                                                                                          |
 |  time_unit                    | ns                                                                                                                                          | ns                                                                                                                                          |
 |  using_scheduler              | True                                                                                                                                        | True                                                                                                                                        |
 |  utilized_cores_per_numa_node | [0, 0, 15]                                                                                                                                  | [0, 0, 15]                                                                                                                                  |
 |  verify                       | False                                                                                                                                       | False                                                                                                                                       |
 |  warmup_duration              | 0                                                                                                                                           | 0                                                                                                                                           |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   874.13 |   685.39 |  -22%  ||     0.21 |     0.21 |   +1%  |  0.1012 |
+| 03      ||   315.90 |   200.18 |  -37%  ||     0.21 |     0.21 |   +1%  |  0.0210 |
+| 06      ||   611.71 |   592.76 |   -3%  ||     0.21 |     0.21 |   +1%  |  0.8276 |
+| 07      ||  1019.68 |   895.59 |  -12%  ||     0.21 |     0.21 |   +1%  |  0.2589 |
+| 09      ||   662.32 |   640.94 |   -3%  ||     0.21 |     0.21 |   +2%  |  0.7942 |
+| 10      ||   504.96 |   614.02 |  +22%  ||     0.21 |     0.21 |   +1%  |  0.3322 |
+| 13      ||  1776.85 |  1491.04 |  -16%  ||     0.21 |     0.21 |   +1%  |  0.1137 |
+| 15      ||   573.82 |   691.00 |  +20%  ||     0.21 |     0.21 |   +1%  |  0.3598 |
+| 16      ||   956.98 |   703.27 |  -27%  ||     0.21 |     0.21 |   +1%  |  0.0876 |
+| 17      ||  1523.61 |  1122.58 |  -26%  ||     0.21 |     0.21 |   +1%  |  0.0083 |
+| 19      ||   622.19 |   610.93 |   -2%  ||     0.21 |     0.21 |   +1%  |  0.9128 |
+| 25      ||   971.38 |  1012.08 |   +4%  ||     0.21 |     0.21 |   +1%  |  0.7585 |
+| 26      ||   541.50 |   654.28 |  +21%  ||     0.21 |     0.21 |   +1%  |  0.2727 |
+| 28      ||   673.82 |   722.11 |   +7%  ||     0.21 |     0.21 |   +1%  |  0.5598 |
+| 29      ||  1647.14 |  1662.36 |   +1%  ||     0.21 |     0.21 |   +1%  |  0.9269 |
+| 31      ||  2237.88 |  2147.01 |   -4%  ||     0.21 |     0.21 |   +0%  |  0.6463 |
+| 32      ||   405.89 |   348.54 |  -14%  ||     0.21 |     0.21 |   +1%  |  0.5068 |
+| 34      ||   515.12 |   607.74 |  +18%  ||     0.21 |     0.21 |   +1%  |  0.2838 |
+| 35      ||  2372.62 |  2264.04 |   -5%  ||     0.21 |     0.21 |   +1%  |  0.6171 |
+| 37      ||   723.53 |   727.89 |   +1%  ||     0.21 |     0.21 |   +1%  |  0.9682 |
+| 39a     ||  2701.06 |  2737.32 |   +1%  ||     0.21 |     0.21 |   +1%  |  0.8428 |
+| 39b     ||  2680.88 |  2890.48 |   +8%  ||     0.21 |     0.21 |   +1%  |  0.2433 |
+| 41      ||  2778.76 |  2762.51 |   -1%  ||     0.21 |     0.21 |   +1%  |  0.9236 |
+| 42      ||   452.57 |   386.89 |  -15%  ||     0.21 |     0.21 |   +1%  |  0.4123 |
+| 43      ||  1551.56 |  1617.56 |   +4%  ||     0.21 |     0.21 |   +1%  |  0.6035 |
+| 45      ||   697.58 |   798.82 |  +15%  ||     0.21 |     0.21 |   +1%  |  0.4418 |
+| 48      ||  3093.08 |  2756.42 |  -11%  ||     0.21 |     0.21 |   +1%  |  0.1605 |
+| 50      ||   615.29 |   736.26 |  +20%  ||     0.21 |     0.21 |   +1%  |  0.2464 |
+| 52      ||   426.63 |   518.90 |  +22%  ||     0.21 |     0.21 |   +1%  |  0.3474 |
+| 55      ||   487.54 |   312.41 |  -36%  ||     0.21 |     0.21 |   +1%  |  0.0194 |
+| 62      ||  1240.83 |  1293.66 |   +4%  ||     0.21 |     0.21 |   +1%  |  0.7509 |
+| 65      ||  4445.94 |  4446.54 |   +0%  ||     0.21 |     0.21 |   +1%  |  0.9954 |
+| 69      ||   908.96 |   937.00 |   +3%  ||     0.21 |     0.21 |   +1%  |  0.8547 |
+| 73      ||   345.09 |   408.42 |  +18%  ||     0.21 |     0.21 |   +1%  |  0.1995 |
+| 79      ||  1399.79 |  1345.69 |   -4%  ||     0.21 |     0.21 |   +1%  |  0.5908 |
+| 81      ||   996.47 |   874.02 |  -12%  ||     0.21 |     0.21 |   +1%  |  0.3938 |
+| 82      ||   894.09 |   986.60 |  +10%  ||     0.21 |     0.21 |   +1%  |  0.4020 |
+| 83      ||   297.06 |   336.98 |  +13%  ||     0.21 |     0.21 |   +1%  |  0.5908 |
+| 85      ||   776.29 |   788.22 |   +2%  ||     0.21 |     0.21 |   +1%  |  0.9090 |
+| 88      ||  1019.03 |  1343.85 |  +32%  ||     0.21 |     0.21 |   +1%  |  0.0486 |
+| 91      ||   147.86 |   226.23 |  +53%  ||     0.21 |     0.21 |   +1%  |  0.1348 |
+| 92      ||   319.34 |   249.17 |  -22%  ||     0.21 |     0.21 |   +1%  |  0.2789 |
+| 93      ||  2949.88 |  2834.06 |   -4%  ||     0.21 |     0.21 |   +1%  |  0.5628 |
+| 94      ||   845.27 |   753.65 |  -11%  ||     0.21 |     0.21 |   +1%  |  0.5024 |
+| 95      ||  5815.09 |  5989.89 |   +3%  ||     0.21 |     0.21 |   +1%  |  0.5135 |
+| 96      ||   322.73 |   267.39 |  -17%  ||     0.21 |     0.21 |   +1%  |  0.2897 |
+| 97      ||  5323.41 |  5408.85 |   +2%  ||     0.21 |     0.21 |   +1%  |  0.5996 |
+| 99      ||  1683.31 |  1583.71 |   -6%  ||     0.21 |     0.21 |   +1%  |  0.4361 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 64746.42 | 63985.24 |   -1%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +1%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_b685721debab96b308d134e8a0c00607b4421490_st.json | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_e2a6533e72fff1acaaf9afe3fa66f51da90abfa7_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | b685721debab96b308d134e8a0c00607b4421490-dirty                                                                                             | e2a6533e72fff1acaaf9afe3fa66f51da90abfa7-dirty                                                                                             |
 |  benchmark_mode         | Shuffled                                                                                                                                   | Shuffled                                                                                                                                   |
 |  build_type             | release                                                                                                                                    | release                                                                                                                                    |
 |  chunk_indexes          | False                                                                                                                                      | False                                                                                                                                      |
 |  chunk_size             | 65535                                                                                                                                      | 65535                                                                                                                                      |
 |  clients                | 1                                                                                                                                          | 1                                                                                                                                          |
 |  compiler               | clang 14.0.0                                                                                                                               | clang 14.0.0                                                                                                                               |
 |  cores                  | 0                                                                                                                                          | 0                                                                                                                                          |
 |  data_preparation_cores | 0                                                                                                                                          | 0                                                                                                                                          |
 |  date                   | 2023-07-26 17:46:42                                                                                                                        | 2023-07-28 00:03:47                                                                                                                        |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                                                    |
 |  max_duration           | 60000000000                                                                                                                                | 60000000000                                                                                                                                |
 |  max_runs               | -1                                                                                                                                         | -1                                                                                                                                         |
 |  scale_factor           | 1                                                                                                                                          | 1                                                                                                                                          |
 |  time_unit              | ns                                                                                                                                         | ns                                                                                                                                         |
 |  using_scheduler        | False                                                                                                                                      | False                                                                                                                                      |
 |  verify                 | False                                                                                                                                      | False                                                                                                                                      |
 |  warmup_duration        | 0                                                                                                                                          | 0                                                                                                                                          |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|              ||      old |     new |        ||      old |      new |        |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||    36.57 |   36.43 |   -0%  ||     2.73 |     2.78 |   +2%  |  0.4159 |
+| New-Order    ||    25.19 |   25.05 |   -1%  ||    31.10 |    31.24 |   +0%  |  0.5646 |
+| Order-Status ||     1.67 |    1.68 |   +1%  ||     2.75 |     2.80 |   +2%  |  0.2390 |
+| Payment      ||     3.24 |    3.20 |   -1%  ||    29.65 |    29.81 |   +1%  |  0.0009 |
+| Stock-Level  ||     5.17 |    5.19 |   +0%  ||     2.77 |     2.77 |   +0%  |  0.7169 |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Sum          ||    71.84 |   71.55 |   -0%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |   +1%  |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 15 clients, 15 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_b685721debab96b308d134e8a0c00607b4421490_mt.json | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkTPCC_e2a6533e72fff1acaaf9afe3fa66f51da90abfa7_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | b685721debab96b308d134e8a0c00607b4421490-dirty                                                                                             | e2a6533e72fff1acaaf9afe3fa66f51da90abfa7-dirty                                                                                             |
 |  benchmark_mode               | Shuffled                                                                                                                                   | Shuffled                                                                                                                                   |
 |  build_type                   | release                                                                                                                                    | release                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                      | False                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                      | 65535                                                                                                                                      |
 |  clients                      | 15                                                                                                                                         | 15                                                                                                                                         |
 |  compiler                     | clang 14.0.0                                                                                                                               | clang 14.0.0                                                                                                                               |
 |  cores                        | 15                                                                                                                                         | 15                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                          | 0                                                                                                                                          |
 |  date                         | 2023-07-26 17:47:43                                                                                                                        | 2023-07-28 00:04:48                                                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                                                    |
 |  max_duration                 | 1200000000000                                                                                                                              | 1200000000000                                                                                                                              |
 |  max_runs                     | -1                                                                                                                                         | -1                                                                                                                                         |
 |  scale_factor                 | 1                                                                                                                                          | 1                                                                                                                                          |
 |  time_unit                    | ns                                                                                                                                         | ns                                                                                                                                         |
 |  using_scheduler              | True                                                                                                                                       | True                                                                                                                                       |
 |  utilized_cores_per_numa_node | [0, 0, 15]                                                                                                                                 | [0, 0, 15]                                                                                                                                 |
 |  verify                       | False                                                                                                                                      | False                                                                                                                                      |
 |  warmup_duration              | 0                                                                                                                                          | 0                                                                                                                                          |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
+|              ||      old |     new |        ||      old |      new |        |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||   160.70 |  160.29 |   -0%  ||     5.37 |     5.38 |   +0%  |  0.7280 |
+|    unsucc.:  ||     3.49 |    3.44 |   -2%  ||    24.64 |    24.64 |   +0%  |         |
+| New-Order    ||    51.18 |   51.28 |   +0%  ||   121.53 |   122.50 |   +1%  |  0.2870 |
+|    unsucc.:  ||     3.80 |    3.55 |   -7%  ||   216.06 |   215.23 |   -0%  |         |
+| Order-Status ||     5.85 |    5.85 |   -0%  ||    30.01 |    30.02 |   +0%  |  0.8678 |
+| Payment      ||     7.36 |    7.31 |   -1%  ||    30.56 |    30.46 |   -0%  |  0.0206 |
+|    unsucc.:  ||     2.87 |    2.85 |   -1%  ||   292.04 |   292.27 |   +0%  |         |
+| Stock-Level  ||    14.84 |   14.88 |   +0%  ||    30.01 |    30.02 |   +0%  |  0.7356 |
++--------------++----------+---------+--------++----------+----------+--------+---------+
+| Sum          ||   239.93 |  239.60 |   -0%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |   +0%  |         |
++--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_b685721debab96b308d134e8a0c00607b4421490_st.json | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_e2a6533e72fff1acaaf9afe3fa66f51da90abfa7_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | b685721debab96b308d134e8a0c00607b4421490-dirty                                                                                                  | e2a6533e72fff1acaaf9afe3fa66f51da90abfa7-dirty                                                                                                  |
 |  benchmark_mode         | Ordered                                                                                                                                         | Ordered                                                                                                                                         |
 |  build_type             | release                                                                                                                                         | release                                                                                                                                         |
 |  chunk_indexes          | False                                                                                                                                           | False                                                                                                                                           |
 |  chunk_size             | 65535                                                                                                                                           | 65535                                                                                                                                           |
 |  clients                | 1                                                                                                                                               | 1                                                                                                                                               |
 |  compiler               | clang 14.0.0                                                                                                                                    | clang 14.0.0                                                                                                                                    |
 |  cores                  | 0                                                                                                                                               | 0                                                                                                                                               |
 |  data_preparation_cores | 0                                                                                                                                               | 0                                                                                                                                               |
 |  date                   | 2023-07-26 18:07:49                                                                                                                             | 2023-07-28 00:24:53                                                                                                                             |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                                                         |
 |  max_duration           | 60000000000                                                                                                                                     | 60000000000                                                                                                                                     |
 |  max_runs               | 100                                                                                                                                             | 100                                                                                                                                             |
 |  time_unit              | ns                                                                                                                                              | ns                                                                                                                                              |
 |  using_scheduler        | False                                                                                                                                           | False                                                                                                                                           |
 |  verify                 | False                                                                                                                                           | False                                                                                                                                           |
 |  warmup_duration        | 1000000000                                                                                                                                      | 1000000000                                                                                                                                      |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   297.81 |   292.96 |   -2%˄ ||     3.36 |     3.41 |   +2%˄ |  0.0000 |
+| 10b     ||   229.97 |   226.55 |   -1%˄ ||     4.35 |     4.41 |   +2%˄ |  0.0000 |
+| 10c     ||   450.96 |   449.51 |   -0%˄ ||     2.22 |     2.22 |   +0%˄ |  0.2032 |
+| 11a     ||    27.99 |    27.50 |   -2%˄ ||    35.72 |    36.36 |   +2%˄ |  0.0000 |
+| 11b     ||    27.63 |    27.31 |   -1%˄ ||    36.19 |    36.61 |   +1%˄ |  0.0000 |
+| 11c     ||    36.54 |    36.39 |   -0%˄ ||    27.36 |    27.47 |   +0%˄ |  0.0176 |
+| 11d     ||    40.87 |    40.18 |   -2%˄ ||    24.46 |    24.88 |   +2%˄ |  0.0000 |
+| 12a     ||    72.80 |    72.44 |   -0%˄ ||    13.73 |    13.80 |   +1%˄ |  0.0003 |
+| 12b     ||    52.67 |    51.78 |   -2%˄ ||    18.98 |    19.31 |   +2%˄ |  0.0000 |
+| 12c     ||   117.00 |   117.07 |   +0%˄ ||     8.55 |     8.54 |   -0%˄ |  0.7477 |
+| 13a     ||   391.33 |   387.53 |   -1%˄ ||     2.56 |     2.58 |   +1%˄ |  0.0000 |
+| 13b     ||   212.44 |   211.72 |   -0%˄ ||     4.71 |     4.72 |   +0%˄ |  0.0000 |
+| 13c     ||   167.90 |   167.40 |   -0%˄ ||     5.96 |     5.97 |   +0%˄ |  0.0000 |
+| 13d     ||   838.71 |   849.04 |   +1%  ||     1.19 |     1.18 |   -1%  |  0.0001 |
+| 14a     ||   601.11 |   595.51 |   -1%˄ ||     1.66 |     1.68 |   +1%˄ |  0.0063 |
+| 14b     ||   328.68 |   331.84 |   +1%˄ ||     3.04 |     3.01 |   -1%˄ |  0.0000 |
+| 14c     ||   693.38 |   695.69 |   +0%  ||     1.44 |     1.44 |   -0%  |  0.0226 |
+| 15a     ||   129.34 |   128.50 |   -1%˄ ||     7.73 |     7.78 |   +1%˄ |  0.0000 |
+| 15b     ||   128.76 |   127.03 |   -1%˄ ||     7.77 |     7.87 |   +1%˄ |  0.0000 |
+| 15c     ||   136.35 |   135.38 |   -1%˄ ||     7.33 |     7.39 |   +1%˄ |  0.0000 |
+| 15d     ||   131.38 |   129.88 |   -1%˄ ||     7.61 |     7.70 |   +1%˄ |  0.0000 |
+| 16a     ||  3457.54 |  3395.32 |   -2%  ||     0.29 |     0.29 |   +2%  |  0.0000 |
+| 16b     ||  4883.03 |  4876.41 |   -0%  ||     0.20 |     0.21 |   +0%  |  0.6641 |
+| 16c     ||  3539.91 |  3523.68 |   -0%  ||     0.28 |     0.28 |   +0%  |  0.2330 |
+| 16d     ||  3508.23 |  3508.14 |   -0%  ||     0.29 |     0.29 |   +0%  |  0.9938 |
+| 17a     ||   884.12 |   895.25 |   +1%  ||     1.13 |     1.12 |   -1%  |  0.0000 |
+| 17b     ||   714.61 |   712.91 |   -0%  ||     1.40 |     1.40 |   +0%  |  0.0000 |
+| 17c     ||   683.03 |   683.06 |   +0%  ||     1.46 |     1.46 |   -0%  |  0.8977 |
+| 17d     ||   795.99 |   795.97 |   -0%  ||     1.26 |     1.26 |   +0%  |  0.9590 |
+| 17e     ||  2337.47 |  2326.07 |   -0%  ||     0.43 |     0.43 |   +0%  |  0.2000 |
+| 17f     ||  1405.69 |  1405.05 |   -0%  ||     0.71 |     0.71 |   +0%  |  0.4724 |
+| 18a     ||   872.09 |   874.46 |   +0%  ||     1.15 |     1.14 |   -0%  |  0.0641 |
+| 18b     ||   221.07 |   220.57 |   -0%˄ ||     4.52 |     4.53 |   +0%˄ |  0.0009 |
+| 18c     ||   774.85 |   776.68 |   +0%  ||     1.29 |     1.29 |   -0%  |  0.0017 |
+| 19a     ||   275.10 |   273.12 |   -1%˄ ||     3.63 |     3.66 |   +1%˄ |  0.0000 |
+| 19b     ||   194.64 |   193.76 |   -0%˄ ||     5.14 |     5.16 |   +0%˄ |  0.0000 |
+| 19c     ||   289.38 |   287.76 |   -1%˄ ||     3.46 |     3.47 |   +1%˄ |  0.0000 |
+| 19d     ||  1045.95 |  1069.08 |   +2%  ||     0.96 |     0.94 |   -2%  |  0.0000 |
+| 1a      ||    16.15 |    15.52 |   -4%˄ ||    61.90 |    64.44 |   +4%˄ |  0.0000 |
+| 1b      ||    15.28 |    14.69 |   -4%˄ ||    65.45 |    68.05 |   +4%˄ |  0.0000 |
+| 1c      ||    16.79 |    16.22 |   -3%˄ ||    59.56 |    61.63 |   +3%˄ |  0.0000 |
+| 1d      ||    15.30 |    14.67 |   -4%˄ ||    65.35 |    68.16 |   +4%˄ |  0.0000 |
+| 20a     ||   593.79 |   593.07 |   -0%˄ ||     1.68 |     1.69 |   +0%˄ |  0.0006 |
+| 20b     ||   378.50 |   375.33 |   -1%˄ ||     2.64 |     2.66 |   +1%˄ |  0.0000 |
+| 20c     ||   371.31 |   367.56 |   -1%˄ ||     2.69 |     2.72 |   +1%˄ |  0.0000 |
+| 21a     ||    63.41 |    62.70 |   -1%˄ ||    15.77 |    15.95 |   +1%˄ |  0.0000 |
+| 21b     ||    35.10 |    34.56 |   -2%˄ ||    28.48 |    28.93 |   +2%˄ |  0.0000 |
+| 21c     ||    63.83 |    63.07 |   -1%˄ ||    15.66 |    15.85 |   +1%˄ |  0.0000 |
+| 22a     ||   262.58 |   262.56 |   -0%˄ ||     3.81 |     3.81 |   +0%˄ |  0.8514 |
+| 22b     ||   192.28 |   191.29 |   -1%˄ ||     5.20 |     5.23 |   +1%˄ |  0.0000 |
+| 22c     ||   645.40 |   654.60 |   +1%  ||     1.55 |     1.53 |   -1%  |  0.0000 |
+| 22d     ||  1196.99 |  1199.13 |   +0%  ||     0.84 |     0.83 |   -0%  |  0.3928 |
+| 23a     ||    74.62 |    74.40 |   -0%˄ ||    13.40 |    13.44 |   +0%˄ |  0.1599 |
+| 23b     ||    85.00 |    84.47 |   -1%˄ ||    11.76 |    11.84 |   +1%˄ |  0.0000 |
+| 23c     ||   135.05 |   134.17 |   -1%˄ ||     7.40 |     7.45 |   +1%˄ |  0.0000 |
+| 24a     ||   281.60 |   278.43 |   -1%˄ ||     3.55 |     3.59 |   +1%˄ |  0.0000 |
+| 24b     ||   245.92 |   245.30 |   -0%˄ ||     4.07 |     4.08 |   +0%˄ |  0.0000 |
+| 25a     ||   433.51 |   435.91 |   +1%˄ ||     2.31 |     2.29 |   -1%˄ |  0.0000 |
+| 25b     ||   228.58 |   227.43 |   -1%˄ ||     4.37 |     4.40 |   +1%˄ |  0.0000 |
+| 25c     ||  1297.86 |  1323.67 |   +2%  ||     0.77 |     0.76 |   -2%  |  0.0000 |
+| 26a     ||   307.96 |   306.17 |   -1%˄ ||     3.25 |     3.27 |   +1%˄ |  0.0000 |
+| 26b     ||   264.23 |   262.48 |   -1%˄ ||     3.78 |     3.81 |   +1%˄ |  0.0000 |
+| 26c     ||   389.23 |   386.81 |   -1%˄ ||     2.57 |     2.59 |   +1%˄ |  0.0000 |
+| 27a     ||    41.42 |    40.68 |   -2%˄ ||    24.14 |    24.58 |   +2%˄ |  0.0000 |
+| 27b     ||    40.47 |    40.01 |   -1%˄ ||    24.70 |    24.99 |   +1%˄ |  0.0000 |
+| 27c     ||    63.71 |    63.15 |   -1%˄ ||    15.69 |    15.83 |   +1%˄ |  0.0000 |
+| 28a     ||   384.82 |   399.59 |   +4%˄ ||     2.60 |     2.50 |   -4%˄ |  0.0000 |
+| 28b     ||    63.53 |    63.14 |   -1%˄ ||    15.74 |    15.84 |   +1%˄ |  0.0000 |
+| 28c     ||   437.41 |   462.04 |   +6%˄ ||     2.29 |     2.16 |   -5%˄ |  0.0000 |
+| 29a     ||   165.48 |   168.41 |   +2%˄ ||     6.04 |     5.94 |   -2%˄ |  0.0000 |
+| 29b     ||   132.19 |   131.27 |   -1%˄ ||     7.56 |     7.62 |   +1%˄ |  0.0000 |
+| 29c     ||   288.71 |   286.79 |   -1%˄ ||     3.46 |     3.49 |   +1%˄ |  0.0000 |
+| 2a      ||    72.29 |    71.59 |   -1%˄ ||    13.83 |    13.97 |   +1%˄ |  0.0000 |
+| 2b      ||    61.29 |    60.64 |   -1%˄ ||    16.31 |    16.49 |   +1%˄ |  0.0000 |
+| 2c      ||    38.04 |    37.47 |   -1%˄ ||    26.28 |    26.68 |   +2%˄ |  0.0000 |
+| 2d      ||    95.68 |    95.08 |   -1%˄ ||    10.45 |    10.52 |   +1%˄ |  0.0000 |
+| 30a     ||   274.33 |   272.74 |   -1%˄ ||     3.65 |     3.67 |   +1%˄ |  0.0000 |
+| 30b     ||   249.45 |   247.86 |   -1%˄ ||     4.01 |     4.03 |   +1%˄ |  0.0000 |
+| 30c     ||   563.62 |   579.03 |   +3%˄ ||     1.77 |     1.73 |   -3%˄ |  0.0000 |
+| 31a     ||   282.30 |   283.42 |   +0%˄ ||     3.54 |     3.53 |   -0%˄ |  0.0000 |
+| 31b     ||   249.30 |   247.58 |   -1%˄ ||     4.01 |     4.04 |   +1%˄ |  0.0000 |
+| 31c     ||   316.20 |   316.01 |   -0%˄ ||     3.16 |     3.16 |   +0%˄ |  0.1082 |
+| 32a     ||    23.81 |    22.94 |   -4%˄ ||    41.99 |    43.59 |   +4%˄ |  0.0000 |
+| 32b     ||    50.13 |    49.66 |   -1%˄ ||    19.94 |    20.13 |   +1%˄ |  0.0000 |
+| 33a     ||    33.96 |    33.14 |   -2%˄ ||    29.44 |    30.17 |   +2%˄ |  0.0000 |
+| 33b     ||    33.05 |    32.24 |   -2%˄ ||    30.25 |    31.02 |   +3%˄ |  0.0000 |
+| 33c     ||    38.79 |    37.90 |   -2%˄ ||    25.78 |    26.38 |   +2%˄ |  0.0000 |
+| 3a      ||   175.39 |   174.24 |   -1%˄ ||     5.70 |     5.74 |   +1%˄ |  0.0000 |
+| 3b      ||    22.33 |    21.68 |   -3%˄ ||    44.78 |    46.11 |   +3%˄ |  0.0000 |
+| 3c      ||   623.32 |   617.14 |   -1%  ||     1.60 |     1.62 |   +1%  |  0.0000 |
+| 4a      ||   166.11 |   165.91 |   -0%˄ ||     6.02 |     6.03 |   +0%˄ |  0.3204 |
+| 4b      ||    20.64 |    20.02 |   -3%˄ ||    48.43 |    49.94 |   +3%˄ |  0.0000 |
+| 4c      ||   182.44 |   181.97 |   -0%˄ ||     5.48 |     5.50 |   +0%˄ |  0.0884 |
+| 5a      ||    81.26 |    80.10 |   -1%˄ ||    12.30 |    12.48 |   +1%˄ |  0.0000 |
+| 5b      ||   183.56 |   181.92 |   -1%˄ ||     5.45 |     5.50 |   +1%˄ |  0.0000 |
+| 5c      ||   234.28 |   231.34 |   -1%˄ ||     4.27 |     4.32 |   +1%˄ |  0.0000 |
+| 6a      ||   212.23 |   210.67 |   -1%˄ ||     4.71 |     4.75 |   +1%˄ |  0.0000 |
+| 6b      ||   234.64 |   234.71 |   +0%˄ ||     4.26 |     4.26 |   -0%˄ |  0.5154 |
+| 6c      ||   203.76 |   202.09 |   -1%˄ ||     4.91 |     4.95 |   +1%˄ |  0.0000 |
+| 6d      ||   819.77 |   820.65 |   +0%  ||     1.22 |     1.22 |   -0%  |  0.0226 |
+| 6e      ||   213.14 |   211.68 |   -1%˄ ||     4.69 |     4.72 |   +1%˄ |  0.0000 |
+| 6f      ||  1030.16 |  1041.45 |   +1%  ||     0.97 |     0.96 |   -1%  |  0.0000 |
+| 7a      ||    98.60 |    98.27 |   -0%˄ ||    10.14 |    10.18 |   +0%˄ |  0.0326 |
+| 7b      ||    89.98 |    89.52 |   -1%˄ ||    11.11 |    11.17 |   +1%˄ |  0.0019 |
+| 7c      ||   888.38 |   899.17 |   +1%  ||     1.13 |     1.11 |   -1%  |  0.0000 |
+| 8a      ||    70.96 |    70.02 |   -1%˄ ||    14.09 |    14.28 |   +1%˄ |  0.0000 |
+| 8b      ||    66.12 |    65.35 |   -1%˄ ||    15.12 |    15.30 |   +1%˄ |  0.0000 |
+| 8c      ||  2672.63 |  2680.02 |   +0%  ||     0.37 |     0.37 |   -0%  |  0.2574 |
+| 8d      ||   447.86 |   441.55 |   -1%˄ ||     2.23 |     2.26 |   +1%˄ |  0.0727 |
+| 9a      ||   366.46 |   272.83 |  -26%˄ ||     2.73 |     3.67 |  +34%˄ |  0.0000 |
+| 9b      ||   276.21 |   163.33 |  -41%˄ ||     3.62 |     6.12 |  +69%˄ |  0.0000 |
+| 9c      ||   397.30 |   398.58 |   +0%˄ ||     2.52 |     2.51 |   -0%˄ |  0.0000 |
+| 9d      ||   687.37 |   693.93 |   +1%  ||     1.45 |     1.44 |   -1%  |  0.0000 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 53071.53 | 52853.22 |   -0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +1%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                            |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 15 clients, 15 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_b685721debab96b308d134e8a0c00607b4421490_mt.json | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkJoinOrder_e2a6533e72fff1acaaf9afe3fa66f51da90abfa7_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | b685721debab96b308d134e8a0c00607b4421490-dirty                                                                                                  | e2a6533e72fff1acaaf9afe3fa66f51da90abfa7-dirty                                                                                                  |
 |  benchmark_mode               | Shuffled                                                                                                                                        | Shuffled                                                                                                                                        |
 |  build_type                   | release                                                                                                                                         | release                                                                                                                                         |
 |  chunk_indexes                | False                                                                                                                                           | False                                                                                                                                           |
 |  chunk_size                   | 65535                                                                                                                                           | 65535                                                                                                                                           |
 |  clients                      | 15                                                                                                                                              | 15                                                                                                                                              |
 |  compiler                     | clang 14.0.0                                                                                                                                    | clang 14.0.0                                                                                                                                    |
 |  cores                        | 15                                                                                                                                              | 15                                                                                                                                              |
 |  data_preparation_cores       | 0                                                                                                                                               | 0                                                                                                                                               |
 |  date                         | 2023-07-26 19:03:04                                                                                                                             | 2023-07-28 01:19:45                                                                                                                             |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                                                         |
 |  max_duration                 | 1200000000000                                                                                                                                   | 1200000000000                                                                                                                                   |
 |  max_runs                     | -1                                                                                                                                              | -1                                                                                                                                              |
 |  time_unit                    | ns                                                                                                                                              | ns                                                                                                                                              |
 |  using_scheduler              | True                                                                                                                                            | True                                                                                                                                            |
 |  utilized_cores_per_numa_node | [0, 0, 15]                                                                                                                                      | [0, 0, 15]                                                                                                                                      |
 |  verify                       | False                                                                                                                                           | False                                                                                                                                           |
 |  warmup_duration              | 0                                                                                                                                               | 0                                                                                                                                               |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   260.15 |   310.56 |  +19%  ||     0.21 |     0.21 |   +0%  |  0.3047 |
+| 10b     ||   191.50 |   198.33 |   +4%  ||     0.21 |     0.21 |   +0%  |  0.8268 |
+| 10c     ||   580.48 |   571.86 |   -1%  ||     0.21 |     0.21 |   +0%  |  0.8994 |
+| 11a     ||    54.34 |    60.24 |  +11%  ||     0.21 |     0.21 |   +0%  |  0.5524 |
+| 11b     ||    64.49 |    55.95 |  -13%  ||     0.21 |     0.21 |   +0%  |  0.5835 |
+| 11c     ||    96.35 |   100.90 |   +5%  ||     0.21 |     0.21 |   +0%  |  0.8807 |
+| 11d     ||   142.95 |   129.70 |   -9%  ||     0.21 |     0.21 |   +0%  |  0.7858 |
+| 12a     ||   289.82 |   247.29 |  -15%  ||     0.21 |     0.21 |   +0%  |  0.4874 |
+| 12b     ||   100.16 |    70.97 |  -29%  ||     0.21 |     0.21 |   +0%  |  0.3474 |
+| 12c     ||   405.70 |   486.02 |  +20%  ||     0.21 |     0.21 |   +0%  |  0.2840 |
+| 13a     ||   757.50 |   835.35 |  +10%  ||     0.21 |     0.21 |   +0%  |  0.3241 |
+| 13b     ||   350.87 |   367.38 |   +5%  ||     0.21 |     0.21 |   +0%  |  0.8081 |
+| 13c     ||   366.62 |   347.22 |   -5%  ||     0.21 |     0.21 |   +0%  |  0.7405 |
+| 13d     ||  1309.72 |  1200.04 |   -8%  ||     0.21 |     0.21 |   +1%  |  0.2389 |
+| 14a     ||  1009.62 |  1011.91 |   +0%  ||     0.21 |     0.21 |   +0%  |  0.9801 |
+| 14b     ||   625.80 |   614.97 |   -2%  ||     0.21 |     0.21 |   +1%  |  0.8856 |
+| 14c     ||  1096.83 |  1179.98 |   +8%  ||     0.21 |     0.21 |   +0%  |  0.2777 |
+| 15a     ||   203.29 |   220.52 |   +8%  ||     0.21 |     0.21 |   +1%  |  0.7260 |
+| 15b     ||   141.09 |   174.21 |  +23%  ||     0.21 |     0.21 |   +0%  |  0.2597 |
+| 15c     ||   184.14 |   206.33 |  +12%  ||     0.21 |     0.21 |   +0%  |  0.5657 |
+| 15d     ||   258.50 |   288.49 |  +12%  ||     0.21 |     0.21 |   +0%  |  0.6098 |
+| 16a     ||  3193.18 |  3161.95 |   -1%  ||     0.21 |     0.21 |   +0%  |  0.7900 |
+| 16b     ||  4891.51 |  4870.32 |   -0%  ||     0.21 |     0.21 |   +0%  |  0.8876 |
+| 16c     ||  3352.11 |  3395.54 |   +1%  ||     0.21 |     0.21 |   +0%  |  0.7233 |
+| 16d     ||  3409.69 |  3261.08 |   -4%  ||     0.21 |     0.21 |   +0%  |  0.1848 |
+| 17a     ||  1101.43 |  1058.07 |   -4%  ||     0.21 |     0.21 |   +0%  |  0.6402 |
+| 17b     ||   854.45 |   794.74 |   -7%  ||     0.21 |     0.21 |   +0%  |  0.4652 |
+| 17c     ||   732.40 |   773.10 |   +6%  ||     0.21 |     0.21 |   +0%  |  0.6051 |
+| 17d     ||   698.87 |   893.14 |  +28%  ||     0.21 |     0.21 |   +0%  |  0.0061 |
+| 17e     ||  1731.72 |  2025.70 |  +17%  ||     0.21 |     0.21 |   +1%  |  0.0029 |
+| 17f     ||  1409.80 |  1566.06 |  +11%  ||     0.21 |     0.21 |   +0%  |  0.1684 |
+| 18a     ||  1047.33 |  1005.77 |   -4%  ||     0.21 |     0.21 |   +1%  |  0.6400 |
+| 18b     ||   181.48 |   228.20 |  +26%  ||     0.21 |     0.21 |   +0%  |  0.1445 |
+| 18c     ||   808.85 |   840.63 |   +4%  ||     0.21 |     0.21 |   +1%  |  0.7296 |
+| 19a     ||   602.09 |   552.00 |   -8%  ||     0.21 |     0.21 |   +0%  |  0.5051 |
+| 19b     ||   361.90 |   426.17 |  +18%  ||     0.21 |     0.21 |   +0%  |  0.3311 |
+| 19c     ||   568.21 |   493.06 |  -13%  ||     0.21 |     0.21 |   +1%  |  0.1785 |
+| 19d     ||  1676.81 |  1651.31 |   -2%  ||     0.21 |     0.21 |   +1%  |  0.8383 |
+| 1a      ||    38.32 |    41.90 |   +9%  ||     0.21 |     0.21 |   +0%  |  0.6769 |
+| 1b      ||    37.07 |    32.62 |  -12%  ||     0.21 |     0.21 |   +0%  |  0.6790 |
+| 1c      ||    69.31 |    78.31 |  +13%  ||     0.21 |     0.21 |   +0%  |  0.7738 |
+| 1d      ||    47.22 |    32.46 |  -31%  ||     0.21 |     0.21 |   +0%  |  0.2602 |
+| 20a     ||   849.80 |   671.69 |  -21%  ||     0.21 |     0.21 |   +0%  |  0.0230 |
+| 20b     ||   505.64 |   540.97 |   +7%  ||     0.21 |     0.21 |   +0%  |  0.5755 |
+| 20c     ||   610.13 |   679.90 |  +11%  ||     0.21 |     0.21 |   +1%  |  0.4809 |
+| 21a     ||    91.25 |    99.69 |   +9%  ||     0.21 |     0.21 |   +0%  |  0.6929 |
+| 21b     ||   134.39 |    97.03 |  -28%  ||     0.21 |     0.21 |   +0%  |  0.2864 |
+| 21c     ||   106.83 |    80.50 |  -25%  ||     0.21 |     0.21 |   +0%  |  0.2143 |
+| 22a     ||   684.27 |   757.80 |  +11%  ||     0.21 |     0.21 |   +0%  |  0.4781 |
+| 22b     ||   423.62 |   408.03 |   -4%  ||     0.21 |     0.21 |   +0%  |  0.7819 |
+| 22c     ||  1089.34 |   940.47 |  -14%  ||     0.21 |     0.21 |   +1%  |  0.1163 |
+| 22d     ||  1253.59 |  1319.35 |   +5%  ||     0.21 |     0.21 |   +0%  |  0.4856 |
+| 23a     ||   243.36 |   160.13 |  -34%  ||     0.21 |     0.21 |   +0%  |  0.0143 |
+| 23b     ||   189.61 |   200.69 |   +6%  ||     0.21 |     0.21 |   +1%  |  0.8099 |
+| 23c     ||   199.36 |   229.45 |  +15%  ||     0.21 |     0.21 |   +0%  |  0.4783 |
+| 24a     ||   356.77 |   322.15 |  -10%  ||     0.21 |     0.21 |   +0%  |  0.5044 |
+| 24b     ||   222.49 |   219.31 |   -1%  ||     0.21 |     0.21 |   +0%  |  0.9375 |
+| 25a     ||   778.48 |   736.19 |   -5%  ||     0.21 |     0.21 |   +0%  |  0.6761 |
+| 25b     ||   189.78 |   165.16 |  -13%  ||     0.21 |     0.21 |   +0%  |  0.3664 |
+| 25c     ||  1279.91 |  1280.71 |   +0%  ||     0.21 |     0.21 |   +1%  |  0.9943 |
+| 26a     ||   440.02 |   417.36 |   -5%  ||     0.21 |     0.21 |   +0%  |  0.6863 |
+| 26b     ||   226.35 |   264.63 |  +17%  ||     0.21 |     0.21 |   +1%  |  0.2878 |
+| 26c     ||   709.69 |   573.37 |  -19%  ||     0.21 |     0.21 |   +0%  |  0.1424 |
+| 27a     ||   109.55 |   121.60 |  +11%  ||     0.21 |     0.21 |   +0%  |  0.6037 |
+| 27b     ||   124.96 |   107.00 |  -14%  ||     0.21 |     0.21 |   +0%  |  0.4914 |
+| 27c     ||    94.70 |   110.09 |  +16%  ||     0.21 |     0.21 |   +0%  |  0.4287 |
+| 28a     ||   859.48 |   868.10 |   +1%  ||     0.21 |     0.21 |   +0%  |  0.9064 |
+| 28b     ||   262.95 |   225.01 |  -14%  ||     0.21 |     0.21 |   +0%  |  0.3800 |
+| 28c     ||   902.24 |   908.25 |   +1%  ||     0.21 |     0.21 |   +0%  |  0.9530 |
+| 29a     ||   270.27 |   231.48 |  -14%  ||     0.21 |     0.21 |   +0%  |  0.3643 |
+| 29b     ||   211.07 |   195.69 |   -7%  ||     0.21 |     0.21 |   +0%  |  0.6816 |
+| 29c     ||   367.17 |   324.36 |  -12%  ||     0.21 |     0.21 |   +0%  |  0.4165 |
+| 2a      ||   266.74 |   185.72 |  -30%  ||     0.21 |     0.21 |   +0%  |  0.1096 |
+| 2b      ||   189.58 |   138.47 |  -27%  ||     0.21 |     0.21 |   +0%  |  0.0891 |
+| 2c      ||    74.42 |    89.71 |  +21%  ||     0.21 |     0.21 |   +0%  |  0.3089 |
+| 2d      ||   271.24 |   229.54 |  -15%  ||     0.21 |     0.21 |   +0%  |  0.3149 |
+| 30a     ||   369.70 |   463.67 |  +25%  ||     0.21 |     0.21 |   +0%  |  0.1206 |
+| 30b     ||   337.50 |   280.10 |  -17%  ||     0.21 |     0.21 |   +0%  |  0.2501 |
+| 30c     ||   837.25 |   925.45 |  +11%  ||     0.21 |     0.21 |   +1%  |  0.2989 |
+| 31a     ||   415.42 |   414.39 |   -0%  ||     0.21 |     0.21 |   +1%  |  0.9878 |
+| 31b     ||   246.17 |   263.13 |   +7%  ||     0.21 |     0.21 |   +0%  |  0.7426 |
+| 31c     ||   462.59 |   393.36 |  -15%  ||     0.21 |     0.21 |   +1%  |  0.2094 |
+| 32a     ||    52.89 |    47.80 |  -10%  ||     0.21 |     0.21 |   +0%  |  0.7930 |
+| 32b     ||   168.86 |   151.59 |  -10%  ||     0.21 |     0.21 |   +0%  |  0.5528 |
+| 33a     ||    78.21 |   103.83 |  +33%  ||     0.21 |     0.21 |   +0%  |  0.4496 |
+| 33b     ||   112.68 |    69.17 |  -39%  ||     0.21 |     0.21 |   +0%  |  0.0804 |
+| 33c     ||   101.36 |   100.06 |   -1%  ||     0.21 |     0.21 |   +0%  |  0.9667 |
+| 3a      ||   486.90 |   474.53 |   -3%  ||     0.21 |     0.21 |   +0%  |  0.8811 |
+| 3b      ||    66.45 |    55.40 |  -17%  ||     0.21 |     0.21 |   +1%  |  0.4784 |
+| 3c      ||   705.69 |   701.48 |   -1%  ||     0.21 |     0.21 |   +1%  |  0.9509 |
+| 4a      ||   292.14 |   234.15 |  -20%  ||     0.21 |     0.21 |   +0%  |  0.1279 |
+| 4b      ||    88.81 |    71.78 |  -19%  ||     0.21 |     0.21 |   +0%  |  0.5934 |
+| 4c      ||   290.86 |   231.29 |  -20%  ||     0.21 |     0.21 |   +0%  |  0.1792 |
+| 5a      ||   209.92 |   159.48 |  -24%  ||     0.21 |     0.21 |   +0%  |  0.0888 |
+| 5b      ||   258.91 |   261.91 |   +1%  ||     0.21 |     0.21 |   +0%  |  0.9435 |
+| 5c      ||   327.13 |   254.31 |  -22%  ||     0.21 |     0.21 |   +0%  |  0.1746 |
+| 6a      ||   152.90 |   124.06 |  -19%  ||     0.21 |     0.21 |   +0%  |  0.1746 |
+| 6b      ||   226.26 |   192.84 |  -15%  ||     0.21 |     0.21 |   +1%  |  0.4911 |
+| 6c      ||   156.20 |   116.34 |  -26%  ||     0.21 |     0.21 |   +0%  |  0.1126 |
+| 6d      ||   704.19 |   797.49 |  +13%  ||     0.21 |     0.21 |   +1%  |  0.1968 |
+| 6e      ||   129.98 |   167.81 |  +29%  ||     0.21 |     0.21 |   +0%  |  0.2266 |
+| 6f      ||  1238.38 |  1325.42 |   +7%  ||     0.21 |     0.21 |   +0%  |  0.2314 |
+| 7a      ||   194.87 |   215.84 |  +11%  ||     0.21 |     0.21 |   +1%  |  0.6872 |
+| 7b      ||   129.79 |   152.64 |  +18%  ||     0.21 |     0.21 |   +0%  |  0.4536 |
+| 7c      ||  1079.70 |  1076.40 |   -0%  ||     0.21 |     0.21 |   +0%  |  0.9684 |
+| 8a      ||   215.50 |   162.25 |  -25%  ||     0.21 |     0.21 |   +1%  |  0.3225 |
+| 8b      ||   144.41 |   168.71 |  +17%  ||     0.21 |     0.21 |   +0%  |  0.4666 |
+| 8c      ||  2850.89 |  3008.60 |   +6%  ||     0.21 |     0.21 |   +0%  |  0.2515 |
+| 8d      ||   755.98 |   714.52 |   -5%  ||     0.21 |     0.21 |   +0%  |  0.5278 |
+| 9a      ||   756.94 |   687.77 |   -9%  ||     0.21 |     0.21 |   +1%  |  0.4628 |
+| 9b      ||   368.22 |   406.58 |  +10%  ||     0.21 |     0.21 |   +0%  |  0.4841 |
+| 9c      ||   796.32 |   856.32 |   +8%  ||     0.21 |     0.21 |   +0%  |  0.4455 |
+| 9d      ||  1186.67 |  1154.61 |   -3%  ||     0.21 |     0.21 |   +1%  |  0.7156 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 66889.30 | 66744.98 |   -0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +0%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_b685721debab96b308d134e8a0c00607b4421490_st.json | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_e2a6533e72fff1acaaf9afe3fa66f51da90abfa7_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | b685721debab96b308d134e8a0c00607b4421490-dirty                                                                                                   | e2a6533e72fff1acaaf9afe3fa66f51da90abfa7-dirty                                                                                                   |
 |  benchmark_mode         | Ordered                                                                                                                                          | Ordered                                                                                                                                          |
 |  build_type             | release                                                                                                                                          | release                                                                                                                                          |
 |  chunk_indexes          | False                                                                                                                                            | False                                                                                                                                            |
 |  chunk_size             | 65535                                                                                                                                            | 65535                                                                                                                                            |
 |  clients                | 1                                                                                                                                                | 1                                                                                                                                                |
 |  compiler               | clang 14.0.0                                                                                                                                     | clang 14.0.0                                                                                                                                     |
 |  cores                  | 0                                                                                                                                                | 0                                                                                                                                                |
 |  data_preparation_cores | 0                                                                                                                                                | 0                                                                                                                                                |
 |  date                   | 2023-07-26 19:23:31                                                                                                                              | 2023-07-28 01:40:13                                                                                                                              |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                                                          |
 |  max_duration           | 60000000000                                                                                                                                      | 60000000000                                                                                                                                      |
 |  max_runs               | 100                                                                                                                                              | 100                                                                                                                                              |
 |  scale_factor           | 10.0                                                                                                                                             | 10.0                                                                                                                                             |
 |  time_unit              | ns                                                                                                                                               | ns                                                                                                                                               |
 |  using_scheduler        | False                                                                                                                                            | False                                                                                                                                            |
 |  verify                 | False                                                                                                                                            | False                                                                                                                                            |
 |  warmup_duration        | 1000000000                                                                                                                                       | 1000000000                                                                                                                                       |
 +-------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   563.57 |   546.41 |   -3%˄ ||     1.77 |     1.83 |   +3%˄ |  0.0000 |
+| 1.2     ||   167.72 |   167.27 |   -0%˄ ||     5.96 |     5.98 |   +0%˄ |  0.4636 |
+| 1.3     ||   176.56 |   174.60 |   -1%˄ ||     5.66 |     5.73 |   +1%˄ |  0.0000 |
+| 2.1     ||   904.56 |   900.54 |   -0%  ||     1.11 |     1.11 |   +0%  |  0.0417 |
+| 2.2     ||   515.25 |   512.49 |   -1%˄ ||     1.94 |     1.95 |   +1%˄ |  0.0000 |
+| 2.3     ||   380.36 |   377.16 |   -1%˄ ||     2.63 |     2.65 |   +1%˄ |  0.0000 |
+| 3.1     ||  4371.44 |  4325.51 |   -1%  ||     0.23 |     0.23 |   +1%  |  0.2452 |
+| 3.2     ||   395.03 |   388.15 |   -2%˄ ||     2.53 |     2.58 |   +2%˄ |  0.0000 |
+| 3.3     ||   199.70 |   196.50 |   -2%˄ ||     5.01 |     5.09 |   +2%˄ |  0.0000 |
+| 3.4     ||   187.97 |   185.29 |   -1%˄ ||     5.32 |     5.40 |   +1%˄ |  0.0000 |
+| 4.1     ||  5619.11 |  5673.45 |   +1%  ||     0.18 |     0.18 |   -1%  |  0.1869 |
+| 4.2     ||  1226.04 |  1217.34 |   -1%  ||     0.82 |     0.82 |   +1%  |  0.2050 |
+| 4.3     ||   406.30 |   399.55 |   -2%˄ ||     2.46 |     2.50 |   +2%˄ |  0.0000 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 15113.60 | 15064.25 |   -0%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +1%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+|   Notes || ˄ Execution stopped due to max runs reached                            |
++---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 15 clients, 15 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_b685721debab96b308d134e8a0c00607b4421490_mt.json | /home/Daniel.Lindner/hyrise/cmake-build-release/benchmark_all_results/hyriseBenchmarkStarSchema_e2a6533e72fff1acaaf9afe3fa66f51da90abfa7_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | b685721debab96b308d134e8a0c00607b4421490-dirty                                                                                                   | e2a6533e72fff1acaaf9afe3fa66f51da90abfa7-dirty                                                                                                   |
 |  benchmark_mode               | Shuffled                                                                                                                                         | Shuffled                                                                                                                                         |
 |  build_type                   | release                                                                                                                                          | release                                                                                                                                          |
 |  chunk_indexes                | False                                                                                                                                            | False                                                                                                                                            |
 |  chunk_size                   | 65535                                                                                                                                            | 65535                                                                                                                                            |
 |  clients                      | 15                                                                                                                                               | 15                                                                                                                                               |
 |  compiler                     | clang 14.0.0                                                                                                                                     | clang 14.0.0                                                                                                                                     |
 |  cores                        | 15                                                                                                                                               | 15                                                                                                                                               |
 |  data_preparation_cores       | 0                                                                                                                                                | 0                                                                                                                                                |
 |  date                         | 2023-07-26 19:33:24                                                                                                                              | 2023-07-28 01:49:59                                                                                                                              |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                                                          |
 |  max_duration                 | 1200000000000                                                                                                                                    | 1200000000000                                                                                                                                    |
 |  max_runs                     | -1                                                                                                                                               | -1                                                                                                                                               |
 |  scale_factor                 | 10.0                                                                                                                                             | 10.0                                                                                                                                             |
 |  time_unit                    | ns                                                                                                                                               | ns                                                                                                                                               |
 |  using_scheduler              | True                                                                                                                                             | True                                                                                                                                             |
 |  utilized_cores_per_numa_node | [0, 0, 15]                                                                                                                                       | [0, 0, 15]                                                                                                                                       |
 |  verify                       | False                                                                                                                                            | False                                                                                                                                            |
 |  warmup_duration              | 0                                                                                                                                                | 0                                                                                                                                                |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------+
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
+|         ||      old |      new |        ||      old |      new |        |         |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| 1.1     ||   591.76 |   608.41 |   +3%  ||     0.82 |     0.83 |   +1%  |  0.5095 |
+| 1.2     ||   299.27 |   308.39 |   +3%  ||     0.83 |     0.83 |   +0%  |  0.5844 |
+| 1.3     ||   262.56 |   246.44 |   -6%  ||     0.83 |     0.83 |   +0%  |  0.3016 |
+| 2.1     ||  1574.83 |  1550.07 |   -2%  ||     0.82 |     0.83 |   +0%  |  0.5781 |
+| 2.2     ||   958.15 |   919.12 |   -4%  ||     0.82 |     0.83 |   +1%  |  0.3180 |
+| 2.3     ||   498.30 |   466.93 |   -6%  ||     0.83 |     0.83 |   +0%  |  0.3123 |
+| 3.1     ||  2654.72 |  2638.56 |   -1%  ||     0.82 |     0.83 |   +0%  |  0.6883 |
+| 3.2     ||   829.23 |   836.22 |   +1%  ||     0.82 |     0.83 |   +1%  |  0.8543 |
+| 3.3     ||   488.91 |   467.93 |   -4%  ||     0.83 |     0.83 |   +0%  |  0.5167 |
+| 3.4     ||   459.18 |   450.02 |   -2%  ||     0.83 |     0.83 |   +0%  |  0.7509 |
+| 4.1     ||  3030.95 |  3086.50 |   +2%  ||     0.82 |     0.83 |   +0%  |  0.3634 |
+| 4.2     ||  2011.27 |  1878.13 |   -7%  ||     0.82 |     0.83 |   +0%  |  0.0184 |
+| 4.3     ||   867.41 |   876.74 |   +1%  ||     0.82 |     0.83 |   +1%  |  0.8326 |
++---------++----------+----------+--------++----------+----------+--------+---------+
+| Sum     || 14526.55 | 14333.44 |   -1%  ||          |          |        |         |
+| Geomean ||          |          |        ||          |          |   +1%  |         |
++---------++----------+----------+--------++----------+----------+--------+---------+

@dey4ss dey4ss added the FullCI Run all CI tests (slow, but required for merge) label Jun 28, 2023
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I will provide benchmarks with and without these optimizations and with and without subquery prunings later.

Ping.

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Haven't reviewed the tests yet.

scripts/test/hyriseBenchmarkStarSchema_test.py Outdated Show resolved Hide resolved
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src/lib/logical_query_plan/abstract_lqp_node.cpp Outdated Show resolved Hide resolved
src/lib/logical_query_plan/abstract_lqp_node.cpp Outdated Show resolved Hide resolved
src/lib/logical_query_plan/lqp_translator.cpp Outdated Show resolved Hide resolved
src/lib/scheduler/operator_task.cpp Outdated Show resolved Hide resolved
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src/test/lib/logical_query_plan/stored_table_node_test.cpp Outdated Show resolved Hide resolved
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dey4ss commented Jul 31, 2023

JOB with UCCDiscoveryPlugin master vs. pruning

Configuration Overview - click to expand
 +Configuration Overview---+------------------------------------------------+------------------------------------------------+
 | Parameter               | job_plugin_master.json                         | job_plugin_pruning.json                        |
 +-------------------------+------------------------------------------------+------------------------------------------------+
 |  GIT-HASH               | b685721debab96b308d134e8a0c00607b4421490-dirty | 567e81d78498a4c253d1fa90560349061c76de6b-dirty |
 |  benchmark_mode         | Ordered                                        | Ordered                                        |
 |  build_type             | release                                        | release                                        |
 |  chunk_indexes          | False                                          | False                                          |
 |  chunk_size             | 65535                                          | 65535                                          |
 |  clients                | 1                                              | 1                                              |
 |  compiler               | clang 14.0.0                                   | clang 14.0.0                                   |
 |  cores                  | 0                                              | 0                                              |
 |  data_preparation_cores | 0                                              | 0                                              |
 |  date                   | 2023-07-29 13:23:00                            | 2023-07-28 14:27:44                            |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}        | {'default': {'encoding': 'Dictionary'}}        |
 |  max_duration           | 60000000000                                    | 60000000000                                    |
 |  max_runs               | 100                                            | 100                                            |
 |  time_unit              | ns                                             | ns                                             |
 |  using_scheduler        | False                                          | False                                          |
 |  verify                 | False                                          | False                                          |
 |  warmup_duration        | 1000000000                                     | 1000000000                                     |
 +-------------------------+------------------------------------------------+------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||   289.30 |   290.51 |   +0%˄ ||     3.46 |     3.44 |   -0%˄ |               0.0000 |
 | 10b     ||   225.19 |   224.89 |   -0%˄ ||     4.44 |     4.45 |   +0%˄ |               0.1840 |
 | 10c     ||   443.63 |   444.69 |   +0%˄ ||     2.25 |     2.25 |   -0%˄ |               0.0488 |
+| 11a     ||    20.47 |    17.29 |  -16%˄ ||    48.83 |    57.83 |  +18%˄ |               0.0000 |
+| 11b     ||    20.17 |    16.88 |  -16%˄ ||    49.57 |    59.22 |  +19%˄ |               0.0000 |
 | 11c     ||    36.27 |    35.99 |   -1%˄ ||    27.57 |    27.79 |   +1%˄ |               0.0000 |
 | 11d     ||    40.70 |    40.25 |   -1%˄ ||    24.57 |    24.84 |   +1%˄ |               0.0000 |
+| 12a     ||    64.55 |    60.80 |   -6%˄ ||    15.49 |    16.44 |   +6%˄ |               0.0000 |
+| 12b     ||    49.65 |    15.90 |  -68%˄ ||    20.14 |    62.85 | +212%˄ |               0.0000 |
+| 12c     ||    96.72 |    90.68 |   -6%˄ ||    10.34 |    11.03 |   +7%˄ |               0.0000 |
+| 13a     ||   367.11 |   276.58 |  -25%˄ ||     2.72 |     3.62 |  +33%˄ |               0.0000 |
+| 13b     ||   201.83 |   142.09 |  -30%˄ ||     4.95 |     7.04 |  +42%˄ |               0.0000 |
+| 13c     ||   158.57 |    93.96 |  -41%˄ ||     6.31 |    10.64 |  +69%˄ |               0.0000 |
+| 13d     ||   804.83 |   561.16 |  -30%˄ ||     1.24 |     1.78 |  +43%˄ | (run time too short) |
 | 14a     ||   577.92 |   565.38 |   -2%˄ ||     1.73 |     1.77 |   +2%˄ |               0.0000 |
+| 14b     ||   310.58 |   294.29 |   -5%˄ ||     3.22 |     3.40 |   +6%˄ |               0.0000 |
 | 14c     ||   667.85 |   659.99 |   -1%  ||     1.50 |     1.52 |   +1%  |               0.0000 |
 | 15a     ||    52.33 |    52.16 |   -0%˄ ||    19.11 |    19.17 |   +0%˄ |               0.1800 |
 | 15b     ||    51.06 |    50.95 |   -0%˄ ||    19.58 |    19.63 |   +0%˄ |               0.0119 |
 | 15c     ||    58.67 |    58.29 |   -1%˄ ||    17.04 |    17.15 |   +1%˄ |               0.0000 |
 | 15d     ||    53.09 |    52.90 |   -0%˄ ||    18.83 |    18.90 |   +0%˄ |               0.0000 |
 | 16a     ||  3404.48 |  3419.87 |   +0%  ||     0.29 |     0.29 |   -0%  |               0.3611 |
 | 16b     ||  4857.59 |  4861.10 |   +0%  ||     0.21 |     0.21 |   -0%  |               0.8289 |
 | 16c     ||  3544.14 |  3572.99 |   +1%  ||     0.28 |     0.28 |   -1%  |               0.1262 |
 | 16d     ||  3515.80 |  3549.86 |   +1%  ||     0.28 |     0.28 |   -1%  |               0.0305 |
 | 17a     ||   874.62 |   879.20 |   +1%  ||     1.14 |     1.14 |   -1%  |               0.0000 |
 | 17b     ||   703.76 |   710.05 |   +1%  ||     1.42 |     1.41 |   -1%  |               0.0000 |
 | 17c     ||   675.09 |   680.07 |   +1%  ||     1.48 |     1.47 |   -1%  |               0.0000 |
 | 17d     ||   787.84 |   794.17 |   +1%  ||     1.27 |     1.26 |   -1%  |               0.0000 |
 | 17e     ||  2320.88 |  2360.41 |   +2%  ||     0.43 |     0.42 |   -2%  |               0.0000 |
 | 17f     ||  1399.35 |  1409.95 |   +1%  ||     0.71 |     0.71 |   -1%  |               0.0000 |
+| 18a     ||   834.66 |   537.76 |  -36%˄ ||     1.20 |     1.86 |  +55%˄ | (run time too short) |
 | 18b     ||   219.25 |   220.89 |   +1%˄ ||     4.56 |     4.53 |   -1%˄ |               0.0000 |
 | 18c     ||   772.17 |   764.80 |   -1%  ||     1.30 |     1.31 |   +1%  |               0.0000 |
+| 19a     ||   257.93 |   181.31 |  -30%˄ ||     3.88 |     5.52 |  +42%˄ |               0.0000 |
+| 19b     ||   182.33 |   141.06 |  -23%˄ ||     5.48 |     7.09 |  +29%˄ |               0.0000 |
+| 19c     ||   272.26 |   192.89 |  -29%˄ ||     3.67 |     5.18 |  +41%˄ |               0.0000 |
+| 19d     ||  1025.10 |   933.93 |   -9%  ||     0.98 |     1.07 |  +10%  |               0.0000 |
+| 1a      ||    13.26 |    10.35 |  -22%˄ ||    75.42 |    96.63 |  +28%˄ |               0.0000 |
+| 1b      ||    12.43 |     9.82 |  -21%˄ ||    80.45 |   101.84 |  +27%˄ |               0.0000 |
+| 1c      ||    13.93 |    10.00 |  -28%˄ ||    71.77 |    99.96 |  +39%˄ |               0.0000 |
+| 1d      ||    12.45 |     9.81 |  -21%˄ ||    80.30 |   101.87 |  +27%˄ |               0.0000 |
 | 20a     ||   591.30 |   587.20 |   -1%˄ ||     1.69 |     1.70 |   +1%˄ |               0.0000 |
 | 20b     ||   376.53 |   367.76 |   -2%˄ ||     2.66 |     2.72 |   +2%˄ |               0.0000 |
 | 20c     ||   369.32 |   360.45 |   -2%˄ ||     2.71 |     2.77 |   +2%˄ |               0.0000 |
 | 21a     ||    56.23 |    56.20 |   -0%˄ ||    17.78 |    17.79 |   +0%˄ |               0.5123 |
+| 21b     ||    34.48 |    31.74 |   -8%˄ ||    28.99 |    31.50 |   +9%˄ |               0.0000 |
 | 21c     ||    56.64 |    54.21 |   -4%˄ ||    17.65 |    18.45 |   +4%˄ |               0.0000 |
 | 22a     ||   249.89 |   244.16 |   -2%˄ ||     4.00 |     4.10 |   +2%˄ |               0.0000 |
 | 22b     ||   179.31 |   174.05 |   -3%˄ ||     5.58 |     5.75 |   +3%˄ |               0.0000 |
 | 22c     ||   632.70 |   621.48 |   -2%  ||     1.58 |     1.61 |   +2%  |               0.0000 |
 | 22d     ||  1222.50 |  1206.96 |   -1%  ||     0.82 |     0.83 |   +1%  |               0.0057 |
+| 23a     ||    72.14 |    47.99 |  -33%˄ ||    13.86 |    20.84 |  +50%˄ |               0.0000 |
+| 23b     ||    85.21 |    63.20 |  -26%˄ ||    11.73 |    15.82 |  +35%˄ |               0.0000 |
 | 23c     ||    58.05 |    58.05 |   +0%˄ ||    17.23 |    17.22 |   -0%˄ |               0.9321 |
+| 24a     ||   279.11 |   108.60 |  -61%˄ ||     3.58 |     9.21 | +157%˄ |               0.0000 |
+| 24b     ||   243.56 |   222.31 |   -9%˄ ||     4.11 |     4.50 |  +10%˄ |               0.0000 |
 | 25a     ||   425.52 |   426.76 |   +0%˄ ||     2.35 |     2.34 |   -0%˄ |               0.0046 |
+| 25b     ||   228.27 |   202.83 |  -11%˄ ||     4.38 |     4.93 |  +13%˄ |               0.0000 |
 | 25c     ||  1286.81 |  1312.24 |   +2%  ||     0.78 |     0.76 |   -2%  |               0.0000 |
 | 26a     ||   303.40 |   298.64 |   -2%˄ ||     3.30 |     3.35 |   +2%˄ |               0.0000 |
 | 26b     ||   260.31 |   256.24 |   -2%˄ ||     3.84 |     3.90 |   +2%˄ |               0.0000 |
 | 26c     ||   384.31 |   378.99 |   -1%˄ ||     2.60 |     2.64 |   +1%˄ |               0.0000 |
 | 27a     ||    40.73 |    40.81 |   +0%˄ ||    24.55 |    24.50 |   -0%˄ |               0.2281 |
+| 27b     ||    39.86 |    37.36 |   -6%˄ ||    25.08 |    26.76 |   +7%˄ |               0.0000 |
 | 27c     ||    56.57 |    54.43 |   -4%˄ ||    17.68 |    18.37 |   +4%˄ |               0.0000 |
 | 28a     ||   372.49 |   357.70 |   -4%˄ ||     2.68 |     2.80 |   +4%˄ |               0.0000 |
+| 28b     ||    60.56 |    54.24 |  -10%˄ ||    16.51 |    18.44 |  +12%˄ |               0.0000 |
 | 28c     ||   422.82 |   410.39 |   -3%˄ ||     2.37 |     2.44 |   +3%˄ |               0.0000 |
+| 29a     ||   135.31 |    64.14 |  -53%˄ ||     7.39 |    15.59 | +111%˄ |               0.0000 |
+| 29b     ||   131.29 |    62.94 |  -52%˄ ||     7.62 |    15.89 | +109%˄ |               0.0000 |
+| 29c     ||   269.80 |   247.22 |   -8%˄ ||     3.71 |     4.04 |   +9%˄ |               0.0000 |
 | 2a      ||    64.48 |    64.41 |   -0%˄ ||    15.51 |    15.52 |   +0%˄ |               0.3237 |
 | 2b      ||    53.09 |    53.37 |   +1%˄ ||    18.83 |    18.73 |   -1%˄ |               0.0000 |
 | 2c      ||    29.89 |    30.00 |   +0%˄ ||    33.45 |    33.32 |   -0%˄ |               0.0000 |
 | 2d      ||    87.39 |    88.12 |   +1%˄ ||    11.44 |    11.35 |   -1%˄ |               0.0000 |
 | 30a     ||   270.34 |   269.53 |   -0%˄ ||     3.70 |     3.71 |   +0%˄ |               0.0000 |
 | 30b     ||   245.20 |   244.79 |   -0%˄ ||     4.08 |     4.09 |   +0%˄ |               0.0043 |
 | 30c     ||   552.33 |   551.73 |   -0%˄ ||     1.81 |     1.81 |   +0%˄ |               0.1984 |
+| 31a     ||   278.34 |   246.69 |  -11%˄ ||     3.59 |     4.05 |  +13%˄ |               0.0000 |
+| 31b     ||   246.51 |   218.47 |  -11%˄ ||     4.06 |     4.58 |  +13%˄ |               0.0000 |
+| 31c     ||   313.98 |   262.92 |  -16%˄ ||     3.18 |     3.80 |  +19%˄ |               0.0000 |
 | 32a     ||    13.96 |    14.12 |   +1%˄ ||    71.64 |    70.79 |   -1%˄ |               0.0000 |
 | 32b     ||    41.67 |    41.45 |   -1%˄ ||    24.00 |    24.12 |   +1%˄ |               0.0003 |
 | 33a     ||    32.91 |    33.17 |   +1%˄ ||    30.38 |    30.14 |   -1%˄ |               0.0000 |
 | 33b     ||    32.24 |    32.40 |   +1%˄ ||    31.01 |    30.86 |   -1%˄ |               0.0000 |
 | 33c     ||    37.92 |    38.14 |   +1%˄ ||    26.37 |    26.22 |   -1%˄ |               0.0000 |
 | 3a      ||   174.34 |   174.42 |   +0%˄ ||     5.74 |     5.73 |   -0%˄ |               0.6309 |
 | 3b      ||    22.03 |    21.83 |   -1%˄ ||    45.40 |    45.81 |   +1%˄ |               0.0000 |
 | 3c      ||   628.58 |   635.03 |   +1%  ||     1.59 |     1.57 |   -1%  |               0.0090 |
 | 4a      ||   158.95 |   158.07 |   -1%˄ ||     6.29 |     6.33 |   +1%˄ |               0.0000 |
 | 4b      ||    20.42 |    20.20 |   -1%˄ ||    48.97 |    49.50 |   +1%˄ |               0.0000 |
 | 4c      ||   174.99 |   174.49 |   -0%˄ ||     5.71 |     5.73 |   +0%˄ |               0.0195 |
+| 5a      ||    80.31 |    50.75 |  -37%˄ ||    12.45 |    19.70 |  +58%˄ |               0.0000 |
+| 5b      ||   185.18 |    90.26 |  -51%˄ ||     5.40 |    11.08 | +105%˄ |               0.0000 |
+| 5c      ||   231.48 |   116.32 |  -50%˄ ||     4.32 |     8.60 |  +99%˄ |               0.0000 |
 | 6a      ||   209.79 |   211.82 |   +1%˄ ||     4.77 |     4.72 |   -1%˄ |               0.0000 |
 | 6b      ||   233.41 |   233.49 |   +0%˄ ||     4.28 |     4.28 |   -0%˄ |               0.6438 |
 | 6c      ||   202.70 |   203.94 |   +1%˄ ||     4.93 |     4.90 |   -1%˄ |               0.0000 |
 | 6d      ||   821.71 |   825.63 |   +0%  ||     1.22 |     1.21 |   -0%  |               0.0000 |
 | 6e      ||   210.82 |   210.52 |   -0%˄ ||     4.74 |     4.75 |   +0%˄ |               0.0108 |
 | 6f      ||  1031.17 |  1041.56 |   +1%  ||     0.97 |     0.96 |   -1%  |               0.0000 |
 | 7a      ||    97.79 |    98.15 |   +0%˄ ||    10.23 |    10.19 |   -0%˄ |               0.0025 |
 | 7b      ||    88.94 |    89.59 |   +1%˄ ||    11.24 |    11.16 |   -1%˄ |               0.0000 |
 | 7c      ||   874.79 |   880.88 |   +1%  ||     1.14 |     1.14 |   -1%  |               0.0336 |
+| 8a      ||    67.19 |    53.47 |  -20%˄ ||    14.88 |    18.70 |  +26%˄ |               0.0000 |
+| 8b      ||    62.51 |    49.51 |  -21%˄ ||    16.00 |    20.19 |  +26%˄ |               0.0000 |
 | 8c      ||  2513.14 |  2500.57 |   -1%  ||     0.40 |     0.40 |   +1%  |               0.0004 |
 | 8d      ||   371.01 |   368.78 |   -1%˄ ||     2.70 |     2.71 |   +1%˄ |               0.0000 |
+| 9a      ||   256.74 |   201.41 |  -22%˄ ||     3.89 |     4.96 |  +27%˄ |               0.0000 |
+| 9b      ||   151.81 |   132.08 |  -13%˄ ||     6.59 |     7.57 |  +15%˄ |               0.0000 |
+| 9c      ||   384.48 |   322.29 |  -16%˄ ||     2.60 |     3.10 |  +19%˄ |               0.0000 |
+| 9d      ||   669.30 |   609.06 |   -9%  ||     1.49 |     1.64 |  +10%  |               0.0000 |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 51438.65 | 49368.67 |   -4%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |  +12%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

@dey4ss dey4ss requested a review from Bouncner August 9, 2023 08:03
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Bouncner previously approved these changes Aug 9, 2023
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Minor things. Good to go.

src/lib/utils/map_prunable_subquery_predicates.hpp Outdated Show resolved Hide resolved
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@Bouncner Bouncner dismissed their stale review August 10, 2023 20:51

Dismissing: still have to review the tests; should be ready to go pretty soon.

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Minor things.

src/test/lib/logical_query_plan/stored_table_node_test.cpp Outdated Show resolved Hide resolved
src/lib/operators/get_table.cpp Show resolved Hide resolved
src/lib/operators/get_table.cpp Outdated Show resolved Hide resolved
src/lib/operators/get_table.cpp Show resolved Hide resolved
src/test/lib/logical_query_plan/stored_table_node_test.cpp Outdated Show resolved Hide resolved
src/lib/operators/get_table.cpp Outdated Show resolved Hide resolved
@dey4ss dey4ss merged commit 46f13fa into master Aug 25, 2023
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@dey4ss dey4ss deleted the dey4ss/subquery_pruning branch August 25, 2023 07:18
@dey4ss dey4ss restored the dey4ss/subquery_pruning branch September 27, 2023 12:20
nikriek pushed a commit that referenced this pull request Oct 28, 2023
Prunes tables using Predicates that contain uncorrelated subquery results. The information about such Predicates is added to StoredTableNodes by the ChunkPruningRule and later to GetTable operators by the LQPTranslator. Deep copies of LQPs and PQPs preserve the information.
nikriek pushed a commit that referenced this pull request Nov 6, 2023
Prunes tables using Predicates that contain uncorrelated subquery results. The information about such Predicates is added to StoredTableNodes by the ChunkPruningRule and later to GetTable operators by the LQPTranslator. Deep copies of LQPs and PQPs preserve the information.
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