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Update CI and clang-tidy adaptions

Open Bouncner opened this issue 3 years ago • 15 comments

Changing a few things to get the CI and our Docker image up to date:

  • use Ubuntu 22.04 (for the Docker CI image)
    • with that we now use the following compilers in the CI
      • clang11 and clang 14 (clang11 only a single debug build)
      • GCC 9 and GCC 11 (GCC 9 only a single debug build)
  • many small adaptions to make clang-tidy14 happy (+ exclude several new tidy rules)
  • we use clang11 for the coverage calculation as there is an unresolved problem with clang14 (https://github.com/llvm/llvm-project/issues/54907)

Todos:

  • [x] Reevaluated necessity for .load() in some std::atomic cases (see #2439 and chunk.cpp/abstract_task.cpp)
  • [x] Pull out format changes and create upfront PR (#2470)
  • [x] Determine where failing ThreadSanitizer test comes from (~the sanitizer does not complain, but we run into timeouts~ probably a sanitizer issues with the timeouts, significantly larger tests in release build work)
  • [x] ~Test GCC 12 (should be available in Jammy)~ (see #2473)
  • [x] Fix Valgrind issues (we need to use GCC for Valgrind runs, as there is an open bug with Valgrind and Clang 14)

Review parts:

  • [x] @dey4ss
./src/lib/import_export 5 files changed, 40 insertions(+), 35 deletions(-)
./src/lib/utils 13 files changed, 99 insertions(+), 84 deletions(-)
./src/lib/operators 38 files changed, 204 insertions(+), 176 deletions(-)
  • [x] @dey4ss
./src/lib/sql 4 files changed, 80 insertions(+), 61 deletions(-)
./src/lib/memory 1 file changed, 14 insertions(+), 6 deletions(-)
./src/lib/storage 30 files changed, 292 insertions(+), 260 deletions(-)
  • [ ]
./src/lib/expression 7 files changed, 142 insertions(+), 127 deletions(-)
./src/lib/scheduler 6 files changed, 15 insertions(+), 15 deletions(-)
./src/lib/logical_query_plan 7 files changed, 61 insertions(+), 38 deletions(-)
./src/lib/statistics 7 files changed, 67 insertions(+), 58 deletions(-)
  • [ ]
./src/lib/server 7 files changed, 39 insertions(+), 35 deletions(-)
./src/lib/visualization 4 files changed, 46 insertions(+), 35 deletions(-)
./src/lib/cost_estimation 1 file changed, 9 insertions(+), 9 deletions(-)
./src/lib/optimizer 8 files changed, 115 insertions(+), 104 deletions(-)
  • [ ]
./src/benchmarklib 18 files changed, 325 insertions(+), 275 deletions(-)
  • [ ]
./scripts 2 files changed, 6 insertions(+), 4 deletions(-)
./resources 1 file changed, 11 insertions(+), 2 deletions(-)
./src/bin 2 files changed, 17 insertions(+), 17 deletions(-)
./src/benchmark 2 files changed, 14 insertions(+), 12 deletions(-)
./src/plugins 6 files changed, 25 insertions(+), 21 deletions(-)
./src/test 31 files changed, 93 insertions(+), 78 deletions(-)

Bouncner avatar Aug 23 '21 13:08 Bouncner

Can locally build with gcc9 but the CI fails. There is a very similar bug mentioned in https://github.com/google/googletest/issues/3384.

Closing for now, might reopen in a few weeks, when Gtest has resolved this issue.

Bouncner avatar Aug 23 '21 15:08 Bouncner

Might close again later. Just testing if it compiles with GCC.

Bouncner avatar Oct 21 '21 07:10 Bouncner

Apparently, we cannot update google test until we have updated our CI GCC version. I don't see a reason for that just now, but we should consider enforcing a newer GCC version once other issues arise with GCC 9.

Bouncner avatar Oct 21 '21 07:10 Bouncner

Pinging @Bensk1 and @mweisgut: shall I remove the update of google test and reopen this PR, so we can at least build "most" targets with clang 13?

Bouncner avatar Nov 04 '21 19:11 Bouncner

I haven't investigated the errors raised with llvm 13 in detail, but I thought that even without the google test update of this PR, i.e., also with the google test version we currently use in Hyrise, the compilation of google test fails.

I tried to build the PR with llvm: stable 13.0.0 (bottled) on macOS Big Sur 11.4 and clang-13 also reports reserved-identifier warnings for __dtrace:

hyrise/build-release-clang-13/provider.hpp:155:13: error: identifier '__dtrace_probe$hyrise$create_pipeline$v1$75696e747074725f74' is reserved because it starts with '__' [-Werror,-Wreserved-identifier]
extern void __dtrace_probe$hyrise$create_pipeline$v1$75696e747074725f74(uintptr_t);
[...]

mweisgut avatar Nov 05 '21 07:11 mweisgut

Whoopsie, this PR was not supposed to be reopened (yet).

Bouncner avatar Nov 13 '21 20:11 Bouncner

As GCC stated here, the issue will not be fixed. I am currently trying if GCC 11.2 works fine. That would mean we need to use Ubuntu 21.10, which is fine for me and actually also what I would prefer. Then, having a recent GCC means that some old clang versions (here 9) are no longer working as they have issues with a too recent stdlib.

I am currently testing it out, but I might vote for "let's update it all as much as we can". That means latest Ubuntu 21.10 with GCC 11.2 and whatever LLVM comes with it (I think 12). LLVM 14 works fine by the way. So this setup hopefully works then for quite some time.

One alternative is to keep GoogleTest at a pretty outdated version (which does not bother us), but I would still favor the "let's update it all" path.

Bouncner avatar Feb 14 '22 14:02 Bouncner

So apparently we can avoid the problem with unity builds are not used with GCC. I added a comment.

That means we can continue to use Ubuntu 20.04. While I usually would prefer a newer version, I just realized that 21.10 will have its end of support already in four months. Since we don't plan to update the Docker image every three months, using the latest LTS might be better. Plus having a base image that's available pretty much everywhere (e.g., GitHub Actions etc.).

Hence, we can now use GCC 10, Clang 10, and Clang 12.

So just as an update and written notes in case I get distracted and forget this PR for a couple of weeks.

Still working on some other smaller issues.

Bouncner avatar Feb 14 '22 15:02 Bouncner

Waiting for https://github.com/google/googletest/pull/3762 ... it's an incredible pain.

Bouncner avatar Feb 14 '22 20:02 Bouncner

We're getting close.

Right now it looks like Ubuntu 22.04 and updated compilers work so far. There is one issue left with clang-tidy for which we might need to open an issue. This might block this PR for quite a while. We'll see.

We are currently using clang 14, which is the first release candidate. Release and debug builds looks okay, so using clang 14 might be okay since the semester is starting in two months and we should almost see the final release by then. By the way, using LLVM 13 does not change the tidy fail. Thus downgrading won't help here. But we might be in time to get this thing fixed for the release of LLVM 14.

Bouncner avatar Feb 15 '22 15:02 Bouncner

Just to give everybody a short update:

  • still waiting for an reaction on the LLVM issue
  • trying to find out, where the sanitizer fails come from (fails often, not always)
    • I can reproduce them with the current master and the master on a 20.04 image works fine (so it's not this branch here)
    • it fails with clang 11 and 14 (so it's not clang either)
    • will look into TBB and Boost
    • ... no really good ideas so far

Bouncner avatar Apr 22 '22 14:04 Bouncner

Short update: one of the things blocking this PR is the failing thread sanitizer test StressTest.TestTransactionConflicts . To my best knowledge, nothing has been touched that should effect this test, but it still fails.

To check if the thread sanitizer and its overhead might be the cause, I ran a release build of this test and used a thread count of 10.000 (that's 100x the threads of the test and clearly overusing the server) and used a timeout of 18 s (that a 10x shorter timeout).

I ran the test the test for hours and it hasn't failed. As of now, I think we have an issue with the new thread sanitizer. I'd vote for excluding this test in the thread sanitizer run. It's still executed in other test runs.

Bouncner avatar May 31 '22 11:05 Bouncner

FYI: struggling with the dwarf version of clang 14. GCC 11 and clang 14 generate version 5 dwarf formats, which is not supported by Valgrind.

I am struggling to get jemalloc compiled with an enforced dwarf4 version.

If anybody ever had to deal with such issues: please help me. :)

Bouncner avatar Jul 22 '22 11:07 Bouncner

FYI: struggling with the dwarf version of clang 14. GCC 11 and clang 14 generate version 5 dwarf formats, which is not supported by Valgrind.

I am struggling to get jemalloc compiled with an enforced dwarf4 version.

If anybody ever had to deal with such issues: please help me. :)

It's a little bit trickier than I hoped. Analyzing libjemalloc.so with readelf showed that using -gdwarf-4 what not sufficient as there have still been translation units using version 5.

But in the end it does not matter, as there is still an open issue with valgrind and clang 14: https://bugs.kde.org/show_bug.cgi?id=452758

For that reason, Jenkins now uses the GCC release to check for memory issues. Looking at it now.

Bouncner avatar Jul 22 '22 15:07 Bouncner

The Valgrind issue can be reproduced and it's a false positive.

Bouncner avatar Aug 03 '22 12:08 Bouncner

@mweisgut, @tjjordan, @dey4ss : I think I have resolved (or answered, please have a look) all review issues brought up.

Bouncner avatar Aug 17 '22 18:08 Bouncner

Ran again into the LZ4 problems with valgrind. I do not consider this to be an issue we should solve within the LZ4 segment, as many people consider valgrind to be outdated. And here, I am pretty sure that it is a false positive.

Since this issue came up multiple times lately, I added a small patch here, which flattens the use_caching variable and stacks if conditionals. I should have the same logic. And valgrind does not complain. https://gist.github.com/Bouncner/bf348c4c23f824d42494d0a3a77a3883

Bouncner avatar Aug 19 '22 15:08 Bouncner

I have seen some performance degradations on the AMD server, so I ran the entire benchmark twice. Unfortunately, unstable AMD results are not new to us. But anyhow, there does not appear to be a problem here.

System

node-19 - click to expand
property value
Hostname node-19
CPU AMD EPYC 7742 64-Core Processor
Memory 499GB
numactl nodebind: 0 1
numactl membind: 0 1

Commit Info and Build Time

commit date message build time
3228b77c0 18.08.2022 12:56 Link profiling libraries for coverage builds (#2499) real 325.51 user 2794.13 sys 139.46
833281d1e 26.08.2022 19:51 Move comment real 320.09 user 2783.98 sys 133.81

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview----+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_3228b77c02306e4bd15c207f87717af8acd30522_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_833281d1ee76a14a730e02fff4b4a0784c44baf7_st.json |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                               | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                               |
 |  benchmark_mode          | Ordered                                                                                                      | Ordered                                                                                                      |
 |  build_type              | release                                                                                                      | release                                                                                                      |
 |  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                    | 2022-08-27 09:50:05                                                                                          | 2022-08-27 13:12:09                                                                                          |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  indexes                 | False                                                                                                        | False                                                                                                        |
 |  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 || 5804.044 | 5512.343 |   -5%  ||     0.17 |     0.18 |   +5%  |  0.0933 |
 | TPC-H 02 ||   43.440 |   43.011 |   -1%˄ ||    23.02 |    23.25 |   +1%˄ |  0.3733 |
 | TPC-H 03 || 2262.572 | 2276.604 |   +1%  ||     0.44 |     0.44 |   -1%  |  0.4811 |
 | TPC-H 04 || 1357.241 | 1370.676 |   +1%  ||     0.74 |     0.73 |   -1%  |  0.2319 |
 | TPC-H 05 || 2951.951 | 2975.914 |   +1%  ||     0.34 |     0.34 |   -1%  |  0.3664 |
 | TPC-H 06 ||  150.522 |  151.686 |   +1%˄ ||     6.64 |     6.59 |   -1%˄ |  0.2530 |
 | TPC-H 07 ||  885.077 |  886.185 |   +0%  ||     1.13 |     1.13 |   -0%  |  0.6856 |
+| TPC-H 08 ||  708.674 |  677.857 |   -4%  ||     1.41 |     1.48 |   +5%  |  0.0000 |
+| TPC-H 09 || 6307.780 | 5851.991 |   -7%  ||     0.16 |     0.17 |   +8%  |  0.1289 |
+| TPC-H 10 || 3164.181 | 2995.792 |   -5%  ||     0.32 |     0.33 |   +6%  |  0.0005 |
 | TPC-H 11 ||   72.592 |   72.016 |   -1%˄ ||    13.78 |    13.89 |   +1%˄ |  0.2240 |
-| TPC-H 12 ||  954.963 | 1001.911 |   +5%  ||     1.05 |     1.00 |   -5%  |  0.0000 |
 | TPC-H 13 || 4528.206 | 4542.415 |   +0%  ||     0.22 |     0.22 |   -0%  |  0.5889 |
 | TPC-H 14 ||  423.501 |  422.701 |   -0%˄ ||     2.36 |     2.37 |   +0%˄ |  0.5707 |
 | TPC-H 15 ||  189.335 |  183.177 |   -3%˄ ||     5.28 |     5.46 |   +3%˄ |  0.0000 |
 | TPC-H 16 ||  645.375 |  659.899 |   +2%  ||     1.55 |     1.52 |   -2%  |  0.0000 |
 | TPC-H 17 ||  205.919 |  204.282 |   -1%˄ ||     4.86 |     4.90 |   +1%˄ |  0.0003 |
 | TPC-H 18 || 1427.266 | 1462.262 |   +2%  ||     0.70 |     0.68 |   -2%  |  0.0035 |
 | TPC-H 19 ||  256.646 |  255.061 |   -1%˄ ||     3.90 |     3.92 |   +1%˄ |  0.0056 |
 | TPC-H 20 ||  384.509 |  378.353 |   -2%˄ ||     2.60 |     2.64 |   +2%˄ |  0.0094 |
 | TPC-H 21 || 4483.365 | 4515.491 |   +1%  ||     0.22 |     0.22 |   -1%  |  0.3272 |
-| TPC-H 22 ||  409.265 |  446.985 |   +9%˄ ||     2.44 |     2.24 |   -8%˄ |  0.0000 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Sum      ||  37616.4 |  36886.6 |   -2%  ||          |          |        |         |
 | Geomean  ||          |          |        ||          |          |   +0%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 |    Notes || ˄ Execution stopped due to max runs reached                            |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_3228b77c02306e4bd15c207f87717af8acd30522_st_s01.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_833281d1ee76a14a730e02fff4b4a0784c44baf7_st_s01.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                                   | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                                   |
 |  benchmark_mode          | Ordered                                                                                                          | Ordered                                                                                                          |
 |  build_type              | release                                                                                                          | release                                                                                                          |
 |  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                    | 2022-08-27 10:09:46                                                                                              | 2022-08-27 13:31:49                                                                                              |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                          |
 |  indexes                 | False                                                                                                            | False                                                                                                            |
 |  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 ||    4.778 |   4.665 |   -2%˄ ||   209.20 |   214.28 |   +2%˄ |  0.0000 |
 | TPC-H 02 ||    3.634 |   3.622 |   -0%˄ ||   275.05 |   275.96 |   +0%˄ |  0.9574 |
 | TPC-H 03 ||    0.618 |   0.625 |   +1%˄ ||  1613.08 |  1596.14 |   -1%˄ |  0.3219 |
 | TPC-H 04 ||    0.412 |   0.416 |   +1%˄ ||  2419.27 |  2398.31 |   -1%˄ |  0.0189 |
 | TPC-H 05 ||    0.983 |   0.964 |   -2%˄ ||  1016.15 |  1036.13 |   +2%˄ |  0.1183 |
 | TPC-H 06 ||    0.166 |   0.169 |   +2%˄ ||  5993.82 |  5862.38 |   -2%˄ |  0.0000 |
-| TPC-H 07 ||    9.237 |  10.760 |  +16%˄ ||   108.24 |    92.93 |  -14%˄ |  0.0414 |
 | TPC-H 08 ||   15.205 |  15.052 |   -1%˄ ||    65.76 |    66.43 |   +1%˄ |  0.6474 |
 | TPC-H 09 ||    3.381 |   3.479 |   +3%˄ ||   295.58 |   287.28 |   -3%˄ |  0.8501 |
 | TPC-H 10 ||    0.731 |   0.739 |   +1%˄ ||  1364.38 |  1350.54 |   -1%˄ |  0.0037 |
 | TPC-H 11 ||    0.193 |   0.196 |   +2%˄ ||  5143.79 |  5058.14 |   -2%˄ |  0.1961 |
 | TPC-H 12 ||    0.592 |   0.583 |   -2%˄ ||  1684.37 |  1711.64 |   +2%˄ |  0.0000 |
 | TPC-H 13 ||    1.935 |   1.955 |   +1%˄ ||   516.28 |   511.06 |   -1%˄ |  0.0027 |
 | TPC-H 14 ||    0.318 |   0.314 |   -1%˄ ||  3125.34 |  3169.48 |   +1%˄ |  0.1230 |
 | TPC-H 15 ||    1.107 |   1.096 |   -1%˄ ||   900.21 |   909.51 |   +1%˄ |  0.0001 |
 | TPC-H 16 ||    1.881 |   1.901 |   +1%˄ ||   531.03 |   525.51 |   -1%˄ |  0.0001 |
-| TPC-H 17 ||    0.589 |   0.700 |  +19%˄ ||  1694.17 |  1424.69 |  -16%˄ |  0.1480 |
 | TPC-H 18 ||    1.076 |   1.121 |   +4%˄ ||   928.19 |   890.86 |   -4%˄ |  0.0000 |
 | TPC-H 19 ||    4.738 |   4.698 |   -1%˄ ||   210.99 |   212.75 |   +1%˄ |  0.1419 |
 | TPC-H 20 ||    2.051 |   2.037 |   -1%˄ ||   487.16 |   490.22 |   +1%˄ |  0.7558 |
 | TPC-H 21 ||    1.346 |   1.381 |   +3%˄ ||   741.10 |   723.32 |   -2%˄ |  0.5508 |
 | TPC-H 22 ||    0.971 |   0.976 |   +1%˄ ||  1028.16 |  1022.37 |   -1%˄ |  0.0008 |
 +----------++----------+---------+--------++----------+----------+--------+---------+
 | Sum      ||     55.9 |    57.4 |   +3%  ||          |          |        |         |
 | Geomean  ||          |         |        ||          |          |   -2%  |         |
 +----------++----------+---------+--------++----------+----------+--------+---------+
 |    Notes || ˄ Execution stopped due to max runs reached                           |
 +----------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_3228b77c02306e4bd15c207f87717af8acd30522_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_833281d1ee76a14a730e02fff4b4a0784c44baf7_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                                       | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                                       |
 |  benchmark_mode               | Ordered                                                                                                              | Ordered                                                                                                              |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_size                   | 65535                                                                                                                | 65535                                                                                                                |
 |  clients                      | 1                                                                                                                    | 1                                                                                                                    |
 |  clustering                   | None                                                                                                                 | None                                                                                                                 |
 |  compiler                     | clang 14.0.0                                                                                                         | clang 14.0.0                                                                                                         |
 |  cores                        | 9                                                                                                                    | 9                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2022-08-27 10:10:14                                                                                                  | 2022-08-27 13:32:17                                                                                                  |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                              | {'default': {'encoding': 'Dictionary'}}                                                                              |
 |  indexes                      | False                                                                                                                | False                                                                                                                |
 |  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 | [9]                                                                                                                  | [9]                                                                                                                  |
 |  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 || 5060.072 | 5016.495 |   -1%  ||     0.18 |     0.18 |   -0%  | (run time too short) |
 | TPC-H 02 ||   31.253 |   31.086 |   -1%  ||    27.55 |    27.62 |   +0%  |               0.4970 |
 | TPC-H 03 ||  972.959 |  974.505 |   +0%  ||     1.02 |     1.02 |   +0%  |               0.9109 |
 | TPC-H 04 ||  494.022 |  493.911 |   -0%  ||     2.00 |     2.00 |   -0%  |               0.9825 |
 | TPC-H 05 ||  847.294 |  849.567 |   +0%  ||     1.17 |     1.17 |   -0%  |               0.8128 |
 | TPC-H 06 ||   44.351 |   44.118 |   -1%  ||    19.63 |    19.70 |   +0%  |               0.0449 |
 | TPC-H 07 ||  305.298 |  306.733 |   +0%  ||     3.22 |     3.20 |   -1%  |               0.2800 |
 | TPC-H 08 ||  251.425 |  248.549 |   -1%  ||     3.88 |     3.93 |   +1%  |               0.0054 |
 | TPC-H 09 || 2197.256 | 2212.945 |   +1%  ||     0.45 |     0.45 |   -0%  |               0.3405 |
 | TPC-H 10 || 1733.360 | 1752.674 |   +1%  ||     0.57 |     0.57 |   -0%  | (run time too short) |
 | TPC-H 11 ||   62.447 |   62.023 |   -1%  ||    14.68 |    14.88 |   +1%  |               0.0077 |
-| TPC-H 12 ||  396.028 |  416.860 |   +5%  ||     2.48 |     2.37 |   -5%  |               0.0000 |
 | TPC-H 13 || 3136.727 | 3124.190 |   -0%  ||     0.32 |     0.32 |   -0%  |               0.8032 |
 | TPC-H 14 ||  115.966 |  115.690 |   -0%  ||     8.25 |     8.27 |   +0%  |               0.2763 |
 | TPC-H 15 ||  127.687 |  127.975 |   +0%  ||     7.50 |     7.50 |   +0%  |               0.5755 |
 | TPC-H 16 ||  597.541 |  609.471 |   +2%  ||     1.65 |     1.62 |   -2%  |               0.0001 |
 | TPC-H 17 ||   62.124 |   61.526 |   -1%  ||    14.77 |    14.80 |   +0%  |               0.0009 |
-| TPC-H 18 || 2145.528 | 2258.271 |   +5%  ||     0.45 |     0.43 |   -4%  | (run time too short) |
 | TPC-H 19 ||   96.525 |   96.133 |   -0%  ||     9.72 |     9.82 |   +1%  |               0.1579 |
 | TPC-H 20 ||  157.567 |  155.377 |   -1%  ||     6.17 |     6.25 |   +1%  |               0.0003 |
 | TPC-H 21 || 1002.838 | 1002.254 |   -0%  ||     0.98 |     0.98 |   -0%  |               0.9227 |
-| TPC-H 22 ||  128.716 |  135.775 |   +5%  ||     7.53 |     7.08 |   -6%  |               0.0000 |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum      ||  19967.0 |  20096.1 |   +1%  ||          |          |        |                      |
 | Geomean  ||          |          |        ||          |          |   -1%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_3228b77c02306e4bd15c207f87717af8acd30522_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_833281d1ee76a14a730e02fff4b4a0784c44baf7_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                               | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                               |
 |  benchmark_mode               | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type                   | release                                                                                                      | release                                                                                                      |
 |  chunk_size                   | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                      | 9                                                                                                            | 9                                                                                                            |
 |  clustering                   | None                                                                                                         | None                                                                                                         |
 |  compiler                     | clang 14.0.0                                                                                                 | clang 14.0.0                                                                                                 |
 |  cores                        | 9                                                                                                            | 9                                                                                                            |
 |  data_preparation_cores       | 0                                                                                                            | 0                                                                                                            |
 |  date                         | 2022-08-27 10:34:18                                                                                          | 2022-08-27 13:56:26                                                                                          |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  indexes                      | False                                                                                                        | False                                                                                                        |
 |  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 | [9]                                                                                                          | [9]                                                                                                          |
 |  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 || 5945.329 | 6037.168 |   +2%  ||     0.15 |     0.15 |   -0%  |  0.6075 |
-| TPC-H 02 ||  259.378 |  387.057 |  +49%  ||     0.15 |     0.15 |   +0%  |  0.3145 |
-| TPC-H 03 || 3311.461 | 3507.495 |   +6%  ||     0.15 |     0.15 |   +0%  |  0.5558 |
-| TPC-H 04 || 2011.605 | 2419.812 |  +20%  ||     0.15 |     0.15 |   -0%  |  0.1379 |
+| TPC-H 05 || 4687.323 | 4054.401 |  -14%  ||     0.15 |     0.15 |   +0%  |  0.1134 |
+| TPC-H 06 ||  805.134 |  495.653 |  -38%  ||     0.15 |     0.15 |   -0%  |  0.0622 |
+| TPC-H 07 || 2672.994 | 2067.638 |  -23%  ||     0.15 |     0.15 |   +1%  |  0.0850 |
 | TPC-H 08 || 2090.211 | 2099.885 |   +0%  ||     0.15 |     0.15 |   -0%  |  0.9764 |
-| TPC-H 09 || 5696.675 | 6408.858 |  +13%  ||     0.15 |     0.15 |   +0%  |  0.1005 |
-| TPC-H 10 || 4702.466 | 5275.958 |  +12%  ||     0.15 |     0.15 |   +0%  |  0.2399 |
+| TPC-H 11 ||  372.765 |  340.427 |   -9%  ||     0.15 |     0.15 |   -0%  |  0.7986 |
-| TPC-H 12 || 2647.415 | 2803.487 |   +6%  ||     0.15 |     0.15 |   -0%  |  0.6605 |
+| TPC-H 13 || 6334.802 | 5589.628 |  -12%  ||     0.15 |     0.15 |   -0%  |  0.0460 |
 | TPC-H 14 || 1048.955 | 1073.249 |   +2%  ||     0.15 |     0.15 |   +0%  |  0.9059 |
-| TPC-H 15 ||  526.750 |  570.532 |   +8%  ||     0.15 |     0.15 |   +0%  |  0.6908 |
+| TPC-H 16 || 1989.428 | 1879.174 |   -6%  ||     0.15 |     0.15 |   +0%  |  0.7326 |
+| TPC-H 17 || 1077.596 |  892.783 |  -17%  ||     0.15 |     0.15 |   -1%  |  0.4911 |
 | TPC-H 18 || 3302.013 | 3199.233 |   -3%  ||     0.15 |     0.15 |   +0%  |  0.6285 |
-| TPC-H 19 ||  654.744 |  767.008 |  +17%  ||     0.15 |     0.15 |   -0%  |  0.5523 |
-| TPC-H 20 || 1515.146 | 1791.241 |  +18%  ||     0.15 |     0.15 |   -0%  |  0.3955 |
-| TPC-H 21 || 6176.968 | 6567.009 |   +6%  ||     0.15 |     0.15 |   -1%  |  0.5642 |
+| TPC-H 22 || 1135.553 |  892.938 |  -21%  ||     0.15 |     0.15 |   +0%  |  0.2738 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Sum      ||  58964.7 |  59120.6 |   +0%  ||          |          |        |         |
 | Geomean  ||          |          |        ||          |          |   -0%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_3228b77c02306e4bd15c207f87717af8acd30522_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_833281d1ee76a14a730e02fff4b4a0784c44baf7_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                                | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                                |
 |  benchmark_mode         | Ordered                                                                                                       | Ordered                                                                                                       |
 |  build_type             | release                                                                                                       | release                                                                                                       |
 |  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                   | 2022-08-27 10:56:18                                                                                           | 2022-08-27 14:18:24                                                                                           |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                       | {'default': {'encoding': 'Dictionary'}}                                                                       |
 |  indexes                | False                                                                                                         | False                                                                                                         |
 |  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      ||  269.734 |  259.800 |   -4%˄ ||     3.71 |     3.85 |   +4%˄ |  0.0000 |
 | 03      ||   73.541 |   73.655 |   +0%˄ ||    13.60 |    13.58 |   -0%˄ |  0.8621 |
 | 06      ||  158.150 |  156.216 |   -1%˄ ||     6.32 |     6.40 |   +1%˄ |  0.0005 |
 | 07      ||  290.187 |  287.393 |   -1%˄ ||     3.45 |     3.48 |   +1%˄ |  0.1119 |
 | 09      ||  644.724 |  660.614 |   +2%  ||     1.55 |     1.51 |   -2%  |  0.0040 |
 | 10      ||  129.756 |  126.776 |   -2%˄ ||     7.71 |     7.89 |   +2%˄ |  0.0000 |
 | 13      ||  418.203 |  404.143 |   -3%˄ ||     2.39 |     2.47 |   +3%˄ |  0.0000 |
 | 15      ||  107.978 |  104.354 |   -3%˄ ||     9.26 |     9.58 |   +3%˄ |  0.0000 |
 | 16      ||  157.669 |  152.139 |   -4%˄ ||     6.34 |     6.57 |   +4%˄ |  0.0000 |
 | 17      ||  310.189 |  299.412 |   -3%˄ ||     3.22 |     3.34 |   +4%˄ |  0.0000 |
 | 19      ||  104.893 |  101.541 |   -3%˄ ||     9.53 |     9.85 |   +3%˄ |  0.0000 |
 | 25      ||  169.381 |  164.637 |   -3%˄ ||     5.90 |     6.07 |   +3%˄ |  0.0000 |
+| 26      ||  137.142 |  127.863 |   -7%˄ ||     7.29 |     7.82 |   +7%˄ |  0.0000 |
 | 28      ||  618.739 |  595.611 |   -4%˄ ||     1.62 |     1.68 |   +4%˄ |  0.0000 |
 | 29      ||  471.613 |  457.276 |   -3%˄ ||     2.12 |     2.19 |   +3%˄ |  0.0000 |
+| 31      || 1442.504 | 1216.246 |  -16%  ||     0.69 |     0.82 |  +19%  |  0.0000 |
 | 32      ||   45.130 |   44.054 |   -2%˄ ||    22.16 |    22.70 |   +2%˄ |  0.0000 |
 | 34      ||  161.410 |  155.628 |   -4%˄ ||     6.20 |     6.43 |   +4%˄ |  0.0000 |
 | 35      ||  626.396 |  616.777 |   -2%  ||     1.60 |     1.62 |   +2%  |  0.0000 |
 | 37      ||  265.105 |  261.573 |   -1%˄ ||     3.77 |     3.82 |   +1%˄ |  0.0484 |
 | 39a     || 1710.581 | 1749.872 |   +2%  ||     0.58 |     0.57 |   -2%  |  0.0000 |
 | 39b     || 1706.808 | 1732.971 |   +2%  ||     0.59 |     0.58 |   -2%  |  0.0016 |
 | 41      ||  280.894 |  281.462 |   +0%˄ ||     3.56 |     3.55 |   -0%˄ |  0.2653 |
 | 42      ||   82.194 |   80.470 |   -2%˄ ||    12.17 |    12.43 |   +2%˄ |  0.0000 |
 | 43      ||  914.124 |  917.814 |   +0%  ||     1.09 |     1.09 |   -0%  |  0.1623 |
 | 45      ||  115.658 |  117.517 |   +2%˄ ||     8.65 |     8.51 |   -2%˄ |  0.0000 |
 | 48      || 1013.678 | 1016.602 |   +0%  ||     0.99 |     0.98 |   -0%  |  0.4436 |
 | 50      ||  110.790 |  111.105 |   +0%˄ ||     9.03 |     9.00 |   -0%˄ |  0.0893 |
 | 52      ||   79.770 |   79.977 |   +0%˄ ||    12.54 |    12.50 |   -0%˄ |  0.2977 |
 | 55      ||   75.661 |   76.293 |   +1%˄ ||    13.22 |    13.11 |   -1%˄ |  0.0001 |
 | 62      ||  524.404 |  526.587 |   +0%˄ ||     1.91 |     1.90 |   -0%˄ |  0.0003 |
 | 65      || 1866.594 | 1866.322 |   -0%  ||     0.54 |     0.54 |   +0%  |  0.9745 |
 | 69      ||  119.389 |  118.982 |   -0%˄ ||     8.38 |     8.40 |   +0%˄ |  0.3045 |
 | 73      ||   79.198 |   77.856 |   -2%˄ ||    12.63 |    12.84 |   +2%˄ |  0.0000 |
 | 79      ||  457.961 |  460.123 |   +0%˄ ||     2.18 |     2.17 |   -0%˄ |  0.0059 |
 | 81      ||  205.033 |  207.034 |   +1%˄ ||     4.88 |     4.83 |   -1%˄ |  0.0000 |
 | 82      ||  338.972 |  336.298 |   -1%˄ ||     2.95 |     2.97 |   +1%˄ |  0.1477 |
 | 83      ||   49.553 |   49.600 |   +0%˄ ||    20.18 |    20.16 |   -0%˄ |  0.9257 |
 | 85      ||  131.564 |  132.142 |   +0%˄ ||     7.60 |     7.57 |   -0%˄ |  0.0659 |
 | 88      ||  614.537 |  613.341 |   -0%  ||     1.63 |     1.63 |   +0%  |  0.1386 |
 | 91      ||   18.425 |   18.393 |   -0%˄ ||    54.26 |    54.36 |   +0%˄ |  0.0666 |
 | 92      ||   47.114 |   46.371 |   -2%˄ ||    21.22 |    21.56 |   +2%˄ |  0.0000 |
 | 93      || 3661.661 | 3717.472 |   +2%  ||     0.27 |     0.27 |   -2%  |  0.0002 |
 | 94      ||   96.418 |   98.258 |   +2%˄ ||    10.37 |    10.18 |   -2%˄ |  0.0000 |
 | 95      || 8830.358 | 8683.116 |   -2%  ||     0.11 |     0.12 |   +2%  |       ˅ |
 | 96      ||   58.406 |   58.367 |   -0%˄ ||    17.12 |    17.13 |   +0%˄ |  0.9102 |
 | 97      || 3211.494 | 3230.009 |   +1%  ||     0.31 |     0.31 |   -1%  |  0.2748 |
 | 99      ||  999.044 |  999.367 |   +0%  ||     1.00 |     1.00 |   -0%  |  0.8128 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     ||  34002.7 |  33669.4 |   -1%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +1%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 |   Notes || ˄ Execution stopped due to max runs reached                            |
 |         || ˅ Insufficient number of runs for p-value calculation                  |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_3228b77c02306e4bd15c207f87717af8acd30522_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_833281d1ee76a14a730e02fff4b4a0784c44baf7_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                                | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                                |
 |  benchmark_mode               | Shuffled                                                                                                      | Shuffled                                                                                                      |
 |  build_type                   | release                                                                                                       | release                                                                                                       |
 |  chunk_size                   | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                      | 9                                                                                                             | 9                                                                                                             |
 |  compiler                     | clang 14.0.0                                                                                                  | clang 14.0.0                                                                                                  |
 |  cores                        | 9                                                                                                             | 9                                                                                                             |
 |  data_preparation_cores       | 0                                                                                                             | 0                                                                                                             |
 |  date                         | 2022-08-27 11:22:24                                                                                           | 2022-08-27 14:44:20                                                                                           |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                       | {'default': {'encoding': 'Dictionary'}}                                                                       |
 |  indexes                      | False                                                                                                         | False                                                                                                         |
 |  max_duration                 | 1200000000000                                                                                                 | 1200000000000                                                                                                 |
 |  max_runs                     | -1                                                                                                            | -1                                                                                                            |
 |  time_unit                    | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler              | True                                                                                                          | True                                                                                                          |
 |  utilized_cores_per_numa_node | [9]                                                                                                           | [9]                                                                                                           |
 |  verify                       | False                                                                                                         | False                                                                                                         |
 |  warmup_duration              | 0                                                                                                             | 0                                                                                                             |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | 01      ||  651.388 |  633.094 |   -3%  ||     0.16 |     0.16 |   +1%  |  0.8738 |
-| 03      ||  190.734 |  249.490 |  +31%  ||     0.16 |     0.16 |   +1%  |  0.3138 |
 | 06      ||  643.766 |  644.354 |   +0%  ||     0.16 |     0.16 |   +1%  |  0.9971 |
+| 07      ||  856.150 |  719.151 |  -16%  ||     0.16 |     0.16 |   +1%  |  0.3080 |
 | 09      || 1462.744 | 1414.732 |   -3%  ||     0.16 |     0.16 |   +1%  |  0.8152 |
-| 10      ||  514.353 |  573.135 |  +11%  ||     0.16 |     0.16 |   +1%  |  0.6877 |
+| 13      || 1337.640 | 1044.952 |  -22%  ||     0.16 |     0.16 |   +1%  |  0.0851 |
+| 15      ||  431.090 |  285.049 |  -34%  ||     0.16 |     0.16 |   +1%  |  0.0838 |
+| 16      ||  412.548 |  373.628 |   -9%  ||     0.16 |     0.16 |   +1%  |  0.6131 |
 | 17      || 1018.938 |  986.775 |   -3%  ||     0.16 |     0.16 |   +0%  |  0.8899 |
+| 19      ||  484.252 |  375.127 |  -23%  ||     0.16 |     0.16 |   +0%  |  0.4499 |
-| 25      ||  696.380 |  743.030 |   +7%  ||     0.16 |     0.16 |   +1%  |  0.7779 |
 | 26      ||  446.261 |  442.172 |   -1%  ||     0.16 |     0.16 |   +0%  |  0.9732 |
+| 28      || 1339.691 | 1053.410 |  -21%  ||     0.16 |     0.16 |   +1%  |  0.1633 |
+| 29      || 1199.895 | 1076.690 |  -10%  ||     0.16 |     0.16 |   +1%  |  0.4544 |
+| 31      || 2244.589 | 1804.544 |  -20%  ||     0.16 |     0.16 |   +0%  |  0.1086 |
+| 32      ||  278.247 |  167.163 |  -40%  ||     0.16 |     0.16 |   +1%  |  0.1407 |
+| 34      ||  580.663 |  521.646 |  -10%  ||     0.16 |     0.16 |   +1%  |  0.6099 |
+| 35      || 1613.168 | 1455.854 |  -10%  ||     0.16 |     0.16 |   +1%  |  0.3966 |
 | 37      ||  624.350 |  635.145 |   +2%  ||     0.16 |     0.16 |   +1%  |  0.9302 |
-| 39a     || 2015.926 | 2136.236 |   +6%  ||     0.16 |     0.16 |   +1%  |  0.4794 |
 | 39b     || 2173.998 | 2096.131 |   -4%  ||     0.16 |     0.16 |   +0%  |  0.7063 |
-| 41      || 2164.153 | 2840.557 |  +31%  ||     0.16 |     0.16 |   +1%  |  0.0205 |
+| 42      ||  341.515 |  219.181 |  -36%  ||     0.16 |     0.16 |   +0%  |  0.1202 |
-| 43      || 1416.569 | 1807.128 |  +28%  ||     0.16 |     0.16 |   +1%  |  0.0268 |
-| 45      ||  383.112 |  574.326 |  +50%  ||     0.16 |     0.16 |   +1%  |  0.2092 |
-| 48      || 1689.639 | 2102.169 |  +24%  ||     0.16 |     0.16 |   +1%  |  0.0797 |
+| 50      ||  681.221 |  433.218 |  -36%  ||     0.16 |     0.16 |   +1%  |  0.1276 |
+| 52      ||  371.260 |  279.675 |  -25%  ||     0.16 |     0.16 |   +1%  |  0.2777 |
-| 55      ||  248.803 |  374.379 |  +50%  ||     0.16 |     0.16 |   +1%  |  0.1855 |
-| 62      ||  895.066 |  936.902 |   +5%  ||     0.16 |     0.16 |   +1%  |  0.7099 |
-| 65      || 3195.421 | 3372.873 |   +6%  ||     0.16 |     0.16 |   +0%  |  0.2996 |
+| 69      ||  680.296 |  615.229 |  -10%  ||     0.16 |     0.16 |   +1%  |  0.6868 |
+| 73      ||  281.993 |  243.648 |  -14%  ||     0.16 |     0.16 |   +0%  |  0.4261 |
+| 79      || 1209.827 | 1033.887 |  -15%  ||     0.16 |     0.16 |   +1%  |  0.2281 |
-| 81      ||  524.451 |  588.739 |  +12%  ||     0.16 |     0.16 |   +0%  |  0.4727 |
-| 82      ||  842.667 | 1027.171 |  +22%  ||     0.16 |     0.16 |   +1%  |  0.3186 |
+| 83      ||  280.161 |  243.805 |  -13%  ||     0.16 |     0.16 |   +1%  |  0.7303 |
+| 85      ||  682.030 |  539.288 |  -21%  ||     0.16 |     0.16 |   +1%  |  0.2822 |
-| 88      || 1394.429 | 1551.799 |  +11%  ||     0.16 |     0.16 |   +1%  |  0.5371 |
-| 91      ||  176.168 |  246.914 |  +40%  ||     0.16 |     0.16 |   +1%  |  0.4825 |
-| 92      ||  238.703 |  258.704 |   +8%  ||     0.16 |     0.16 |   +1%  |  0.7796 |
 | 93      || 2516.612 | 2612.020 |   +4%  ||     0.16 |     0.16 |   +1%  |  0.5731 |
-| 94      ||  335.911 |  549.745 |  +64%  ||     0.16 |     0.16 |   +1%  |  0.0906 |
 | 95      || 8456.544 | 8415.918 |   -0%  ||     0.16 |     0.16 |   +1%  |  0.9064 |
+| 96      ||  242.198 |  205.150 |  -15%  ||     0.16 |     0.16 |   +0%  |  0.5217 |
 | 97      || 4037.367 | 3954.251 |   -2%  ||     0.16 |     0.16 |   +0%  |  0.7031 |
+| 99      || 1557.170 | 1373.885 |  -12%  ||     0.16 |     0.16 |   +1%  |  0.2769 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     ||  56060.1 |  55832.1 |   -0%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +0%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_3228b77c02306e4bd15c207f87717af8acd30522_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_833281d1ee76a14a730e02fff4b4a0784c44baf7_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                               | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                               |
 |  benchmark_mode         | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type             | release                                                                                                      | release                                                                                                      |
 |  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                   | 2022-08-27 11:42:53                                                                                          | 2022-08-27 15:04:50                                                                                          |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  indexes                | False                                                                                                        | False                                                                                                        |
 |  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     ||   23.070 |  22.914 |   -1%  ||     4.25 |     4.27 |   +0%  |  0.0680 |
 | New-Order    ||   16.376 |  16.359 |   -0%  ||    47.98 |    48.08 |   +0%  |  0.8967 |
 | Order-Status ||    1.089 |   1.082 |   -1%  ||     4.25 |     4.27 |   +0%  |  0.4567 |
 | Payment      ||    2.060 |   2.048 |   -1%  ||    45.86 |    45.91 |   +0%  |  0.0512 |
 | Stock-Level  ||    3.551 |   3.543 |   -0%  ||     4.27 |     4.27 |   -0%  |  0.7768 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||     46.1 |    45.9 |   -0%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +0%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_3228b77c02306e4bd15c207f87717af8acd30522_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_833281d1ee76a14a730e02fff4b4a0784c44baf7_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                               | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                               |
 |  benchmark_mode               | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type                   | release                                                                                                      | release                                                                                                      |
 |  chunk_size                   | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                      | 9                                                                                                            | 9                                                                                                            |
 |  compiler                     | clang 14.0.0                                                                                                 | clang 14.0.0                                                                                                 |
 |  cores                        | 9                                                                                                            | 9                                                                                                            |
 |  data_preparation_cores       | 0                                                                                                            | 0                                                                                                            |
 |  date                         | 2022-08-27 11:43:53                                                                                          | 2022-08-27 15:05:51                                                                                          |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  indexes                      | False                                                                                                        | False                                                                                                        |
 |  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 | [9]                                                                                                          | [9]                                                                                                          |
 |  verify                       | False                                                                                                        | False                                                                                                        |
 |  warmup_duration              | 0                                                                                                            | 0                                                                                                            |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||  132.250 | 130.275 |   -1%  ||     5.74 |     5.79 |   +1%  |  0.0716 |
 |    unsucc.:  ||      2.0 |     2.0 |    -2% ||    11.38 |    11.39 |    +0% |         |
 | New-Order    ||   36.769 |  36.713 |   -0%  ||   114.66 |   114.24 |   -0%  |  0.4390 |
 |    unsucc.:  ||      3.3 |     3.5 |    +4% ||    77.92 |    79.01 |    +1% |         |
 | Order-Status ||    5.069 |   4.971 |   -2%  ||    17.12 |    17.18 |   +0%  |  0.0053 |
 | Payment      ||    5.425 |   5.414 |   -0%  ||    46.72 |    47.05 |   +1%  |  0.3589 |
 |    unsucc.:  ||      2.1 |     2.1 |    -0% ||   137.31 |   137.61 |    +0% |         |
 | Stock-Level  ||   11.626 |  11.502 |   -1%  ||    17.12 |    17.18 |   +0%  |  0.2546 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||    191.1 |   188.9 |   -1%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +0%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_3228b77c02306e4bd15c207f87717af8acd30522_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_833281d1ee76a14a730e02fff4b4a0784c44baf7_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                                    | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                                    |
 |  benchmark_mode         | Ordered                                                                                                           | Ordered                                                                                                           |
 |  build_type             | release                                                                                                           | release                                                                                                           |
 |  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                   | 2022-08-27 12:03:57                                                                                               | 2022-08-27 15:25:54                                                                                               |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                           |
 |  indexes                | False                                                                                                             | False                                                                                                             |
 |  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     ||  183.613 |  174.250 |   -5%˄ ||     5.45 |     5.74 |   +5%˄ |  0.0000 |
-| 10b     ||  111.638 |  124.133 |  +11%˄ ||     8.96 |     8.06 |  -10%˄ |  0.0000 |
 | 10c     ||  320.593 |  321.829 |   +0%˄ ||     3.12 |     3.11 |   -0%˄ |  0.3592 |
 | 11a     ||   16.427 |   16.623 |   +1%˄ ||    60.86 |    60.15 |   -1%˄ |  0.1090 |
 | 11b     ||   16.262 |   16.283 |   +0%˄ ||    61.48 |    61.40 |   -0%˄ |  0.5742 |
 | 11c     ||   22.105 |   21.849 |   -1%˄ ||    45.23 |    45.76 |   +1%˄ |  0.0004 |
 | 11d     ||   24.738 |   24.989 |   +1%˄ ||    40.42 |    40.01 |   -1%˄ |  0.2542 |
 | 12a     ||   51.497 |   50.858 |   -1%˄ ||    19.42 |    19.66 |   +1%˄ |  0.0000 |
 | 12b     ||   29.831 |   28.709 |   -4%˄ ||    33.52 |    34.83 |   +4%˄ |  0.0000 |
 | 12c     ||   88.659 |   88.364 |   -0%˄ ||    11.28 |    11.32 |   +0%˄ |  0.2915 |
 | 13a     ||  285.775 |  277.667 |   -3%˄ ||     3.50 |     3.60 |   +3%˄ |  0.0000 |
+| 13b     ||  178.365 |  156.415 |  -12%˄ ||     5.61 |     6.39 |  +14%˄ |  0.0000 |
+| 13c     ||  135.201 |  119.942 |  -11%˄ ||     7.40 |     8.34 |  +13%˄ |  0.0000 |
+| 13d     ||  622.639 |  590.308 |   -5%˄ ||     1.61 |     1.69 |   +5%˄ |  0.0000 |
 | 14a     ||  420.039 |  413.331 |   -2%˄ ||     2.38 |     2.42 |   +2%˄ |  0.0000 |
 | 14b     ||  237.885 |  231.705 |   -3%˄ ||     4.20 |     4.32 |   +3%˄ |  0.0000 |
+| 14c     ||  513.357 |  489.895 |   -5%˄ ||     1.95 |     2.04 |   +5%˄ |  0.0000 |
 | 15a     ||   82.431 |   84.123 |   +2%˄ ||    12.13 |    11.89 |   -2%˄ |  0.0000 |
 | 15b     ||   81.979 |   80.816 |   -1%˄ ||    12.20 |    12.37 |   +1%˄ |  0.0000 |
 | 15c     ||   88.473 |   87.470 |   -1%˄ ||    11.30 |    11.43 |   +1%˄ |  0.0000 |
 | 15d     ||   82.436 |   81.956 |   -1%˄ ||    12.13 |    12.20 |   +1%˄ |  0.0032 |
 | 16a     || 2179.182 | 2143.911 |   -2%  ||     0.46 |     0.47 |   +2%  |  0.0003 |
 | 16b     || 3152.478 | 3158.711 |   +0%  ||     0.32 |     0.32 |   -0%  |  0.5861 |
 | 16c     || 2230.260 | 2240.602 |   +0%  ||     0.45 |     0.45 |   -0%  |  0.3060 |
 | 16d     || 2205.176 | 2199.923 |   -0%  ||     0.45 |     0.45 |   +0%  |  0.4117 |
 | 17a     ||  565.333 |  564.388 |   -0%˄ ||     1.77 |     1.77 |   +0%˄ |  0.0621 |
 | 17b     ||  443.005 |  440.416 |   -1%˄ ||     2.26 |     2.27 |   +1%˄ |  0.0000 |
 | 17c     ||  419.906 |  418.188 |   -0%˄ ||     2.38 |     2.39 |   +0%˄ |  0.0000 |
 | 17d     ||  496.043 |  493.633 |   -0%˄ ||     2.02 |     2.03 |   +0%˄ |  0.0000 |
 | 17e     || 1556.262 | 1536.289 |   -1%  ||     0.64 |     0.65 |   +1%  |  0.0000 |
 | 17f     ||  914.248 |  913.894 |   -0%  ||     1.09 |     1.09 |   +0%  |  0.5712 |
 | 18a     ||  596.663 |  595.795 |   -0%˄ ||     1.68 |     1.68 |   +0%˄ |  0.0388 |
 | 18b     ||  109.478 |  109.696 |   +0%˄ ||     9.13 |     9.12 |   -0%˄ |  0.2483 |
 | 18c     ||  552.104 |  555.718 |   +1%˄ ||     1.81 |     1.80 |   -1%˄ |  0.0000 |
 | 19a     ||  178.086 |  176.026 |   -1%˄ ||     5.62 |     5.68 |   +1%˄ |  0.0000 |
 | 19b     ||  125.111 |  124.248 |   -1%˄ ||     7.99 |     8.05 |   +1%˄ |  0.0000 |
 | 19c     ||  189.653 |  189.316 |   -0%˄ ||     5.27 |     5.28 |   +0%˄ |  0.0540 |
 | 19d     ||  716.273 |  714.596 |   -0%  ||     1.40 |     1.40 |   +0%  |  0.0026 |
 | 1a      ||   10.569 |   10.727 |   +1%˄ ||    94.60 |    93.20 |   -1%˄ |  0.0000 |
 | 1b      ||    9.933 |   10.081 |   +1%˄ ||   100.65 |    99.18 |   -1%˄ |  0.0000 |
 | 1c      ||   11.586 |   11.435 |   -1%˄ ||    86.29 |    87.43 |   +1%˄ |  0.0000 |
 | 1d      ||    9.993 |   10.100 |   +1%˄ ||   100.05 |    98.99 |   -1%˄ |  0.0000 |
 | 20a     ||  390.295 |  375.645 |   -4%˄ ||     2.56 |     2.66 |   +4%˄ |  0.0000 |
 | 20b     ||  233.765 |  229.849 |   -2%˄ ||     4.28 |     4.35 |   +2%˄ |  0.0000 |
 | 20c     ||  226.824 |  226.902 |   +0%˄ ||     4.41 |     4.41 |   -0%˄ |  0.5146 |
 | 21a     ||   34.895 |   34.628 |   -1%˄ ||    28.65 |    28.88 |   +1%˄ |  0.0000 |
 | 21b     ||   20.477 |   20.411 |   -0%˄ ||    48.82 |    48.98 |   +0%˄ |  0.0064 |
 | 21c     ||   34.902 |   34.846 |   -0%˄ ||    28.65 |    28.70 |   +0%˄ |  0.0962 |
 | 22a     ||  197.688 |  197.506 |   -0%˄ ||     5.06 |     5.06 |   +0%˄ |  0.4113 |
 | 22b     ||  144.023 |  144.372 |   +0%˄ ||     6.94 |     6.93 |   -0%˄ |  0.0011 |
 | 22c     ||  488.080 |  489.352 |   +0%˄ ||     2.05 |     2.04 |   -0%˄ |  0.0178 |
 | 22d     ||  891.582 |  883.835 |   -1%  ||     1.12 |     1.13 |   +1%  |  0.0000 |
 | 23a     ||   43.863 |   43.683 |   -0%˄ ||    22.80 |    22.89 |   +0%˄ |  0.0061 |
 | 23b     ||   50.616 |   48.839 |   -4%˄ ||    19.76 |    20.47 |   +4%˄ |  0.0000 |
 | 23c     ||   85.265 |   85.482 |   +0%˄ ||    11.73 |    11.70 |   -0%˄ |  0.1093 |
 | 24a     ||  140.366 |  139.592 |   -1%˄ ||     7.12 |     7.16 |   +1%˄ |  0.0040 |
 | 24b     ||  117.790 |  117.751 |   -0%˄ ||     8.49 |     8.49 |   +0%˄ |  0.8284 |
 | 25a     ||  271.334 |  271.507 |   +0%˄ ||     3.69 |     3.68 |   -0%˄ |  0.4121 |
 | 25b     ||  108.470 |  108.650 |   +0%˄ ||     9.22 |     9.20 |   -0%˄ |  0.4028 |
 | 25c     ||  925.166 |  923.490 |   -0%  ||     1.08 |     1.08 |   +0%  |  0.1642 |
 | 26a     ||  169.842 |  169.807 |   -0%˄ ||     5.89 |     5.89 |   +0%˄ |  0.7737 |
 | 26b     ||  133.655 |  132.818 |   -1%˄ ||     7.48 |     7.53 |   +1%˄ |  0.0014 |
 | 26c     ||  244.166 |  244.322 |   +0%˄ ||     4.10 |     4.09 |   -0%˄ |  0.5239 |
 | 27a     ||   24.597 |   24.631 |   +0%˄ ||    40.65 |    40.59 |   -0%˄ |  0.4207 |
 | 27b     ||   24.131 |   24.173 |   +0%˄ ||    41.43 |    41.36 |   -0%˄ |  0.1354 |
 | 27c     ||   34.876 |   34.862 |   -0%˄ ||    28.67 |    28.68 |   +0%˄ |  0.7088 |
 | 28a     ||  293.147 |  293.171 |   +0%˄ ||     3.41 |     3.41 |   -0%˄ |  0.9305 |
 | 28b     ||   39.882 |   39.984 |   +0%˄ ||    25.07 |    25.01 |   -0%˄ |  0.0573 |
 | 28c     ||  329.406 |  328.162 |   -0%˄ ||     3.04 |     3.05 |   +0%˄ |  0.0000 |
 | 29a     ||  102.129 |  101.680 |   -0%˄ ||     9.79 |     9.83 |   +0%˄ |  0.0000 |
 | 29b     ||   74.932 |   74.333 |   -1%˄ ||    13.34 |    13.45 |   +1%˄ |  0.0001 |
 | 29c     ||  144.523 |  144.485 |   -0%˄ ||     6.92 |     6.92 |   +0%˄ |  0.8575 |
 | 2a      ||   51.294 |   51.285 |   -0%˄ ||    19.49 |    19.50 |   +0%˄ |  0.8509 |
 | 2b      ||   41.875 |   41.985 |   +0%˄ ||    23.88 |    23.82 |   -0%˄ |  0.0407 |
 | 2c      ||   22.860 |   22.963 |   +0%˄ ||    43.74 |    43.54 |   -0%˄ |  0.0000 |
 | 2d      ||   72.708 |   73.102 |   +1%˄ ||    13.75 |    13.68 |   -1%˄ |  0.0001 |
 | 30a     ||  146.613 |  146.620 |   +0%˄ ||     6.82 |     6.82 |   -0%˄ |  0.9371 |
 | 30b     ||  129.759 |  130.038 |   +0%˄ ||     7.71 |     7.69 |   -0%˄ |  0.0209 |
 | 30c     ||  373.215 |  372.248 |   -0%˄ ||     2.68 |     2.69 |   +0%˄ |  0.0254 |
 | 31a     ||  142.365 |  142.374 |   +0%˄ ||     7.02 |     7.02 |   -0%˄ |  0.9496 |
 | 31b     ||  119.315 |  119.848 |   +0%˄ ||     8.38 |     8.34 |   -0%˄ |  0.0136 |
 | 31c     ||  168.270 |  166.067 |   -1%˄ ||     5.94 |     6.02 |   +1%˄ |  0.0000 |
 | 32a     ||   15.882 |   15.639 |   -2%˄ ||    62.95 |    63.92 |   +2%˄ |  0.1702 |
 | 32b     ||   37.587 |   37.755 |   +0%˄ ||    26.60 |    26.48 |   -0%˄ |  0.0363 |
 | 33a     ||   22.827 |   23.231 |   +2%˄ ||    43.80 |    43.04 |   -2%˄ |  0.0000 |
 | 33b     ||   22.239 |   22.655 |   +2%˄ ||    44.96 |    44.13 |   -2%˄ |  0.0000 |
 | 33c     ||   25.859 |   26.293 |   +2%˄ ||    38.66 |    38.03 |   -2%˄ |  0.0000 |
 | 3a      ||  124.438 |  124.964 |   +0%˄ ||     8.04 |     8.00 |   -0%˄ |  0.0342 |
 | 3b      ||   14.108 |   14.208 |   +1%˄ ||    70.87 |    70.37 |   -1%˄ |  0.0000 |
 | 3c      ||  449.906 |  441.562 |   -2%˄ ||     2.22 |     2.26 |   +2%˄ |  0.0000 |
 | 4a      ||  114.967 |  114.695 |   -0%˄ ||     8.70 |     8.72 |   +0%˄ |  0.3968 |
 | 4b      ||   12.891 |   13.140 |   +2%˄ ||    77.56 |    76.09 |   -2%˄ |  0.0000 |
 | 4c      ||  127.010 |  127.286 |   +0%˄ ||     7.87 |     7.86 |   -0%˄ |  0.0518 |
 | 5a      ||   58.807 |   58.716 |   -0%˄ ||    17.00 |    17.03 |   +0%˄ |  0.2796 |
 | 5b      ||  139.639 |  138.409 |   -1%˄ ||     7.16 |     7.22 |   +1%˄ |  0.0000 |
 | 5c      ||  193.384 |  193.290 |   -0%˄ ||     5.17 |     5.17 |   +0%˄ |  0.7307 |
 | 6a      ||   98.820 |   99.197 |   +0%˄ ||    10.12 |    10.08 |   -0%˄ |  0.0395 |
 | 6b      ||  117.711 |  117.226 |   -0%˄ ||     8.50 |     8.53 |   +0%˄ |  0.0000 |
 | 6c      ||   93.813 |   94.384 |   +1%˄ ||    10.66 |    10.59 |   -1%˄ |  0.0000 |
 | 6d      ||  509.882 |  510.144 |   +0%˄ ||     1.96 |     1.96 |   -0%˄ |  0.4468 |
 | 6e      ||   98.591 |   99.191 |   +1%˄ ||    10.14 |    10.08 |   -1%˄ |  0.0000 |
 | 6f      ||  681.298 |  680.914 |   -0%  ||     1.47 |     1.47 |   +0%  |  0.4217 |
 | 7a      ||   53.245 |   53.369 |   +0%˄ ||    18.78 |    18.74 |   -0%˄ |  0.2600 |
 | 7b      ||   48.725 |   48.706 |   -0%˄ ||    20.52 |    20.53 |   +0%˄ |  0.8713 |
 | 7c      ||  572.342 |  571.674 |   -0%˄ ||     1.75 |     1.75 |   +0%˄ |  0.5618 |
 | 8a      ||   38.721 |   38.509 |   -1%˄ ||    25.82 |    25.97 |   +1%˄ |  0.0274 |
 | 8b      ||   36.112 |   35.966 |   -0%˄ ||    27.69 |    27.80 |   +0%˄ |  0.0565 |
 | 8c      || 1839.838 | 1835.074 |   -0%  ||     0.54 |     0.54 |   +0%  |  0.0696 |
 | 8d      ||  305.047 |  304.544 |   -0%˄ ||     3.28 |     3.28 |   +0%˄ |  0.1247 |
 | 9a      ||  186.154 |  184.862 |   -1%˄ ||     5.37 |     5.41 |   +1%˄ |  0.0000 |
 | 9b      ||  108.537 |  108.221 |   -0%˄ ||     9.21 |     9.24 |   +0%˄ |  0.0709 |
 | 9c      ||  272.787 |  270.256 |   -1%˄ ||     3.67 |     3.70 |   +1%˄ |  0.0000 |
 | 9d      ||  477.024 |  474.937 |   -0%˄ ||     2.10 |     2.11 |   +0%˄ |  0.0000 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     ||  34452.4 |  34233.5 |   -1%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +0%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 |   Notes || ˄ Execution stopped due to max runs reached                            |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_3228b77c02306e4bd15c207f87717af8acd30522_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_833281d1ee76a14a730e02fff4b4a0784c44baf7_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                                    | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                                    |
 |  benchmark_mode               | Shuffled                                                                                                          | Shuffled                                                                                                          |
 |  build_type                   | release                                                                                                           | release                                                                                                           |
 |  chunk_size                   | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                      | 9                                                                                                                 | 9                                                                                                                 |
 |  compiler                     | clang 14.0.0                                                                                                      | clang 14.0.0                                                                                                      |
 |  cores                        | 9                                                                                                                 | 9                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                 | 0                                                                                                                 |
 |  date                         | 2022-08-27 12:46:18                                                                                               | 2022-08-27 16:07:57                                                                                               |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                           |
 |  indexes                      | False                                                                                                             | False                                                                                                             |
 |  max_duration                 | 1200000000000                                                                                                     | 1200000000000                                                                                                     |
 |  max_runs                     | -1                                                                                                                | -1                                                                                                                |
 |  time_unit                    | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler              | True                                                                                                              | True                                                                                                              |
 |  utilized_cores_per_numa_node | [9]                                                                                                               | [9]                                                                                                               |
 |  verify                       | False                                                                                                             | False                                                                                                             |
 |  warmup_duration              | 0                                                                                                                 | 0                                                                                                                 |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||  247.449 |  227.357 |   -8%  ||     0.17 |     0.17 |   -0%  |  0.6711 |
+| 10b     ||  179.341 |  158.737 |  -11%  ||     0.17 |     0.17 |   -0%  |  0.5649 |
-| 10c     ||  375.961 |  414.434 |  +10%  ||     0.17 |     0.17 |   -0%  |  0.4467 |
 | 11a     ||   46.706 |   48.312 |   +3%  ||     0.17 |     0.17 |   -1%  |  0.8761 |
-| 11b     ||   58.024 |   80.797 |  +39%  ||     0.17 |     0.17 |   -0%  |  0.4204 |
-| 11c     ||   63.104 |   99.185 |  +57%  ||     0.17 |     0.17 |   -0%  |  0.1620 |
+| 11d     ||   99.609 |   86.244 |  -13%  ||     0.17 |     0.17 |   -0%  |  0.6477 |
+| 12a     ||  174.544 |  108.876 |  -38%  ||     0.17 |     0.17 |   -0%  |  0.0810 |
-| 12b     ||   96.808 |  138.543 |  +43%  ||     0.17 |     0.17 |   -0%  |  0.4008 |
-| 12c     ||  252.986 |  301.283 |  +19%  ||     0.17 |     0.17 |   -0%  |  0.3071 |
 | 13a     ||  458.088 |  469.664 |   +3%  ||     0.17 |     0.17 |   -0%  |  0.8189 |
-| 13b     ||  236.554 |  268.951 |  +14%  ||     0.17 |     0.17 |   -0%  |  0.5524 |
-| 13c     ||  188.173 |  199.747 |   +6%  ||     0.17 |     0.17 |   -0%  |  0.7323 |
+| 13d     ||  946.469 |  837.342 |  -12%  ||     0.17 |     0.17 |   -0%  |  0.2011 |
 | 14a     ||  705.466 |  728.938 |   +3%  ||     0.17 |     0.17 |   -0%  |  0.7707 |
-| 14b     ||  404.006 |  537.359 |  +33%  ||     0.17 |     0.17 |   -0%  |  0.0410 |
 | 14c     ||  736.335 |  725.666 |   -1%  ||     0.17 |     0.17 |   -0%  |  0.8550 |
+| 15a     ||  175.579 |  137.678 |  -22%  ||     0.17 |     0.17 |   -0%  |  0.2956 |
+| 15b     ||  169.005 |  132.432 |  -22%  ||     0.17 |     0.17 |   -0%  |  0.1948 |
-| 15c     ||  140.304 |  182.421 |  +30%  ||     0.17 |     0.17 |   +0%  |  0.2109 |
-| 15d     ||  152.463 |  170.792 |  +12%  ||     0.17 |     0.17 |   -0%  |  0.5578 |
 | 16a     || 2591.281 | 2563.573 |   -1%  ||     0.17 |     0.16 |   -1%  |  0.8284 |
 | 16b     || 3712.850 | 3827.197 |   +3%  ||     0.17 |     0.17 |   -0%  |  0.3367 |
 | 16c     || 2621.026 | 2588.688 |   -1%  ||     0.17 |     0.17 |   -0%  |  0.7612 |
-| 16d     || 2566.421 | 2777.787 |   +8%  ||     0.16 |     0.17 |   +0%  |  0.0904 |
 | 17a     ||  959.350 |  955.507 |   -0%  ||     0.17 |     0.17 |   -0%  |  0.9707 |
 | 17b     ||  693.856 |  724.423 |   +4%  ||     0.17 |     0.17 |   -0%  |  0.7320 |
 | 17c     ||  664.481 |  652.229 |   -2%  ||     0.17 |     0.17 |   -0%  |  0.8784 |
 | 17d     ||  761.351 |  786.703 |   +3%  ||     0.17 |     0.16 |   -1%  |  0.7835 |
 | 17e     || 1803.804 | 1764.366 |   -2%  ||     0.17 |     0.17 |   -0%  |  0.7466 |
 | 17f     || 1428.526 | 1373.086 |   -4%  ||     0.17 |     0.17 |   -0%  |  0.6701 |
+| 18a     ||  858.675 |  790.696 |   -8%  ||     0.17 |     0.17 |   +0%  |  0.5180 |
+| 18b     ||  190.865 |  174.616 |   -9%  ||     0.17 |     0.17 |   +0%  |  0.7122 |
+| 18c     ||  910.690 |  795.818 |  -13%  ||     0.17 |     0.17 |   -0%  |  0.2617 |
+| 19a     ||  549.959 |  454.503 |  -17%  ||     0.17 |     0.17 |   -0%  |  0.2985 |
+| 19b     ||  446.807 |  326.602 |  -27%  ||     0.17 |     0.17 |   -0%  |  0.1127 |
-| 19c     ||  441.916 |  480.061 |   +9%  ||     0.17 |     0.17 |   -0%  |  0.5483 |
+| 19d     || 1295.755 | 1206.027 |   -7%  ||     0.17 |     0.17 |   -0%  |  0.3979 |
 | 1a      ||   37.368 |   35.758 |   -4%  ||     0.17 |     0.17 |   +0%  |  0.9303 |
 | 1b      ||   32.108 |   33.307 |   +4%  ||     0.17 |     0.17 |   -0%  |  0.9137 |
+| 1c      ||   48.407 |   25.059 |  -48%  ||     0.17 |     0.17 |   -0%  |  0.2451 |
+| 1d      ||   36.722 |   27.130 |  -26%  ||     0.17 |     0.17 |   -0%  |  0.6157 |
-| 20a     ||  613.766 |  648.387 |   +6%  ||     0.17 |     0.17 |   -0%  |  0.6472 |
-| 20b     ||  380.845 |  582.873 |  +53%  ||     0.17 |     0.17 |   -0%  |  0.0406 |
-| 20c     ||  385.869 |  425.418 |  +10%  ||     0.17 |     0.17 |   -0%  |  0.5271 |
+| 21a     ||  133.926 |   82.821 |  -38%  ||     0.17 |     0.17 |   -0%  |  0.2185 |
-| 21b     ||   64.729 |  100.601 |  +55%  ||     0.17 |     0.17 |   -0%  |  0.2904 |
+| 21c     ||   99.254 |   87.564 |  -12%  ||     0.17 |     0.17 |   +0%  |  0.6990 |
 | 22a     ||  510.122 |  508.666 |   -0%  ||     0.17 |     0.17 |   -0%  |  0.9860 |
-| 22b     ||  247.380 |  313.146 |  +27%  ||     0.17 |     0.17 |   -0%  |  0.2174 |
-| 22c     ||  754.476 |  800.653 |   +6%  ||     0.17 |     0.17 |   -0%  |  0.5612 |
+| 22d     || 1135.754 | 1027.904 |   -9%  ||     0.16 |     0.17 |   +0%  |  0.1649 |
+| 23a     ||  257.018 |  147.100 |  -43%  ||     0.17 |     0.17 |   -0%  |  0.0620 |
+| 23b     ||  146.015 |  137.376 |   -6%  ||     0.17 |     0.17 |   -0%  |  0.8508 |
-| 23c     ||  200.873 |  217.630 |   +8%  ||     0.17 |     0.17 |   -0%  |  0.7870 |
+| 24a     ||  305.916 |  267.985 |  -12%  ||     0.17 |     0.17 |   +0%  |  0.4861 |
+| 24b     ||  282.885 |  211.132 |  -25%  ||     0.17 |     0.17 |   -0%  |  0.1865 |
-| 25a     ||  425.694 |  485.442 |  +14%  ||     0.17 |     0.17 |   -0%  |  0.3945 |
-| 25b     ||  175.199 |  183.186 |   +5%  ||     0.17 |     0.17 |   -0%  |  0.8255 |
 | 25c     || 1038.432 | 1063.283 |   +2%  ||     0.17 |     0.17 |   +0%  |  0.8006 |
 | 26a     ||  336.672 |  325.369 |   -3%  ||     0.17 |     0.17 |   -0%  |  0.8317 |
-| 26b     ||  178.047 |  250.959 |  +41%  ||     0.17 |     0.17 |   +0%  |  0.0556 |
-| 26c     ||  400.893 |  461.451 |  +15%  ||     0.17 |     0.17 |   +0%  |  0.2779 |
-| 27a     ||   90.706 |   98.305 |   +8%  ||     0.17 |     0.17 |   +0%  |  0.8249 |
+| 27b     ||  101.952 |   94.093 |   -8%  ||     0.17 |     0.17 |   -1%  |  0.7981 |
+| 27c     ||  156.208 |   99.240 |  -36%  ||     0.16 |     0.17 |   +0%  |  0.2835 |
-| 28a     ||  543.324 |  579.425 |   +7%  ||     0.17 |     0.17 |   -0%  |  0.5783 |
+| 28b     ||  211.222 |  185.883 |  -12%  ||     0.17 |     0.17 |   -0%  |  0.6055 |
+| 28c     ||  711.396 |  662.232 |   -7%  ||     0.17 |     0.17 |   -0%  |  0.6030 |
+| 29a     ||  212.918 |  192.346 |  -10%  ||     0.17 |     0.17 |   -0%  |  0.5458 |
+| 29b     ||  217.157 |  165.612 |  -24%  ||     0.17 |     0.17 |   -0%  |  0.2936 |
-| 29c     ||  253.227 |  296.255 |  +17%  ||     0.17 |     0.17 |   +0%  |  0.3508 |
+| 2a      ||  169.558 |  138.947 |  -18%  ||     0.17 |     0.17 |   -0%  |  0.4390 |
+| 2b      ||  190.633 |  102.530 |  -46%  ||     0.17 |     0.17 |   +0%  |  0.0337 |
-| 2c      ||   58.036 |   78.227 |  +35%  ||     0.17 |     0.17 |   +0%  |  0.3765 |
-| 2d      ||  215.913 |  271.680 |  +26%  ||     0.17 |     0.17 |   +0%  |  0.4539 |
+| 30a     ||  392.222 |  347.349 |  -11%  ||     0.17 |     0.17 |   -0%  |  0.5565 |
-| 30b     ||  270.400 |  349.155 |  +29%  ||     0.17 |     0.17 |   -0%  |  0.2791 |
-| 30c     ||  698.103 |  731.048 |   +5%  ||     0.17 |     0.17 |   +0%  |  0.7165 |
+| 31a     ||  303.320 |  272.816 |  -10%  ||     0.17 |     0.17 |   +0%  |  0.5940 |
-| 31b     ||  160.633 |  271.936 |  +69%  ||     0.17 |     0.17 |   -0%  |  0.0496 |
+| 31c     ||  377.190 |  324.952 |  -14%  ||     0.17 |     0.17 |   -0%  |  0.4230 |
-| 32a     ||   49.108 |   98.731 | +101%  ||     0.17 |     0.17 |   -0%  |  0.2153 |
-| 32b     ||  121.631 |  156.804 |  +29%  ||     0.17 |     0.17 |   +0%  |  0.3600 |
+| 33a     ||  103.693 |   67.782 |  -35%  ||     0.17 |     0.17 |   -0%  |  0.2560 |
-| 33b     ||   78.573 |   86.735 |  +10%  ||     0.17 |     0.17 |   -0%  |  0.7845 |
-| 33c     ||   84.691 |   90.638 |   +7%  ||     0.17 |     0.17 |   +0%  |  0.8695 |
+| 3a      ||  294.651 |  244.847 |  -17%  ||     0.17 |     0.17 |   +0%  |  0.2703 |
-| 3b      ||   37.241 |   60.718 |  +63%  ||     0.17 |     0.17 |   +0%  |  0.1390 |
 | 3c      ||  576.487 |  561.384 |   -3%  ||     0.17 |     0.17 |   -0%  |  0.8378 |
-| 4a      ||  179.592 |  206.397 |  +15%  ||     0.17 |     0.17 |   +0%  |  0.5502 |
-| 4b      ||   51.635 |   67.280 |  +30%  ||     0.17 |     0.17 |   -0%  |  0.7267 |
-| 4c      ||  171.103 |  199.969 |  +17%  ||     0.17 |     0.17 |   +0%  |  0.3815 |
-| 5a      ||  135.994 |  190.228 |  +40%  ||     0.17 |     0.17 |   +0%  |  0.1402 |
+| 5b      ||  205.250 |  164.951 |  -20%  ||     0.17 |     0.17 |   -0%  |  0.2303 |
+| 5c      ||  371.825 |  322.832 |  -13%  ||     0.17 |     0.17 |   -0%  |  0.5298 |
 | 6a      ||  159.576 |  162.552 |   +2%  ||     0.17 |     0.17 |   -0%  |  0.9390 |
-| 6b      ||  251.509 |  279.470 |  +11%  ||     0.17 |     0.17 |   +0%  |  0.6674 |
-| 6c      ||  136.132 |  146.636 |   +8%  ||     0.17 |     0.17 |   -0%  |  0.7604 |
+| 6d      ||  889.355 |  647.002 |  -27%  ||     0.17 |     0.17 |   -0%  |  0.0134 |
+| 6e      ||  169.174 |   99.614 |  -41%  ||     0.17 |     0.17 |   -0%  |  0.0565 |
 | 6f      || 1006.107 |  976.882 |   -3%  ||     0.17 |     0.17 |   -0%  |  0.6570 |
-| 7a      ||  105.174 |  114.955 |   +9%  ||     0.17 |     0.17 |   -0%  |  0.7121 |
-| 7b      ||  127.736 |  136.666 |   +7%  ||     0.17 |     0.17 |   -0%  |  0.8305 |
 | 7c      ||  980.388 | 1020.097 |   +4%  ||     0.17 |     0.17 |   -0%  |  0.6524 |
 | 8a      ||  137.189 |  142.334 |   +4%  ||     0.17 |     0.17 |   +0%  |  0.8958 |
-| 8b      ||   86.441 |  138.433 |  +60%  ||     0.17 |     0.17 |   +0%  |  0.0752 |
 | 8c      || 2160.848 | 2204.234 |   +2%  ||     0.17 |     0.17 |   -0%  |  0.6991 |
+| 8d      ||  584.476 |  449.275 |  -23%  ||     0.17 |     0.17 |   +0%  |  0.0283 |
+| 9a      ||  617.087 |  487.714 |  -21%  ||     0.17 |     0.17 |   -0%  |  0.1505 |
-| 9b      ||  238.783 |  319.376 |  +34%  ||     0.17 |     0.17 |   +0%  |  0.1516 |
-| 9c      ||  590.724 |  627.333 |   +6%  ||     0.17 |     0.17 |   -1%  |  0.6009 |
-| 9d      ||  914.318 | 1057.809 |  +16%  ||     0.17 |     0.17 |   -0%  |  0.1043 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     ||  53583.6 |  53538.5 |   -0%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +0%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

System

node-19 - click to expand
property value
Hostname node-19
CPU AMD EPYC 7742 64-Core Processor
Memory 499GB
numactl nodebind: 0 1
numactl membind: 0 1

Commit Info and Build Time

commit date message build time
3228b77c0 18.08.2022 12:56 Link profiling libraries for coverage builds (#2499) real 326.73 user 2779.18 sys 160.79
833281d1e 26.08.2022 19:51 Move comment real 324.22 user 2783.54 sys 133.40

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview----+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_3228b77c02306e4bd15c207f87717af8acd30522_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_833281d1ee76a14a730e02fff4b4a0784c44baf7_st.json |
 +--------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                               | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                               |
 |  benchmark_mode          | Ordered                                                                                                      | Ordered                                                                                                      |
 |  build_type              | release                                                                                                      | release                                                                                                      |
 |  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                    | 2022-08-26 23:40:10                                                                                          | 2022-08-27 03:01:51                                                                                          |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  indexes                 | False                                                                                                        | False                                                                                                        |
 |  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 || 5553.779 | 5662.471 |   +2%  ||     0.18 |     0.18 |   -2%  |  0.4096 |
 | TPC-H 02 ||   43.543 |   43.078 |   -1%˄ ||    22.96 |    23.21 |   +1%˄ |  0.3464 |
 | TPC-H 03 || 2262.254 | 2308.342 |   +2%  ||     0.44 |     0.43 |   -2%  |  0.0109 |
 | TPC-H 04 || 1383.920 | 1402.205 |   +1%  ||     0.72 |     0.71 |   -1%  |  0.1109 |
 | TPC-H 05 || 2931.056 | 2975.042 |   +2%  ||     0.34 |     0.34 |   -1%  |  0.0181 |
 | TPC-H 06 ||  148.762 |  153.896 |   +3%˄ ||     6.72 |     6.50 |   -3%˄ |  0.0000 |
 | TPC-H 07 ||  890.076 |  900.219 |   +1%  ||     1.12 |     1.11 |   -1%  |  0.0004 |
 | TPC-H 08 ||  678.754 |  686.261 |   +1%  ||     1.47 |     1.46 |   -1%  |  0.0000 |
 | TPC-H 09 || 5031.267 | 5030.910 |   -0%  ||     0.20 |     0.20 |   +0%  |  0.9861 |
 | TPC-H 10 || 2951.163 | 3004.597 |   +2%  ||     0.34 |     0.33 |   -2%  |  0.0577 |
 | TPC-H 11 ||   73.123 |   72.560 |   -1%˄ ||    13.67 |    13.78 |   +1%˄ |  0.1290 |
-| TPC-H 12 ||  956.758 | 1005.633 |   +5%  ||     1.05 |     0.99 |   -5%  |  0.0000 |
 | TPC-H 13 || 4576.347 | 4572.521 |   -0%  ||     0.22 |     0.22 |   +0%  |  0.8810 |
 | TPC-H 14 ||  423.234 |  426.587 |   +1%˄ ||     2.36 |     2.34 |   -1%˄ |  0.0160 |
 | TPC-H 15 ||  184.733 |  183.054 |   -1%˄ ||     5.41 |     5.46 |   +1%˄ |  0.0000 |
 | TPC-H 16 ||  646.219 |  664.707 |   +3%  ||     1.55 |     1.50 |   -3%  |  0.0000 |
 | TPC-H 17 ||  205.478 |  207.017 |   +1%˄ ||     4.87 |     4.83 |   -1%˄ |  0.0120 |
-| TPC-H 18 || 1421.950 | 1503.532 |   +6%  ||     0.70 |     0.67 |   -5%  |  0.0000 |
 | TPC-H 19 ||  256.540 |  258.262 |   +1%˄ ||     3.90 |     3.87 |   -1%˄ |  0.1171 |
 | TPC-H 20 ||  377.305 |  381.625 |   +1%˄ ||     2.65 |     2.62 |   -1%˄ |  0.0147 |
 | TPC-H 21 || 4453.258 | 4557.220 |   +2%  ||     0.22 |     0.22 |   -2%  |  0.0002 |
-| TPC-H 22 ||  407.053 |  451.824 |  +11%˄ ||     2.46 |     2.21 |  -10%˄ |  0.0000 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Sum      ||  35856.6 |  36451.6 |   +2%  ||          |          |        |         |
 | Geomean  ||          |          |        ||          |          |   -2%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 |    Notes || ˄ Execution stopped due to max runs reached                            |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_3228b77c02306e4bd15c207f87717af8acd30522_st_s01.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_833281d1ee76a14a730e02fff4b4a0784c44baf7_st_s01.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                                   | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                                   |
 |  benchmark_mode          | Ordered                                                                                                          | Ordered                                                                                                          |
 |  build_type              | release                                                                                                          | release                                                                                                          |
 |  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                    | 2022-08-26 23:59:36                                                                                              | 2022-08-27 03:21:34                                                                                              |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                          |
 |  indexes                 | False                                                                                                            | False                                                                                                            |
 |  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 ||    4.886 |   4.741 |   -3%˄ ||   204.58 |   210.86 |   +3%˄ |  0.0000 |
 | TPC-H 02 ||    3.609 |   3.611 |   +0%˄ ||   276.96 |   276.82 |   -0%˄ |  0.9931 |
 | TPC-H 03 ||    0.644 |   0.627 |   -3%˄ ||  1547.62 |  1592.02 |   +3%˄ |  0.0075 |
 | TPC-H 04 ||    0.430 |   0.414 |   -4%˄ ||  2316.78 |  2407.14 |   +4%˄ |  0.0000 |
 | TPC-H 05 ||    0.988 |   0.975 |   -1%˄ ||  1010.26 |  1024.13 |   +1%˄ |  0.3208 |
 | TPC-H 06 ||    0.178 |   0.179 |   +1%˄ ||  5583.10 |  5554.34 |   -1%˄ |  0.4420 |
 | TPC-H 07 ||   10.762 |  10.705 |   -1%˄ ||    92.90 |    93.39 |   +1%˄ |  0.9344 |
 | TPC-H 08 ||   14.961 |  15.073 |   +1%˄ ||    66.83 |    66.34 |   -1%˄ |  0.7768 |
 | TPC-H 09 ||    3.482 |   3.476 |   -0%˄ ||   287.00 |   287.57 |   +0%˄ |  0.9897 |
 | TPC-H 10 ||    0.765 |   0.746 |   -2%˄ ||  1304.36 |  1338.11 |   +3%˄ |  0.0000 |
+| TPC-H 11 ||    0.209 |   0.197 |   -6%˄ ||  4739.51 |  5046.89 |   +6%˄ |  0.0000 |
 | TPC-H 12 ||    0.602 |   0.587 |   -2%˄ ||  1656.77 |  1699.45 |   +3%˄ |  0.0000 |
 | TPC-H 13 ||    1.978 |   1.956 |   -1%˄ ||   505.20 |   510.77 |   +1%˄ |  0.0025 |
+| TPC-H 14 ||    0.343 |   0.322 |   -6%˄ ||  2900.30 |  3093.42 |   +7%˄ |  0.0000 |
 | TPC-H 15 ||    1.141 |   1.117 |   -2%˄ ||   873.37 |   892.41 |   +2%˄ |  0.0000 |
 | TPC-H 16 ||    1.934 |   1.897 |   -2%˄ ||   516.38 |   526.70 |   +2%˄ |  0.0000 |
-| TPC-H 17 ||    0.618 |   0.655 |   +6%˄ ||  1612.11 |  1522.62 |   -6%˄ |  0.6418 |
 | TPC-H 18 ||    1.109 |   1.121 |   +1%˄ ||   900.63 |   890.65 |   -1%˄ |  0.0000 |
 | TPC-H 19 ||    4.828 |   4.712 |   -2%˄ ||   207.04 |   212.16 |   +2%˄ |  0.0000 |
 | TPC-H 20 ||    2.071 |   2.035 |   -2%˄ ||   482.24 |   490.96 |   +2%˄ |  0.4765 |
+| TPC-H 21 ||    1.456 |   1.371 |   -6%˄ ||   685.00 |   728.44 |   +6%˄ |  0.1770 |
 | TPC-H 22 ||    1.003 |   1.003 |   +0%˄ ||   995.06 |   995.15 |   +0%˄ |  0.9177 |
 +----------++----------+---------+--------++----------+----------+--------+---------+
 | Sum      ||     58.0 |    57.5 |   -1%  ||          |          |        |         |
 | Geomean  ||          |         |        ||          |          |   +2%  |         |
 +----------++----------+---------+--------++----------+----------+--------+---------+
 |    Notes || ˄ Execution stopped due to max runs reached                           |
 +----------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_3228b77c02306e4bd15c207f87717af8acd30522_mt_ordered.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_833281d1ee76a14a730e02fff4b4a0784c44baf7_mt_ordered.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                                       | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                                       |
 |  benchmark_mode               | Ordered                                                                                                              | Ordered                                                                                                              |
 |  build_type                   | release                                                                                                              | release                                                                                                              |
 |  chunk_size                   | 65535                                                                                                                | 65535                                                                                                                |
 |  clients                      | 1                                                                                                                    | 1                                                                                                                    |
 |  clustering                   | None                                                                                                                 | None                                                                                                                 |
 |  compiler                     | clang 14.0.0                                                                                                         | clang 14.0.0                                                                                                         |
 |  cores                        | 9                                                                                                                    | 9                                                                                                                    |
 |  data_preparation_cores       | 0                                                                                                                    | 0                                                                                                                    |
 |  date                         | 2022-08-27 00:00:04                                                                                                  | 2022-08-27 03:22:02                                                                                                  |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                              | {'default': {'encoding': 'Dictionary'}}                                                                              |
 |  indexes                      | False                                                                                                                | False                                                                                                                |
 |  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 | [9]                                                                                                                  | [9]                                                                                                                  |
 |  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 || 5036.547 | 4924.653 |   -2%  ||     0.18 |     0.20 |   +9%  | (run time too short) |
 | TPC-H 02 ||   31.199 |   30.870 |   -1%  ||    27.55 |    27.78 |   +1%  |               0.1802 |
 | TPC-H 03 ||  969.508 |  969.270 |   -0%  ||     1.02 |     1.02 |   +0%  |               0.9796 |
 | TPC-H 04 ||  487.948 |  490.485 |   +1%  ||     2.02 |     2.02 |   +0%  |               0.6249 |
 | TPC-H 05 ||  837.275 |  859.643 |   +3%  ||     1.18 |     1.15 |   -3%  |               0.0221 |
 | TPC-H 06 ||   44.183 |   43.939 |   -1%  ||    19.70 |    19.72 |   +0%  |               0.0371 |
 | TPC-H 07 ||  305.874 |  304.296 |   -1%  ||     3.22 |     3.23 |   +1%  |               0.2455 |
 | TPC-H 08 ||  250.479 |  249.819 |   -0%  ||     3.90 |     3.92 |   +0%  |               0.5217 |
 | TPC-H 09 || 2224.010 | 2229.923 |   +0%  ||     0.43 |     0.43 |   -0%  | (run time too short) |
 | TPC-H 10 || 1717.113 | 1737.141 |   +1%  ||     0.57 |     0.57 |   -0%  | (run time too short) |
 | TPC-H 11 ||   62.644 |   62.440 |   -0%  ||    14.61 |    14.71 |   +1%  |               0.2175 |
 | TPC-H 12 ||  395.029 |  402.880 |   +2%  ||     2.50 |     2.43 |   -3%  |               0.0000 |
 | TPC-H 13 || 3132.648 | 3102.455 |   -1%  ||     0.32 |     0.32 |   +0%  | (run time too short) |
 | TPC-H 14 ||  115.711 |  115.748 |   +0%  ||     8.27 |     8.25 |   -0%  |               0.9113 |
 | TPC-H 15 ||  127.639 |  127.225 |   -0%  ||     7.52 |     7.52 |   -0%  |               0.3531 |
 | TPC-H 16 ||  599.518 |  611.600 |   +2%  ||     1.65 |     1.62 |   -2%  |               0.0000 |
 | TPC-H 17 ||   61.522 |   60.766 |   -1%  ||    14.83 |    15.02 |   +1%  |               0.0000 |
 | TPC-H 18 || 2187.966 | 2215.725 |   +1%  ||     0.45 |     0.45 |   -0%  |               0.6179 |
 | TPC-H 19 ||   95.731 |   94.687 |   -1%  ||     9.82 |     9.88 |   +1%  |               0.0151 |
 | TPC-H 20 ||  155.669 |  154.704 |   -1%  ||     6.25 |     6.27 |   +0%  |               0.1068 |
 | TPC-H 21 || 1012.951 | 1009.798 |   -0%  ||     0.97 |     0.98 |   +2%  | (run time too short) |
-| TPC-H 22 ||  128.121 |  136.626 |   +7%  ||     7.55 |     7.07 |   -6%  |               0.0000 |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum      ||  19979.3 |  19934.7 |   -0%  ||          |          |        |                      |
 | Geomean  ||          |          |        ||          |          |   +0%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_3228b77c02306e4bd15c207f87717af8acd30522_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_833281d1ee76a14a730e02fff4b4a0784c44baf7_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                               | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                               |
 |  benchmark_mode               | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type                   | release                                                                                                      | release                                                                                                      |
 |  chunk_size                   | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                      | 9                                                                                                            | 9                                                                                                            |
 |  clustering                   | None                                                                                                         | None                                                                                                         |
 |  compiler                     | clang 14.0.0                                                                                                 | clang 14.0.0                                                                                                 |
 |  cores                        | 9                                                                                                            | 9                                                                                                            |
 |  data_preparation_cores       | 0                                                                                                            | 0                                                                                                            |
 |  date                         | 2022-08-27 00:24:07                                                                                          | 2022-08-27 03:46:18                                                                                          |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  indexes                      | False                                                                                                        | False                                                                                                        |
 |  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 | [9]                                                                                                          | [9]                                                                                                          |
 |  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 || 6237.808 | 5808.355 |   -7%  ||     0.15 |     0.15 |   +1%  |  0.0665 |
-| TPC-H 02 ||  244.395 |  391.673 |  +60%  ||     0.15 |     0.15 |   +1%  |  0.3077 |
+| TPC-H 03 || 4115.757 | 3477.773 |  -16%  ||     0.15 |     0.15 |   +1%  |  0.0993 |
+| TPC-H 04 || 2493.807 | 2298.300 |   -8%  ||     0.15 |     0.15 |   +1%  |  0.4894 |
+| TPC-H 05 || 4314.641 | 4079.599 |   -5%  ||     0.15 |     0.15 |   +1%  |  0.5399 |
+| TPC-H 06 ||  913.367 |  765.786 |  -16%  ||     0.15 |     0.15 |   +1%  |  0.5139 |
+| TPC-H 07 || 2570.019 | 2453.855 |   -5%  ||     0.15 |     0.15 |   +2%  |  0.7027 |
-| TPC-H 08 || 1915.527 | 2094.724 |   +9%  ||     0.15 |     0.15 |   +1%  |  0.5477 |
 | TPC-H 09 || 6320.537 | 6243.775 |   -1%  ||     0.15 |     0.15 |   +1%  |  0.8673 |
-| TPC-H 10 || 4263.006 | 4462.626 |   +5%  ||     0.15 |     0.15 |   +1%  |  0.5422 |
+| TPC-H 11 ||  506.481 |  314.442 |  -38%  ||     0.15 |     0.15 |   +1%  |  0.2958 |
 | TPC-H 12 || 2709.106 | 2718.571 |   +0%  ||     0.15 |     0.15 |   +1%  |  0.9816 |
-| TPC-H 13 || 5567.597 | 5992.832 |   +8%  ||     0.15 |     0.15 |   +1%  |  0.1828 |
-| TPC-H 14 || 1094.390 | 1195.341 |   +9%  ||     0.15 |     0.15 |   +1%  |  0.6870 |
+| TPC-H 15 ||  901.992 |  511.767 |  -43%  ||     0.15 |     0.15 |   +1%  |  0.0794 |
-| TPC-H 16 || 1757.803 | 1881.267 |   +7%  ||     0.15 |     0.15 |   +2%  |  0.6053 |
-| TPC-H 17 ||  474.802 |  633.116 |  +33%  ||     0.15 |     0.15 |   +1%  |  0.1856 |
-| TPC-H 18 || 3438.613 | 3614.108 |   +5%  ||     0.15 |     0.15 |   +1%  |  0.5027 |
 | TPC-H 19 ||  798.340 |  795.220 |   -0%  ||     0.15 |     0.15 |   +1%  |  0.9849 |
+| TPC-H 20 || 1988.167 | 1607.740 |  -19%  ||     0.15 |     0.15 |   +1%  |  0.2886 |
 | TPC-H 21 || 6097.908 | 6072.518 |   -0%  ||     0.15 |     0.15 |   +1%  |  0.9576 |
-| TPC-H 22 ||  844.370 | 1633.294 |  +93%  ||     0.15 |     0.15 |   +1%  |  0.0085 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Sum      ||  59568.4 |  59046.7 |   -1%  ||          |          |        |         |
 | Geomean  ||          |          |        ||          |          |   +1%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_3228b77c02306e4bd15c207f87717af8acd30522_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_833281d1ee76a14a730e02fff4b4a0784c44baf7_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                                | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                                |
 |  benchmark_mode         | Ordered                                                                                                       | Ordered                                                                                                       |
 |  build_type             | release                                                                                                       | release                                                                                                       |
 |  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                   | 2022-08-27 00:46:09                                                                                           | 2022-08-27 04:08:22                                                                                           |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                       | {'default': {'encoding': 'Dictionary'}}                                                                       |
 |  indexes                | False                                                                                                         | False                                                                                                         |
 |  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      ||  263.544 |  264.319 |   +0%˄ ||     3.79 |     3.78 |   -0%˄ |  0.4321 |
 | 03      ||   71.049 |   72.718 |   +2%˄ ||    14.07 |    13.75 |   -2%˄ |  0.0673 |
 | 06      ||  154.916 |  157.862 |   +2%˄ ||     6.45 |     6.33 |   -2%˄ |  0.0000 |
 | 07      ||  282.012 |  293.208 |   +4%˄ ||     3.55 |     3.41 |   -4%˄ |  0.0000 |
 | 09      ||  630.494 |  626.255 |   -1%  ||     1.59 |     1.60 |   +1%  |  0.4044 |
-| 10      ||  121.368 |  127.638 |   +5%˄ ||     8.24 |     7.83 |   -5%˄ |  0.0000 |
 | 13      ||  409.957 |  419.434 |   +2%˄ ||     2.44 |     2.38 |   -2%˄ |  0.0000 |
 | 15      ||  105.995 |  107.157 |   +1%˄ ||     9.43 |     9.33 |   -1%˄ |  0.0002 |
 | 16      ||  154.050 |  155.990 |   +1%˄ ||     6.49 |     6.41 |   -1%˄ |  0.0001 |
 | 17      ||  299.023 |  304.104 |   +2%˄ ||     3.34 |     3.29 |   -2%˄ |  0.0000 |
 | 19      ||  100.845 |  103.085 |   +2%˄ ||     9.92 |     9.70 |   -2%˄ |  0.0000 |
 | 25      ||  160.739 |  164.438 |   +2%˄ ||     6.22 |     6.08 |   -2%˄ |  0.0000 |
 | 26      ||  134.714 |  133.916 |   -1%˄ ||     7.42 |     7.47 |   +1%˄ |  0.1348 |
 | 28      ||  612.526 |  600.289 |   -2%˄ ||     1.63 |     1.67 |   +2%˄ |  0.0000 |
 | 29      ||  460.697 |  460.108 |   -0%˄ ||     2.17 |     2.17 |   +0%˄ |  0.4662 |
 | 31      || 1246.051 | 1224.768 |   -2%  ||     0.80 |     0.82 |   +2%  |  0.0000 |
 | 32      ||   44.953 |   43.642 |   -3%˄ ||    22.24 |    22.91 |   +3%˄ |  0.0000 |
 | 34      ||  155.892 |  152.751 |   -2%˄ ||     6.41 |     6.55 |   +2%˄ |  0.0000 |
 | 35      ||  623.441 |  610.815 |   -2%  ||     1.60 |     1.64 |   +2%  |  0.0000 |
 | 37      ||  263.225 |  257.831 |   -2%˄ ||     3.80 |     3.88 |   +2%˄ |  0.0007 |
 | 39a     || 1701.587 | 1741.163 |   +2%  ||     0.59 |     0.57 |   -2%  |  0.0000 |
 | 39b     || 1686.786 | 1707.492 |   +1%  ||     0.59 |     0.59 |   -1%  |  0.0003 |
 | 41      ||  281.448 |  279.868 |   -1%˄ ||     3.55 |     3.57 |   +1%˄ |  0.0000 |
 | 42      ||   81.680 |   79.565 |   -3%˄ ||    12.24 |    12.57 |   +3%˄ |  0.0000 |
 | 43      ||  901.354 |  913.461 |   +1%  ||     1.11 |     1.09 |   -1%  |  0.0000 |
 | 45      ||  115.626 |  116.971 |   +1%˄ ||     8.65 |     8.55 |   -1%˄ |  0.0000 |
 | 48      || 1010.705 | 1011.202 |   +0%  ||     0.99 |     0.99 |   -0%  |  0.8621 |
 | 50      ||  112.297 |  111.097 |   -1%˄ ||     8.90 |     9.00 |   +1%˄ |  0.0000 |
 | 52      ||   81.562 |   79.790 |   -2%˄ ||    12.26 |    12.53 |   +2%˄ |  0.0000 |
 | 55      ||   77.741 |   76.075 |   -2%˄ ||    12.86 |    13.14 |   +2%˄ |  0.0000 |
 | 62      ||  526.210 |  529.409 |   +1%˄ ||     1.90 |     1.89 |   -1%˄ |  0.0000 |
 | 65      || 1847.866 | 1853.362 |   +0%  ||     0.54 |     0.54 |   -0%  |  0.4484 |
 | 69      ||  118.671 |  118.085 |   -0%˄ ||     8.43 |     8.47 |   +0%˄ |  0.0251 |
 | 73      ||   77.901 |   77.549 |   -0%˄ ||    12.84 |    12.89 |   +0%˄ |  0.0150 |
 | 79      ||  455.055 |  457.540 |   +1%˄ ||     2.20 |     2.19 |   -1%˄ |  0.0002 |
 | 81      ||  206.283 |  208.246 |   +1%˄ ||     4.85 |     4.80 |   -1%˄ |  0.0002 |
 | 82      ||  336.296 |  336.715 |   +0%˄ ||     2.97 |     2.97 |   -0%˄ |  0.7934 |
 | 83      ||   49.451 |   49.556 |   +0%˄ ||    20.22 |    20.18 |   -0%˄ |  0.8272 |
 | 85      ||  131.377 |  130.209 |   -1%˄ ||     7.61 |     7.68 |   +1%˄ |  0.0000 |
 | 88      ||  627.804 |  612.256 |   -2%  ||     1.59 |     1.63 |   +3%  |  0.0000 |
 | 91      ||   18.460 |   18.545 |   +0%˄ ||    54.16 |    53.91 |   -0%˄ |  0.4844 |
 | 92      ||   46.789 |   45.830 |   -2%˄ ||    21.37 |    21.82 |   +2%˄ |  0.0000 |
 | 93      || 3705.601 | 3711.126 |   +0%  ||     0.27 |     0.27 |   -0%  |  0.5387 |
 | 94      ||   98.158 |   97.924 |   -0%˄ ||    10.19 |    10.21 |   +0%˄ |  0.4223 |
 | 95      || 8719.147 | 8729.429 |   +0%  ||     0.11 |     0.11 |   -0%  |       ˅ |
 | 96      ||   57.952 |   58.925 |   +2%˄ ||    17.25 |    16.97 |   -2%˄ |  0.0163 |
 | 97      || 3207.606 | 3259.587 |   +2%  ||     0.31 |     0.31 |   -2%  |  0.0004 |
 | 99      ||  998.818 | 1003.463 |   +0%  ||     1.00 |     1.00 |   -0%  |  0.0032 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     ||  33575.7 |  33694.8 |   +0%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   -0%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 |   Notes || ˄ Execution stopped due to max runs reached                            |
 |         || ˅ Insufficient number of runs for p-value calculation                  |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_3228b77c02306e4bd15c207f87717af8acd30522_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_833281d1ee76a14a730e02fff4b4a0784c44baf7_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                                | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                                |
 |  benchmark_mode               | Shuffled                                                                                                      | Shuffled                                                                                                      |
 |  build_type                   | release                                                                                                       | release                                                                                                       |
 |  chunk_size                   | 65535                                                                                                         | 65535                                                                                                         |
 |  clients                      | 9                                                                                                             | 9                                                                                                             |
 |  compiler                     | clang 14.0.0                                                                                                  | clang 14.0.0                                                                                                  |
 |  cores                        | 9                                                                                                             | 9                                                                                                             |
 |  data_preparation_cores       | 0                                                                                                             | 0                                                                                                             |
 |  date                         | 2022-08-27 01:12:03                                                                                           | 2022-08-27 04:34:22                                                                                           |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                       | {'default': {'encoding': 'Dictionary'}}                                                                       |
 |  indexes                      | False                                                                                                         | False                                                                                                         |
 |  max_duration                 | 1200000000000                                                                                                 | 1200000000000                                                                                                 |
 |  max_runs                     | -1                                                                                                            | -1                                                                                                            |
 |  time_unit                    | ns                                                                                                            | ns                                                                                                            |
 |  using_scheduler              | True                                                                                                          | True                                                                                                          |
 |  utilized_cores_per_numa_node | [9]                                                                                                           | [9]                                                                                                           |
 |  verify                       | False                                                                                                         | False                                                                                                         |
 |  warmup_duration              | 0                                                                                                             | 0                                                                                                             |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||  575.881 |  541.951 |   -6%  ||     0.16 |     0.16 |   -1%  |  0.7206 |
-| 03      ||  218.858 |  361.974 |  +65%  ||     0.16 |     0.16 |   -1%  |  0.1075 |
-| 06      ||  594.250 |  718.879 |  +21%  ||     0.16 |     0.16 |   -1%  |  0.4196 |
+| 07      ||  862.375 |  741.476 |  -14%  ||     0.16 |     0.16 |   -1%  |  0.3440 |
-| 09      || 1204.957 | 1453.772 |  +21%  ||     0.16 |     0.16 |   -1%  |  0.0847 |
 | 10      ||  417.233 |  412.073 |   -1%  ||     0.16 |     0.16 |   -0%  |  0.9593 |
 | 13      || 1214.072 | 1174.546 |   -3%  ||     0.16 |     0.16 |   -1%  |  0.8542 |
+| 15      ||  421.517 |  361.741 |  -14%  ||     0.16 |     0.16 |   -1%  |  0.5926 |
-| 16      ||  556.870 |  619.112 |  +11%  ||     0.16 |     0.16 |   -1%  |  0.6340 |
-| 17      ||  798.699 |  931.354 |  +17%  ||     0.16 |     0.16 |   -1%  |  0.4717 |
-| 19      ||  438.213 |  486.006 |  +11%  ||     0.16 |     0.16 |   -1%  |  0.6845 |
+| 25      ||  688.298 |  579.069 |  -16%  ||     0.16 |     0.16 |   -1%  |  0.4320 |
-| 26      ||  461.701 |  558.491 |  +21%  ||     0.16 |     0.16 |   -1%  |  0.4283 |
+| 28      || 1058.642 |  961.230 |   -9%  ||     0.16 |     0.16 |   -0%  |  0.5169 |
 | 29      || 1133.339 | 1170.164 |   +3%  ||     0.16 |     0.16 |   -1%  |  0.8447 |
+| 31      || 2195.204 | 1954.095 |  -11%  ||     0.16 |     0.16 |   -1%  |  0.3444 |
+| 32      ||  245.538 |  163.088 |  -34%  ||     0.16 |     0.16 |   -1%  |  0.3625 |
+| 34      ||  558.667 |  523.666 |   -6%  ||     0.16 |     0.16 |   -1%  |  0.8023 |
+| 35      || 1673.527 | 1567.418 |   -6%  ||     0.16 |     0.16 |   -0%  |  0.5961 |
 | 37      ||  756.521 |  724.532 |   -4%  ||     0.16 |     0.16 |   -1%  |  0.8421 |
+| 39a     || 2226.810 | 2059.879 |   -7%  ||     0.16 |     0.16 |   -1%  |  0.3909 |
-| 39b     || 2078.109 | 2171.946 |   +5%  ||     0.16 |     0.16 |   -1%  |  0.6071 |
+| 41      || 2502.733 | 2229.097 |  -11%  ||     0.16 |     0.16 |   -1%  |  0.2978 |
-| 42      ||  301.528 |  407.779 |  +35%  ||     0.16 |     0.16 |   -1%  |  0.3462 |
+| 43      || 1803.192 | 1628.806 |  -10%  ||     0.16 |     0.16 |   -1%  |  0.4521 |
 | 45      ||  484.110 |  464.138 |   -4%  ||     0.16 |     0.16 |   -1%  |  0.8735 |
+| 48      || 2098.256 | 1936.250 |   -8%  ||     0.16 |     0.16 |   -1%  |  0.4092 |
-| 50      ||  408.130 |  596.839 |  +46%  ||     0.16 |     0.16 |   -1%  |  0.1149 |
 | 52      ||  375.092 |  387.737 |   +3%  ||     0.16 |     0.16 |   -1%  |  0.9032 |
+| 55      ||  388.046 |  281.343 |  -27%  ||     0.16 |     0.16 |   -1%  |  0.2172 |
+| 62      ||  995.267 |  909.181 |   -9%  ||     0.16 |     0.16 |   -1%  |  0.4232 |
 | 65      || 3119.725 | 3240.148 |   +4%  ||     0.16 |     0.16 |   -1%  |  0.2948 |
+| 69      ||  619.610 |  576.018 |   -7%  ||     0.16 |     0.16 |   -1%  |  0.7599 |
+| 73      ||  413.743 |  259.185 |  -37%  ||     0.16 |     0.16 |   -1%  |  0.1652 |
 | 79      || 1349.720 | 1317.562 |   -2%  ||     0.16 |     0.16 |   -1%  |  0.8885 |
-| 81      ||  436.183 |  525.311 |  +20%  ||     0.16 |     0.16 |   -1%  |  0.2783 |
+| 82      ||  902.805 |  835.389 |   -7%  ||     0.16 |     0.16 |   -1%  |  0.6449 |
-| 83      ||  176.518 |  267.346 |  +51%  ||     0.16 |     0.16 |   -1%  |  0.1375 |
 | 85      ||  665.710 |  647.102 |   -3%  ||     0.16 |     0.16 |   -1%  |  0.9085 |
-| 88      || 1275.312 | 1657.163 |  +30%  ||     0.16 |     0.16 |   -1%  |  0.1291 |
-| 91      ||   92.754 |  101.738 |  +10%  ||     0.16 |     0.16 |   -1%  |  0.8012 |
+| 92      ||  231.231 |  213.128 |   -8%  ||     0.16 |     0.16 |   -1%  |  0.7821 |
-| 93      || 2440.757 | 2803.122 |  +15%  ||     0.16 |     0.16 |   -1%  |  0.1142 |
 | 94      ||  337.495 |  344.477 |   +2%  ||     0.16 |     0.16 |   -1%  |  0.9296 |
 | 95      || 8100.067 | 8123.325 |   +0%  ||     0.16 |     0.16 |   -1%  |  0.9325 |
+| 96      ||  300.059 |  277.061 |   -8%  ||     0.16 |     0.16 |   -1%  |  0.7952 |
 | 97      || 3874.138 | 3997.197 |   +3%  ||     0.16 |     0.16 |   -0%  |  0.5520 |
-| 99      || 1446.683 | 1543.815 |   +7%  ||     0.16 |     0.16 |   -1%  |  0.5515 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     ||  55518.1 |  55806.7 |   +1%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   -1%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_3228b77c02306e4bd15c207f87717af8acd30522_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_833281d1ee76a14a730e02fff4b4a0784c44baf7_st.json |
 +-------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                               | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                               |
 |  benchmark_mode         | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type             | release                                                                                                      | release                                                                                                      |
 |  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                   | 2022-08-27 01:32:30                                                                                          | 2022-08-27 04:54:53                                                                                          |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  indexes                | False                                                                                                        | False                                                                                                        |
 |  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     ||   22.865 |  22.839 |   -0%  ||     4.27 |     4.33 |   +2%  |  0.7498 |
 | New-Order    ||   16.417 |  16.110 |   -2%  ||    47.93 |    48.66 |   +2%  |  0.0166 |
 | Order-Status ||    1.087 |   1.077 |   -1%  ||     4.27 |     4.33 |   +2%  |  0.3297 |
 | Payment      ||    2.056 |   2.050 |   -0%  ||    45.76 |    46.49 |   +2%  |  0.3374 |
 | Stock-Level  ||    3.512 |   3.527 |   +0%  ||     4.25 |     4.33 |   +2%  |  0.6110 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||     45.9 |    45.6 |   -1%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +2%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_3228b77c02306e4bd15c207f87717af8acd30522_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_833281d1ee76a14a730e02fff4b4a0784c44baf7_mt.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                               | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                               |
 |  benchmark_mode               | Shuffled                                                                                                     | Shuffled                                                                                                     |
 |  build_type                   | release                                                                                                      | release                                                                                                      |
 |  chunk_size                   | 65535                                                                                                        | 65535                                                                                                        |
 |  clients                      | 9                                                                                                            | 9                                                                                                            |
 |  compiler                     | clang 14.0.0                                                                                                 | clang 14.0.0                                                                                                 |
 |  cores                        | 9                                                                                                            | 9                                                                                                            |
 |  data_preparation_cores       | 0                                                                                                            | 0                                                                                                            |
 |  date                         | 2022-08-27 01:33:31                                                                                          | 2022-08-27 04:55:54                                                                                          |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                      |
 |  indexes                      | False                                                                                                        | False                                                                                                        |
 |  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 | [9]                                                                                                          | [9]                                                                                                          |
 |  verify                       | False                                                                                                        | False                                                                                                        |
 |  warmup_duration              | 0                                                                                                            | 0                                                                                                            |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||  131.905 | 131.081 |   -1%  ||     5.72 |     5.76 |   +1%  |  0.4564 |
 |    unsucc.:  ||      2.1 |     2.1 |    -3% ||    11.46 |    11.39 |    -1% |         |
 | New-Order    ||   36.804 |  36.713 |   -0%  ||   112.63 |   115.32 |   +2%  |  0.2126 |
 |    unsucc.:  ||      4.0 |     3.1 |   -22% ||    80.63 |    77.65 |    -4% |         |
 | Order-Status ||    4.976 |   4.990 |   +0%  ||    17.18 |    17.15 |   -0%  |  0.6606 |
 | Payment      ||    5.421 |   5.408 |   -0%  ||    46.69 |    46.68 |   -0%  |  0.2934 |
 |    unsucc.:  ||      2.1 |     2.1 |    -2% ||   137.99 |   137.71 |    -0% |         |
 | Stock-Level  ||   11.649 |  11.539 |   -1%  ||    17.18 |    17.15 |   -0%  |  0.3207 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||    190.8 |   189.7 |   -1%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +1%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_3228b77c02306e4bd15c207f87717af8acd30522_st.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_833281d1ee76a14a730e02fff4b4a0784c44baf7_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                                    | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                                    |
 |  benchmark_mode         | Ordered                                                                                                           | Ordered                                                                                                           |
 |  build_type             | release                                                                                                           | release                                                                                                           |
 |  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                   | 2022-08-27 01:53:35                                                                                               | 2022-08-27 05:15:57                                                                                               |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                           |
 |  indexes                | False                                                                                                             | False                                                                                                             |
 |  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     ||  162.844 |  162.115 |   -0%˄ ||     6.14 |     6.17 |   +0%˄ |  0.1792 |
 | 10b     ||  112.348 |  112.854 |   +0%˄ ||     8.90 |     8.86 |   -0%˄ |  0.1655 |
 | 10c     ||  324.471 |  319.476 |   -2%˄ ||     3.08 |     3.13 |   +2%˄ |  0.0001 |
 | 11a     ||   16.459 |   16.540 |   +0%˄ ||    60.75 |    60.45 |   -0%˄ |  0.4220 |
 | 11b     ||   16.228 |   16.197 |   -0%˄ ||    61.61 |    61.73 |   +0%˄ |  0.3802 |
 | 11c     ||   21.926 |   21.767 |   -1%˄ ||    45.60 |    45.93 |   +1%˄ |  0.2183 |
 | 11d     ||   24.551 |   24.741 |   +1%˄ ||    40.73 |    40.41 |   -1%˄ |  0.2207 |
 | 12a     ||   50.558 |   51.344 |   +2%˄ ||    19.78 |    19.48 |   -2%˄ |  0.0000 |
-| 12b     ||   29.470 |   31.249 |   +6%˄ ||    33.93 |    32.00 |   -6%˄ |  0.0000 |
-| 12c     ||   86.923 |   96.754 |  +11%˄ ||    11.50 |    10.33 |  -10%˄ |  0.0000 |
 | 13a     ||  276.066 |  277.295 |   +0%˄ ||     3.62 |     3.61 |   -0%˄ |  0.0011 |
 | 13b     ||  155.890 |  156.453 |   +0%˄ ||     6.41 |     6.39 |   -0%˄ |  0.0052 |
 | 13c     ||  119.915 |  119.855 |   -0%˄ ||     8.34 |     8.34 |   +0%˄ |  0.8073 |
 | 13d     ||  583.619 |  583.386 |   -0%˄ ||     1.71 |     1.71 |   +0%˄ |  0.7967 |
 | 14a     ||  412.883 |  413.148 |   +0%˄ ||     2.42 |     2.42 |   -0%˄ |  0.7581 |
 | 14b     ||  231.700 |  231.447 |   -0%˄ ||     4.32 |     4.32 |   +0%˄ |  0.2329 |
 | 14c     ||  486.796 |  487.174 |   +0%˄ ||     2.05 |     2.05 |   -0%˄ |  0.5761 |
 | 15a     ||   82.617 |   81.354 |   -2%˄ ||    12.10 |    12.29 |   +2%˄ |  0.0000 |
 | 15b     ||   80.784 |   80.623 |   -0%˄ ||    12.38 |    12.40 |   +0%˄ |  0.2417 |
 | 15c     ||   87.338 |   87.628 |   +0%˄ ||    11.45 |    11.41 |   -0%˄ |  0.1226 |
 | 15d     ||   81.942 |   81.688 |   -0%˄ ||    12.20 |    12.24 |   +0%˄ |  0.0263 |
 | 16a     || 2150.177 | 2143.847 |   -0%  ||     0.47 |     0.47 |   +0%  |  0.5330 |
 | 16b     || 3143.204 | 3139.094 |   -0%  ||     0.32 |     0.32 |   +0%  |  0.6987 |
 | 16c     || 2235.935 | 2218.349 |   -1%  ||     0.45 |     0.45 |   +1%  |  0.0108 |
 | 16d     || 2214.424 | 2194.807 |   -1%  ||     0.45 |     0.46 |   +1%  |  0.0177 |
 | 17a     ||  567.624 |  565.751 |   -0%˄ ||     1.76 |     1.77 |   +0%˄ |  0.0001 |
 | 17b     ||  444.702 |  443.505 |   -0%˄ ||     2.25 |     2.25 |   +0%˄ |  0.0003 |
 | 17c     ||  421.997 |  420.872 |   -0%˄ ||     2.37 |     2.38 |   +0%˄ |  0.0033 |
 | 17d     ||  498.749 |  496.196 |   -1%˄ ||     2.01 |     2.02 |   +1%˄ |  0.0000 |
 | 17e     || 1541.790 | 1539.004 |   -0%  ||     0.65 |     0.65 |   +0%  |  0.1872 |
 | 17f     ||  915.571 |  913.871 |   -0%  ||     1.09 |     1.09 |   +0%  |  0.0021 |
 | 18a     ||  597.485 |  598.679 |   +0%˄ ||     1.67 |     1.67 |   -0%˄ |  0.0925 |
 | 18b     ||  109.902 |  110.002 |   +0%˄ ||     9.10 |     9.09 |   -0%˄ |  0.5880 |
 | 18c     ||  550.228 |  553.786 |   +1%˄ ||     1.82 |     1.81 |   -1%˄ |  0.0000 |
 | 19a     ||  176.928 |  176.761 |   -0%˄ ||     5.65 |     5.66 |   +0%˄ |  0.3204 |
 | 19b     ||  125.043 |  124.587 |   -0%˄ ||     8.00 |     8.03 |   +0%˄ |  0.0009 |
 | 19c     ||  189.242 |  188.843 |   -0%˄ ||     5.28 |     5.30 |   +0%˄ |  0.0020 |
 | 19d     ||  714.412 |  718.575 |   +1%  ||     1.40 |     1.39 |   -1%  |  0.0000 |
 | 1a      ||   10.745 |   10.811 |   +1%˄ ||    93.05 |    92.47 |   -1%˄ |  0.6079 |
 | 1b      ||   10.053 |   10.191 |   +1%˄ ||    99.45 |    98.10 |   -1%˄ |  0.0000 |
 | 1c      ||   11.060 |   11.113 |   +0%˄ ||    90.40 |    89.96 |   -0%˄ |  0.0056 |
 | 1d      ||   10.045 |   10.109 |   +1%˄ ||    99.53 |    98.89 |   -1%˄ |  0.0001 |
 | 20a     ||  389.939 |  378.484 |   -3%˄ ||     2.56 |     2.64 |   +3%˄ |  0.0000 |
 | 20b     ||  234.657 |  233.722 |   -0%˄ ||     4.26 |     4.28 |   +0%˄ |  0.0004 |
 | 20c     ||  227.729 |  227.125 |   -0%˄ ||     4.39 |     4.40 |   +0%˄ |  0.0000 |
 | 21a     ||   34.594 |   34.924 |   +1%˄ ||    28.91 |    28.63 |   -1%˄ |  0.0297 |
 | 21b     ||   20.448 |   20.711 |   +1%˄ ||    48.90 |    48.27 |   -1%˄ |  0.0000 |
 | 21c     ||   34.815 |   34.885 |   +0%˄ ||    28.72 |    28.66 |   -0%˄ |  0.0164 |
 | 22a     ||  197.440 |  196.694 |   -0%˄ ||     5.06 |     5.08 |   +0%˄ |  0.0055 |
 | 22b     ||  143.875 |  143.704 |   -0%˄ ||     6.95 |     6.96 |   +0%˄ |  0.0696 |
 | 22c     ||  486.946 |  486.134 |   -0%˄ ||     2.05 |     2.06 |   +0%˄ |  0.0934 |
 | 22d     ||  881.697 |  877.893 |   -0%  ||     1.13 |     1.14 |   +0%  |  0.0040 |
 | 23a     ||   43.574 |   43.954 |   +1%˄ ||    22.95 |    22.75 |   -1%˄ |  0.0000 |
-| 23b     ||   48.805 |   51.009 |   +5%˄ ||    20.49 |    19.60 |   -4%˄ |  0.0000 |
 | 23c     ||   85.172 |   85.311 |   +0%˄ ||    11.74 |    11.72 |   -0%˄ |  0.1356 |
 | 24a     ||  139.761 |  139.949 |   +0%˄ ||     7.15 |     7.15 |   -0%˄ |  0.0276 |
 | 24b     ||  118.243 |  117.982 |   -0%˄ ||     8.46 |     8.48 |   +0%˄ |  0.0363 |
 | 25a     ||  272.974 |  272.244 |   -0%˄ ||     3.66 |     3.67 |   +0%˄ |  0.0133 |
 | 25b     ||  109.215 |  108.736 |   -0%˄ ||     9.16 |     9.20 |   +0%˄ |  0.0000 |
 | 25c     ||  922.589 |  922.983 |   +0%  ||     1.08 |     1.08 |   -0%  |  0.7587 |
 | 26a     ||  170.587 |  170.269 |   -0%˄ ||     5.86 |     5.87 |   +0%˄ |  0.2165 |
 | 26b     ||  132.636 |  132.765 |   +0%˄ ||     7.54 |     7.53 |   -0%˄ |  0.3838 |
 | 26c     ||  244.902 |  243.372 |   -1%˄ ||     4.08 |     4.11 |   +1%˄ |  0.0000 |
 | 27a     ||   24.532 |   24.918 |   +2%˄ ||    40.76 |    40.12 |   -2%˄ |  0.0000 |
 | 27b     ||   24.033 |   24.431 |   +2%˄ ||    41.60 |    40.92 |   -2%˄ |  0.0000 |
 | 27c     ||   34.829 |   34.899 |   +0%˄ ||    28.71 |    28.65 |   -0%˄ |  0.4001 |
 | 28a     ||  292.691 |  291.376 |   -0%˄ ||     3.42 |     3.43 |   +0%˄ |  0.0000 |
 | 28b     ||   39.748 |   39.964 |   +1%˄ ||    25.16 |    25.02 |   -1%˄ |  0.0000 |
 | 28c     ||  328.693 |  326.598 |   -1%˄ ||     3.04 |     3.06 |   +1%˄ |  0.0000 |
 | 29a     ||  101.639 |  101.502 |   -0%˄ ||     9.84 |     9.85 |   +0%˄ |  0.0793 |
 | 29b     ||   74.481 |   74.256 |   -0%˄ ||    13.43 |    13.47 |   +0%˄ |  0.0433 |
 | 29c     ||  144.994 |  144.773 |   -0%˄ ||     6.90 |     6.91 |   +0%˄ |  0.0534 |
 | 2a      ||   51.139 |   51.267 |   +0%˄ ||    19.55 |    19.50 |   -0%˄ |  0.0933 |
 | 2b      ||   42.112 |   42.025 |   -0%˄ ||    23.74 |    23.79 |   +0%˄ |  0.4416 |
 | 2c      ||   22.952 |   23.079 |   +1%˄ ||    43.56 |    43.32 |   -1%˄ |  0.0002 |
 | 2d      ||   72.611 |   72.632 |   +0%˄ ||    13.77 |    13.77 |   -0%˄ |  0.7321 |
 | 30a     ||  146.950 |  146.726 |   -0%˄ ||     6.80 |     6.82 |   +0%˄ |  0.0036 |
 | 30b     ||  130.362 |  130.159 |   -0%˄ ||     7.67 |     7.68 |   +0%˄ |  0.1279 |
+| 30c     ||  423.823 |  371.822 |  -12%˄ ||     2.36 |     2.69 |  +14%˄ |  0.0000 |
 | 31a     ||  144.170 |  142.289 |   -1%˄ ||     6.94 |     7.03 |   +1%˄ |  0.0000 |
 | 31b     ||  121.487 |  120.130 |   -1%˄ ||     8.23 |     8.32 |   +1%˄ |  0.0000 |
 | 31c     ||  169.134 |  166.289 |   -2%˄ ||     5.91 |     6.01 |   +2%˄ |  0.0000 |
 | 32a     ||   15.709 |   15.664 |   -0%˄ ||    63.65 |    63.83 |   +0%˄ |  0.2367 |
 | 32b     ||   37.496 |   37.399 |   -0%˄ ||    26.67 |    26.74 |   +0%˄ |  0.4331 |
 | 33a     ||   23.240 |   22.933 |   -1%˄ ||    43.02 |    43.60 |   +1%˄ |  0.0000 |
 | 33b     ||   22.730 |   22.423 |   -1%˄ ||    43.99 |    44.59 |   +1%˄ |  0.0000 |
 | 33c     ||   26.346 |   26.030 |   -1%˄ ||    37.95 |    38.41 |   +1%˄ |  0.0000 |
 | 3a      ||  124.495 |  124.418 |   -0%˄ ||     8.03 |     8.04 |   +0%˄ |  0.5335 |
 | 3b      ||   14.259 |   14.382 |   +1%˄ ||    70.12 |    69.51 |   -1%˄ |  0.0182 |
 | 3c      ||  452.697 |  450.641 |   -0%˄ ||     2.21 |     2.22 |   +0%˄ |  0.0146 |
 | 4a      ||  114.896 |  116.568 |   +1%˄ ||     8.70 |     8.58 |   -1%˄ |  0.0000 |
 | 4b      ||   13.102 |   13.038 |   -0%˄ ||    76.31 |    76.68 |   +0%˄ |  0.0012 |
 | 4c      ||  127.258 |  127.142 |   -0%˄ ||     7.86 |     7.86 |   +0%˄ |  0.6605 |
 | 5a      ||   58.135 |   58.037 |   -0%˄ ||    17.20 |    17.23 |   +0%˄ |  0.1484 |
 | 5b      ||  137.763 |  137.553 |   -0%˄ ||     7.26 |     7.27 |   +0%˄ |  0.4020 |
 | 5c      ||  192.621 |  190.599 |   -1%˄ ||     5.19 |     5.25 |   +1%˄ |  0.0000 |
 | 6a      ||  100.499 |   99.314 |   -1%˄ ||     9.95 |    10.07 |   +1%˄ |  0.0000 |
 | 6b      ||  119.286 |  117.339 |   -2%˄ ||     8.38 |     8.52 |   +2%˄ |  0.0000 |
 | 6c      ||   96.009 |   94.480 |   -2%˄ ||    10.42 |    10.58 |   +2%˄ |  0.0000 |
 | 6d      ||  516.012 |  508.912 |   -1%˄ ||     1.94 |     1.96 |   +1%˄ |  0.0000 |
 | 6e      ||  100.656 |   99.179 |   -1%˄ ||     9.93 |    10.08 |   +1%˄ |  0.0000 |
 | 6f      ||  686.964 |  677.515 |   -1%  ||     1.46 |     1.48 |   +1%  |  0.0000 |
 | 7a      ||   53.160 |   53.229 |   +0%˄ ||    18.81 |    18.79 |   -0%˄ |  0.1661 |
 | 7b      ||   48.910 |   48.727 |   -0%˄ ||    20.44 |    20.52 |   +0%˄ |  0.0821 |
 | 7c      ||  572.559 |  560.593 |   -2%˄ ||     1.75 |     1.78 |   +2%˄ |  0.0000 |
 | 8a      ||   38.742 |   38.687 |   -0%˄ ||    25.81 |    25.85 |   +0%˄ |  0.2063 |
 | 8b      ||   36.072 |   36.187 |   +0%˄ ||    27.72 |    27.63 |   -0%˄ |  0.2524 |
 | 8c      || 1828.956 | 1823.972 |   -0%  ||     0.55 |     0.55 |   +0%  |  0.0345 |
 | 8d      ||  304.303 |  304.172 |   -0%˄ ||     3.29 |     3.29 |   +0%˄ |  0.5669 |
 | 9a      ||  186.145 |  184.781 |   -1%˄ ||     5.37 |     5.41 |   +1%˄ |  0.0000 |
 | 9b      ||  108.687 |  108.283 |   -0%˄ ||     9.20 |     9.23 |   +0%˄ |  0.0000 |
 | 9c      ||  273.558 |  270.350 |   -1%˄ ||     3.66 |     3.70 |   +1%˄ |  0.0000 |
 | 9d      ||  481.210 |  475.811 |   -1%˄ ||     2.08 |     2.10 |   +1%˄ |  0.0000 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     ||  34328.1 |  34152.2 |   -1%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +0%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 |   Notes || ˄ Execution stopped due to max runs reached                            |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_3228b77c02306e4bd15c207f87717af8acd30522_mt.json | /hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_833281d1ee76a14a730e02fff4b4a0784c44baf7_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 3228b77c02306e4bd15c207f87717af8acd30522-dirty                                                                    | 833281d1ee76a14a730e02fff4b4a0784c44baf7-dirty                                                                    |
 |  benchmark_mode               | Shuffled                                                                                                          | Shuffled                                                                                                          |
 |  build_type                   | release                                                                                                           | release                                                                                                           |
 |  chunk_size                   | 65535                                                                                                             | 65535                                                                                                             |
 |  clients                      | 9                                                                                                                 | 9                                                                                                                 |
 |  compiler                     | clang 14.0.0                                                                                                      | clang 14.0.0                                                                                                      |
 |  cores                        | 9                                                                                                                 | 9                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                 | 0                                                                                                                 |
 |  date                         | 2022-08-27 02:35:51                                                                                               | 2022-08-27 05:58:02                                                                                               |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                           |
 |  indexes                      | False                                                                                                             | False                                                                                                             |
 |  max_duration                 | 1200000000000                                                                                                     | 1200000000000                                                                                                     |
 |  max_runs                     | -1                                                                                                                | -1                                                                                                                |
 |  time_unit                    | ns                                                                                                                | ns                                                                                                                |
 |  using_scheduler              | True                                                                                                              | True                                                                                                              |
 |  utilized_cores_per_numa_node | [9]                                                                                                               | [9]                                                                                                               |
 |  verify                       | False                                                                                                             | False                                                                                                             |
 |  warmup_duration              | 0                                                                                                                 | 0                                                                                                                 |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||  303.285 |  218.742 |  -28%  ||     0.17 |     0.17 |   -1%  |  0.1528 |
-| 10b     ||  162.135 |  192.073 |  +18%  ||     0.17 |     0.17 |   +0%  |  0.5448 |
-| 10c     ||  428.813 |  450.883 |   +5%  ||     0.17 |     0.17 |   -0%  |  0.7233 |
 | 11a     ||   60.821 |   59.886 |   -2%  ||     0.17 |     0.17 |   -1%  |  0.9690 |
-| 11b     ||   54.987 |   59.700 |   +9%  ||     0.17 |     0.17 |   -0%  |  0.8267 |
+| 11c     ||   78.877 |   67.867 |  -14%  ||     0.17 |     0.17 |   -0%  |  0.6640 |
+| 11d     ||   70.373 |   65.665 |   -7%  ||     0.17 |     0.17 |   -0%  |  0.7095 |
-| 12a     ||  135.788 |  151.558 |  +12%  ||     0.17 |     0.17 |   -0%  |  0.6611 |
-| 12b     ||   60.436 |  101.715 |  +68%  ||     0.17 |     0.17 |   -1%  |  0.2644 |
-| 12c     ||  331.863 |  385.921 |  +16%  ||     0.17 |     0.17 |   -0%  |  0.4802 |
+| 13a     ||  506.213 |  481.183 |   -5%  ||     0.17 |     0.17 |   -0%  |  0.6632 |
+| 13b     ||  266.077 |  209.867 |  -21%  ||     0.17 |     0.17 |   +0%  |  0.2308 |
-| 13c     ||  208.093 |  233.104 |  +12%  ||     0.17 |     0.17 |   -0%  |  0.5910 |
 | 13d     ||  867.918 |  898.265 |   +3%  ||     0.17 |     0.17 |   -1%  |  0.7164 |
 | 14a     ||  731.276 |  741.873 |   +1%  ||     0.17 |     0.17 |   -0%  |  0.8831 |
+| 14b     ||  487.857 |  461.100 |   -5%  ||     0.17 |     0.17 |   -0%  |  0.7589 |
 | 14c     ||  829.936 |  802.690 |   -3%  ||     0.17 |     0.17 |   -0%  |  0.7256 |
-| 15a     ||  166.233 |  174.015 |   +5%  ||     0.17 |     0.17 |   -0%  |  0.8414 |
+| 15b     ||  164.840 |  135.740 |  -18%  ||     0.17 |     0.17 |   +0%  |  0.3986 |
+| 15c     ||  162.783 |  127.244 |  -22%  ||     0.17 |     0.17 |   -0%  |  0.2104 |
-| 15d     ||  189.542 |  206.051 |   +9%  ||     0.17 |     0.17 |   -0%  |  0.7928 |
 | 16a     || 2579.322 | 2598.471 |   +1%  ||     0.17 |     0.17 |   -0%  |  0.8823 |
 | 16b     || 3783.275 | 3712.734 |   -2%  ||     0.17 |     0.17 |   -0%  |  0.5519 |
 | 16c     || 2598.521 | 2601.443 |   +0%  ||     0.17 |     0.17 |   -0%  |  0.9775 |
 | 16d     || 2607.449 | 2617.440 |   +0%  ||     0.17 |     0.17 |   -0%  |  0.9335 |
 | 17a     ||  878.778 |  875.102 |   -0%  ||     0.17 |     0.17 |   -0%  |  0.9662 |
+| 17b     ||  717.176 |  678.579 |   -5%  ||     0.17 |     0.17 |   -0%  |  0.6898 |
-| 17c     ||  611.539 |  719.588 |  +18%  ||     0.16 |     0.17 |   +0%  |  0.2371 |
+| 17d     ||  759.674 |  694.596 |   -9%  ||     0.17 |     0.17 |   -0%  |  0.4806 |
+| 17e     || 1835.448 | 1650.622 |  -10%  ||     0.17 |     0.17 |   -0%  |  0.0847 |
-| 17f     || 1227.826 | 1343.096 |   +9%  ||     0.17 |     0.17 |   -1%  |  0.2991 |
 | 18a     ||  808.628 |  838.114 |   +4%  ||     0.17 |     0.17 |   +0%  |  0.7477 |
+| 18b     ||  188.877 |  156.890 |  -17%  ||     0.17 |     0.17 |   -1%  |  0.3626 |
-| 18c     ||  773.667 |  815.152 |   +5%  ||     0.17 |     0.17 |   -0%  |  0.6200 |
 | 19a     ||  543.244 |  541.295 |   -0%  ||     0.17 |     0.17 |   -0%  |  0.9842 |
 | 19b     ||  314.228 |  313.753 |   -0%  ||     0.17 |     0.17 |   +0%  |  0.9931 |
+| 19c     ||  503.697 |  461.220 |   -8%  ||     0.17 |     0.17 |   -1%  |  0.5898 |
 | 19d     || 1349.821 | 1358.925 |   +1%  ||     0.17 |     0.17 |   -1%  |  0.9397 |
-| 1a      ||   36.367 |   38.590 |   +6%  ||     0.17 |     0.17 |   +0%  |  0.8760 |
+| 1b      ||   67.926 |   47.436 |  -30%  ||     0.17 |     0.17 |   -0%  |  0.5167 |
-| 1c      ||   25.088 |   43.549 |  +74%  ||     0.17 |     0.17 |   -0%  |  0.3316 |
+| 1d      ||   33.407 |   25.693 |  -23%  ||     0.17 |     0.17 |   -1%  |  0.5454 |
+| 20a     ||  779.205 |  702.301 |  -10%  ||     0.16 |     0.17 |   +0%  |  0.4442 |
 | 20b     ||  495.514 |  480.198 |   -3%  ||     0.17 |     0.17 |   -0%  |  0.8382 |
 | 20c     ||  457.274 |  453.741 |   -1%  ||     0.17 |     0.17 |   -1%  |  0.9572 |
-| 21a     ||   95.941 |  134.046 |  +40%  ||     0.17 |     0.17 |   -0%  |  0.3944 |
-| 21b     ||   72.695 |  112.354 |  +55%  ||     0.17 |     0.17 |   +0%  |  0.2262 |
+| 21c     ||  100.295 |   80.284 |  -20%  ||     0.17 |     0.17 |   +0%  |  0.5662 |
-| 22a     ||  472.165 |  547.671 |  +16%  ||     0.17 |     0.17 |   -1%  |  0.3247 |
-| 22b     ||  261.125 |  339.064 |  +30%  ||     0.17 |     0.17 |   +0%  |  0.1251 |
-| 22c     ||  803.895 |  913.241 |  +14%  ||     0.17 |     0.17 |   -1%  |  0.2355 |
+| 22d     || 1227.277 | 1155.061 |   -6%  ||     0.17 |     0.17 |   -0%  |  0.4602 |
-| 23a     ||  104.153 |  134.472 |  +29%  ||     0.17 |     0.17 |   -0%  |  0.2285 |
+| 23b     ||  127.357 |  111.311 |  -13%  ||     0.17 |     0.17 |   -0%  |  0.6174 |
-| 23c     ||  151.136 |  200.566 |  +33%  ||     0.17 |     0.17 |   -1%  |  0.2571 |
+| 24a     ||  264.924 |  242.330 |   -9%  ||     0.17 |     0.17 |   -1%  |  0.6123 |
 | 24b     ||  227.737 |  231.550 |   +2%  ||     0.17 |     0.17 |   -0%  |  0.9423 |
-| 25a     ||  408.294 |  521.450 |  +28%  ||     0.16 |     0.17 |   +0%  |  0.1244 |
+| 25b     ||  168.558 |  160.361 |   -5%  ||     0.17 |     0.17 |   +0%  |  0.8100 |
+| 25c     || 1060.067 |  928.101 |  -12%  ||     0.17 |     0.17 |   -0%  |  0.1495 |
+| 26a     ||  311.368 |  275.671 |  -11%  ||     0.17 |     0.17 |   -1%  |  0.4518 |
-| 26b     ||  244.535 |  266.228 |   +9%  ||     0.17 |     0.17 |   -0%  |  0.7238 |
+| 26c     ||  504.560 |  473.673 |   -6%  ||     0.17 |     0.17 |   -0%  |  0.6830 |
-| 27a     ||   76.430 |  113.109 |  +48%  ||     0.17 |     0.17 |   -0%  |  0.3011 |
+| 27b     ||  113.078 |   89.687 |  -21%  ||     0.17 |     0.17 |   -0%  |  0.3450 |
-| 27c     ||   86.484 |  112.501 |  +30%  ||     0.17 |     0.17 |   -0%  |  0.4381 |
+| 28a     ||  616.784 |  485.559 |  -21%  ||     0.17 |     0.17 |   -0%  |  0.0475 |
 | 28b     ||  174.755 |  168.149 |   -4%  ||     0.17 |     0.17 |   -1%  |  0.8954 |
-| 28c     ||  557.835 |  612.488 |  +10%  ||     0.17 |     0.17 |   -1%  |  0.3664 |
-| 29a     ||  215.066 |  263.999 |  +23%  ||     0.17 |     0.17 |   -0%  |  0.3797 |
+| 29b     ||  211.592 |  154.223 |  -27%  ||     0.17 |     0.17 |   -0%  |  0.1923 |
-| 29c     ||  274.651 |  313.799 |  +14%  ||     0.17 |     0.17 |   -1%  |  0.5443 |
+| 2a      ||  156.735 |  114.859 |  -27%  ||     0.17 |     0.17 |   -0%  |  0.2458 |
-| 2b      ||  112.940 |  175.558 |  +55%  ||     0.17 |     0.17 |   -0%  |  0.2019 |
+| 2c      ||   85.749 |   68.882 |  -20%  ||     0.17 |     0.17 |   +0%  |  0.5102 |
+| 2d      ||  241.128 |  191.269 |  -21%  ||     0.17 |     0.17 |   -0%  |  0.3740 |
+| 30a     ||  393.238 |  338.831 |  -14%  ||     0.17 |     0.17 |   +0%  |  0.4052 |
 | 30b     ||  223.953 |  222.310 |   -1%  ||     0.17 |     0.17 |   -1%  |  0.9712 |
+| 30c     ||  750.160 |  632.230 |  -16%  ||     0.17 |     0.17 |   -1%  |  0.1993 |
-| 31a     ||  316.079 |  351.322 |  +11%  ||     0.17 |     0.17 |   -0%  |  0.6030 |
-| 31b     ||  206.109 |  281.571 |  +37%  ||     0.17 |     0.17 |   -1%  |  0.1609 |
 | 31c     ||  365.014 |  372.758 |   +2%  ||     0.17 |     0.17 |   -0%  |  0.9162 |
-| 32a     ||   56.115 |   61.557 |  +10%  ||     0.17 |     0.17 |   -0%  |  0.8345 |
+| 32b     ||  135.398 |   98.361 |  -27%  ||     0.17 |     0.17 |   -0%  |  0.3170 |
+| 33a     ||   66.753 |   55.111 |  -17%  ||     0.17 |     0.17 |   -0%  |  0.4875 |
+| 33b     ||   51.360 |   41.234 |  -20%  ||     0.17 |     0.17 |   -0%  |  0.2520 |
+| 33c     ||   78.428 |   73.012 |   -7%  ||     0.17 |     0.17 |   -1%  |  0.8133 |
-| 3a      ||  221.363 |  298.338 |  +35%  ||     0.17 |     0.17 |   -0%  |  0.1456 |
-| 3b      ||   66.499 |   72.317 |   +9%  ||     0.17 |     0.17 |   -0%  |  0.8479 |
+| 3c      ||  588.363 |  508.323 |  -14%  ||     0.17 |     0.17 |   -1%  |  0.2292 |
-| 4a      ||  137.524 |  201.373 |  +46%  ||     0.17 |     0.17 |   -0%  |  0.0539 |
+| 4b      ||   54.257 |   37.189 |  -31%  ||     0.17 |     0.17 |   -1%  |  0.2170 |
+| 4c      ||  214.957 |  203.184 |   -5%  ||     0.17 |     0.17 |   -1%  |  0.7956 |
-| 5a      ||  152.521 |  189.118 |  +24%  ||     0.17 |     0.17 |   -0%  |  0.4419 |
+| 5b      ||  254.931 |  188.888 |  -26%  ||     0.17 |     0.17 |   -1%  |  0.2524 |
-| 5c      ||  269.499 |  310.173 |  +15%  ||     0.17 |     0.17 |   -0%  |  0.5143 |
+| 6a      ||  142.480 |  115.280 |  -19%  ||     0.17 |     0.17 |   -0%  |  0.3475 |
-| 6b      ||  182.445 |  224.457 |  +23%  ||     0.17 |     0.17 |   -0%  |  0.4118 |
 | 6c      ||  159.381 |  165.145 |   +4%  ||     0.17 |     0.17 |   -0%  |  0.9210 |
-| 6d      ||  652.971 |  758.287 |  +16%  ||     0.17 |     0.17 |   -0%  |  0.2478 |
-| 6e      ||   89.260 |  186.856 | +109%  ||     0.17 |     0.17 |   -1%  |  0.0145 |
+| 6f      || 1115.381 | 1047.399 |   -6%  ||     0.17 |     0.17 |   -1%  |  0.4271 |
 | 7a      ||  125.859 |  126.817 |   +1%  ||     0.17 |     0.17 |   -0%  |  0.9794 |
-| 7b      ||   94.273 |  107.722 |  +14%  ||     0.17 |     0.17 |   -1%  |  0.5520 |
 | 7c      || 1027.133 | 1061.469 |   +3%  ||     0.17 |     0.17 |   -0%  |  0.7572 |
+| 8a      ||  113.591 |  104.729 |   -8%  ||     0.17 |     0.17 |   -0%  |  0.7562 |
 | 8b      ||   92.627 |   91.615 |   -1%  ||     0.17 |     0.17 |   +0%  |  0.9557 |
 | 8c      || 2253.783 | 2208.014 |   -2%  ||     0.17 |     0.17 |   -0%  |  0.6621 |
-| 8d      ||  538.596 |  629.594 |  +17%  ||     0.17 |     0.17 |   -0%  |  0.2898 |
+| 9a      ||  521.780 |  446.942 |  -14%  ||     0.17 |     0.17 |   -0%  |  0.3458 |
 | 9b      ||  315.273 |  328.315 |   +4%  ||     0.17 |     0.17 |   -0%  |  0.8514 |
-| 9c      ||  679.283 |  710.097 |   +5%  ||     0.17 |     0.17 |   -0%  |  0.7274 |
 | 9d      || 1033.543 | 1028.837 |   -0%  ||     0.17 |     0.17 |   -0%  |  0.9682 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     ||  53513.6 |  53564.0 |   +0%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   -0%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

Bouncner avatar Aug 27 '22 21:08 Bouncner

🥳

dey4ss avatar Aug 30 '22 18:08 dey4ss