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perf: Emit LeftSemi hash join rows while probing - #24794

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perf: Emit LeftSemi hash join rows while probing#24794
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Which issue does this PR close?

  • Closes #.

Rationale for this change

A LeftSemi hash join emits nothing while probing. adjust_indices_by_join_type
returns empty index arrays for it, and every matched build row comes out at the
end from the visited bitmap, the same way LeftAnti and LeftMark work.

HashJoinExec::compute_properties nevertheless reports
EmissionType::Incremental for LeftSemi, grouped with Inner and
RightSemi under the comment "If we only need to generate matched rows from
the probe side". That is not what LeftSemi does: its rows come from the build
side. LeftAnti and LeftMark are correctly classified Both.

So the join is blocking, and a LIMIT above it buys nothing. On TPC-DS SF1:

select ws_order_number from web_sales ws
where exists (select 1 from web_returns wr
              where wr.wr_order_number = ws.ws_order_number)
limit 10
plans as LeftSemi, with LIMIT 10 9.2 ms
the same query with no LIMIT at all 8.6 ms
mirrored so it plans as RightSemi, with LIMIT 10 2.8 ms

What changes are included in this PR?

A semi join only needs to know whether a build row has matched yet, and the
visited bitmap already carries that. This emits a build row when its bit flips
from unset to set, which produces the same rows in the same order but while
probing rather than after it. The final stage then has nothing left to do.

The comment at that site already described the fix: "When visit the right
batch, we can output the matched left row and don't need to wait the end of
loop".

The query above now takes 2.7 ms, matching the RightSemi form, and
EmissionType::Incremental becomes true rather than aspirational.

Only the hash join changes. NestedLoopJoinExec still emits its LeftSemi
rows at the end, so need_produce_result_in_final is untouched.

Are these changes tested?

Yes, by the existing coverage: the full sqllogictest suite (504 files) and the
1117 join unit tests pass. Semi joins are heavily covered by joins.slt,
subquery.slt and the hash join's own tests, including across partition modes
and batch sizes.

One expectation changed, in push_down_filter_parquet.slt. It is an EXPLAIN ANALYZE whose join reports input_batches=1, input_rows=2 where it used to
report 2 and 4; output_rows is 2 either way. The join no longer holds its
output back, so the consumer finishes and the probe scan stops earlier.

Are there any user-facing changes?

LeftSemi hash joins are no longer blocking, so a LIMIT or any other
early-terminating consumer above one can now stop it early. Results are
unchanged.

A `LeftSemi` hash join emitted nothing while probing: every matched build row
came out at the end from the visited bitmap, like `LeftAnti` and `LeftMark`.
`HashJoinExec` nevertheless reported `EmissionType::Incremental` for it,
grouped with Inner and RightSemi under "If we only need to generate matched
rows from the probe side" -- which is not what LeftSemi does, since its rows
come from the build side.

So the join was blocking, and a LIMIT above it bought nothing:

  select ws_order_number from web_sales ws
  where exists (select 1 from web_returns wr
                where wr.wr_order_number = ws.ws_order_number)
  limit 10

took 9.2 ms on TPC-DS SF1, against 8.6 ms for the same query with no LIMIT at
all. Mirrored so it plans as `RightSemi`, which is probe-driven, it took 2.8 ms.

A semi join only needs to know whether a build row has matched yet, and the
bitmap already carries that. Emitting a build row when its bit flips from unset
to set produces the same rows in the same order, while probing. The final stage
then has nothing left to do. The comment at the site said as much already:
"When visit the right batch, we can output the matched left row and don't need
to wait the end of loop".

The query above now takes 2.7 ms, matching the RightSemi form.

Only the hash join changes. `NestedLoopJoinExec` keeps emitting LeftSemi rows
at the end, so `need_produce_result_in_final` is untouched.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01SgqwvctZdvR1ZCz2hbkEJC
@github-actions github-actions Bot added sqllogictest SQL Logic Tests (.slt) physical-plan Changes to the physical-plan crate labels Aug 30, 2026
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codecov-commenter commented Aug 30, 2026

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Codecov Report

❌ Patch coverage is 95.83333% with 1 line in your changes missing coverage. Please review.
✅ Project coverage is 81.52%. Comparing base (61bf6b9) to head (9b9d1d7).
⚠️ Report is 2 commits behind head on main.

Files with missing lines Patch % Lines
...fusion/physical-plan/src/joins/hash_join/stream.rs 95.83% 1 Missing ⚠️
Additional details and impacted files
@@           Coverage Diff           @@
##             main   #24794   +/-   ##
=======================================
  Coverage   81.52%   81.52%           
=======================================
  Files        1123     1123           
  Lines      405970   406054   +84     
  Branches   405970   406054   +84     
=======================================
+ Hits       330978   331051   +73     
- Misses      55627    55639   +12     
+ Partials    19365    19364    -1     

☔ View full report in Codecov by Harness.
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@Dandandan

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run benchmark tpch tpcds

@adriangbot

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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5471125244-2047-dghwr 6.12.85+ #1 SMP Sat Jun 27 09:31:30 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
Architecture:                            aarch64
CPU op-mode(s):                          64-bit
Byte Order:                              Little Endian
CPU(s):                                  16
On-line CPU(s) list:                     0-15
Vendor ID:                               ARM
Model name:                              Neoverse-V2
Model:                                   1
Thread(s) per core:                      1
Core(s) per cluster:                     16
Socket(s):                               -
Cluster(s):                              1
Stepping:                                r0p1
BogoMIPS:                                2000.00
Flags:                                   fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache:                               1 MiB (16 instances)
L1i cache:                               1 MiB (16 instances)
L2 cache:                                32 MiB (16 instances)
L3 cache:                                80 MiB (1 instance)
NUMA node(s):                            1
NUMA node0 CPU(s):                       0-15
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Not affected
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; CSV2, BHB
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Not affected

Comparing perf/left-semi-incremental (9b9d1d7) to 61bf6b9 (merge-base) diff

Run configuration
run benchmark tpch

Results will be posted here when complete


File an issue against this benchmark runner

@adriangbot

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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5471125244-2048-qhnhk 6.12.85+ #1 SMP Sat Jun 27 09:31:30 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
Architecture:                            aarch64
CPU op-mode(s):                          64-bit
Byte Order:                              Little Endian
CPU(s):                                  16
On-line CPU(s) list:                     0-15
Vendor ID:                               ARM
Model name:                              Neoverse-V2
Model:                                   1
Thread(s) per core:                      1
Core(s) per cluster:                     16
Socket(s):                               -
Cluster(s):                              1
Stepping:                                r0p1
BogoMIPS:                                2000.00
Flags:                                   fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache:                               1 MiB (16 instances)
L1i cache:                               1 MiB (16 instances)
L2 cache:                                32 MiB (16 instances)
L3 cache:                                80 MiB (1 instance)
NUMA node(s):                            1
NUMA node0 CPU(s):                       0-15
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Not affected
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; CSV2, BHB
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Not affected

Comparing perf/left-semi-incremental (9b9d1d7) to 61bf6b9 (merge-base) diff

Run configuration
run benchmark tpcds

Results will be posted here when complete


File an issue against this benchmark runner

@adriangbot

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🤖 Benchmark completed (GKE) | trigger

Instance: c4a-highmem-16 (12 vCPU / 65 GiB)

Comparing perf/left-semi-incremental (9b9d1d7) to 61bf6b9 (merge-base) diff

Run configuration
run benchmark tpch
CPU Details (lscpu)
Architecture:                            aarch64
CPU op-mode(s):                          64-bit
Byte Order:                              Little Endian
CPU(s):                                  16
On-line CPU(s) list:                     0-15
Vendor ID:                               ARM
Model name:                              Neoverse-V2
Model:                                   1
Thread(s) per core:                      1
Core(s) per cluster:                     16
Socket(s):                               -
Cluster(s):                              1
Stepping:                                r0p1
BogoMIPS:                                2000.00
Flags:                                   fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache:                               1 MiB (16 instances)
L1i cache:                               1 MiB (16 instances)
L2 cache:                                32 MiB (16 instances)
L3 cache:                                80 MiB (1 instance)
NUMA node(s):                            1
NUMA node0 CPU(s):                       0-15
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Not affected
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; CSV2, BHB
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Not affected
Details

Comparing HEAD and perf_left-semi-incremental
--------------------
Benchmark tpch_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Query     ┃     HEAD ┃ perf_left-semi-incremental ┃    Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ QQuery 1  │ 38.92 ms │                   38.73 ms │ no change │
│ QQuery 2  │ 18.90 ms │                   18.80 ms │ no change │
│ QQuery 3  │ 28.95 ms │                   28.79 ms │ no change │
│ QQuery 4  │ 17.95 ms │                   17.48 ms │ no change │
│ QQuery 5  │ 36.45 ms │                   36.43 ms │ no change │
│ QQuery 6  │ 16.22 ms │                   16.23 ms │ no change │
│ QQuery 7  │ 42.21 ms │                   41.33 ms │ no change │
│ QQuery 8  │ 41.13 ms │                   41.61 ms │ no change │
│ QQuery 9  │ 50.27 ms │                   50.97 ms │ no change │
│ QQuery 10 │ 43.05 ms │                   42.64 ms │ no change │
│ QQuery 11 │ 13.61 ms │                   13.72 ms │ no change │
│ QQuery 12 │ 24.05 ms │                   24.24 ms │ no change │
│ QQuery 13 │ 40.80 ms │                   39.67 ms │ no change │
│ QQuery 14 │ 24.65 ms │                   24.16 ms │ no change │
│ QQuery 15 │ 31.35 ms │                   31.19 ms │ no change │
│ QQuery 16 │ 14.08 ms │                   14.08 ms │ no change │
│ QQuery 17 │ 72.67 ms │                   71.29 ms │ no change │
│ QQuery 18 │ 59.88 ms │                   59.49 ms │ no change │
│ QQuery 19 │ 32.79 ms │                   32.69 ms │ no change │
│ QQuery 20 │ 31.49 ms │                   31.01 ms │ no change │
│ QQuery 21 │ 56.56 ms │                   54.86 ms │ no change │
│ QQuery 22 │ 14.37 ms │                   13.97 ms │ no change │
└───────────┴──────────┴────────────────────────────┴───────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
┃ Benchmark Summary                         ┃          ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
│ Total Time (HEAD)                         │ 750.35ms │
│ Total Time (perf_left-semi-incremental)   │ 743.38ms │
│ Average Time (HEAD)                       │  34.11ms │
│ Average Time (perf_left-semi-incremental) │  33.79ms │
│ Queries Faster                            │        0 │
│ Queries Slower                            │        0 │
│ Queries with No Change                    │       22 │
│ Queries with Failure                      │        0 │
└───────────────────────────────────────────┴──────────┘

Distribution per query (min / mean ±stddev / max):

Comparing HEAD and perf_left-semi-incremental
--------------------
Benchmark tpch_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query     ┃                           HEAD ┃     perf_left-semi-incremental ┃       Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 1  │ 38.92 / 40.24 ±1.27 / 41.90 ms │ 38.73 / 40.84 ±2.30 / 45.11 ms │    no change │
│ QQuery 2  │ 18.90 / 19.51 ±0.92 / 21.34 ms │ 18.80 / 19.76 ±0.93 / 21.36 ms │    no change │
│ QQuery 3  │ 28.95 / 29.31 ±0.29 / 29.77 ms │ 28.79 / 29.13 ±0.31 / 29.68 ms │    no change │
│ QQuery 4  │ 17.95 / 18.39 ±0.65 / 19.67 ms │ 17.48 / 17.98 ±0.63 / 19.13 ms │    no change │
│ QQuery 5  │ 36.45 / 37.38 ±1.53 / 40.41 ms │ 36.43 / 36.72 ±0.20 / 36.97 ms │    no change │
│ QQuery 6  │ 16.22 / 16.58 ±0.45 / 17.36 ms │ 16.23 / 16.89 ±0.99 / 18.85 ms │    no change │
│ QQuery 7  │ 42.21 / 42.88 ±0.75 / 44.33 ms │ 41.33 / 42.17 ±0.61 / 42.98 ms │    no change │
│ QQuery 8  │ 41.13 / 41.87 ±0.92 / 43.67 ms │ 41.61 / 42.81 ±1.26 / 44.96 ms │    no change │
│ QQuery 9  │ 50.27 / 50.81 ±0.59 / 51.63 ms │ 50.97 / 51.67 ±0.58 / 52.41 ms │    no change │
│ QQuery 10 │ 43.05 / 43.88 ±0.87 / 45.47 ms │ 42.64 / 43.64 ±1.21 / 46.02 ms │    no change │
│ QQuery 11 │ 13.61 / 13.81 ±0.16 / 14.00 ms │ 13.72 / 13.99 ±0.24 / 14.40 ms │    no change │
│ QQuery 12 │ 24.05 / 24.53 ±0.24 / 24.68 ms │ 24.24 / 24.80 ±0.40 / 25.35 ms │    no change │
│ QQuery 13 │ 40.80 / 41.00 ±0.15 / 41.26 ms │ 39.67 / 40.20 ±0.78 / 41.73 ms │    no change │
│ QQuery 14 │ 24.65 / 24.85 ±0.17 / 25.05 ms │ 24.16 / 26.78 ±1.38 / 28.02 ms │ 1.08x slower │
│ QQuery 15 │ 31.35 / 32.03 ±0.73 / 33.23 ms │ 31.19 / 32.95 ±0.95 / 34.10 ms │    no change │
│ QQuery 16 │ 14.08 / 14.22 ±0.15 / 14.48 ms │ 14.08 / 14.16 ±0.08 / 14.32 ms │    no change │
│ QQuery 17 │ 72.67 / 73.78 ±1.67 / 77.10 ms │ 71.29 / 73.10 ±1.38 / 75.53 ms │    no change │
│ QQuery 18 │ 59.88 / 61.29 ±1.11 / 63.20 ms │ 59.49 / 60.69 ±0.77 / 61.72 ms │    no change │
│ QQuery 19 │ 32.79 / 33.76 ±1.17 / 35.98 ms │ 32.69 / 33.66 ±1.00 / 35.51 ms │    no change │
│ QQuery 20 │ 31.49 / 32.11 ±0.82 / 33.71 ms │ 31.01 / 31.56 ±0.45 / 32.31 ms │    no change │
│ QQuery 21 │ 56.56 / 58.26 ±0.95 / 59.40 ms │ 54.86 / 55.55 ±0.67 / 56.81 ms │    no change │
│ QQuery 22 │ 14.37 / 14.55 ±0.17 / 14.83 ms │ 13.97 / 14.37 ±0.23 / 14.68 ms │    no change │
└───────────┴────────────────────────────────┴────────────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
┃ Benchmark Summary                         ┃          ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
│ Total Time (HEAD)                         │ 765.02ms │
│ Total Time (perf_left-semi-incremental)   │ 763.43ms │
│ Average Time (HEAD)                       │  34.77ms │
│ Average Time (perf_left-semi-incremental) │  34.70ms │
│ Queries Faster                            │        0 │
│ Queries Slower                            │        1 │
│ Queries with No Change                    │       21 │
│ Queries with Failure                      │        0 │
└───────────────────────────────────────────┴──────────┘

Resource Usage

tpch — base (merge-base)

Metric Value
Wall time 5.0s
Peak memory 1.3 GiB
Avg memory 503.9 MiB
CPU user 21.6s
CPU sys 1.6s
Peak spill 0 B

tpch — branch

Metric Value
Wall time 5.0s
Peak memory 1.2 GiB
Avg memory 500.9 MiB
CPU user 21.4s
CPU sys 1.8s
Peak spill 0 B

File an issue against this benchmark runner

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🤖 Benchmark completed (GKE) | trigger

Instance: c4a-highmem-16 (12 vCPU / 65 GiB)

Comparing perf/left-semi-incremental (9b9d1d7) to 61bf6b9 (merge-base) diff

Run configuration
run benchmark tpcds
CPU Details (lscpu)
Architecture:                            aarch64
CPU op-mode(s):                          64-bit
Byte Order:                              Little Endian
CPU(s):                                  16
On-line CPU(s) list:                     0-15
Vendor ID:                               ARM
Model name:                              Neoverse-V2
Model:                                   1
Thread(s) per core:                      1
Core(s) per cluster:                     16
Socket(s):                               -
Cluster(s):                              1
Stepping:                                r0p1
BogoMIPS:                                2000.00
Flags:                                   fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti
L1d cache:                               1 MiB (16 instances)
L1i cache:                               1 MiB (16 instances)
L2 cache:                                32 MiB (16 instances)
L3 cache:                                80 MiB (1 instance)
NUMA node(s):                            1
NUMA node0 CPU(s):                       0-15
Vulnerability Gather data sampling:      Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit:             Not affected
Vulnerability L1tf:                      Not affected
Vulnerability Mds:                       Not affected
Vulnerability Meltdown:                  Not affected
Vulnerability Mmio stale data:           Not affected
Vulnerability Reg file data sampling:    Not affected
Vulnerability Retbleed:                  Not affected
Vulnerability Spec rstack overflow:      Not affected
Vulnerability Spec store bypass:         Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1:                Mitigation; __user pointer sanitization
Vulnerability Spectre v2:                Mitigation; CSV2, BHB
Vulnerability Srbds:                     Not affected
Vulnerability Tsa:                       Not affected
Vulnerability Tsx async abort:           Not affected
Vulnerability Vmscape:                   Not affected
Details

Comparing HEAD and perf_left-semi-incremental
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃       HEAD ┃ perf_left-semi-incremental ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │    5.71 ms │                    5.61 ms │     no change │
│ QQuery 2  │   80.79 ms │                   81.04 ms │     no change │
│ QQuery 3  │   28.58 ms │                   29.30 ms │     no change │
│ QQuery 4  │  478.10 ms │                  485.17 ms │     no change │
│ QQuery 5  │   51.65 ms │                   51.40 ms │     no change │
│ QQuery 6  │   36.26 ms │                   35.87 ms │     no change │
│ QQuery 7  │   74.93 ms │                   75.09 ms │     no change │
│ QQuery 8  │   36.36 ms │                   36.06 ms │     no change │
│ QQuery 9  │   52.91 ms │                   51.25 ms │     no change │
│ QQuery 10 │   63.00 ms │                   63.08 ms │     no change │
│ QQuery 11 │  298.31 ms │                  301.56 ms │     no change │
│ QQuery 12 │   31.13 ms │                   28.46 ms │ +1.09x faster │
│ QQuery 13 │  124.53 ms │                  117.36 ms │ +1.06x faster │
│ QQuery 14 │  433.43 ms │                  415.44 ms │     no change │
│ QQuery 15 │   68.82 ms │                   57.84 ms │ +1.19x faster │
│ QQuery 16 │    7.71 ms │                    6.79 ms │ +1.14x faster │
│ QQuery 17 │   84.30 ms │                   79.17 ms │ +1.06x faster │
│ QQuery 18 │  115.27 ms │                  103.81 ms │ +1.11x faster │
│ QQuery 19 │   43.73 ms │                   40.89 ms │ +1.07x faster │
│ QQuery 20 │   40.52 ms │                   35.41 ms │ +1.14x faster │
│ QQuery 21 │   18.50 ms │                   17.38 ms │ +1.06x faster │
│ QQuery 22 │   72.73 ms │                   63.70 ms │ +1.14x faster │
│ QQuery 23 │  315.99 ms │                  309.37 ms │     no change │
│ QQuery 24 │  195.01 ms │                  195.90 ms │     no change │
│ QQuery 25 │  113.37 ms │                  111.75 ms │     no change │
│ QQuery 26 │   50.00 ms │                   52.26 ms │     no change │
│ QQuery 27 │    6.26 ms │                    7.03 ms │  1.12x slower │
│ QQuery 28 │   60.50 ms │                   63.04 ms │     no change │
│ QQuery 29 │   97.16 ms │                  102.46 ms │  1.05x slower │
│ QQuery 30 │   32.41 ms │                   35.74 ms │  1.10x slower │
│ QQuery 31 │  110.74 ms │                  117.15 ms │  1.06x slower │
│ QQuery 32 │   20.15 ms │                   22.66 ms │  1.12x slower │
│ QQuery 33 │   37.69 ms │                   40.61 ms │  1.08x slower │
│ QQuery 34 │    9.95 ms │                   11.02 ms │  1.11x slower │
│ QQuery 35 │   73.69 ms │                   82.45 ms │  1.12x slower │
│ QQuery 36 │    6.03 ms │                    6.47 ms │  1.07x slower │
│ QQuery 37 │    6.93 ms │                    7.66 ms │  1.11x slower │
│ QQuery 38 │   61.58 ms │                   69.46 ms │  1.13x slower │
│ QQuery 39 │   90.24 ms │                  103.87 ms │  1.15x slower │
│ QQuery 40 │   26.24 ms │                   26.43 ms │     no change │
│ QQuery 41 │   12.11 ms │                   12.42 ms │     no change │
│ QQuery 42 │   24.59 ms │                   25.58 ms │     no change │
│ QQuery 43 │    5.86 ms │                    5.88 ms │     no change │
│ QQuery 44 │    9.65 ms │                   10.47 ms │  1.09x slower │
│ QQuery 45 │   37.72 ms │                   47.53 ms │  1.26x slower │
│ QQuery 46 │   12.64 ms │                   12.91 ms │     no change │
│ QQuery 47 │  226.43 ms │                  280.53 ms │  1.24x slower │
│ QQuery 48 │   95.19 ms │                  101.08 ms │  1.06x slower │
│ QQuery 49 │   74.41 ms │                   75.79 ms │     no change │
│ QQuery 50 │   59.09 ms │                   62.32 ms │  1.05x slower │
│ QQuery 51 │   92.17 ms │                   90.97 ms │     no change │
│ QQuery 52 │   24.32 ms │                   24.01 ms │     no change │
│ QQuery 53 │   29.16 ms │                   28.93 ms │     no change │
│ QQuery 54 │   54.43 ms │                   54.01 ms │     no change │
│ QQuery 55 │   23.00 ms │                   22.92 ms │     no change │
│ QQuery 56 │   38.34 ms │                   39.44 ms │     no change │
│ QQuery 57 │  175.75 ms │                  176.04 ms │     no change │
│ QQuery 58 │  110.85 ms │                  111.70 ms │     no change │
│ QQuery 59 │  117.35 ms │                  120.66 ms │     no change │
│ QQuery 60 │   39.48 ms │                   40.91 ms │     no change │
│ QQuery 61 │   12.37 ms │                   13.18 ms │  1.06x slower │
│ QQuery 62 │   46.03 ms │                   46.41 ms │     no change │
│ QQuery 63 │   29.36 ms │                   28.84 ms │     no change │
│ QQuery 64 │  364.77 ms │                  366.42 ms │     no change │
│ QQuery 65 │  120.58 ms │                  124.53 ms │     no change │
│ QQuery 66 │   80.40 ms │                   81.54 ms │     no change │
│ QQuery 67 │  269.42 ms │                  270.79 ms │     no change │
│ QQuery 68 │   12.57 ms │                   11.83 ms │ +1.06x faster │
│ QQuery 69 │   58.07 ms │                   59.29 ms │     no change │
│ QQuery 70 │  106.19 ms │                  104.73 ms │     no change │
│ QQuery 71 │   35.54 ms │                   35.16 ms │     no change │
│ QQuery 72 │ 1860.30 ms │                 1639.37 ms │ +1.13x faster │
│ QQuery 73 │    9.93 ms │                    9.55 ms │     no change │
│ QQuery 74 │  169.66 ms │                  167.85 ms │     no change │
│ QQuery 75 │  145.45 ms │                  155.29 ms │  1.07x slower │
│ QQuery 76 │   34.60 ms │                   35.54 ms │     no change │
│ QQuery 77 │   61.02 ms │                   60.96 ms │     no change │
│ QQuery 78 │  212.49 ms │                  215.92 ms │     no change │
│ QQuery 79 │   66.15 ms │                   66.10 ms │     no change │
│ QQuery 80 │   98.21 ms │                   97.56 ms │     no change │
│ QQuery 81 │   25.54 ms │                   26.23 ms │     no change │
│ QQuery 82 │   16.25 ms │                   16.26 ms │     no change │
│ QQuery 83 │   33.47 ms │                   33.53 ms │     no change │
│ QQuery 84 │   28.95 ms │                   28.96 ms │     no change │
│ QQuery 85 │  106.62 ms │                  102.62 ms │     no change │
│ QQuery 86 │   27.43 ms │                   25.14 ms │ +1.09x faster │
│ QQuery 87 │   62.86 ms │                   62.57 ms │     no change │
│ QQuery 88 │   64.09 ms │                   63.75 ms │     no change │
│ QQuery 89 │   35.46 ms │                   35.04 ms │     no change │
│ QQuery 90 │   18.18 ms │                   16.88 ms │ +1.08x faster │
│ QQuery 91 │   45.46 ms │                   44.85 ms │     no change │
│ QQuery 92 │   28.69 ms │                   29.46 ms │     no change │
│ QQuery 93 │   49.76 ms │                   48.99 ms │     no change │
│ QQuery 94 │   37.72 ms │                   37.66 ms │     no change │
│ QQuery 95 │   80.46 ms │                   78.31 ms │     no change │
│ QQuery 96 │   24.53 ms │                   23.84 ms │     no change │
│ QQuery 97 │   52.64 ms │                   52.25 ms │     no change │
│ QQuery 98 │   42.37 ms │                   42.68 ms │     no change │
│ QQuery 99 │   69.57 ms │                   69.14 ms │     no change │
└───────────┴────────────┴────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Benchmark Summary                         ┃           ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ Total Time (HEAD)                         │ 9466.88ms │
│ Total Time (perf_left-semi-incremental)   │ 9320.11ms │
│ Average Time (HEAD)                       │   95.63ms │
│ Average Time (perf_left-semi-incremental) │   94.14ms │
│ Queries Faster                            │        14 │
│ Queries Slower                            │        19 │
│ Queries with No Change                    │        66 │
│ Queries with Failure                      │         0 │
└───────────────────────────────────────────┴───────────┘

Distribution per query (min / mean ±stddev / max):

Comparing HEAD and perf_left-semi-incremental
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃            perf_left-semi-incremental ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │           5.71 / 6.25 ±0.90 / 8.05 ms │           5.61 / 6.16 ±0.93 / 8.01 ms │     no change │
│ QQuery 2  │        80.79 / 81.04 ±0.21 / 81.41 ms │        81.04 / 81.56 ±0.39 / 82.21 ms │     no change │
│ QQuery 3  │        28.58 / 29.08 ±0.31 / 29.48 ms │        29.30 / 29.50 ±0.12 / 29.68 ms │     no change │
│ QQuery 4  │     478.10 / 481.66 ±2.80 / 485.23 ms │     485.17 / 491.16 ±5.87 / 500.54 ms │     no change │
│ QQuery 5  │        51.65 / 53.88 ±3.54 / 60.92 ms │        51.40 / 52.08 ±0.55 / 52.71 ms │     no change │
│ QQuery 6  │        36.26 / 36.60 ±0.42 / 37.30 ms │        35.87 / 36.28 ±0.42 / 37.02 ms │     no change │
│ QQuery 7  │        74.93 / 76.35 ±0.87 / 77.16 ms │        75.09 / 75.47 ±0.32 / 75.98 ms │     no change │
│ QQuery 8  │        36.36 / 36.69 ±0.21 / 36.96 ms │        36.06 / 37.71 ±2.68 / 43.05 ms │     no change │
│ QQuery 9  │        52.91 / 56.18 ±2.76 / 61.23 ms │        51.25 / 53.62 ±1.52 / 55.99 ms │     no change │
│ QQuery 10 │        63.00 / 63.57 ±0.35 / 64.00 ms │        63.08 / 63.37 ±0.24 / 63.78 ms │     no change │
│ QQuery 11 │    298.31 / 356.47 ±29.55 / 378.84 ms │     301.56 / 307.18 ±3.68 / 312.53 ms │ +1.16x faster │
│ QQuery 12 │        31.13 / 31.99 ±0.63 / 33.01 ms │        28.46 / 28.70 ±0.18 / 28.98 ms │ +1.11x faster │
│ QQuery 13 │     124.53 / 126.34 ±1.17 / 127.44 ms │     117.36 / 118.71 ±0.83 / 119.96 ms │ +1.06x faster │
│ QQuery 14 │     433.43 / 437.47 ±3.21 / 443.21 ms │     415.44 / 418.66 ±1.78 / 420.23 ms │     no change │
│ QQuery 15 │        68.82 / 70.71 ±2.05 / 74.60 ms │        57.84 / 58.44 ±0.50 / 59.21 ms │ +1.21x faster │
│ QQuery 16 │           7.71 / 7.80 ±0.05 / 7.84 ms │           6.79 / 7.03 ±0.28 / 7.56 ms │ +1.11x faster │
│ QQuery 17 │        84.30 / 85.82 ±1.30 / 88.03 ms │        79.17 / 80.09 ±1.24 / 82.52 ms │ +1.07x faster │
│ QQuery 18 │     115.27 / 117.22 ±1.21 / 118.59 ms │     103.81 / 105.47 ±1.19 / 106.91 ms │ +1.11x faster │
│ QQuery 19 │        43.73 / 44.34 ±0.62 / 45.33 ms │        40.89 / 41.15 ±0.20 / 41.41 ms │ +1.08x faster │
│ QQuery 20 │        40.52 / 40.78 ±0.35 / 41.48 ms │        35.41 / 35.83 ±0.47 / 36.75 ms │ +1.14x faster │
│ QQuery 21 │        18.50 / 18.80 ±0.18 / 19.01 ms │        17.38 / 18.00 ±0.76 / 19.49 ms │     no change │
│ QQuery 22 │        72.73 / 73.38 ±0.51 / 74.08 ms │        63.70 / 64.05 ±0.30 / 64.51 ms │ +1.15x faster │
│ QQuery 23 │    315.99 / 332.25 ±17.59 / 360.78 ms │     309.37 / 312.68 ±3.88 / 320.25 ms │ +1.06x faster │
│ QQuery 24 │     195.01 / 201.23 ±5.80 / 210.68 ms │     195.90 / 198.32 ±2.87 / 203.50 ms │     no change │
│ QQuery 25 │     113.37 / 114.98 ±1.37 / 117.45 ms │     111.75 / 113.31 ±2.32 / 117.85 ms │     no change │
│ QQuery 26 │        50.00 / 51.17 ±0.60 / 51.59 ms │        52.26 / 52.75 ±0.30 / 53.10 ms │     no change │
│ QQuery 27 │           6.26 / 6.42 ±0.27 / 6.97 ms │           7.03 / 7.23 ±0.19 / 7.49 ms │  1.12x slower │
│ QQuery 28 │        60.50 / 60.85 ±0.25 / 61.18 ms │        63.04 / 64.78 ±2.89 / 70.55 ms │  1.06x slower │
│ QQuery 29 │       97.16 / 99.77 ±2.54 / 104.06 ms │     102.46 / 104.21 ±1.64 / 106.87 ms │     no change │
│ QQuery 30 │        32.41 / 33.32 ±0.97 / 35.15 ms │        35.74 / 36.05 ±0.29 / 36.55 ms │  1.08x slower │
│ QQuery 31 │     110.74 / 111.67 ±0.93 / 113.42 ms │     117.15 / 119.17 ±1.55 / 121.93 ms │  1.07x slower │
│ QQuery 32 │        20.15 / 22.46 ±3.61 / 29.65 ms │        22.66 / 22.88 ±0.17 / 23.16 ms │     no change │
│ QQuery 33 │        37.69 / 38.30 ±0.34 / 38.68 ms │        40.61 / 40.75 ±0.16 / 41.03 ms │  1.06x slower │
│ QQuery 34 │         9.95 / 10.46 ±0.48 / 11.23 ms │        11.02 / 11.25 ±0.20 / 11.58 ms │  1.07x slower │
│ QQuery 35 │        73.69 / 74.20 ±0.46 / 74.96 ms │        82.45 / 84.31 ±1.41 / 86.70 ms │  1.14x slower │
│ QQuery 36 │           6.03 / 6.15 ±0.15 / 6.43 ms │           6.47 / 6.70 ±0.20 / 7.00 ms │  1.09x slower │
│ QQuery 37 │           6.93 / 7.00 ±0.05 / 7.07 ms │           7.66 / 7.84 ±0.09 / 7.89 ms │  1.12x slower │
│ QQuery 38 │        61.58 / 62.76 ±1.28 / 65.15 ms │        69.46 / 69.77 ±0.36 / 70.48 ms │  1.11x slower │
│ QQuery 39 │        90.24 / 92.09 ±3.12 / 98.33 ms │     103.87 / 105.50 ±2.05 / 109.50 ms │  1.15x slower │
│ QQuery 40 │        26.24 / 26.77 ±0.47 / 27.43 ms │        26.43 / 27.21 ±0.45 / 27.69 ms │     no change │
│ QQuery 41 │        12.11 / 12.34 ±0.27 / 12.71 ms │        12.42 / 12.54 ±0.09 / 12.68 ms │     no change │
│ QQuery 42 │        24.59 / 25.11 ±0.41 / 25.62 ms │        25.58 / 26.78 ±1.41 / 29.46 ms │  1.07x slower │
│ QQuery 43 │           5.86 / 5.94 ±0.07 / 6.07 ms │           5.88 / 6.05 ±0.11 / 6.17 ms │     no change │
│ QQuery 44 │          9.65 / 9.94 ±0.32 / 10.50 ms │        10.47 / 10.64 ±0.10 / 10.74 ms │  1.07x slower │
│ QQuery 45 │        37.72 / 42.51 ±3.74 / 47.48 ms │        47.53 / 48.72 ±0.75 / 49.75 ms │  1.15x slower │
│ QQuery 46 │        12.64 / 13.63 ±0.83 / 15.03 ms │        12.91 / 13.09 ±0.10 / 13.19 ms │     no change │
│ QQuery 47 │    226.43 / 262.26 ±21.09 / 283.89 ms │     280.53 / 283.85 ±3.21 / 288.30 ms │  1.08x slower │
│ QQuery 48 │        95.19 / 96.34 ±0.77 / 97.54 ms │     101.08 / 102.01 ±0.60 / 102.79 ms │  1.06x slower │
│ QQuery 49 │        74.41 / 76.82 ±4.00 / 84.80 ms │        75.79 / 77.90 ±2.27 / 82.27 ms │     no change │
│ QQuery 50 │        59.09 / 59.89 ±0.52 / 60.41 ms │        62.32 / 63.81 ±2.18 / 68.12 ms │  1.07x slower │
│ QQuery 51 │       92.17 / 95.93 ±3.25 / 101.17 ms │        90.97 / 93.77 ±2.47 / 98.29 ms │     no change │
│ QQuery 52 │        24.32 / 24.69 ±0.42 / 25.46 ms │        24.01 / 26.15 ±3.04 / 32.18 ms │  1.06x slower │
│ QQuery 53 │        29.16 / 29.54 ±0.20 / 29.69 ms │        28.93 / 29.24 ±0.24 / 29.61 ms │     no change │
│ QQuery 54 │        54.43 / 54.69 ±0.19 / 54.91 ms │        54.01 / 54.35 ±0.34 / 54.92 ms │     no change │
│ QQuery 55 │        23.00 / 23.19 ±0.21 / 23.59 ms │        22.92 / 23.49 ±0.45 / 24.15 ms │     no change │
│ QQuery 56 │        38.34 / 39.04 ±0.59 / 40.09 ms │        39.44 / 40.32 ±0.56 / 41.16 ms │     no change │
│ QQuery 57 │     175.75 / 178.62 ±4.66 / 187.89 ms │     176.04 / 180.47 ±3.95 / 187.06 ms │     no change │
│ QQuery 58 │     110.85 / 113.25 ±2.62 / 118.34 ms │     111.70 / 113.52 ±1.74 / 116.77 ms │     no change │
│ QQuery 59 │     117.35 / 119.20 ±2.44 / 123.99 ms │     120.66 / 121.70 ±1.17 / 123.86 ms │     no change │
│ QQuery 60 │        39.48 / 40.06 ±0.68 / 41.37 ms │        40.91 / 41.13 ±0.12 / 41.25 ms │     no change │
│ QQuery 61 │        12.37 / 12.76 ±0.57 / 13.87 ms │        13.18 / 13.27 ±0.09 / 13.44 ms │     no change │
│ QQuery 62 │        46.03 / 46.26 ±0.14 / 46.46 ms │        46.41 / 47.60 ±1.35 / 50.15 ms │     no change │
│ QQuery 63 │        29.36 / 29.82 ±0.36 / 30.44 ms │        28.84 / 29.52 ±0.46 / 30.15 ms │     no change │
│ QQuery 64 │     364.77 / 369.50 ±3.83 / 374.07 ms │     366.42 / 370.15 ±2.11 / 372.89 ms │     no change │
│ QQuery 65 │     120.58 / 124.34 ±3.31 / 130.49 ms │     124.53 / 126.15 ±1.27 / 128.22 ms │     no change │
│ QQuery 66 │        80.40 / 81.08 ±0.46 / 81.84 ms │        81.54 / 84.18 ±3.14 / 89.94 ms │     no change │
│ QQuery 67 │     269.42 / 279.06 ±6.12 / 286.42 ms │     270.79 / 279.93 ±6.50 / 288.32 ms │     no change │
│ QQuery 68 │        12.57 / 12.84 ±0.19 / 13.10 ms │        11.83 / 12.02 ±0.22 / 12.44 ms │ +1.07x faster │
│ QQuery 69 │        58.07 / 60.40 ±3.27 / 66.69 ms │        59.29 / 59.84 ±0.89 / 61.60 ms │     no change │
│ QQuery 70 │     106.19 / 108.41 ±1.79 / 110.88 ms │     104.73 / 109.32 ±4.06 / 115.05 ms │     no change │
│ QQuery 71 │        35.54 / 35.78 ±0.19 / 36.01 ms │        35.16 / 35.61 ±0.31 / 35.92 ms │     no change │
│ QQuery 72 │ 1860.30 / 1898.12 ±32.28 / 1955.99 ms │ 1639.37 / 1787.59 ±96.81 / 1889.78 ms │ +1.06x faster │
│ QQuery 73 │         9.93 / 10.53 ±0.37 / 11.04 ms │         9.55 / 10.18 ±0.78 / 11.67 ms │     no change │
│ QQuery 74 │     169.66 / 172.00 ±1.99 / 175.59 ms │    167.85 / 178.73 ±14.43 / 206.56 ms │     no change │
│ QQuery 75 │     145.45 / 147.61 ±2.49 / 152.33 ms │     155.29 / 157.89 ±2.04 / 160.52 ms │  1.07x slower │
│ QQuery 76 │        34.60 / 35.19 ±0.41 / 35.65 ms │        35.54 / 37.19 ±1.07 / 38.36 ms │  1.06x slower │
│ QQuery 77 │        61.02 / 61.48 ±0.65 / 62.75 ms │        60.96 / 64.28 ±2.83 / 69.20 ms │     no change │
│ QQuery 78 │     212.49 / 218.63 ±4.31 / 223.74 ms │     215.92 / 222.86 ±8.20 / 238.70 ms │     no change │
│ QQuery 79 │        66.15 / 68.66 ±3.81 / 76.22 ms │        66.10 / 67.04 ±0.88 / 68.66 ms │     no change │
│ QQuery 80 │       98.21 / 99.50 ±1.05 / 101.29 ms │      97.56 / 100.07 ±2.31 / 103.83 ms │     no change │
│ QQuery 81 │        25.54 / 25.79 ±0.13 / 25.92 ms │        26.23 / 26.40 ±0.23 / 26.87 ms │     no change │
│ QQuery 82 │        16.25 / 16.88 ±0.98 / 18.81 ms │        16.26 / 16.56 ±0.24 / 16.86 ms │     no change │
│ QQuery 83 │        33.47 / 33.64 ±0.11 / 33.79 ms │        33.53 / 33.82 ±0.19 / 34.11 ms │     no change │
│ QQuery 84 │        28.95 / 31.41 ±3.28 / 37.74 ms │        28.96 / 29.86 ±0.66 / 30.82 ms │     no change │
│ QQuery 85 │     106.62 / 109.96 ±3.08 / 115.66 ms │     102.62 / 104.79 ±2.14 / 108.51 ms │     no change │
│ QQuery 86 │        27.43 / 27.85 ±0.32 / 28.40 ms │        25.14 / 25.45 ±0.35 / 26.12 ms │ +1.09x faster │
│ QQuery 87 │        62.86 / 68.92 ±3.17 / 71.44 ms │        62.57 / 63.51 ±1.09 / 65.53 ms │ +1.09x faster │
│ QQuery 88 │        64.09 / 64.55 ±0.30 / 64.99 ms │        63.75 / 64.23 ±0.38 / 64.89 ms │     no change │
│ QQuery 89 │        35.46 / 36.62 ±0.71 / 37.43 ms │        35.04 / 36.59 ±2.04 / 40.64 ms │     no change │
│ QQuery 90 │        18.18 / 18.40 ±0.21 / 18.77 ms │        16.88 / 17.13 ±0.23 / 17.57 ms │ +1.07x faster │
│ QQuery 91 │        45.46 / 46.37 ±0.95 / 48.02 ms │        44.85 / 45.06 ±0.23 / 45.42 ms │     no change │
│ QQuery 92 │        28.69 / 31.82 ±4.79 / 41.34 ms │        29.46 / 30.06 ±0.60 / 31.11 ms │ +1.06x faster │
│ QQuery 93 │        49.76 / 51.27 ±1.21 / 53.09 ms │        48.99 / 50.10 ±1.07 / 51.93 ms │     no change │
│ QQuery 94 │        37.72 / 38.24 ±0.47 / 38.90 ms │        37.66 / 38.12 ±0.31 / 38.64 ms │     no change │
│ QQuery 95 │        80.46 / 82.81 ±1.77 / 85.42 ms │        78.31 / 79.15 ±0.74 / 80.16 ms │     no change │
│ QQuery 96 │        24.53 / 26.71 ±3.45 / 33.60 ms │        23.84 / 24.00 ±0.18 / 24.34 ms │ +1.11x faster │
│ QQuery 97 │        52.64 / 54.84 ±2.51 / 59.69 ms │        52.25 / 53.40 ±1.89 / 57.15 ms │     no change │
│ QQuery 98 │        42.37 / 43.04 ±0.60 / 44.09 ms │        42.68 / 43.35 ±0.46 / 43.98 ms │     no change │
│ QQuery 99 │        69.57 / 70.17 ±0.47 / 70.98 ms │        69.14 / 70.20 ±1.19 / 72.48 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Benchmark Summary                         ┃           ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ Total Time (HEAD)                         │ 9758.51ms │
│ Total Time (perf_left-semi-incremental)   │ 9609.62ms │
│ Average Time (HEAD)                       │   98.57ms │
│ Average Time (perf_left-semi-incremental) │   97.07ms │
│ Queries Faster                            │        18 │
│ Queries Slower                            │        20 │
│ Queries with No Change                    │        61 │
│ Queries with Failure                      │         0 │
└───────────────────────────────────────────┴───────────┘

Resource Usage

tpcds — base (merge-base)

Metric Value
Wall time 50.0s
Peak memory 2.1 GiB
Avg memory 1.4 GiB
CPU user 213.9s
CPU sys 5.8s
Peak spill 0 B

tpcds — branch

Metric Value
Wall time 50.0s
Peak memory 2.3 GiB
Avg memory 1.6 GiB
CPU user 201.3s
CPU sys 5.7s
Peak spill 0 B

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physical-plan Changes to the physical-plan crate sqllogictest SQL Logic Tests (.slt)

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