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fix: Estimate string equality and LIKE filter selectivity - #25835

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limadog9 wants to merge 7 commits into
apache:mainfrom
limadog9:fix/string-predicate-selectivity
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limadog9 wants to merge 7 commits into
apache:mainfrom
limadog9:fix/string-predicate-selectivity

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@limadog9

@limadog9 limadog9 commented Sep 28, 2026 •

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Which issue does this PR close?

Closes #25614.

Rationale for this change

String equality, LIKE, and NOT LIKE currently receive the same fallback estimate. For a column with 1,000 rows, 200 NULLs, and 20 distinct non-null values, equality should estimate 40 matching rows and inequality 760, instead of estimating 200 for both.

What changes are included in this PR?

  • Estimate direct string equality/inequality using the distinct count when available, under the existing uniform-distribution assumption.
  • Classify LIKE patterns as literal, all-percent, or wildcard patterns. Wildcard estimates use the configured fallback, halved for each anchored end. Recognize escaped wildcards and Arrow's literal trailing-backslash behavior.
  • Complement negated estimates over non-null rows and propagate zero null counts for LIKE operands. Literal ILIKE retains a heuristic because case folding can merge distinct values.
  • Retain existing estimates for compound or otherwise unsupported expressions.
  • Remove an unnecessary semicolon in the Windows rounding implementation so the required Clippy check can run without that pre-existing warning.

What is the testing strategy for this PR?

Public SQL planning tests in datafusion/core/tests/custom_sources_cases/statistics.rs inject known statistics through the existing table-provider fixture. They cover Utf8, LargeUtf8, Utf8View, equality/inequality, pattern forms, escaped characters, ILIKE, unknown distinct counts, and configured fallback selectivity. Direct physical-plan tests cover patterns eliminated by SQL simplification, NULL/empty inputs, and column-valued patterns.

Validation:

  • 51 filter tests passed, including the unsupported-literal fallback.
  • 3 new public SQL regression tests passed.
  • cargo fmt --all passed.
  • Targeted physical-plan Clippy passed with warnings denied.
  • Ablation passed: all 3 new SQL tests fail with the original main filter implementation, with the expected row-count assertion failures.
  • TOML/Markdown formatting, license headers, typos, workflow checks, and ASF YAML checks passed.

Are there any user-facing changes?

String filter row estimates change. No public API changes. Wildcard estimates remain heuristics in the absence of string histograms.

@github-actions github-actions Bot added core Core DataFusion crate common Related to common crate physical-plan Changes to the physical-plan crate labels Sep 28, 2026
@limadog9

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@kumarUjjawal Hi! First-time contributor here — this touches FilterExec statistics/selectivity. It looks like the Actions runs are waiting for approval. Would you mind kicking CI / taking a look when you get a chance? Happy to address any feedback. Thanks!

@codecov-commenter

codecov-commenter commented Sep 29, 2026 •

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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 82.60%. Comparing base (de9d1f9) to head (39d328d).
⚠️ Report is 2 commits behind head on main.

Additional details and impacted files
@@           Coverage Diff            @@
##             main   #25835    +/-   ##
========================================
  Coverage   82.60%   82.60%            
========================================
  Files        1144     1144            
  Lines      441971   442197   +226     
  Branches   441971   442197   +226     
========================================
+ Hits       365081   365297   +216     
- Misses      54807    54816     +9     
- Partials    22083    22084     +1     

☔ View full report in Codecov by Harness.
📢 Have feedback on the report? Share it here.

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@kumarUjjawal

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run benchmark tpcds tpch sql_planner compute_statistics

@kumarUjjawal

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run benchmark imdb

@adriangbot

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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5905573500-2949-tqcn5 6.12.94+ #1 SMP Wed Aug 19 07:47:20 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 fix/string-predicate-selectivity (340fcd5) to b9c8b3d (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-c5905573500-2948-5bmdw 6.12.94+ #1 SMP Wed Aug 19 07:47:20 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 fix/string-predicate-selectivity (340fcd5) to b9c8b3d (merge-base) diff

Run configuration
run benchmark tpcds

Results will be posted here when complete


File an issue against this benchmark runner

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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5905573500-2950-kc4f8 6.12.94+ #1 SMP Wed Aug 19 07:47:20 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 fix/string-predicate-selectivity (340fcd5) to b9c8b3d (merge-base) diff

Run configuration
run benchmark sql_planner

Results will be posted here when complete


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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5905573500-2951-n2krz 6.12.94+ #1 SMP Wed Aug 19 07:47:20 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 fix/string-predicate-selectivity (340fcd5) to b9c8b3d (merge-base) diff

Run configuration
run benchmark compute_statistics

Results will be posted here when complete


File an issue against this benchmark runner

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🤖 Benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c5905575918-2952-bnjrb 6.12.94+ #1 SMP Wed Aug 19 07:47:20 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 fix/string-predicate-selectivity (340fcd5) to b9c8b3d (merge-base) diff

Run configuration
run benchmark imdb

Results will be posted here when complete


File an issue against this benchmark runner

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🤖 Benchmark completed (GKE) | trigger

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

Comparing fix/string-predicate-selectivity (340fcd5) to b9c8b3d (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 fix_string-predicate-selectivity
--------------------
Benchmark tpch_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Query     ┃     HEAD ┃ fix_string-predicate-selectivity ┃    Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ QQuery 1  │ 40.97 ms │                         40.78 ms │ no change │
│ QQuery 2  │ 18.84 ms │                         18.73 ms │ no change │
│ QQuery 3  │ 28.61 ms │                         28.46 ms │ no change │
│ QQuery 4  │ 17.65 ms │                         17.58 ms │ no change │
│ QQuery 5  │ 35.43 ms │                         35.10 ms │ no change │
│ QQuery 6  │ 16.39 ms │                         16.32 ms │ no change │
│ QQuery 7  │ 40.87 ms │                         41.00 ms │ no change │
│ QQuery 8  │ 40.50 ms │                         40.29 ms │ no change │
│ QQuery 9  │ 48.20 ms │                         48.68 ms │ no change │
│ QQuery 10 │ 40.22 ms │                         40.54 ms │ no change │
│ QQuery 11 │ 13.63 ms │                         13.47 ms │ no change │
│ QQuery 12 │ 21.22 ms │                         21.06 ms │ no change │
│ QQuery 13 │ 39.58 ms │                         39.92 ms │ no change │
│ QQuery 14 │ 24.65 ms │                         24.46 ms │ no change │
│ QQuery 15 │ 31.10 ms │                         31.05 ms │ no change │
│ QQuery 16 │ 14.29 ms │                         14.02 ms │ no change │
│ QQuery 17 │ 73.18 ms │                         73.34 ms │ no change │
│ QQuery 18 │ 61.14 ms │                         63.13 ms │ no change │
│ QQuery 19 │ 31.94 ms │                         31.89 ms │ no change │
│ QQuery 20 │ 31.87 ms │                         31.60 ms │ no change │
│ QQuery 21 │ 54.75 ms │                         55.62 ms │ no change │
│ QQuery 22 │ 14.01 ms │                         14.29 ms │ no change │
└───────────┴──────────┴──────────────────────────────────┴───────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
┃ Benchmark Summary                               ┃          ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
│ Total Time (HEAD)                               │ 739.04ms │
│ Total Time (fix_string-predicate-selectivity)   │ 741.33ms │
│ Average Time (HEAD)                             │  33.59ms │
│ Average Time (fix_string-predicate-selectivity) │  33.70ms │
│ 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 fix_string-predicate-selectivity
--------------------
Benchmark tpch_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Query     ┃                           HEAD ┃ fix_string-predicate-selectivity ┃    Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ QQuery 1  │ 40.97 / 41.76 ±1.11 / 43.95 ms │   40.78 / 42.76 ±1.86 / 45.93 ms │ no change │
│ QQuery 2  │ 18.84 / 19.20 ±0.39 / 19.94 ms │   18.73 / 19.65 ±0.67 / 20.75 ms │ no change │
│ QQuery 3  │ 28.61 / 28.90 ±0.22 / 29.19 ms │   28.46 / 28.87 ±0.27 / 29.21 ms │ no change │
│ QQuery 4  │ 17.65 / 18.12 ±0.48 / 18.98 ms │   17.58 / 17.68 ±0.07 / 17.76 ms │ no change │
│ QQuery 5  │ 35.43 / 36.49 ±0.94 / 37.92 ms │   35.10 / 35.81 ±0.44 / 36.44 ms │ no change │
│ QQuery 6  │ 16.39 / 16.68 ±0.28 / 17.20 ms │   16.32 / 16.46 ±0.09 / 16.59 ms │ no change │
│ QQuery 7  │ 40.87 / 42.91 ±1.38 / 44.83 ms │   41.00 / 41.53 ±0.52 / 42.47 ms │ no change │
│ QQuery 8  │ 40.50 / 41.17 ±0.51 / 41.74 ms │   40.29 / 40.86 ±0.34 / 41.36 ms │ no change │
│ QQuery 9  │ 48.20 / 49.75 ±0.98 / 50.73 ms │   48.68 / 50.87 ±1.28 / 52.67 ms │ no change │
│ QQuery 10 │ 40.22 / 40.83 ±0.53 / 41.81 ms │   40.54 / 40.69 ±0.08 / 40.75 ms │ no change │
│ QQuery 11 │ 13.63 / 14.09 ±0.50 / 15.05 ms │   13.47 / 14.11 ±0.54 / 14.78 ms │ no change │
│ QQuery 12 │ 21.22 / 21.35 ±0.11 / 21.53 ms │   21.06 / 21.35 ±0.27 / 21.79 ms │ no change │
│ QQuery 13 │ 39.58 / 40.44 ±0.48 / 41.02 ms │   39.92 / 41.13 ±1.55 / 44.18 ms │ no change │
│ QQuery 14 │ 24.65 / 24.78 ±0.09 / 24.90 ms │   24.46 / 24.58 ±0.09 / 24.70 ms │ no change │
│ QQuery 15 │ 31.10 / 31.38 ±0.20 / 31.72 ms │   31.05 / 31.96 ±0.80 / 32.91 ms │ no change │
│ QQuery 16 │ 14.29 / 14.47 ±0.15 / 14.66 ms │   14.02 / 14.32 ±0.18 / 14.56 ms │ no change │
│ QQuery 17 │ 73.18 / 75.89 ±4.10 / 84.06 ms │   73.34 / 74.64 ±1.07 / 76.36 ms │ no change │
│ QQuery 18 │ 61.14 / 62.99 ±2.38 / 67.62 ms │   63.13 / 64.17 ±1.13 / 66.15 ms │ no change │
│ QQuery 19 │ 31.94 / 32.38 ±0.29 / 32.77 ms │   31.89 / 32.79 ±0.67 / 33.89 ms │ no change │
│ QQuery 20 │ 31.87 / 32.33 ±0.37 / 32.96 ms │   31.60 / 32.38 ±0.48 / 33.02 ms │ no change │
│ QQuery 21 │ 54.75 / 55.89 ±1.10 / 57.93 ms │   55.62 / 56.39 ±0.98 / 58.31 ms │ no change │
│ QQuery 22 │ 14.01 / 14.40 ±0.51 / 15.41 ms │   14.29 / 14.38 ±0.05 / 14.45 ms │ no change │
└───────────┴────────────────────────────────┴──────────────────────────────────┴───────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
┃ Benchmark Summary                               ┃          ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
│ Total Time (HEAD)                               │ 756.20ms │
│ Total Time (fix_string-predicate-selectivity)   │ 757.39ms │
│ Average Time (HEAD)                             │  34.37ms │
│ Average Time (fix_string-predicate-selectivity) │  34.43ms │
│ Queries Faster                                  │        0 │
│ Queries Slower                                  │        0 │
│ Queries with No Change                          │       22 │
│ Queries with Failure                            │        0 │
└─────────────────────────────────────────────────┴──────────┘

Resource Usage

tpch — base (merge-base)

Metric Value
Wall time 5.0s
Peak memory 1.2 GiB
Avg memory 494.3 MiB
CPU user 21.2s
CPU sys 1.7s
Peak spill 0 B

tpch — branch

Metric Value
Wall time 5.0s
Peak memory 1.3 GiB
Avg memory 517.3 MiB
CPU user 21.2s
CPU sys 1.7s
Peak spill 0 B

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🤖 Benchmark completed (GKE) | trigger

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

Comparing fix/string-predicate-selectivity (340fcd5) to b9c8b3d (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 fix_string-predicate-selectivity
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃       HEAD ┃ fix_string-predicate-selectivity ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │    5.38 ms │                          5.47 ms │     no change │
│ QQuery 2  │   80.25 ms │                         80.62 ms │     no change │
│ QQuery 3  │   28.26 ms │                         28.62 ms │     no change │
│ QQuery 4  │  424.07 ms │                        425.29 ms │     no change │
│ QQuery 5  │   50.11 ms │                         50.12 ms │     no change │
│ QQuery 6  │   34.86 ms │                         34.91 ms │     no change │
│ QQuery 7  │   74.47 ms │                         73.31 ms │     no change │
│ QQuery 8  │   35.44 ms │                         35.60 ms │     no change │
│ QQuery 9  │   52.57 ms │                         49.78 ms │ +1.06x faster │
│ QQuery 10 │   62.61 ms │                         61.48 ms │     no change │
│ QQuery 11 │  256.64 ms │                        257.57 ms │     no change │
│ QQuery 12 │   27.91 ms │                         27.59 ms │     no change │
│ QQuery 13 │  116.27 ms │                        115.43 ms │     no change │
│ QQuery 14 │  389.82 ms │                        390.72 ms │     no change │
│ QQuery 15 │   52.45 ms │                         52.70 ms │     no change │
│ QQuery 16 │    6.44 ms │                          6.41 ms │     no change │
│ QQuery 17 │   76.75 ms │                         76.73 ms │     no change │
│ QQuery 18 │  102.05 ms │                        102.81 ms │     no change │
│ QQuery 19 │   41.15 ms │                         40.77 ms │     no change │
│ QQuery 20 │   34.58 ms │                         34.67 ms │     no change │
│ QQuery 21 │   16.37 ms │                         16.46 ms │     no change │
│ QQuery 22 │   62.73 ms │                         62.83 ms │     no change │
│ QQuery 23 │  303.63 ms │                        304.90 ms │     no change │
│ QQuery 24 │  187.12 ms │                        188.02 ms │     no change │
│ QQuery 25 │  106.28 ms │                        105.37 ms │     no change │
│ QQuery 26 │   47.58 ms │                         46.79 ms │     no change │
│ QQuery 27 │    5.74 ms │                          5.96 ms │     no change │
│ QQuery 28 │   60.37 ms │                         55.31 ms │ +1.09x faster │
│ QQuery 29 │   93.22 ms │                         93.67 ms │     no change │
│ QQuery 30 │   32.33 ms │                         32.11 ms │     no change │
│ QQuery 31 │  106.88 ms │                        107.83 ms │     no change │
│ QQuery 32 │   19.70 ms │                         19.95 ms │     no change │
│ QQuery 33 │   36.51 ms │                         36.77 ms │     no change │
│ QQuery 34 │    9.82 ms │                          9.93 ms │     no change │
│ QQuery 35 │   70.93 ms │                         70.68 ms │     no change │
│ QQuery 36 │    5.64 ms │                          5.61 ms │     no change │
│ QQuery 37 │    6.74 ms │                          6.67 ms │     no change │
│ QQuery 38 │   60.45 ms │                         61.18 ms │     no change │
│ QQuery 39 │   72.20 ms │                         72.86 ms │     no change │
│ QQuery 40 │   22.12 ms │                         22.79 ms │     no change │
│ QQuery 41 │   10.88 ms │                         10.95 ms │     no change │
│ QQuery 42 │   23.19 ms │                         23.26 ms │     no change │
│ QQuery 43 │    4.67 ms │                          4.77 ms │     no change │
│ QQuery 44 │    8.36 ms │                          8.71 ms │     no change │
│ QQuery 45 │   35.10 ms │                         35.39 ms │     no change │
│ QQuery 46 │   11.68 ms │                         11.46 ms │     no change │
│ QQuery 47 │  214.91 ms │                        215.79 ms │     no change │
│ QQuery 48 │   94.13 ms │                         93.43 ms │     no change │
│ QQuery 49 │   69.75 ms │                         70.05 ms │     no change │
│ QQuery 50 │   57.48 ms │                         57.88 ms │     no change │
│ QQuery 51 │   90.01 ms │                         91.70 ms │     no change │
│ QQuery 52 │   23.48 ms │                         23.41 ms │     no change │
│ QQuery 53 │   28.52 ms │                         28.49 ms │     no change │
│ QQuery 54 │   53.28 ms │                         53.06 ms │     no change │
│ QQuery 55 │   23.03 ms │                         23.11 ms │     no change │
│ QQuery 56 │   37.94 ms │                         38.13 ms │     no change │
│ QQuery 57 │  164.86 ms │                        164.55 ms │     no change │
│ QQuery 58 │  106.53 ms │                        106.02 ms │     no change │
│ QQuery 59 │  113.99 ms │                        114.08 ms │     no change │
│ QQuery 60 │   38.32 ms │                         38.31 ms │     no change │
│ QQuery 61 │   11.26 ms │                         11.60 ms │     no change │
│ QQuery 62 │   42.82 ms │                         43.46 ms │     no change │
│ QQuery 63 │   28.49 ms │                         28.18 ms │     no change │
│ QQuery 64 │  353.36 ms │                        353.43 ms │     no change │
│ QQuery 65 │  130.29 ms │                        132.20 ms │     no change │
│ QQuery 66 │   75.51 ms │                         75.83 ms │     no change │
│ QQuery 67 │  238.07 ms │                        237.10 ms │     no change │
│ QQuery 68 │   11.51 ms │                         11.54 ms │     no change │
│ QQuery 69 │   56.07 ms │                         55.43 ms │     no change │
│ QQuery 70 │  101.61 ms │                        102.09 ms │     no change │
│ QQuery 71 │   34.70 ms │                         34.68 ms │     no change │
│ QQuery 72 │ 1705.12 ms │                       1700.93 ms │     no change │
│ QQuery 73 │    9.59 ms │                          9.81 ms │     no change │
│ QQuery 74 │  150.26 ms │                        154.34 ms │     no change │
│ QQuery 75 │  139.73 ms │                        139.38 ms │     no change │
│ QQuery 76 │   33.32 ms │                         33.74 ms │     no change │
│ QQuery 77 │   59.65 ms │                         60.52 ms │     no change │
│ QQuery 78 │  157.24 ms │                        160.29 ms │     no change │
│ QQuery 79 │   65.18 ms │                         65.74 ms │     no change │
│ QQuery 80 │   92.85 ms │                         94.21 ms │     no change │
│ QQuery 81 │   25.11 ms │                         25.38 ms │     no change │
│ QQuery 82 │   16.02 ms │                         16.10 ms │     no change │
│ QQuery 83 │   32.81 ms │                         32.60 ms │     no change │
│ QQuery 84 │   29.00 ms │                         29.08 ms │     no change │
│ QQuery 85 │  101.19 ms │                        100.46 ms │     no change │
│ QQuery 86 │   24.77 ms │                         24.53 ms │     no change │
│ QQuery 87 │   60.69 ms │                         60.15 ms │     no change │
│ QQuery 88 │   59.55 ms │                         60.80 ms │     no change │
│ QQuery 89 │   34.13 ms │                         34.54 ms │     no change │
│ QQuery 90 │   16.24 ms │                         16.18 ms │     no change │
│ QQuery 91 │   43.96 ms │                         43.67 ms │     no change │
│ QQuery 92 │   28.16 ms │                         28.59 ms │     no change │
│ QQuery 93 │   47.96 ms │                         48.07 ms │     no change │
│ QQuery 94 │   37.50 ms │                         37.73 ms │     no change │
│ QQuery 95 │   78.52 ms │                         78.39 ms │     no change │
│ QQuery 96 │   23.27 ms │                         23.30 ms │     no change │
│ QQuery 97 │   49.99 ms │                         50.62 ms │     no change │
│ QQuery 98 │   41.50 ms │                         42.88 ms │     no change │
│ QQuery 99 │   64.76 ms │                         64.44 ms │     no change │
└───────────┴────────────┴──────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Benchmark Summary                               ┃           ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ Total Time (HEAD)                               │ 8800.31ms │
│ Total Time (fix_string-predicate-selectivity)   │ 8810.82ms │
│ Average Time (HEAD)                             │   88.89ms │
│ Average Time (fix_string-predicate-selectivity) │   89.00ms │
│ Queries Faster                                  │         2 │
│ Queries Slower                                  │         0 │
│ Queries with No Change                          │        97 │
│ Queries with Failure                            │         0 │
└─────────────────────────────────────────────────┴───────────┘

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

Comparing HEAD and fix_string-predicate-selectivity
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃      fix_string-predicate-selectivity ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │           5.38 / 6.00 ±1.02 / 8.02 ms │           5.47 / 6.06 ±1.01 / 8.09 ms │     no change │
│ QQuery 2  │        80.25 / 80.44 ±0.14 / 80.69 ms │        80.62 / 80.78 ±0.12 / 80.96 ms │     no change │
│ QQuery 3  │        28.26 / 28.78 ±0.41 / 29.34 ms │        28.62 / 28.89 ±0.18 / 29.14 ms │     no change │
│ QQuery 4  │     424.07 / 426.63 ±2.17 / 429.60 ms │     425.29 / 431.03 ±3.50 / 435.76 ms │     no change │
│ QQuery 5  │        50.11 / 50.50 ±0.41 / 51.29 ms │        50.12 / 50.63 ±0.46 / 51.45 ms │     no change │
│ QQuery 6  │        34.86 / 37.74 ±3.23 / 43.94 ms │        34.91 / 35.58 ±0.46 / 36.15 ms │ +1.06x faster │
│ QQuery 7  │        74.47 / 75.33 ±0.74 / 76.36 ms │        73.31 / 74.67 ±1.18 / 76.83 ms │     no change │
│ QQuery 8  │        35.44 / 35.95 ±0.56 / 37.02 ms │        35.60 / 35.89 ±0.27 / 36.40 ms │     no change │
│ QQuery 9  │        52.57 / 55.21 ±2.37 / 58.47 ms │        49.78 / 52.08 ±1.47 / 53.84 ms │ +1.06x faster │
│ QQuery 10 │        62.61 / 63.68 ±1.08 / 65.57 ms │        61.48 / 62.80 ±1.94 / 66.64 ms │     no change │
│ QQuery 11 │     256.64 / 262.61 ±6.15 / 274.13 ms │     257.57 / 261.47 ±3.58 / 267.82 ms │     no change │
│ QQuery 12 │        27.91 / 28.27 ±0.28 / 28.73 ms │        27.59 / 27.96 ±0.31 / 28.45 ms │     no change │
│ QQuery 13 │     116.27 / 118.36 ±2.59 / 123.43 ms │     115.43 / 116.40 ±1.36 / 119.08 ms │     no change │
│ QQuery 14 │     389.82 / 394.07 ±2.19 / 396.07 ms │     390.72 / 393.49 ±2.05 / 396.86 ms │     no change │
│ QQuery 15 │        52.45 / 53.58 ±1.05 / 55.02 ms │        52.70 / 54.08 ±1.69 / 57.42 ms │     no change │
│ QQuery 16 │           6.44 / 6.56 ±0.14 / 6.83 ms │           6.41 / 6.54 ±0.20 / 6.93 ms │     no change │
│ QQuery 17 │        76.75 / 77.66 ±0.78 / 78.64 ms │        76.73 / 77.12 ±0.28 / 77.56 ms │     no change │
│ QQuery 18 │     102.05 / 104.66 ±3.15 / 110.80 ms │     102.81 / 104.33 ±1.55 / 106.75 ms │     no change │
│ QQuery 19 │        41.15 / 41.36 ±0.17 / 41.65 ms │        40.77 / 41.21 ±0.36 / 41.79 ms │     no change │
│ QQuery 20 │        34.58 / 35.07 ±0.27 / 35.33 ms │        34.67 / 35.07 ±0.46 / 35.96 ms │     no change │
│ QQuery 21 │        16.37 / 16.73 ±0.29 / 17.16 ms │        16.46 / 16.69 ±0.28 / 17.22 ms │     no change │
│ QQuery 22 │        62.73 / 63.48 ±0.85 / 65.11 ms │        62.83 / 63.44 ±0.53 / 64.37 ms │     no change │
│ QQuery 23 │     303.63 / 305.65 ±2.56 / 310.72 ms │     304.90 / 308.38 ±2.93 / 312.53 ms │     no change │
│ QQuery 24 │     187.12 / 192.62 ±5.69 / 203.60 ms │     188.02 / 190.09 ±2.18 / 194.18 ms │     no change │
│ QQuery 25 │     106.28 / 107.83 ±1.13 / 109.54 ms │     105.37 / 106.83 ±1.59 / 109.76 ms │     no change │
│ QQuery 26 │        47.58 / 49.34 ±2.17 / 53.61 ms │        46.79 / 48.62 ±2.38 / 53.30 ms │     no change │
│ QQuery 27 │           5.74 / 5.97 ±0.16 / 6.17 ms │           5.96 / 6.10 ±0.16 / 6.40 ms │     no change │
│ QQuery 28 │        60.37 / 60.84 ±0.45 / 61.42 ms │        55.31 / 59.54 ±2.17 / 61.41 ms │     no change │
│ QQuery 29 │        93.22 / 94.99 ±1.96 / 98.75 ms │        93.67 / 94.36 ±0.55 / 95.13 ms │     no change │
│ QQuery 30 │        32.33 / 33.70 ±2.37 / 38.42 ms │        32.11 / 33.87 ±2.47 / 38.74 ms │     no change │
│ QQuery 31 │     106.88 / 107.73 ±0.57 / 108.52 ms │     107.83 / 109.04 ±0.82 / 110.21 ms │     no change │
│ QQuery 32 │        19.70 / 20.11 ±0.38 / 20.79 ms │        19.95 / 20.23 ±0.16 / 20.43 ms │     no change │
│ QQuery 33 │        36.51 / 36.76 ±0.20 / 37.04 ms │        36.77 / 37.37 ±0.34 / 37.65 ms │     no change │
│ QQuery 34 │         9.82 / 10.09 ±0.23 / 10.45 ms │         9.93 / 10.10 ±0.15 / 10.30 ms │     no change │
│ QQuery 35 │        70.93 / 72.75 ±0.94 / 73.47 ms │        70.68 / 72.84 ±2.74 / 78.20 ms │     no change │
│ QQuery 36 │           5.64 / 5.79 ±0.23 / 6.26 ms │           5.61 / 5.76 ±0.23 / 6.22 ms │     no change │
│ QQuery 37 │           6.74 / 6.81 ±0.09 / 6.97 ms │           6.67 / 6.76 ±0.07 / 6.86 ms │     no change │
│ QQuery 38 │        60.45 / 61.32 ±0.82 / 62.83 ms │        61.18 / 61.75 ±0.36 / 62.14 ms │     no change │
│ QQuery 39 │        72.20 / 72.67 ±0.45 / 73.39 ms │        72.86 / 74.20 ±2.15 / 78.47 ms │     no change │
│ QQuery 40 │        22.12 / 24.20 ±2.46 / 29.01 ms │        22.79 / 23.14 ±0.53 / 24.16 ms │     no change │
│ QQuery 41 │        10.88 / 10.99 ±0.10 / 11.16 ms │        10.95 / 11.18 ±0.28 / 11.72 ms │     no change │
│ QQuery 42 │        23.19 / 23.64 ±0.33 / 24.20 ms │        23.26 / 23.81 ±0.59 / 24.94 ms │     no change │
│ QQuery 43 │           4.67 / 4.74 ±0.10 / 4.93 ms │           4.77 / 4.88 ±0.16 / 5.19 ms │     no change │
│ QQuery 44 │           8.36 / 8.55 ±0.14 / 8.76 ms │           8.71 / 8.79 ±0.09 / 8.94 ms │     no change │
│ QQuery 45 │        35.10 / 36.17 ±0.96 / 37.91 ms │        35.39 / 36.41 ±1.65 / 39.69 ms │     no change │
│ QQuery 46 │        11.68 / 11.99 ±0.25 / 12.32 ms │        11.46 / 12.03 ±0.67 / 13.35 ms │     no change │
│ QQuery 47 │     214.91 / 217.26 ±2.02 / 220.32 ms │     215.79 / 219.97 ±4.05 / 225.71 ms │     no change │
│ QQuery 48 │        94.13 / 94.74 ±1.06 / 96.86 ms │        93.43 / 94.53 ±0.94 / 96.04 ms │     no change │
│ QQuery 49 │        69.75 / 70.11 ±0.45 / 71.00 ms │        70.05 / 70.90 ±0.99 / 72.72 ms │     no change │
│ QQuery 50 │        57.48 / 57.83 ±0.37 / 58.54 ms │        57.88 / 58.67 ±1.33 / 61.31 ms │     no change │
│ QQuery 51 │       90.01 / 94.01 ±3.79 / 101.14 ms │        91.70 / 93.52 ±1.82 / 96.89 ms │     no change │
│ QQuery 52 │        23.48 / 23.79 ±0.27 / 24.17 ms │        23.41 / 23.58 ±0.21 / 23.99 ms │     no change │
│ QQuery 53 │        28.52 / 29.13 ±0.65 / 30.07 ms │        28.49 / 28.78 ±0.28 / 29.30 ms │     no change │
│ QQuery 54 │        53.28 / 54.50 ±1.44 / 57.27 ms │        53.06 / 53.90 ±0.73 / 54.82 ms │     no change │
│ QQuery 55 │        23.03 / 23.65 ±0.49 / 24.30 ms │        23.11 / 23.37 ±0.20 / 23.72 ms │     no change │
│ QQuery 56 │        37.94 / 38.25 ±0.28 / 38.62 ms │        38.13 / 38.91 ±0.57 / 39.52 ms │     no change │
│ QQuery 57 │     164.86 / 166.19 ±1.03 / 167.85 ms │     164.55 / 165.96 ±0.75 / 166.80 ms │     no change │
│ QQuery 58 │     106.53 / 106.90 ±0.39 / 107.55 ms │     106.02 / 108.27 ±2.97 / 113.96 ms │     no change │
│ QQuery 59 │     113.99 / 115.81 ±1.69 / 118.96 ms │     114.08 / 116.28 ±2.41 / 120.96 ms │     no change │
│ QQuery 60 │        38.32 / 38.90 ±0.65 / 40.14 ms │        38.31 / 38.92 ±0.66 / 40.18 ms │     no change │
│ QQuery 61 │        11.26 / 11.45 ±0.20 / 11.84 ms │        11.60 / 11.72 ±0.23 / 12.19 ms │     no change │
│ QQuery 62 │        42.82 / 43.10 ±0.18 / 43.31 ms │        43.46 / 44.03 ±0.87 / 45.76 ms │     no change │
│ QQuery 63 │        28.49 / 29.68 ±1.25 / 31.94 ms │        28.18 / 28.66 ±0.39 / 29.33 ms │     no change │
│ QQuery 64 │     353.36 / 358.68 ±5.81 / 370.00 ms │     353.43 / 358.69 ±5.00 / 366.33 ms │     no change │
│ QQuery 65 │     130.29 / 131.70 ±1.76 / 135.08 ms │     132.20 / 133.18 ±1.11 / 134.97 ms │     no change │
│ QQuery 66 │        75.51 / 75.99 ±0.45 / 76.81 ms │        75.83 / 76.37 ±0.52 / 77.34 ms │     no change │
│ QQuery 67 │     238.07 / 242.40 ±3.03 / 246.46 ms │     237.10 / 240.96 ±4.43 / 249.43 ms │     no change │
│ QQuery 68 │        11.51 / 11.73 ±0.25 / 12.16 ms │        11.54 / 11.99 ±0.63 / 13.24 ms │     no change │
│ QQuery 69 │        56.07 / 56.29 ±0.23 / 56.73 ms │        55.43 / 57.52 ±3.77 / 65.04 ms │     no change │
│ QQuery 70 │     101.61 / 103.19 ±1.05 / 104.71 ms │     102.09 / 103.10 ±0.81 / 103.86 ms │     no change │
│ QQuery 71 │        34.70 / 34.86 ±0.16 / 35.14 ms │        34.68 / 35.05 ±0.26 / 35.40 ms │     no change │
│ QQuery 72 │ 1705.12 / 1784.42 ±66.53 / 1907.01 ms │ 1700.93 / 1794.45 ±58.78 / 1876.73 ms │     no change │
│ QQuery 73 │         9.59 / 10.07 ±0.54 / 11.04 ms │         9.81 / 10.10 ±0.32 / 10.70 ms │     no change │
│ QQuery 74 │     150.26 / 152.30 ±1.63 / 155.18 ms │     154.34 / 156.90 ±2.95 / 162.55 ms │     no change │
│ QQuery 75 │     139.73 / 141.80 ±2.87 / 147.10 ms │     139.38 / 143.22 ±4.79 / 152.57 ms │     no change │
│ QQuery 76 │        33.32 / 33.97 ±0.46 / 34.63 ms │        33.74 / 34.22 ±0.38 / 34.73 ms │     no change │
│ QQuery 77 │        59.65 / 60.94 ±1.86 / 64.62 ms │        60.52 / 61.53 ±1.00 / 63.17 ms │     no change │
│ QQuery 78 │     157.24 / 161.44 ±3.83 / 168.54 ms │     160.29 / 163.31 ±2.43 / 166.52 ms │     no change │
│ QQuery 79 │        65.18 / 66.57 ±1.28 / 68.83 ms │        65.74 / 66.35 ±0.40 / 66.88 ms │     no change │
│ QQuery 80 │        92.85 / 95.44 ±1.73 / 98.21 ms │        94.21 / 96.33 ±1.90 / 99.77 ms │     no change │
│ QQuery 81 │        25.11 / 25.28 ±0.16 / 25.53 ms │        25.38 / 25.58 ±0.14 / 25.72 ms │     no change │
│ QQuery 82 │        16.02 / 17.17 ±1.39 / 19.78 ms │        16.10 / 16.70 ±0.55 / 17.73 ms │     no change │
│ QQuery 83 │        32.81 / 33.16 ±0.38 / 33.83 ms │        32.60 / 33.01 ±0.36 / 33.47 ms │     no change │
│ QQuery 84 │        29.00 / 29.33 ±0.20 / 29.52 ms │        29.08 / 29.38 ±0.19 / 29.68 ms │     no change │
│ QQuery 85 │     101.19 / 104.59 ±5.44 / 115.43 ms │     100.46 / 103.58 ±4.26 / 111.97 ms │     no change │
│ QQuery 86 │        24.77 / 24.93 ±0.22 / 25.36 ms │        24.53 / 25.13 ±0.51 / 25.98 ms │     no change │
│ QQuery 87 │        60.69 / 61.88 ±1.34 / 64.48 ms │        60.15 / 61.39 ±1.32 / 63.66 ms │     no change │
│ QQuery 88 │        59.55 / 60.50 ±0.61 / 61.17 ms │        60.80 / 62.50 ±3.33 / 69.16 ms │     no change │
│ QQuery 89 │        34.13 / 36.11 ±3.05 / 42.13 ms │        34.54 / 34.96 ±0.55 / 36.04 ms │     no change │
│ QQuery 90 │        16.24 / 16.44 ±0.23 / 16.88 ms │        16.18 / 16.39 ±0.23 / 16.84 ms │     no change │
│ QQuery 91 │        43.96 / 44.32 ±0.31 / 44.85 ms │        43.67 / 44.21 ±0.95 / 46.11 ms │     no change │
│ QQuery 92 │        28.16 / 29.43 ±1.21 / 31.61 ms │        28.59 / 29.11 ±0.35 / 29.59 ms │     no change │
│ QQuery 93 │        47.96 / 49.63 ±1.21 / 51.55 ms │        48.07 / 49.27 ±0.79 / 50.33 ms │     no change │
│ QQuery 94 │        37.50 / 38.93 ±1.74 / 42.32 ms │        37.73 / 38.32 ±0.35 / 38.79 ms │     no change │
│ QQuery 95 │        78.52 / 79.23 ±0.60 / 80.28 ms │        78.39 / 78.91 ±0.39 / 79.46 ms │     no change │
│ QQuery 96 │        23.27 / 24.19 ±1.18 / 26.45 ms │        23.30 / 23.53 ±0.25 / 24.00 ms │     no change │
│ QQuery 97 │        49.99 / 51.49 ±1.45 / 54.15 ms │        50.62 / 51.83 ±1.04 / 53.29 ms │     no change │
│ QQuery 98 │        41.50 / 42.10 ±0.51 / 42.89 ms │        42.88 / 44.55 ±1.90 / 48.15 ms │  1.06x slower │
│ QQuery 99 │        64.76 / 66.46 ±2.69 / 71.81 ms │        64.44 / 65.01 ±0.36 / 65.48 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Benchmark Summary                               ┃           ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ Total Time (HEAD)                               │ 9000.22ms │
│ Total Time (fix_string-predicate-selectivity)   │ 9018.89ms │
│ Average Time (HEAD)                             │   90.91ms │
│ Average Time (fix_string-predicate-selectivity) │   91.10ms │
│ Queries Faster                                  │         2 │
│ Queries Slower                                  │         1 │
│ Queries with No Change                          │        96 │
│ Queries with Failure                            │         0 │
└─────────────────────────────────────────────────┴───────────┘

Resource Usage

tpcds — base (merge-base)

Metric Value
Wall time 50.0s
Peak memory 2.0 GiB
Avg memory 1.3 GiB
CPU user 196.1s
CPU sys 5.5s
Peak spill 0 B

tpcds — branch

Metric Value
Wall time 50.0s
Peak memory 2.0 GiB
Avg memory 1.3 GiB
CPU user 195.7s
CPU sys 5.2s
Peak spill 0 B

File an issue against this benchmark runner

@kumarUjjawal kumarUjjawal left a comment

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Thank you @limadog9

LGTM!

@adriangbot

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🤖 Benchmark completed (GKE) | trigger

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

Comparing fix/string-predicate-selectivity (340fcd5) to b9c8b3d (merge-base) diff

Run configuration
run benchmark compute_statistics
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

group                                                                    HEAD                                   fix_string-predicate-selectivity
-----                                                                    ----                                   --------------------------------
compute_statistics_coalesce_chain/cached/10                              1.01      2.2±0.03µs        ? ?/sec    1.00      2.2±0.02µs        ? ?/sec
compute_statistics_coalesce_chain/cached/20                              1.00      5.7±0.04µs        ? ?/sec    1.00      5.7±0.04µs        ? ?/sec
compute_statistics_coalesce_chain/cached/50                              1.01     15.3±0.14µs        ? ?/sec    1.00     15.1±0.14µs        ? ?/sec
compute_statistics_coalesce_chain/no_shared_cache/10                     1.01     14.8±0.15µs        ? ?/sec    1.00     14.6±0.13µs        ? ?/sec
compute_statistics_coalesce_chain/no_shared_cache/20                     1.01     59.6±0.48µs        ? ?/sec    1.00     58.9±0.48µs        ? ?/sec
compute_statistics_coalesce_chain/no_shared_cache/50                     1.01    390.2±3.30µs        ? ?/sec    1.00    388.2±3.29µs        ? ?/sec
compute_statistics_cross_join_tree/cached/depth=3_leaves=8               1.01      4.7±0.02µs        ? ?/sec    1.00      4.7±0.01µs        ? ?/sec
compute_statistics_cross_join_tree/cached/depth=5_leaves=32              1.00     25.9±0.13µs        ? ?/sec    1.01     26.0±0.07µs        ? ?/sec
compute_statistics_cross_join_tree/cached/depth=7_leaves=128             1.00    114.1±0.33µs        ? ?/sec    1.01    114.9±0.29µs        ? ?/sec
compute_statistics_cross_join_tree/no_shared_cache/depth=3_leaves=8      1.00     11.6±0.03µs        ? ?/sec    1.01     11.7±0.02µs        ? ?/sec
compute_statistics_cross_join_tree/no_shared_cache/depth=5_leaves=32     1.00     96.7±0.19µs        ? ?/sec    1.00     96.4±0.14µs        ? ?/sec
compute_statistics_cross_join_tree/no_shared_cache/depth=7_leaves=128    1.00    609.7±0.88µs        ? ?/sec    1.01    615.5±0.75µs        ? ?/sec
compute_statistics_filter_chain/cached_overall/10                        1.00      4.2±0.02µs        ? ?/sec    1.01      4.3±0.01µs        ? ?/sec
compute_statistics_filter_chain/cached_overall/20                        1.00      8.9±0.04µs        ? ?/sec    1.01      9.0±0.01µs        ? ?/sec
compute_statistics_filter_chain/cached_overall/50                        1.00     22.9±0.16µs        ? ?/sec    1.01     23.0±0.07µs        ? ?/sec
compute_statistics_filter_chain/cached_partition/10                      1.00      4.4±0.02µs        ? ?/sec    1.03      4.6±0.01µs        ? ?/sec
compute_statistics_filter_chain/cached_partition/20                      1.00      9.3±0.03µs        ? ?/sec    1.01      9.4±0.02µs        ? ?/sec
compute_statistics_filter_chain/cached_partition/50                      1.00     23.6±0.14µs        ? ?/sec    1.01     23.8±0.07µs        ? ?/sec
compute_statistics_filter_chain/no_shared_cache/10                       1.00     24.1±0.10µs        ? ?/sec    1.01     24.3±0.04µs        ? ?/sec
compute_statistics_filter_chain/no_shared_cache/20                       1.00     94.4±0.41µs        ? ?/sec    1.01     94.9±0.11µs        ? ?/sec
compute_statistics_filter_chain/no_shared_cache/50                       1.00    590.6±3.06µs        ? ?/sec    1.00    593.4±1.19µs        ? ?/sec
compute_statistics_mixed_chain/cached/15                                 1.00      6.0±0.04µs        ? ?/sec    1.02      6.1±0.08µs        ? ?/sec
compute_statistics_mixed_chain/cached/30                                 1.00     12.6±0.08µs        ? ?/sec    1.02     12.9±0.04µs        ? ?/sec
compute_statistics_mixed_chain/cached/9                                  1.00      3.5±0.02µs        ? ?/sec    1.02      3.6±0.02µs        ? ?/sec
compute_statistics_mixed_chain/no_shared_cache/15                        1.00     47.6±0.26µs        ? ?/sec    1.02     48.4±0.17µs        ? ?/sec
compute_statistics_mixed_chain/no_shared_cache/30                        1.00    189.3±1.09µs        ? ?/sec    1.02    193.7±0.64µs        ? ?/sec
compute_statistics_mixed_chain/no_shared_cache/9                         1.00     18.0±0.10µs        ? ?/sec    1.01     18.3±0.07µs        ? ?/sec

Resource Usage

compute_statistics — base (merge-base)

Metric Value
Wall time 570.2s
Peak memory 36.6 MiB
Avg memory 15.0 MiB
CPU user 320.6s
CPU sys 0.3s
Peak spill 0 B

compute_statistics — branch

Metric Value
Wall time 560.1s
Peak memory 36.1 MiB
Avg memory 14.5 MiB
CPU user 316.1s
CPU sys 0.3s
Peak spill 0 B

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 fix/string-predicate-selectivity (340fcd5) to b9c8b3d (merge-base) diff

Run configuration
run benchmark imdb
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 fix_string-predicate-selectivity
--------------------
Benchmark imdb.json
--------------------
┏━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query      ┃       HEAD ┃ fix_string-predicate-selectivity ┃        Change ┃
┡━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1   │  102.73 ms │                        103.89 ms │     no change │
│ QQuery 2   │   89.83 ms │                         90.26 ms │     no change │
│ QQuery 3   │   82.79 ms │                         83.72 ms │     no change │
│ QQuery 4   │   94.17 ms │                         94.91 ms │     no change │
│ QQuery 5   │   95.77 ms │                         84.76 ms │ +1.13x faster │
│ QQuery 6   │   93.66 ms │                         82.14 ms │ +1.14x faster │
│ QQuery 7   │   26.04 ms │                         25.55 ms │     no change │
│ QQuery 8   │  111.81 ms │                        103.40 ms │ +1.08x faster │
│ QQuery 9   │  317.92 ms │                        324.31 ms │     no change │
│ QQuery 10  │  298.25 ms │                        299.93 ms │     no change │
│ QQuery 11  │  328.56 ms │                        327.51 ms │     no change │
│ QQuery 12  │  112.49 ms │                        112.58 ms │     no change │
│ QQuery 13  │   87.14 ms │                         88.83 ms │     no change │
│ QQuery 14  │  116.70 ms │                        116.73 ms │     no change │
│ QQuery 15  │   61.25 ms │                         61.49 ms │     no change │
│ QQuery 16  │   56.28 ms │                         54.77 ms │     no change │
│ QQuery 17  │  367.24 ms │                        359.84 ms │     no change │
│ QQuery 18  │  525.96 ms │                        517.76 ms │     no change │
│ QQuery 19  │  596.75 ms │                        568.91 ms │     no change │
│ QQuery 20  │  516.16 ms │                        522.97 ms │     no change │
│ QQuery 21  │  596.75 ms │                        566.60 ms │ +1.05x faster │
│ QQuery 22  │  557.85 ms │                        558.47 ms │     no change │
│ QQuery 23  │  614.27 ms │                        589.08 ms │     no change │
│ QQuery 24  │  220.65 ms │                        220.05 ms │     no change │
│ QQuery 25  │  204.03 ms │                        205.86 ms │     no change │
│ QQuery 26  │  411.81 ms │                        412.05 ms │     no change │
│ QQuery 27  │  240.01 ms │                        242.91 ms │     no change │
│ QQuery 28  │  270.02 ms │                        269.02 ms │     no change │
│ QQuery 29  │  775.90 ms │                        776.96 ms │     no change │
│ QQuery 30  │  598.06 ms │                        628.34 ms │  1.05x slower │
│ QQuery 31  │  357.08 ms │                        346.47 ms │     no change │
│ QQuery 32  │  354.97 ms │                        359.74 ms │     no change │
│ QQuery 33  │  348.95 ms │                        336.45 ms │     no change │
│ QQuery 34  │  379.34 ms │                        362.97 ms │     no change │
│ QQuery 35  │  216.41 ms │                        212.96 ms │     no change │
│ QQuery 36  │  198.40 ms │                        155.08 ms │ +1.28x faster │
│ QQuery 37  │  239.79 ms │                        230.39 ms │     no change │
│ QQuery 38  │  102.38 ms │                        102.67 ms │     no change │
│ QQuery 39  │  105.47 ms │                        104.88 ms │     no change │
│ QQuery 40  │   96.14 ms │                         96.78 ms │     no change │
│ QQuery 41  │  219.62 ms │                        165.29 ms │ +1.33x faster │
│ QQuery 42  │  203.50 ms │                        204.20 ms │     no change │
│ QQuery 43  │  243.34 ms │                        238.91 ms │     no change │
│ QQuery 44  │  219.86 ms │                        220.52 ms │     no change │
│ QQuery 45  │  365.56 ms │                        378.06 ms │     no change │
│ QQuery 46  │  205.65 ms │                        207.50 ms │     no change │
│ QQuery 47  │  190.06 ms │                        190.23 ms │     no change │
│ QQuery 48  │  203.02 ms │                        196.30 ms │     no change │
│ QQuery 49  │  320.29 ms │                        331.68 ms │     no change │
│ QQuery 50  │  353.53 ms │                        344.44 ms │     no change │
│ QQuery 51  │  345.85 ms │                        339.38 ms │     no change │
│ QQuery 52  │  423.42 ms │                        412.81 ms │     no change │
│ QQuery 53  │  400.72 ms │                        395.54 ms │     no change │
│ QQuery 54  │  443.89 ms │                        426.17 ms │     no change │
│ QQuery 55  │  173.91 ms │                        165.04 ms │ +1.05x faster │
│ QQuery 56  │ 2615.28 ms │                       2595.73 ms │     no change │
│ QQuery 57  │ 2647.49 ms │                       2655.81 ms │     no change │
│ QQuery 58  │ 2635.09 ms │                       2643.30 ms │     no change │
│ QQuery 59  │ 2688.00 ms │                       2677.17 ms │     no change │
│ QQuery 60  │ 1710.84 ms │                       1586.09 ms │ +1.08x faster │
│ QQuery 61  │ 4019.30 ms │                       3927.81 ms │     no change │
│ QQuery 62  │ 3993.03 ms │                       3895.50 ms │     no change │
│ QQuery 63  │ 4029.50 ms │                       3911.16 ms │     no change │
│ QQuery 64  │ 1639.61 ms │                       1649.07 ms │     no change │
│ QQuery 65  │ 3898.57 ms │                       4025.67 ms │     no change │
│ QQuery 66  │  365.82 ms │                        366.55 ms │     no change │
│ QQuery 67  │  257.72 ms │                        259.17 ms │     no change │
│ QQuery 68  │  279.91 ms │                        280.79 ms │     no change │
│ QQuery 69  │  557.57 ms │                        569.93 ms │     no change │
│ QQuery 70  │  602.17 ms │                        588.46 ms │     no change │
│ QQuery 71  │  575.81 ms │                        573.05 ms │     no change │
│ QQuery 72  │  538.38 ms │                        530.53 ms │     no change │
│ QQuery 73  │  294.09 ms │                        297.97 ms │     no change │
│ QQuery 74  │  349.14 ms │                        348.55 ms │     no change │
│ QQuery 75  │  272.40 ms │                        273.06 ms │     no change │
│ QQuery 76  │  377.65 ms │                        381.34 ms │     no change │
│ QQuery 77  │  359.25 ms │                        359.96 ms │     no change │
│ QQuery 78  │  380.68 ms │                        387.03 ms │     no change │
│ QQuery 79  │  455.14 ms │                        449.72 ms │     no change │
│ QQuery 80  │  467.95 ms │                        451.93 ms │     no change │
│ QQuery 81  │  475.16 ms │                        479.56 ms │     no change │
│ QQuery 82  │  526.56 ms │                        426.58 ms │ +1.23x faster │
│ QQuery 83  │  370.72 ms │                        368.59 ms │     no change │
│ QQuery 84  │  329.84 ms │                        337.59 ms │     no change │
│ QQuery 85  │  378.55 ms │                        369.53 ms │     no change │
│ QQuery 86  │  661.15 ms │                        666.13 ms │     no change │
│ QQuery 87  │  592.04 ms │                        587.97 ms │     no change │
│ QQuery 88  │  338.33 ms │                        330.54 ms │     no change │
│ QQuery 89  │  326.28 ms │                        315.35 ms │     no change │
│ QQuery 90  │  342.88 ms │                        344.17 ms │     no change │
│ QQuery 91  │  308.29 ms │                        319.05 ms │     no change │
│ QQuery 92  │  281.32 ms │                        288.89 ms │     no change │
│ QQuery 93  │  304.74 ms │                        303.96 ms │     no change │
│ QQuery 94  │  380.14 ms │                        375.71 ms │     no change │
│ QQuery 95  │  371.19 ms │                        384.05 ms │     no change │
│ QQuery 96  │  391.77 ms │                        379.92 ms │     no change │
│ QQuery 97  │  449.67 ms │                        428.72 ms │     no change │
│ QQuery 98  │  425.22 ms │                        411.01 ms │     no change │
│ QQuery 99  │  504.73 ms │                        510.53 ms │     no change │
│ QQuery 100 │  550.52 ms │                        548.34 ms │     no change │
│ QQuery 101 │  509.55 ms │                        518.52 ms │     no change │
│ QQuery 102 │  912.94 ms │                        993.91 ms │  1.09x slower │
│ QQuery 103 │  297.69 ms │                        300.21 ms │     no change │
│ QQuery 104 │  321.77 ms │                        321.32 ms │     no change │
│ QQuery 105 │  303.84 ms │                        305.17 ms │     no change │
│ QQuery 106 │  379.70 ms │                        348.93 ms │ +1.09x faster │
│ QQuery 107 │  322.02 ms │                        322.92 ms │     no change │
│ QQuery 108 │  381.09 ms │                        357.38 ms │ +1.07x faster │
│ QQuery 109 │   24.91 ms │                         25.90 ms │     no change │
│ QQuery 110 │   91.86 ms │                         93.43 ms │     no change │
│ QQuery 111 │  232.04 ms │                        233.59 ms │     no change │
│ QQuery 112 │  209.61 ms │                        206.27 ms │     no change │
│ QQuery 113 │  243.82 ms │                        234.92 ms │     no change │
└────────────┴────────────┴──────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                               ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                               │ 63832.30ms │
│ Total Time (fix_string-predicate-selectivity)   │ 63142.05ms │
│ Average Time (HEAD)                             │   564.89ms │
│ Average Time (fix_string-predicate-selectivity) │   558.78ms │
│ Queries Faster                                  │         11 │
│ Queries Slower                                  │          2 │
│ Queries with No Change                          │        100 │
│ Queries with Failure                            │          0 │
└─────────────────────────────────────────────────┴────────────┘

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

Comparing HEAD and fix_string-predicate-selectivity
--------------------
Benchmark imdb.json
--------------------
┏━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query      ┃                                   HEAD ┃       fix_string-predicate-selectivity ┃        Change ┃
┡━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1   │      102.73 / 104.18 ±1.67 / 107.39 ms │      103.89 / 105.61 ±1.32 / 107.08 ms │     no change │
│ QQuery 2   │         89.83 / 91.12 ±1.13 / 93.21 ms │         90.26 / 90.84 ±0.57 / 91.92 ms │     no change │
│ QQuery 3   │         82.79 / 83.87 ±1.32 / 86.45 ms │         83.72 / 84.64 ±1.11 / 86.67 ms │     no change │
│ QQuery 4   │         94.17 / 94.78 ±0.51 / 95.69 ms │        94.91 / 98.13 ±2.09 / 100.07 ms │     no change │
│ QQuery 5   │         95.77 / 97.16 ±1.49 / 99.83 ms │         84.76 / 86.53 ±2.74 / 91.99 ms │ +1.12x faster │
│ QQuery 6   │         93.66 / 93.91 ±0.24 / 94.28 ms │         82.14 / 84.63 ±1.41 / 86.09 ms │ +1.11x faster │
│ QQuery 7   │         26.04 / 26.65 ±0.69 / 27.81 ms │         25.55 / 25.81 ±0.24 / 26.13 ms │     no change │
│ QQuery 8   │      111.81 / 114.13 ±2.65 / 119.16 ms │      103.40 / 106.89 ±4.85 / 115.86 ms │ +1.07x faster │
│ QQuery 9   │      317.92 / 321.52 ±2.98 / 326.20 ms │      324.31 / 329.42 ±6.32 / 341.47 ms │     no change │
│ QQuery 10  │      298.25 / 302.20 ±3.79 / 308.90 ms │      299.93 / 309.45 ±6.35 / 318.67 ms │     no change │
│ QQuery 11  │      328.56 / 335.29 ±8.16 / 349.38 ms │      327.51 / 336.09 ±7.01 / 343.14 ms │     no change │
│ QQuery 12  │      112.49 / 113.09 ±0.65 / 114.02 ms │      112.58 / 114.46 ±1.12 / 115.62 ms │     no change │
│ QQuery 13  │        87.14 / 92.75 ±6.24 / 104.74 ms │        88.83 / 94.11 ±8.94 / 111.98 ms │     no change │
│ QQuery 14  │      116.70 / 118.88 ±2.60 / 123.68 ms │      116.73 / 118.28 ±1.47 / 120.11 ms │     no change │
│ QQuery 15  │         61.25 / 63.35 ±3.20 / 69.70 ms │         61.49 / 63.53 ±2.27 / 67.94 ms │     no change │
│ QQuery 16  │         56.28 / 57.32 ±0.53 / 57.79 ms │         54.77 / 55.16 ±0.62 / 56.38 ms │     no change │
│ QQuery 17  │      367.24 / 370.86 ±3.02 / 375.66 ms │      359.84 / 368.06 ±6.23 / 376.85 ms │     no change │
│ QQuery 18  │     525.96 / 565.08 ±37.45 / 615.20 ms │     517.76 / 537.52 ±18.10 / 567.49 ms │     no change │
│ QQuery 19  │     596.75 / 640.33 ±45.18 / 726.62 ms │     568.91 / 586.98 ±18.42 / 619.43 ms │ +1.09x faster │
│ QQuery 20  │     516.16 / 549.30 ±42.49 / 630.27 ms │     522.97 / 536.72 ±11.25 / 551.45 ms │     no change │
│ QQuery 21  │     596.75 / 624.01 ±27.71 / 675.34 ms │     566.60 / 599.07 ±22.95 / 632.69 ms │     no change │
│ QQuery 22  │      557.85 / 568.18 ±5.75 / 574.90 ms │     558.47 / 586.28 ±22.85 / 614.60 ms │     no change │
│ QQuery 23  │     614.27 / 647.70 ±17.85 / 662.04 ms │     589.08 / 603.79 ±10.27 / 618.00 ms │ +1.07x faster │
│ QQuery 24  │     220.65 / 230.39 ±10.42 / 249.54 ms │     220.05 / 231.99 ±10.36 / 248.79 ms │     no change │
│ QQuery 25  │     204.03 / 216.11 ±16.10 / 247.51 ms │     205.86 / 216.70 ±11.79 / 231.93 ms │     no change │
│ QQuery 26  │     411.81 / 436.11 ±20.89 / 472.12 ms │     412.05 / 429.73 ±12.76 / 446.06 ms │     no change │
│ QQuery 27  │      240.01 / 245.03 ±4.21 / 250.67 ms │      242.91 / 252.76 ±8.76 / 266.99 ms │     no change │
│ QQuery 28  │      270.02 / 279.87 ±8.32 / 293.46 ms │      269.02 / 278.18 ±9.51 / 292.67 ms │     no change │
│ QQuery 29  │     775.90 / 802.19 ±22.05 / 830.68 ms │     776.96 / 820.06 ±38.20 / 884.12 ms │     no change │
│ QQuery 30  │     598.06 / 649.73 ±41.23 / 716.47 ms │     628.34 / 646.50 ±17.33 / 677.99 ms │     no change │
│ QQuery 31  │     357.08 / 401.26 ±35.23 / 449.32 ms │     346.47 / 379.10 ±38.50 / 454.74 ms │ +1.06x faster │
│ QQuery 32  │      354.97 / 363.76 ±6.11 / 371.95 ms │      359.74 / 373.63 ±8.13 / 382.47 ms │     no change │
│ QQuery 33  │      348.95 / 354.81 ±4.73 / 361.88 ms │      336.45 / 342.93 ±5.86 / 351.46 ms │     no change │
│ QQuery 34  │     379.34 / 394.50 ±19.87 / 433.79 ms │     362.97 / 385.97 ±15.48 / 403.59 ms │     no change │
│ QQuery 35  │      216.41 / 225.64 ±6.86 / 237.75 ms │     212.96 / 234.74 ±17.85 / 255.43 ms │     no change │
│ QQuery 36  │     198.40 / 214.21 ±20.48 / 254.60 ms │      155.08 / 163.81 ±7.49 / 177.15 ms │ +1.31x faster │
│ QQuery 37  │      239.79 / 249.94 ±5.85 / 255.17 ms │      230.39 / 234.01 ±4.96 / 243.44 ms │ +1.07x faster │
│ QQuery 38  │      102.38 / 109.10 ±8.13 / 121.50 ms │      102.67 / 107.73 ±4.47 / 113.61 ms │     no change │
│ QQuery 39  │     105.47 / 114.80 ±12.96 / 139.57 ms │      104.88 / 110.88 ±5.91 / 120.80 ms │     no change │
│ QQuery 40  │        96.14 / 99.17 ±2.50 / 102.48 ms │        96.78 / 98.96 ±1.67 / 101.73 ms │     no change │
│ QQuery 41  │      219.62 / 234.41 ±7.65 / 240.79 ms │      165.29 / 169.74 ±3.18 / 174.39 ms │ +1.38x faster │
│ QQuery 42  │      203.50 / 214.12 ±8.24 / 224.74 ms │      204.20 / 211.10 ±4.61 / 217.81 ms │     no change │
│ QQuery 43  │      243.34 / 251.48 ±5.03 / 256.96 ms │     238.91 / 255.42 ±13.01 / 276.67 ms │     no change │
│ QQuery 44  │      219.86 / 225.47 ±9.52 / 244.48 ms │      220.52 / 224.25 ±3.38 / 229.22 ms │     no change │
│ QQuery 45  │      365.56 / 375.37 ±8.66 / 389.31 ms │     378.06 / 385.54 ±10.49 / 406.25 ms │     no change │
│ QQuery 46  │      205.65 / 211.12 ±4.59 / 219.00 ms │      207.50 / 209.76 ±2.57 / 213.05 ms │     no change │
│ QQuery 47  │      190.06 / 197.17 ±6.54 / 208.73 ms │      190.23 / 195.62 ±5.15 / 204.33 ms │     no change │
│ QQuery 48  │      203.02 / 208.01 ±4.62 / 214.72 ms │     196.30 / 214.25 ±18.83 / 248.05 ms │     no change │
│ QQuery 49  │     320.29 / 335.09 ±11.93 / 355.71 ms │      331.68 / 335.78 ±3.24 / 341.51 ms │     no change │
│ QQuery 50  │      353.53 / 365.81 ±8.96 / 376.01 ms │     344.44 / 367.04 ±20.14 / 392.52 ms │     no change │
│ QQuery 51  │      345.85 / 358.02 ±7.16 / 367.51 ms │      339.38 / 346.88 ±7.16 / 358.02 ms │     no change │
│ QQuery 52  │     423.42 / 438.69 ±16.38 / 464.98 ms │     412.81 / 432.98 ±19.16 / 464.51 ms │     no change │
│ QQuery 53  │     400.72 / 416.53 ±16.10 / 446.12 ms │     395.54 / 406.58 ±11.24 / 425.75 ms │     no change │
│ QQuery 54  │     443.89 / 464.16 ±19.69 / 493.91 ms │     426.17 / 445.32 ±14.07 / 469.73 ms │     no change │
│ QQuery 55  │      173.91 / 181.76 ±9.34 / 199.64 ms │      165.04 / 176.35 ±7.93 / 189.92 ms │     no change │
│ QQuery 56  │ 2615.28 / 2764.43 ±176.58 / 3106.79 ms │ 2595.73 / 2844.76 ±215.93 / 3116.65 ms │     no change │
│ QQuery 57  │  2647.49 / 2749.17 ±73.41 / 2854.18 ms │ 2655.81 / 2906.50 ±285.65 / 3288.51 ms │  1.06x slower │
│ QQuery 58  │  2635.09 / 2684.99 ±49.46 / 2768.50 ms │  2643.30 / 2692.18 ±38.79 / 2759.67 ms │     no change │
│ QQuery 59  │  2688.00 / 2728.41 ±22.68 / 2753.70 ms │ 2677.17 / 2781.86 ±157.36 / 3094.61 ms │     no change │
│ QQuery 60  │  1710.84 / 1770.42 ±74.73 / 1915.59 ms │  1586.09 / 1615.34 ±25.06 / 1655.76 ms │ +1.10x faster │
│ QQuery 61  │ 4019.30 / 4324.86 ±232.57 / 4654.06 ms │ 3927.81 / 4112.20 ±160.05 / 4367.25 ms │     no change │
│ QQuery 62  │  3993.03 / 4069.21 ±57.00 / 4145.97 ms │ 3895.50 / 4051.41 ±105.38 / 4192.89 ms │     no change │
│ QQuery 63  │  4029.50 / 4128.09 ±92.06 / 4284.98 ms │ 3911.16 / 4165.10 ±230.59 / 4567.77 ms │     no change │
│ QQuery 64  │  1639.61 / 1657.65 ±15.80 / 1687.02 ms │  1649.07 / 1693.49 ±37.39 / 1760.14 ms │     no change │
│ QQuery 65  │ 3898.57 / 4175.51 ±178.08 / 4418.47 ms │ 4025.67 / 4161.22 ±103.07 / 4287.05 ms │     no change │
│ QQuery 66  │      365.82 / 375.93 ±6.91 / 385.73 ms │      366.55 / 373.88 ±5.30 / 382.89 ms │     no change │
│ QQuery 67  │      257.72 / 269.10 ±9.43 / 280.45 ms │     259.17 / 286.39 ±17.22 / 303.58 ms │  1.06x slower │
│ QQuery 68  │     279.91 / 290.11 ±11.59 / 310.03 ms │      280.79 / 292.62 ±9.24 / 305.10 ms │     no change │
│ QQuery 69  │     557.57 / 582.99 ±14.10 / 597.66 ms │     569.93 / 587.33 ±17.65 / 620.16 ms │     no change │
│ QQuery 70  │      602.17 / 617.87 ±9.22 / 628.99 ms │     588.46 / 604.82 ±19.38 / 642.07 ms │     no change │
│ QQuery 71  │      575.81 / 582.96 ±9.64 / 601.22 ms │     573.05 / 593.43 ±20.02 / 619.10 ms │     no change │
│ QQuery 72  │     538.38 / 555.41 ±14.46 / 574.53 ms │     530.53 / 562.69 ±23.94 / 603.23 ms │     no change │
│ QQuery 73  │     294.09 / 312.24 ±20.74 / 352.55 ms │     297.97 / 312.39 ±18.62 / 347.66 ms │     no change │
│ QQuery 74  │      349.14 / 359.14 ±9.03 / 372.19 ms │      348.55 / 354.25 ±9.25 / 372.68 ms │     no change │
│ QQuery 75  │      272.40 / 280.59 ±4.99 / 287.72 ms │      273.06 / 278.98 ±8.74 / 296.32 ms │     no change │
│ QQuery 76  │     377.65 / 389.27 ±11.85 / 410.94 ms │      381.34 / 388.19 ±7.33 / 401.34 ms │     no change │
│ QQuery 77  │     359.25 / 378.86 ±16.01 / 404.91 ms │      359.96 / 371.27 ±7.51 / 379.72 ms │     no change │
│ QQuery 78  │     380.68 / 398.91 ±18.62 / 425.98 ms │      387.03 / 393.86 ±5.92 / 403.40 ms │     no change │
│ QQuery 79  │      455.14 / 468.99 ±9.17 / 483.60 ms │     449.72 / 467.60 ±10.97 / 476.96 ms │     no change │
│ QQuery 80  │      467.95 / 472.95 ±4.05 / 479.41 ms │      451.93 / 467.75 ±8.76 / 476.52 ms │     no change │
│ QQuery 81  │      475.16 / 483.22 ±9.29 / 500.34 ms │      479.56 / 488.60 ±6.60 / 494.97 ms │     no change │
│ QQuery 82  │      526.56 / 530.36 ±2.12 / 532.48 ms │      426.58 / 441.59 ±8.34 / 450.96 ms │ +1.20x faster │
│ QQuery 83  │      370.72 / 388.26 ±9.77 / 397.58 ms │      368.59 / 382.09 ±8.64 / 392.26 ms │     no change │
│ QQuery 84  │     329.84 / 345.60 ±13.15 / 368.13 ms │      337.59 / 347.08 ±9.14 / 363.26 ms │     no change │
│ QQuery 85  │     378.55 / 392.69 ±11.43 / 404.58 ms │     369.53 / 385.43 ±10.12 / 398.12 ms │     no change │
│ QQuery 86  │     661.15 / 672.62 ±10.52 / 688.15 ms │      666.13 / 672.54 ±5.08 / 680.56 ms │     no change │
│ QQuery 87  │      592.04 / 606.55 ±7.75 / 613.43 ms │     587.97 / 607.83 ±15.96 / 626.63 ms │     no change │
│ QQuery 88  │      338.33 / 351.30 ±7.74 / 357.37 ms │     330.54 / 346.75 ±12.60 / 367.95 ms │     no change │
│ QQuery 89  │     326.28 / 342.26 ±13.42 / 366.93 ms │      315.35 / 323.78 ±9.93 / 342.75 ms │ +1.06x faster │
│ QQuery 90  │      342.88 / 353.95 ±7.59 / 365.80 ms │     344.17 / 360.93 ±12.30 / 375.79 ms │     no change │
│ QQuery 91  │     308.29 / 323.87 ±18.38 / 359.81 ms │     319.05 / 331.00 ±11.83 / 346.92 ms │     no change │
│ QQuery 92  │     281.32 / 301.97 ±14.66 / 324.44 ms │      288.89 / 295.41 ±5.03 / 301.87 ms │     no change │
│ QQuery 93  │      304.74 / 313.54 ±8.29 / 324.78 ms │     303.96 / 318.77 ±11.06 / 334.62 ms │     no change │
│ QQuery 94  │     380.14 / 389.72 ±10.29 / 408.91 ms │     375.71 / 391.06 ±17.80 / 417.47 ms │     no change │
│ QQuery 95  │      371.19 / 384.52 ±8.93 / 398.51 ms │      384.05 / 395.93 ±8.72 / 405.31 ms │     no change │
│ QQuery 96  │      391.77 / 398.61 ±5.13 / 405.46 ms │     379.92 / 395.41 ±13.34 / 418.46 ms │     no change │
│ QQuery 97  │     449.67 / 470.58 ±11.10 / 481.02 ms │     428.72 / 442.01 ±10.92 / 460.21 ms │ +1.06x faster │
│ QQuery 98  │      425.22 / 435.30 ±7.80 / 449.31 ms │      411.01 / 425.12 ±8.39 / 435.14 ms │     no change │
│ QQuery 99  │      504.73 / 518.95 ±9.42 / 531.82 ms │      510.53 / 526.42 ±9.05 / 534.71 ms │     no change │
│ QQuery 100 │      550.52 / 555.91 ±4.86 / 563.88 ms │     548.34 / 567.62 ±20.34 / 603.50 ms │     no change │
│ QQuery 101 │     509.55 / 531.40 ±18.08 / 552.44 ms │     518.52 / 532.73 ±13.06 / 557.26 ms │     no change │
│ QQuery 102 │    912.94 / 984.16 ±64.44 / 1086.34 ms │   993.91 / 1018.40 ±22.00 / 1056.18 ms │     no change │
│ QQuery 103 │     297.69 / 335.19 ±50.09 / 434.09 ms │     300.21 / 316.49 ±16.44 / 346.35 ms │ +1.06x faster │
│ QQuery 104 │     321.77 / 337.81 ±12.84 / 357.81 ms │      321.32 / 327.76 ±7.18 / 340.60 ms │     no change │
│ QQuery 105 │      303.84 / 315.40 ±8.80 / 325.96 ms │      305.17 / 310.48 ±7.06 / 324.27 ms │     no change │
│ QQuery 106 │     379.70 / 395.91 ±11.72 / 413.64 ms │      348.93 / 359.51 ±9.38 / 370.72 ms │ +1.10x faster │
│ QQuery 107 │     322.02 / 339.50 ±11.86 / 354.25 ms │      322.92 / 333.22 ±8.70 / 347.97 ms │     no change │
│ QQuery 108 │     381.09 / 402.57 ±13.70 / 422.25 ms │     357.38 / 375.27 ±10.78 / 385.94 ms │ +1.07x faster │
│ QQuery 109 │         24.91 / 25.27 ±0.42 / 26.05 ms │         25.90 / 26.73 ±0.49 / 27.40 ms │  1.06x slower │
│ QQuery 110 │        91.86 / 95.46 ±5.96 / 107.33 ms │        93.43 / 95.80 ±2.86 / 101.38 ms │     no change │
│ QQuery 111 │      232.04 / 237.51 ±6.33 / 248.92 ms │      233.59 / 238.70 ±5.40 / 248.63 ms │     no change │
│ QQuery 112 │      209.61 / 217.55 ±7.72 / 232.04 ms │     206.27 / 215.66 ±10.26 / 234.85 ms │     no change │
│ QQuery 113 │      243.82 / 251.47 ±6.86 / 261.63 ms │      234.92 / 243.96 ±7.01 / 254.88 ms │     no change │
└────────────┴────────────────────────────────────────┴────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                               ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                               │ 66356.54ms │
│ Total Time (fix_string-predicate-selectivity)   │ 65805.87ms │
│ Average Time (HEAD)                             │   587.23ms │
│ Average Time (fix_string-predicate-selectivity) │   582.35ms │
│ Queries Faster                                  │         16 │
│ Queries Slower                                  │          3 │
│ Queries with No Change                          │         94 │
│ Queries with Failure                            │          0 │
└─────────────────────────────────────────────────┴────────────┘

Resource Usage

imdb — base (merge-base)

Metric Value
Wall time 430.1s
Peak memory 5.7 GiB
Avg memory 1.3 GiB
CPU user 2448.4s
CPU sys 80.4s
Peak spill 0 B

imdb — branch

Metric Value
Wall time 425.1s
Peak memory 5.5 GiB
Avg memory 1.3 GiB
CPU user 2430.2s
CPU sys 79.9s
Peak spill 0 B

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🤖 Benchmark completed (GKE) | trigger

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

Comparing fix/string-predicate-selectivity (340fcd5) to b9c8b3d (merge-base) diff

Run configuration
run benchmark sql_planner
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

group                                                 HEAD                                    fix_string-predicate-selectivity
-----                                                 ----                                    --------------------------------
logical_aggregate_with_join                           1.00    407.7±1.48µs        ? ?/sec     1.00    407.0±2.38µs        ? ?/sec
logical_correlated_subquery_exists                    1.01    244.2±1.93µs        ? ?/sec     1.00    242.9±1.75µs        ? ?/sec
logical_correlated_subquery_in                        1.00    245.7±0.98µs        ? ?/sec     1.00    245.0±0.38µs        ? ?/sec
logical_distinct_many_columns                         1.00    330.9±1.08µs        ? ?/sec     1.01    332.8±1.05µs        ? ?/sec
logical_join_4_with_agg_and_filter                    1.01    198.2±0.89µs        ? ?/sec     1.00    197.1±0.89µs        ? ?/sec
logical_join_8_with_agg_sort_limit                    1.01    368.2±1.05µs        ? ?/sec     1.00    363.7±2.04µs        ? ?/sec
logical_join_chain_16                                 1.02    633.3±1.91µs        ? ?/sec     1.00    622.9±1.91µs        ? ?/sec
logical_join_chain_4                                  1.01     79.8±0.21µs        ? ?/sec     1.00     78.7±0.33µs        ? ?/sec
logical_join_chain_8                                  1.02    208.7±0.50µs        ? ?/sec     1.00    204.8±0.56µs        ? ?/sec
logical_multiple_subqueries                           1.02    482.4±7.80µs        ? ?/sec     1.00    473.1±1.79µs        ? ?/sec
logical_nested_cte_4_levels                           1.00    217.1±1.40µs        ? ?/sec     1.01    218.6±1.91µs        ? ?/sec
logical_plan_struct_join_agg_sort                     1.00    127.0±1.10µs        ? ?/sec     1.00    127.2±0.95µs        ? ?/sec
logical_plan_tpcds_all                                1.02     85.1±0.14ms        ? ?/sec     1.00     83.1±0.17ms        ? ?/sec
logical_plan_tpch_all                                 1.03      5.7±0.01ms        ? ?/sec     1.00      5.5±0.02ms        ? ?/sec
logical_scalar_subquery                               1.01    265.2±1.36µs        ? ?/sec     1.00    263.7±1.56µs        ? ?/sec
logical_select_all_from_1000                          1.00      9.5±0.03ms        ? ?/sec     1.00      9.5±0.03ms        ? ?/sec
logical_select_one_from_700                           1.00    295.5±2.52µs        ? ?/sec     1.00    294.4±1.70µs        ? ?/sec
logical_trivial_join_high_numbered_columns            1.00    247.0±1.36µs        ? ?/sec     1.00    246.1±1.42µs        ? ?/sec
logical_trivial_join_low_numbered_columns             1.00    233.4±1.36µs        ? ?/sec     1.00    232.8±2.50µs        ? ?/sec
logical_union_4_branches                              1.01    387.2±1.81µs        ? ?/sec     1.00    384.4±3.79µs        ? ?/sec
logical_union_8_branches                              1.00    779.4±5.95µs        ? ?/sec     1.00    780.7±7.39µs        ? ?/sec
logical_wide_aggregate_100_exprs                      1.00      3.9±0.01ms        ? ?/sec     1.00      3.9±0.01ms        ? ?/sec
logical_wide_case_50_exprs                            1.01  1823.6±10.19µs        ? ?/sec     1.00   1813.9±5.04µs        ? ?/sec
logical_wide_filter_200_predicates                    1.00   1321.1±6.84µs        ? ?/sec     1.00   1314.9±6.59µs        ? ?/sec
logical_wide_filter_50_predicates                     1.01    361.5±1.32µs        ? ?/sec     1.00    358.2±1.19µs        ? ?/sec
optimizer_correlated_exists                           1.00    223.2±1.12µs        ? ?/sec     1.00    223.4±1.13µs        ? ?/sec
optimizer_join_4_with_agg_filter                      1.04    418.4±1.25µs        ? ?/sec     1.00    403.1±1.59µs        ? ?/sec
optimizer_join_chain_4                                1.02    160.8±0.31µs        ? ?/sec     1.00    158.4±0.26µs        ? ?/sec
optimizer_join_chain_8                                1.01    550.4±1.40µs        ? ?/sec     1.00    547.2±1.07µs        ? ?/sec
optimizer_select_all_from_1000                        1.00      7.0±0.01ms        ? ?/sec     1.00      7.0±0.02ms        ? ?/sec
optimizer_select_one_from_700                         1.01    234.0±0.34µs        ? ?/sec     1.00    231.8±0.32µs        ? ?/sec
optimizer_tpcds_all                                   1.01    287.1±1.81ms        ? ?/sec     1.00    283.0±0.25ms        ? ?/sec
optimizer_tpch_all                                    1.03     15.8±0.09ms        ? ?/sec     1.00     15.4±0.05ms        ? ?/sec
optimizer_wide_aggregate_100                          1.01   1792.4±1.87µs        ? ?/sec     1.00   1781.0±2.73µs        ? ?/sec
optimizer_wide_filter_200                             1.01      4.0±0.01ms        ? ?/sec     1.00      3.9±0.01ms        ? ?/sec
physical_intersection                                 1.00    566.2±2.13µs        ? ?/sec     1.00    565.3±2.62µs        ? ?/sec
physical_join_consider_sort                           1.01   1038.6±2.68µs        ? ?/sec     1.00   1023.4±2.80µs        ? ?/sec
physical_join_distinct                                1.00    226.0±1.32µs        ? ?/sec     1.00    225.7±1.48µs        ? ?/sec
physical_many_self_joins                              1.00      7.7±0.08ms        ? ?/sec     1.00      7.7±0.12ms        ? ?/sec
physical_plan_clickbench_all                          1.01    138.5±0.28ms        ? ?/sec     1.00    137.8±0.36ms        ? ?/sec
physical_plan_clickbench_q1                           1.01   1387.1±5.98µs        ? ?/sec     1.00   1377.0±6.86µs        ? ?/sec
physical_plan_clickbench_q10                          1.00   1937.8±5.38µs        ? ?/sec     1.01   1954.6±9.40µs        ? ?/sec
physical_plan_clickbench_q11                          1.00      2.1±0.01ms        ? ?/sec     1.00      2.1±0.01ms        ? ?/sec
physical_plan_clickbench_q12                          1.00      2.2±0.01ms        ? ?/sec     1.00      2.2±0.01ms        ? ?/sec
physical_plan_clickbench_q13                          1.00   1965.2±7.28µs        ? ?/sec     1.04      2.0±0.01ms        ? ?/sec
physical_plan_clickbench_q14                          1.01      2.1±0.01ms        ? ?/sec     1.00      2.1±0.01ms        ? ?/sec
physical_plan_clickbench_q15                          1.01      2.0±0.01ms        ? ?/sec     1.00      2.0±0.01ms        ? ?/sec
physical_plan_clickbench_q16                          1.01   1766.3±9.70µs        ? ?/sec     1.00   1740.8±7.55µs        ? ?/sec
physical_plan_clickbench_q17                          1.01   1804.3±5.33µs        ? ?/sec     1.00  1793.9±22.84µs        ? ?/sec
physical_plan_clickbench_q18                          1.00   1656.0±6.45µs        ? ?/sec     1.00   1650.3±6.03µs        ? ?/sec
physical_plan_clickbench_q19                          1.00      2.0±0.01ms        ? ?/sec     1.00   1995.7±6.84µs        ? ?/sec
physical_plan_clickbench_q2                           1.04  1852.7±168.07µs        ? ?/sec    1.00   1779.2±8.58µs        ? ?/sec
physical_plan_clickbench_q20                          1.02   1574.3±5.67µs        ? ?/sec     1.00   1542.2±4.41µs        ? ?/sec
physical_plan_clickbench_q21                          1.00   1712.0±4.79µs        ? ?/sec     1.00   1711.3±5.12µs        ? ?/sec
physical_plan_clickbench_q22                          1.00      2.1±0.00ms        ? ?/sec     1.00      2.1±0.01ms        ? ?/sec
physical_plan_clickbench_q23                          1.00      2.2±0.01ms        ? ?/sec     1.01      2.2±0.01ms        ? ?/sec
physical_plan_clickbench_q24                          1.00      5.1±0.02ms        ? ?/sec     1.00      5.1±0.02ms        ? ?/sec
physical_plan_clickbench_q25                          1.00   1813.3±6.73µs        ? ?/sec     1.00   1809.1±6.06µs        ? ?/sec
physical_plan_clickbench_q26                          1.00   1679.7±4.63µs        ? ?/sec     1.00  1681.2±32.01µs        ? ?/sec
physical_plan_clickbench_q27                          1.01   1855.8±5.10µs        ? ?/sec     1.00   1845.1±9.98µs        ? ?/sec
physical_plan_clickbench_q28                          1.00      2.2±0.01ms        ? ?/sec     1.01      2.2±0.01ms        ? ?/sec
physical_plan_clickbench_q29                          1.00      2.3±0.01ms        ? ?/sec     1.00      2.3±0.02ms        ? ?/sec
physical_plan_clickbench_q3                           1.00   1618.5±5.67µs        ? ?/sec     1.00   1623.5±6.59µs        ? ?/sec
physical_plan_clickbench_q30                          1.00     15.2±0.05ms        ? ?/sec     1.00     15.2±0.09ms        ? ?/sec
physical_plan_clickbench_q31                          1.01      2.3±0.01ms        ? ?/sec     1.00      2.3±0.01ms        ? ?/sec
physical_plan_clickbench_q32                          1.02      2.4±0.01ms        ? ?/sec     1.00      2.3±0.01ms        ? ?/sec
physical_plan_clickbench_q33                          1.03   1995.5±6.36µs        ? ?/sec     1.00   1936.1±6.94µs        ? ?/sec
physical_plan_clickbench_q34                          1.01   1773.1±6.12µs        ? ?/sec     1.00   1749.4±6.72µs        ? ?/sec
physical_plan_clickbench_q35                          1.01   1821.5±4.58µs        ? ?/sec     1.00   1802.2±4.24µs        ? ?/sec
physical_plan_clickbench_q36                          1.01      2.1±0.01ms        ? ?/sec     1.00      2.0±0.01ms        ? ?/sec
physical_plan_clickbench_q37                          1.00      2.4±0.01ms        ? ?/sec     1.01      2.5±0.01ms        ? ?/sec
physical_plan_clickbench_q38                          1.00      2.5±0.01ms        ? ?/sec     1.02      2.5±0.01ms        ? ?/sec
physical_plan_clickbench_q39                          1.00      2.6±0.01ms        ? ?/sec     1.00      2.6±0.01ms        ? ?/sec
physical_plan_clickbench_q4                           1.03   1503.8±4.56µs        ? ?/sec     1.00   1465.5±5.65µs        ? ?/sec
physical_plan_clickbench_q40                          1.00      3.2±0.01ms        ? ?/sec     1.03      3.3±0.01ms        ? ?/sec
physical_plan_clickbench_q41                          1.02      2.8±0.01ms        ? ?/sec     1.00      2.7±0.01ms        ? ?/sec
physical_plan_clickbench_q42                          1.01      2.9±0.01ms        ? ?/sec     1.00      2.8±0.01ms        ? ?/sec
physical_plan_clickbench_q43                          1.01      3.1±0.01ms        ? ?/sec     1.00      3.0±0.01ms        ? ?/sec
physical_plan_clickbench_q44                          1.00   1563.8±4.02µs        ? ?/sec     1.00   1562.6±5.81µs        ? ?/sec
physical_plan_clickbench_q45                          1.02   1605.4±4.77µs        ? ?/sec     1.00   1568.2±4.90µs        ? ?/sec
physical_plan_clickbench_q46                          1.02   1818.8±4.74µs        ? ?/sec     1.00   1787.6±5.71µs        ? ?/sec
physical_plan_clickbench_q47                          1.00      2.4±0.01ms        ? ?/sec     1.01      2.4±0.01ms        ? ?/sec
physical_plan_clickbench_q48                          1.00      2.5±0.01ms        ? ?/sec     1.01      2.6±0.01ms        ? ?/sec
physical_plan_clickbench_q49                          1.01      2.6±0.01ms        ? ?/sec     1.00      2.6±0.01ms        ? ?/sec
physical_plan_clickbench_q5                           1.02  1616.5±49.21µs        ? ?/sec     1.00   1587.2±6.63µs        ? ?/sec
physical_plan_clickbench_q50                          1.00      2.6±0.01ms        ? ?/sec     1.02      2.6±0.01ms        ? ?/sec
physical_plan_clickbench_q51                          1.00   1922.0±5.09µs        ? ?/sec     1.00   1929.2±5.69µs        ? ?/sec
physical_plan_clickbench_q52                          1.01      2.4±0.00ms        ? ?/sec     1.00      2.4±0.01ms        ? ?/sec
physical_plan_clickbench_q53                          1.00   1749.0±4.54µs        ? ?/sec     1.00   1740.6±5.62µs        ? ?/sec
physical_plan_clickbench_q54                          1.00   1746.2±6.31µs        ? ?/sec     1.01   1761.4±6.85µs        ? ?/sec
physical_plan_clickbench_q55                          1.03   1735.5±4.70µs        ? ?/sec     1.00   1680.0±5.08µs        ? ?/sec
physical_plan_clickbench_q56                          1.00   1704.3±3.72µs        ? ?/sec     1.00   1701.0±5.17µs        ? ?/sec
physical_plan_clickbench_q57                          1.00   1798.7±5.59µs        ? ?/sec     1.01  1812.7±13.84µs        ? ?/sec
physical_plan_clickbench_q58                          1.02      2.3±0.00ms        ? ?/sec     1.00      2.2±0.01ms        ? ?/sec
physical_plan_clickbench_q59                          1.01   1714.1±4.59µs        ? ?/sec     1.00   1702.4±5.68µs        ? ?/sec
physical_plan_clickbench_q6                           1.02   1602.4±4.70µs        ? ?/sec     1.00   1578.2±9.35µs        ? ?/sec
physical_plan_clickbench_q60                          1.03   1728.2±4.15µs        ? ?/sec     1.00   1684.0±4.84µs        ? ?/sec
physical_plan_clickbench_q7                           1.00   1417.8±3.76µs        ? ?/sec     1.00  1422.1±24.97µs        ? ?/sec
physical_plan_clickbench_q8                           1.00  1919.1±13.46µs        ? ?/sec     1.00  1917.9±13.66µs        ? ?/sec
physical_plan_clickbench_q9                           1.02  1907.7±16.40µs        ? ?/sec     1.00   1868.4±8.83µs        ? ?/sec
physical_plan_struct_join_agg_sort                    1.00   1247.8±3.13µs        ? ?/sec     1.03   1287.0±5.00µs        ? ?/sec
physical_plan_tpcds_all                               1.01    661.9±0.97ms        ? ?/sec     1.00    655.0±1.04ms        ? ?/sec
physical_plan_tpch_all                                1.01     42.6±0.07ms        ? ?/sec     1.00     42.0±0.06ms        ? ?/sec
physical_plan_tpch_q1                                 1.00   1414.9±8.79µs        ? ?/sec     1.00   1418.4±4.81µs        ? ?/sec
physical_plan_tpch_q10                                1.00      2.4±0.01ms        ? ?/sec     1.00      2.3±0.00ms        ? ?/sec
physical_plan_tpch_q11                                1.02      2.2±0.01ms        ? ?/sec     1.00      2.1±0.00ms        ? ?/sec
physical_plan_tpch_q12                                1.02   1234.5±3.04µs        ? ?/sec     1.00   1209.2±5.19µs        ? ?/sec
physical_plan_tpch_q13                                1.02   1022.2±3.81µs        ? ?/sec     1.00   1002.0±2.37µs        ? ?/sec
physical_plan_tpch_q14                                1.04   1362.4±3.63µs        ? ?/sec     1.00   1311.0±4.83µs        ? ?/sec
physical_plan_tpch_q16                                1.01   1608.3±8.44µs        ? ?/sec     1.00   1589.9±1.93µs        ? ?/sec
physical_plan_tpch_q17                                1.03   1643.0±3.11µs        ? ?/sec     1.00   1593.1±2.97µs        ? ?/sec
physical_plan_tpch_q18                                1.00   1876.9±3.44µs        ? ?/sec     1.01   1890.7±2.99µs        ? ?/sec
physical_plan_tpch_q19                                1.00   1805.7±3.36µs        ? ?/sec     1.00   1800.3±2.37µs        ? ?/sec
physical_plan_tpch_q2                                 1.00      3.5±0.00ms        ? ?/sec     1.02      3.6±0.02ms        ? ?/sec
physical_plan_tpch_q20                                1.01      2.1±0.00ms        ? ?/sec     1.00      2.0±0.00ms        ? ?/sec
physical_plan_tpch_q21                                1.01      2.7±0.00ms        ? ?/sec     1.00      2.7±0.00ms        ? ?/sec
physical_plan_tpch_q22                                1.00   1455.5±2.52µs        ? ?/sec     1.02   1479.8±2.09µs        ? ?/sec
physical_plan_tpch_q3                                 1.00   1753.8±2.97µs        ? ?/sec     1.01  1777.3±18.04µs        ? ?/sec
physical_plan_tpch_q4                                 1.00   1123.2±3.14µs        ? ?/sec     1.02   1142.1±2.57µs        ? ?/sec
physical_plan_tpch_q5                                 1.01      2.5±0.00ms        ? ?/sec     1.00      2.5±0.01ms        ? ?/sec
physical_plan_tpch_q6                                 1.00    576.8±1.41µs        ? ?/sec     1.03    594.4±2.95µs        ? ?/sec
physical_plan_tpch_q7                                 1.00      2.6±0.01ms        ? ?/sec     1.00      2.7±0.00ms        ? ?/sec
physical_plan_tpch_q8                                 1.00      3.6±0.01ms        ? ?/sec     1.01      3.6±0.01ms        ? ?/sec
physical_plan_tpch_q9                                 1.00      2.6±0.00ms        ? ?/sec     1.00      2.6±0.00ms        ? ?/sec
physical_select_aggregates_from_200                   1.01     12.5±0.05ms        ? ?/sec     1.00     12.5±0.02ms        ? ?/sec
physical_select_all_from_1000                         1.00     21.1±0.07ms        ? ?/sec     1.00     21.0±0.06ms        ? ?/sec
physical_select_one_from_700                          1.00    734.3±3.81µs        ? ?/sec     1.00    736.8±2.96µs        ? ?/sec
physical_sorted_union_order_by_10_int64               1.01      3.8±0.07ms        ? ?/sec     1.00      3.8±0.00ms        ? ?/sec
physical_sorted_union_order_by_10_uint64              1.00      7.5±0.01ms        ? ?/sec     1.00      7.5±0.01ms        ? ?/sec
physical_sorted_union_order_by_50_int64               1.02     85.2±0.80ms        ? ?/sec     1.00     83.9±0.18ms        ? ?/sec
physical_sorted_union_order_by_50_uint64              1.00    303.1±0.77ms        ? ?/sec     1.00    302.0±0.82ms        ? ?/sec
physical_theta_join_consider_sort                     1.01   1055.7±3.21µs        ? ?/sec     1.00   1050.0±2.88µs        ? ?/sec
physical_unnest_to_join                               1.03    620.4±1.83µs        ? ?/sec     1.00    602.9±3.27µs        ? ?/sec
physical_window_function_partition_by_12_on_values    1.00    657.6±1.51µs        ? ?/sec     1.03    676.8±1.54µs        ? ?/sec
physical_window_function_partition_by_30_on_values    1.00   1299.5±3.43µs        ? ?/sec     1.02   1325.6±2.43µs        ? ?/sec
physical_window_function_partition_by_4_on_values     1.00    402.7±4.55µs        ? ?/sec     1.01    406.6±1.05µs        ? ?/sec
physical_window_function_partition_by_7_on_values     1.03    508.8±1.74µs        ? ?/sec     1.00    494.3±4.16µs        ? ?/sec
physical_window_function_partition_by_8_on_values     1.02    545.2±1.25µs        ? ?/sec     1.00    533.5±1.41µs        ? ?/sec
with_param_values_many_columns                        1.00    439.9±2.17µs        ? ?/sec     1.00    439.1±2.98µs        ? ?/sec

Resource Usage

sql_planner — base (merge-base)

Metric Value
Wall time 2020.5s
Peak memory 140.9 MiB
Avg memory 92.2 MiB
CPU user 1990.5s
CPU sys 1.4s
Peak spill 0 B

sql_planner — branch

Metric Value
Wall time 1940.4s
Peak memory 137.8 MiB
Avg memory 94.6 MiB
CPU user 1984.7s
CPU sys 1.5s
Peak spill 0 B

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@limadog9

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@kumarUjjawal, could you please take a look at the conflict-resolution merge in 6f71e2e and approve the queued workflows so CI can run?

The update merges main into this branch and resolves the three conflicting blocks in datafusion/physical-plan/src/filter.rs: combining the IsNullExpr and LikeExpr imports, preserving both the PR's string-selectivity helpers and main's filter-statistics helpers, and retaining both sets of tests with the correct function boundaries and test attributes.

GitHub now reports no merge conflicts, and your existing approval is still present. However, the push triggered seven workflows that require maintainer approval. I hadn't accounted for that additional approval step before the update—sorry for the extra interruption.

cargo fmt --all passed. Full workspace Clippy was blocked by Windows protobuf build errors and an existing Windows-only example warning; the focused test run was stopped before completion, so CI validation is still pending.

@limadog9

limadog9 commented Sep 30, 2026 •

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@kumarUjjawal A quick follow-up to my earlier comment: I clicked Update branch afterward, which triggered a fresh set of workflows that are awaiting approval again. I'm still learning the PR process and didn't realize that would require another workflow approval—sorry for the extra step! Could you approve the latest runs whenever you have a chance? No rush, and thanks again for your time and help.

@kumarUjjawal

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@kumarUjjawal A quick follow-up to my earlier comment: I clicked Update branch afterward, which triggered a fresh set of workflows that are awaiting approval again. I'm still learning the PR process and didn't realize that would require another workflow approval—sorry for the extra step! Could you approve the latest runs whenever you have a chance?

No worries. The general workflow is to avoid pushing changes once the pr is already approved unless there are conflict resolution or broken CI.

No rush, and thanks again for your time and help.

Happy to help

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Distinguish string equality, LIKE and NOT LIKE estimates

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