You are viewing a plain text version of this content. The canonical link for it is here.
Posted to github@datafusion.apache.org by "adriangb (via GitHub)" <gi...@apache.org> on 2026/09/25 04:49:15 UTC

[PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

adriangb opened a new pull request, #25729:
URL: https://github.com/apache/datafusion/pull/25729

   ## Which issue does this PR close?
   
   - No issue. Found while working on https://github.com/apache/datafusion/issues/22883.
   
   ## Rationale for this change
   
   When the page index is enabled (the default), a TopK or join dynamic filter does not prune Parquet row groups at runtime if the page index prunes no rows. Disabling the page index makes the same query faster.
   
   TPC-H SF1 `lineitem` (1 file, 53 row groups), default config, debug build:
   
   ```sql
   EXPLAIN ANALYZE SELECT l_orderkey, l_extendedprice FROM lineitem WHERE l_discount < 0.05 ORDER BY l_orderkey LIMIT 10;
   ```
   
   | | `page_index_pages_pruned` | `row_groups_pruned_dynamic_filter` | scan `output_rows` | `bytes_scanned` |
   |---|---|---|---|---|
   | `main`, page index on | 318 total β†’ 318 matched | 0 | 6.00 M | 41.6 MB |
   | `main`, page index off | 0 total β†’ 0 matched | 41 | 1.36 M | 9.4 MB |
   | this PR, page index on | 318 total β†’ 318 matched | 41 | 1.36 M | 9.4 MB |
   
   Cause: page-index pruning installs a `RowSelection` for each row group that it examines, also when the selection skips no rows. `ParquetAccessPlan::prepare` sets `has_row_selection` when any row group has a selection. That flag disables:
   
   - runtime row-group pruning (`RowGroupPruner`, the dynamic filter path), and
   - `reorder_by_statistics` (row-group reordering for sort pushdown / TopK).
   
   Both gates are intentional for real selections (see https://github.com/apache/datafusion/issues/24358). A selection that skips no rows is equal to a full scan, so it must not trigger them.
   
   ## What changes are included in this PR?
   
   `PagePruningAccessPlanFilter::prune_plan_with_page_index_and_metrics` does not install the selection when it skips 0 rows. The row group stays `RowGroupAccess::Scan`. Selections that skip rows are unchanged. Metrics are unchanged.
   
   I did not change the gate in `prepare` to "a selection skips rows". The fix at the source is smaller, and the access plan then does not carry a no-op selection into the decoder.
   
   ## What is the testing strategy for this PR?
   
   - `page_filter.rs`: `page_pruning_that_skips_no_rows_installs_no_selection`. It fails on `main` (the row group is `Selection([select 6])` instead of `Scan`).
   - `dynamic_row_group_pruning.slt`: a TopK query where the page index prunes no page. It shows `row_groups_pruned_dynamic_filter=4` with the page index on and off. On `main` the page-index-on case shows `0`.
   - `cargo test -p datafusion-datasource-parquet`, `cargo test -p datafusion --test parquet_integration` and all sqllogictests pass. No existing expected output changed.
   
   ## Are there any user-facing changes?
   
   No API change. Some scans with the page index enabled prune more row groups at runtime.
   
   πŸ€– Generated with [Claude Code](https://claude.com/claude-code)
   


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangb (via GitHub)" <gi...@apache.org>.
adriangb commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5826927384

   run benchmark tpch tpch10 tpcds clickbench_partitioned


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5827053638

   πŸ€– Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927384)
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c5826927384-2718-4x2qm 6.12.94+ #1 SMP Wed Aug 19 07:47:20 UTC 2026 aarch64 GNU/Linux`
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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 fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark tpcds
   ```
   
   </details>
   
   Results will be posted here when complete
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5826953114

   πŸ€– Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927484)
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c5826927484-2715-knn2c 6.12.94+ #1 SMP Wed Aug 19 07:47:20 UTC 2026 aarch64 GNU/Linux`
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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 fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark clickbench_partitioned
   env:
     DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true"
   ```
   
   </details>
   
   Results will be posted here when complete
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5827114531

   πŸ€– Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927384)
   
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
   
   Comparing fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark tpcds
   ```
   
   </details>
   
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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>
   
   <details><summary>Details</summary>
   <p>
   
   ```
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark tpcds_sf1.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Query     ┃       HEAD ┃ fix-page-index-select-all-selection ┃    Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚    5.81 ms β”‚                             6.10 ms β”‚ no change β”‚
   β”‚ QQuery 2  β”‚   81.65 ms β”‚                            81.27 ms β”‚ no change β”‚
   β”‚ QQuery 3  β”‚   29.30 ms β”‚                            29.06 ms β”‚ no change β”‚
   β”‚ QQuery 4  β”‚  479.05 ms β”‚                           481.61 ms β”‚ no change β”‚
   β”‚ QQuery 5  β”‚   52.13 ms β”‚                            51.20 ms β”‚ no change β”‚
   β”‚ QQuery 6  β”‚   36.75 ms β”‚                            36.25 ms β”‚ no change β”‚
   β”‚ QQuery 7  β”‚   74.81 ms β”‚                            74.46 ms β”‚ no change β”‚
   β”‚ QQuery 8  β”‚   36.61 ms β”‚                            36.46 ms β”‚ no change β”‚
   β”‚ QQuery 9  β”‚   53.35 ms β”‚                            52.71 ms β”‚ no change β”‚
   β”‚ QQuery 10 β”‚   62.07 ms β”‚                            62.16 ms β”‚ no change β”‚
   β”‚ QQuery 11 β”‚  305.62 ms β”‚                           304.86 ms β”‚ no change β”‚
   β”‚ QQuery 12 β”‚   29.48 ms β”‚                            28.92 ms β”‚ no change β”‚
   β”‚ QQuery 13 β”‚  119.21 ms β”‚                           119.86 ms β”‚ no change β”‚
   β”‚ QQuery 14 β”‚  400.36 ms β”‚                           400.15 ms β”‚ no change β”‚
   β”‚ QQuery 15 β”‚   57.13 ms β”‚                            58.27 ms β”‚ no change β”‚
   β”‚ QQuery 16 β”‚    6.86 ms β”‚                             7.01 ms β”‚ no change β”‚
   β”‚ QQuery 17 β”‚   79.63 ms β”‚                            79.94 ms β”‚ no change β”‚
   β”‚ QQuery 18 β”‚  106.57 ms β”‚                           106.84 ms β”‚ no change β”‚
   β”‚ QQuery 19 β”‚   42.11 ms β”‚                            42.01 ms β”‚ no change β”‚
   β”‚ QQuery 20 β”‚   36.52 ms β”‚                            36.24 ms β”‚ no change β”‚
   β”‚ QQuery 21 β”‚   17.58 ms β”‚                            17.49 ms β”‚ no change β”‚
   β”‚ QQuery 22 β”‚   66.50 ms β”‚                            66.87 ms β”‚ no change β”‚
   β”‚ QQuery 23 β”‚  322.83 ms β”‚                           322.70 ms β”‚ no change β”‚
   β”‚ QQuery 24 β”‚  204.28 ms β”‚                           201.81 ms β”‚ no change β”‚
   β”‚ QQuery 25 β”‚  110.14 ms β”‚                           108.56 ms β”‚ no change β”‚
   β”‚ QQuery 26 β”‚   49.01 ms β”‚                            48.53 ms β”‚ no change β”‚
   β”‚ QQuery 27 β”‚    6.20 ms β”‚                             6.33 ms β”‚ no change β”‚
   β”‚ QQuery 28 β”‚   56.17 ms β”‚                            58.19 ms β”‚ no change β”‚
   β”‚ QQuery 29 β”‚   96.30 ms β”‚                            95.75 ms β”‚ no change β”‚
   β”‚ QQuery 30 β”‚   33.66 ms β”‚                            32.86 ms β”‚ no change β”‚
   β”‚ QQuery 31 β”‚  111.87 ms β”‚                           110.72 ms β”‚ no change β”‚
   β”‚ QQuery 32 β”‚   21.57 ms β”‚                            21.86 ms β”‚ no change β”‚
   β”‚ QQuery 33 β”‚   37.79 ms β”‚                            38.25 ms β”‚ no change β”‚
   β”‚ QQuery 34 β”‚   10.56 ms β”‚                            10.54 ms β”‚ no change β”‚
   β”‚ QQuery 35 β”‚   75.44 ms β”‚                            74.45 ms β”‚ no change β”‚
   β”‚ QQuery 36 β”‚    6.04 ms β”‚                             6.12 ms β”‚ no change β”‚
   β”‚ QQuery 37 β”‚    7.26 ms β”‚                             7.24 ms β”‚ no change β”‚
   β”‚ QQuery 38 β”‚   64.46 ms β”‚                            64.18 ms β”‚ no change β”‚
   β”‚ QQuery 39 β”‚   76.11 ms β”‚                            75.75 ms β”‚ no change β”‚
   β”‚ QQuery 40 β”‚   24.44 ms β”‚                            24.59 ms β”‚ no change β”‚
   β”‚ QQuery 41 β”‚   11.97 ms β”‚                            11.99 ms β”‚ no change β”‚
   β”‚ QQuery 42 β”‚   24.44 ms β”‚                            24.28 ms β”‚ no change β”‚
   β”‚ QQuery 43 β”‚    5.64 ms β”‚                             5.64 ms β”‚ no change β”‚
   β”‚ QQuery 44 β”‚   10.02 ms β”‚                             9.84 ms β”‚ no change β”‚
   β”‚ QQuery 45 β”‚   41.49 ms β”‚                            40.61 ms β”‚ no change β”‚
   β”‚ QQuery 46 β”‚   12.51 ms β”‚                            12.32 ms β”‚ no change β”‚
   β”‚ QQuery 47 β”‚  242.82 ms β”‚                           232.54 ms β”‚ no change β”‚
   β”‚ QQuery 48 β”‚   97.84 ms β”‚                            96.72 ms β”‚ no change β”‚
   β”‚ QQuery 49 β”‚   71.74 ms β”‚                            72.41 ms β”‚ no change β”‚
   β”‚ QQuery 50 β”‚   59.14 ms β”‚                            59.42 ms β”‚ no change β”‚
   β”‚ QQuery 51 β”‚   94.15 ms β”‚                            92.58 ms β”‚ no change β”‚
   β”‚ QQuery 52 β”‚   24.71 ms β”‚                            24.46 ms β”‚ no change β”‚
   β”‚ QQuery 53 β”‚   29.59 ms β”‚                            29.61 ms β”‚ no change β”‚
   β”‚ QQuery 54 β”‚   54.51 ms β”‚                            54.81 ms β”‚ no change β”‚
   β”‚ QQuery 55 β”‚   24.06 ms β”‚                            24.09 ms β”‚ no change β”‚
   β”‚ QQuery 56 β”‚   39.65 ms β”‚                            39.42 ms β”‚ no change β”‚
   β”‚ QQuery 57 β”‚  170.79 ms β”‚                           170.70 ms β”‚ no change β”‚
   β”‚ QQuery 58 β”‚  109.57 ms β”‚                           110.28 ms β”‚ no change β”‚
   β”‚ QQuery 59 β”‚  118.24 ms β”‚                           117.23 ms β”‚ no change β”‚
   β”‚ QQuery 60 β”‚   39.77 ms β”‚                            39.35 ms β”‚ no change β”‚
   β”‚ QQuery 61 β”‚   12.07 ms β”‚                            12.22 ms β”‚ no change β”‚
   β”‚ QQuery 62 β”‚   44.32 ms β”‚                            44.65 ms β”‚ no change β”‚
   β”‚ QQuery 63 β”‚   29.77 ms β”‚                            29.62 ms β”‚ no change β”‚
   β”‚ QQuery 64 β”‚  368.53 ms β”‚                           368.25 ms β”‚ no change β”‚
   β”‚ QQuery 65 β”‚  133.81 ms β”‚                           131.08 ms β”‚ no change β”‚
   β”‚ QQuery 66 β”‚   77.63 ms β”‚                            78.20 ms β”‚ no change β”‚
   β”‚ QQuery 67 β”‚  262.32 ms β”‚                           260.72 ms β”‚ no change β”‚
   β”‚ QQuery 68 β”‚   12.12 ms β”‚                            12.53 ms β”‚ no change β”‚
   β”‚ QQuery 69 β”‚   57.10 ms β”‚                            57.16 ms β”‚ no change β”‚
   β”‚ QQuery 70 β”‚  104.80 ms β”‚                           104.50 ms β”‚ no change β”‚
   β”‚ QQuery 71 β”‚   36.25 ms β”‚                            35.64 ms β”‚ no change β”‚
   β”‚ QQuery 72 β”‚ 1790.36 ms β”‚                          1823.09 ms β”‚ no change β”‚
   β”‚ QQuery 73 β”‚   10.18 ms β”‚                            10.54 ms β”‚ no change β”‚
   β”‚ QQuery 74 β”‚  176.27 ms β”‚                           173.11 ms β”‚ no change β”‚
   β”‚ QQuery 75 β”‚  143.93 ms β”‚                           143.35 ms β”‚ no change β”‚
   β”‚ QQuery 76 β”‚   35.37 ms β”‚                            35.25 ms β”‚ no change β”‚
   β”‚ QQuery 77 β”‚   61.18 ms β”‚                            61.67 ms β”‚ no change β”‚
   β”‚ QQuery 78 β”‚  169.67 ms β”‚                           169.43 ms β”‚ no change β”‚
   β”‚ QQuery 79 β”‚   67.58 ms β”‚                            68.01 ms β”‚ no change β”‚
   β”‚ QQuery 80 β”‚   98.63 ms β”‚                            96.74 ms β”‚ no change β”‚
   β”‚ QQuery 81 β”‚   26.92 ms β”‚                            26.84 ms β”‚ no change β”‚
   β”‚ QQuery 82 β”‚   17.08 ms β”‚                            17.19 ms β”‚ no change β”‚
   β”‚ QQuery 83 β”‚   34.14 ms β”‚                            34.47 ms β”‚ no change β”‚
   β”‚ QQuery 84 β”‚   30.12 ms β”‚                            30.00 ms β”‚ no change β”‚
   β”‚ QQuery 85 β”‚  106.02 ms β”‚                           104.37 ms β”‚ no change β”‚
   β”‚ QQuery 86 β”‚   25.59 ms β”‚                            26.37 ms β”‚ no change β”‚
   β”‚ QQuery 87 β”‚   64.58 ms β”‚                            64.35 ms β”‚ no change β”‚
   β”‚ QQuery 88 β”‚   62.08 ms β”‚                            62.50 ms β”‚ no change β”‚
   β”‚ QQuery 89 β”‚   35.62 ms β”‚                            35.72 ms β”‚ no change β”‚
   β”‚ QQuery 90 β”‚   17.21 ms β”‚                            17.47 ms β”‚ no change β”‚
   β”‚ QQuery 91 β”‚   44.92 ms β”‚                            45.93 ms β”‚ no change β”‚
   β”‚ QQuery 92 β”‚   30.56 ms β”‚                            30.81 ms β”‚ no change β”‚
   β”‚ QQuery 93 β”‚   50.41 ms β”‚                            50.20 ms β”‚ no change β”‚
   β”‚ QQuery 94 β”‚   39.31 ms β”‚                            39.21 ms β”‚ no change β”‚
   β”‚ QQuery 95 β”‚   81.86 ms β”‚                            81.90 ms β”‚ no change β”‚
   β”‚ QQuery 96 β”‚   24.10 ms β”‚                            24.12 ms β”‚ no change β”‚
   β”‚ QQuery 97 β”‚   52.25 ms β”‚                            51.67 ms β”‚ no change β”‚
   β”‚ QQuery 98 β”‚   43.44 ms β”‚                            43.69 ms β”‚ no change β”‚
   β”‚ QQuery 99 β”‚   65.95 ms β”‚                            65.63 ms β”‚ no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃           ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 9319.90ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 9324.64ms β”‚
   β”‚ Average Time (HEAD)                                β”‚   94.14ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚   94.19ms β”‚
   β”‚ Queries Faster                                     β”‚         0 β”‚
   β”‚ Queries Slower                                     β”‚         0 β”‚
   β”‚ Queries with No Change                             β”‚        99 β”‚
   β”‚ Queries with Failure                               β”‚         0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   
   Distribution per query (min / mean Β±stddev / max):
   
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark tpcds_sf1.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query     ┃                                  HEAD ┃   fix-page-index-select-all-selection ┃        Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚           5.81 / 6.44 Β±0.97 / 8.36 ms β”‚           6.10 / 6.62 Β±0.88 / 8.37 ms β”‚     no change β”‚
   β”‚ QQuery 2  β”‚        81.65 / 82.03 Β±0.32 / 82.58 ms β”‚        81.27 / 81.55 Β±0.24 / 81.88 ms β”‚     no change β”‚
   β”‚ QQuery 3  β”‚        29.30 / 29.62 Β±0.23 / 29.81 ms β”‚        29.06 / 29.36 Β±0.39 / 30.08 ms β”‚     no change β”‚
   β”‚ QQuery 4  β”‚     479.05 / 485.71 Β±3.93 / 490.36 ms β”‚     481.61 / 486.73 Β±3.46 / 492.45 ms β”‚     no change β”‚
   β”‚ QQuery 5  β”‚        52.13 / 52.79 Β±0.69 / 54.06 ms β”‚        51.20 / 51.90 Β±0.76 / 53.38 ms β”‚     no change β”‚
   β”‚ QQuery 6  β”‚        36.75 / 36.94 Β±0.16 / 37.16 ms β”‚        36.25 / 36.50 Β±0.28 / 37.01 ms β”‚     no change β”‚
   β”‚ QQuery 7  β”‚        74.81 / 75.35 Β±0.78 / 76.90 ms β”‚        74.46 / 74.95 Β±0.27 / 75.21 ms β”‚     no change β”‚
   β”‚ QQuery 8  β”‚        36.61 / 36.93 Β±0.28 / 37.44 ms β”‚        36.46 / 37.93 Β±2.49 / 42.90 ms β”‚     no change β”‚
   β”‚ QQuery 9  β”‚        53.35 / 54.10 Β±0.40 / 54.47 ms β”‚        52.71 / 54.70 Β±1.53 / 56.78 ms β”‚     no change β”‚
   β”‚ QQuery 10 β”‚        62.07 / 62.27 Β±0.15 / 62.50 ms β”‚        62.16 / 62.53 Β±0.30 / 63.04 ms β”‚     no change β”‚
   β”‚ QQuery 11 β”‚     305.62 / 307.77 Β±1.38 / 309.69 ms β”‚     304.86 / 308.62 Β±3.32 / 313.21 ms β”‚     no change β”‚
   β”‚ QQuery 12 β”‚        29.48 / 29.88 Β±0.53 / 30.93 ms β”‚        28.92 / 29.64 Β±0.42 / 30.19 ms β”‚     no change β”‚
   β”‚ QQuery 13 β”‚     119.21 / 120.70 Β±1.05 / 122.09 ms β”‚     119.86 / 120.51 Β±0.54 / 121.18 ms β”‚     no change β”‚
   β”‚ QQuery 14 β”‚     400.36 / 402.82 Β±1.77 / 405.53 ms β”‚     400.15 / 402.70 Β±1.83 / 405.84 ms β”‚     no change β”‚
   β”‚ QQuery 15 β”‚        57.13 / 59.18 Β±2.26 / 63.54 ms β”‚        58.27 / 61.10 Β±2.80 / 66.35 ms β”‚     no change β”‚
   β”‚ QQuery 16 β”‚           6.86 / 6.94 Β±0.10 / 7.12 ms β”‚           7.01 / 7.19 Β±0.14 / 7.43 ms β”‚     no change β”‚
   β”‚ QQuery 17 β”‚        79.63 / 80.91 Β±1.27 / 83.11 ms β”‚        79.94 / 80.94 Β±1.24 / 83.36 ms β”‚     no change β”‚
   β”‚ QQuery 18 β”‚     106.57 / 108.86 Β±2.40 / 113.12 ms β”‚     106.84 / 108.51 Β±1.85 / 111.46 ms β”‚     no change β”‚
   β”‚ QQuery 19 β”‚        42.11 / 42.41 Β±0.26 / 42.88 ms β”‚        42.01 / 42.27 Β±0.21 / 42.65 ms β”‚     no change β”‚
   β”‚ QQuery 20 β”‚        36.52 / 37.37 Β±0.70 / 38.51 ms β”‚        36.24 / 36.68 Β±0.46 / 37.49 ms β”‚     no change β”‚
   β”‚ QQuery 21 β”‚        17.58 / 17.87 Β±0.26 / 18.32 ms β”‚        17.49 / 17.70 Β±0.16 / 17.88 ms β”‚     no change β”‚
   β”‚ QQuery 22 β”‚        66.50 / 68.24 Β±1.70 / 71.20 ms β”‚        66.87 / 68.36 Β±1.52 / 71.16 ms β”‚     no change β”‚
   β”‚ QQuery 23 β”‚     322.83 / 326.29 Β±3.17 / 330.90 ms β”‚     322.70 / 329.10 Β±3.54 / 332.59 ms β”‚     no change β”‚
   β”‚ QQuery 24 β”‚     204.28 / 210.34 Β±5.23 / 218.97 ms β”‚     201.81 / 205.99 Β±3.28 / 211.64 ms β”‚     no change β”‚
   β”‚ QQuery 25 β”‚     110.14 / 112.34 Β±1.51 / 114.52 ms β”‚     108.56 / 110.87 Β±2.69 / 116.02 ms β”‚     no change β”‚
   β”‚ QQuery 26 β”‚        49.01 / 49.28 Β±0.19 / 49.57 ms β”‚        48.53 / 48.85 Β±0.28 / 49.32 ms β”‚     no change β”‚
   β”‚ QQuery 27 β”‚           6.20 / 6.41 Β±0.16 / 6.58 ms β”‚           6.33 / 6.53 Β±0.15 / 6.76 ms β”‚     no change β”‚
   β”‚ QQuery 28 β”‚        56.17 / 59.69 Β±2.12 / 61.59 ms β”‚        58.19 / 61.20 Β±1.60 / 62.65 ms β”‚     no change β”‚
   β”‚ QQuery 29 β”‚       96.30 / 98.94 Β±2.61 / 103.32 ms β”‚        95.75 / 96.60 Β±0.61 / 97.30 ms β”‚     no change β”‚
   β”‚ QQuery 30 β”‚        33.66 / 34.02 Β±0.26 / 34.41 ms β”‚        32.86 / 33.20 Β±0.22 / 33.47 ms β”‚     no change β”‚
   β”‚ QQuery 31 β”‚     111.87 / 112.85 Β±0.91 / 114.25 ms β”‚     110.72 / 112.01 Β±0.89 / 113.06 ms β”‚     no change β”‚
   β”‚ QQuery 32 β”‚        21.57 / 21.78 Β±0.17 / 22.01 ms β”‚        21.86 / 22.58 Β±1.18 / 24.93 ms β”‚     no change β”‚
   β”‚ QQuery 33 β”‚        37.79 / 38.56 Β±0.65 / 39.64 ms β”‚        38.25 / 38.89 Β±0.44 / 39.52 ms β”‚     no change β”‚
   β”‚ QQuery 34 β”‚        10.56 / 10.92 Β±0.30 / 11.47 ms β”‚        10.54 / 10.62 Β±0.05 / 10.66 ms β”‚     no change β”‚
   β”‚ QQuery 35 β”‚        75.44 / 77.35 Β±2.24 / 81.74 ms β”‚        74.45 / 75.42 Β±0.69 / 76.28 ms β”‚     no change β”‚
   β”‚ QQuery 36 β”‚           6.04 / 6.18 Β±0.11 / 6.38 ms β”‚           6.12 / 6.21 Β±0.12 / 6.44 ms β”‚     no change β”‚
   β”‚ QQuery 37 β”‚           7.26 / 7.42 Β±0.15 / 7.67 ms β”‚           7.24 / 7.29 Β±0.05 / 7.38 ms β”‚     no change β”‚
   β”‚ QQuery 38 β”‚        64.46 / 65.46 Β±0.64 / 66.46 ms β”‚        64.18 / 64.42 Β±0.17 / 64.61 ms β”‚     no change β”‚
   β”‚ QQuery 39 β”‚        76.11 / 76.71 Β±0.52 / 77.52 ms β”‚        75.75 / 77.43 Β±2.11 / 81.59 ms β”‚     no change β”‚
   β”‚ QQuery 40 β”‚        24.44 / 26.41 Β±2.73 / 31.80 ms β”‚        24.59 / 24.78 Β±0.19 / 25.11 ms β”‚ +1.07x faster β”‚
   β”‚ QQuery 41 β”‚        11.97 / 12.13 Β±0.12 / 12.32 ms β”‚        11.99 / 12.18 Β±0.13 / 12.35 ms β”‚     no change β”‚
   β”‚ QQuery 42 β”‚        24.44 / 25.26 Β±0.45 / 25.77 ms β”‚        24.28 / 24.52 Β±0.35 / 25.19 ms β”‚     no change β”‚
   β”‚ QQuery 43 β”‚           5.64 / 5.74 Β±0.06 / 5.83 ms β”‚           5.64 / 5.78 Β±0.10 / 5.92 ms β”‚     no change β”‚
   β”‚ QQuery 44 β”‚        10.02 / 10.16 Β±0.16 / 10.46 ms β”‚          9.84 / 9.97 Β±0.09 / 10.05 ms β”‚     no change β”‚
   β”‚ QQuery 45 β”‚        41.49 / 42.59 Β±0.96 / 43.76 ms β”‚        40.61 / 42.55 Β±1.78 / 45.77 ms β”‚     no change β”‚
   β”‚ QQuery 46 β”‚        12.51 / 13.08 Β±0.60 / 14.09 ms β”‚        12.32 / 13.30 Β±0.85 / 14.88 ms β”‚     no change β”‚
   β”‚ QQuery 47 β”‚     242.82 / 245.24 Β±2.47 / 249.66 ms β”‚     232.54 / 241.69 Β±5.50 / 249.25 ms β”‚     no change β”‚
   β”‚ QQuery 48 β”‚      97.84 / 100.71 Β±4.06 / 108.74 ms β”‚        96.72 / 97.13 Β±0.35 / 97.60 ms β”‚     no change β”‚
   β”‚ QQuery 49 β”‚        71.74 / 73.02 Β±1.46 / 75.60 ms β”‚        72.41 / 74.57 Β±2.39 / 78.89 ms β”‚     no change β”‚
   β”‚ QQuery 50 β”‚        59.14 / 59.85 Β±0.91 / 61.55 ms β”‚        59.42 / 59.78 Β±0.25 / 60.13 ms β”‚     no change β”‚
   β”‚ QQuery 51 β”‚        94.15 / 96.47 Β±1.66 / 98.20 ms β”‚        92.58 / 94.49 Β±1.18 / 96.28 ms β”‚     no change β”‚
   β”‚ QQuery 52 β”‚        24.71 / 25.07 Β±0.33 / 25.56 ms β”‚        24.46 / 24.98 Β±0.47 / 25.85 ms β”‚     no change β”‚
   β”‚ QQuery 53 β”‚        29.59 / 29.87 Β±0.18 / 30.12 ms β”‚        29.61 / 29.99 Β±0.27 / 30.39 ms β”‚     no change β”‚
   β”‚ QQuery 54 β”‚        54.51 / 55.09 Β±0.34 / 55.58 ms β”‚        54.81 / 55.45 Β±0.45 / 56.17 ms β”‚     no change β”‚
   β”‚ QQuery 55 β”‚        24.06 / 26.90 Β±3.94 / 34.71 ms β”‚        24.09 / 24.32 Β±0.15 / 24.56 ms β”‚ +1.11x faster β”‚
   β”‚ QQuery 56 β”‚        39.65 / 40.25 Β±0.47 / 40.70 ms β”‚        39.42 / 40.08 Β±0.90 / 41.85 ms β”‚     no change β”‚
   β”‚ QQuery 57 β”‚     170.79 / 173.99 Β±4.66 / 182.85 ms β”‚     170.70 / 173.59 Β±2.02 / 177.03 ms β”‚     no change β”‚
   β”‚ QQuery 58 β”‚     109.57 / 110.45 Β±0.90 / 112.08 ms β”‚     110.28 / 111.39 Β±0.58 / 111.85 ms β”‚     no change β”‚
   β”‚ QQuery 59 β”‚     118.24 / 119.52 Β±2.20 / 123.90 ms β”‚     117.23 / 118.05 Β±0.56 / 118.72 ms β”‚     no change β”‚
   β”‚ QQuery 60 β”‚        39.77 / 40.59 Β±0.62 / 41.43 ms β”‚        39.35 / 39.98 Β±0.54 / 40.74 ms β”‚     no change β”‚
   β”‚ QQuery 61 β”‚        12.07 / 12.22 Β±0.11 / 12.42 ms β”‚        12.22 / 12.34 Β±0.08 / 12.45 ms β”‚     no change β”‚
   β”‚ QQuery 62 β”‚        44.32 / 44.67 Β±0.29 / 45.14 ms β”‚        44.65 / 45.82 Β±1.74 / 49.28 ms β”‚     no change β”‚
   β”‚ QQuery 63 β”‚        29.77 / 30.35 Β±0.56 / 31.43 ms β”‚        29.62 / 29.97 Β±0.36 / 30.67 ms β”‚     no change β”‚
   β”‚ QQuery 64 β”‚     368.53 / 372.91 Β±2.90 / 377.12 ms β”‚     368.25 / 373.28 Β±2.93 / 377.22 ms β”‚     no change β”‚
   β”‚ QQuery 65 β”‚     133.81 / 137.76 Β±3.36 / 143.71 ms β”‚     131.08 / 132.94 Β±1.47 / 134.57 ms β”‚     no change β”‚
   β”‚ QQuery 66 β”‚        77.63 / 79.04 Β±0.77 / 79.91 ms β”‚        78.20 / 83.11 Β±4.66 / 90.82 ms β”‚  1.05x slower β”‚
   β”‚ QQuery 67 β”‚     262.32 / 269.37 Β±5.95 / 278.82 ms β”‚     260.72 / 267.45 Β±4.37 / 273.97 ms β”‚     no change β”‚
   β”‚ QQuery 68 β”‚        12.12 / 12.30 Β±0.12 / 12.45 ms β”‚        12.53 / 12.76 Β±0.19 / 13.04 ms β”‚     no change β”‚
   β”‚ QQuery 69 β”‚        57.10 / 57.73 Β±0.54 / 58.69 ms β”‚        57.16 / 57.99 Β±0.88 / 59.65 ms β”‚     no change β”‚
   β”‚ QQuery 70 β”‚     104.80 / 108.69 Β±6.52 / 121.71 ms β”‚     104.50 / 109.43 Β±6.17 / 121.62 ms β”‚     no change β”‚
   β”‚ QQuery 71 β”‚        36.25 / 36.78 Β±0.53 / 37.71 ms β”‚        35.64 / 36.18 Β±0.40 / 36.87 ms β”‚     no change β”‚
   β”‚ QQuery 72 β”‚ 1790.36 / 1848.12 Β±47.34 / 1924.51 ms β”‚ 1823.09 / 1878.14 Β±41.02 / 1925.91 ms β”‚     no change β”‚
   β”‚ QQuery 73 β”‚        10.18 / 10.70 Β±0.37 / 11.18 ms β”‚        10.54 / 11.48 Β±0.99 / 12.95 ms β”‚  1.07x slower β”‚
   β”‚ QQuery 74 β”‚     176.27 / 180.05 Β±3.25 / 186.10 ms β”‚     173.11 / 176.58 Β±2.33 / 179.98 ms β”‚     no change β”‚
   β”‚ QQuery 75 β”‚     143.93 / 147.54 Β±3.78 / 154.74 ms β”‚     143.35 / 144.59 Β±0.79 / 145.82 ms β”‚     no change β”‚
   β”‚ QQuery 76 β”‚        35.37 / 35.90 Β±0.97 / 37.84 ms β”‚        35.25 / 35.54 Β±0.16 / 35.69 ms β”‚     no change β”‚
   β”‚ QQuery 77 β”‚        61.18 / 61.88 Β±0.38 / 62.28 ms β”‚        61.67 / 62.69 Β±0.66 / 63.38 ms β”‚     no change β”‚
   β”‚ QQuery 78 β”‚     169.67 / 172.61 Β±2.60 / 176.33 ms β”‚     169.43 / 177.80 Β±7.86 / 190.66 ms β”‚     no change β”‚
   β”‚ QQuery 79 β”‚        67.58 / 67.84 Β±0.40 / 68.63 ms β”‚        68.01 / 68.23 Β±0.20 / 68.54 ms β”‚     no change β”‚
   β”‚ QQuery 80 β”‚       98.63 / 99.91 Β±1.04 / 101.72 ms β”‚       96.74 / 99.16 Β±1.50 / 101.02 ms β”‚     no change β”‚
   β”‚ QQuery 81 β”‚        26.92 / 27.49 Β±0.31 / 27.83 ms β”‚        26.84 / 29.13 Β±4.03 / 37.16 ms β”‚  1.06x slower β”‚
   β”‚ QQuery 82 β”‚        17.08 / 17.32 Β±0.14 / 17.45 ms β”‚        17.19 / 17.52 Β±0.27 / 17.91 ms β”‚     no change β”‚
   β”‚ QQuery 83 β”‚        34.14 / 34.33 Β±0.17 / 34.58 ms β”‚        34.47 / 34.77 Β±0.31 / 35.32 ms β”‚     no change β”‚
   β”‚ QQuery 84 β”‚        30.12 / 30.53 Β±0.51 / 31.51 ms β”‚        30.00 / 30.75 Β±0.65 / 31.64 ms β”‚     no change β”‚
   β”‚ QQuery 85 β”‚     106.02 / 108.58 Β±3.73 / 115.93 ms β”‚     104.37 / 108.81 Β±5.76 / 120.08 ms β”‚     no change β”‚
   β”‚ QQuery 86 β”‚        25.59 / 26.03 Β±0.26 / 26.38 ms β”‚        26.37 / 26.76 Β±0.28 / 27.25 ms β”‚     no change β”‚
   β”‚ QQuery 87 β”‚        64.58 / 65.54 Β±0.77 / 66.87 ms β”‚        64.35 / 65.71 Β±0.86 / 66.85 ms β”‚     no change β”‚
   β”‚ QQuery 88 β”‚        62.08 / 63.39 Β±1.07 / 65.35 ms β”‚        62.50 / 62.92 Β±0.42 / 63.67 ms β”‚     no change β”‚
   β”‚ QQuery 89 β”‚        35.62 / 37.13 Β±1.18 / 39.23 ms β”‚        35.72 / 36.19 Β±0.31 / 36.50 ms β”‚     no change β”‚
   β”‚ QQuery 90 β”‚        17.21 / 17.39 Β±0.09 / 17.46 ms β”‚        17.47 / 19.40 Β±3.55 / 26.48 ms β”‚  1.12x slower β”‚
   β”‚ QQuery 91 β”‚        44.92 / 45.38 Β±0.43 / 46.19 ms β”‚        45.93 / 46.28 Β±0.30 / 46.69 ms β”‚     no change β”‚
   β”‚ QQuery 92 β”‚        30.56 / 30.94 Β±0.24 / 31.27 ms β”‚        30.81 / 30.96 Β±0.10 / 31.10 ms β”‚     no change β”‚
   β”‚ QQuery 93 β”‚        50.41 / 50.90 Β±0.31 / 51.20 ms β”‚        50.20 / 50.82 Β±0.61 / 51.63 ms β”‚     no change β”‚
   β”‚ QQuery 94 β”‚        39.31 / 39.91 Β±0.33 / 40.28 ms β”‚        39.21 / 40.24 Β±1.09 / 42.36 ms β”‚     no change β”‚
   β”‚ QQuery 95 β”‚        81.86 / 84.18 Β±2.26 / 88.43 ms β”‚        81.90 / 83.41 Β±1.19 / 85.13 ms β”‚     no change β”‚
   β”‚ QQuery 96 β”‚        24.10 / 24.32 Β±0.12 / 24.44 ms β”‚        24.12 / 24.24 Β±0.15 / 24.53 ms β”‚     no change β”‚
   β”‚ QQuery 97 β”‚        52.25 / 55.14 Β±3.88 / 62.80 ms β”‚        51.67 / 53.44 Β±1.53 / 55.42 ms β”‚     no change β”‚
   β”‚ QQuery 98 β”‚        43.44 / 43.87 Β±0.46 / 44.69 ms β”‚        43.69 / 44.76 Β±0.84 / 46.03 ms β”‚     no change β”‚
   β”‚ QQuery 99 β”‚        65.95 / 66.32 Β±0.37 / 66.93 ms β”‚        65.63 / 67.54 Β±2.07 / 71.57 ms β”‚     no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃           ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 9507.10ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 9521.91ms β”‚
   β”‚ Average Time (HEAD)                                β”‚   96.03ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚   96.18ms β”‚
   β”‚ Queries Faster                                     β”‚         2 β”‚
   β”‚ Queries Slower                                     β”‚         4 β”‚
   β”‚ Queries with No Change                             β”‚        93 β”‚
   β”‚ Queries with Failure                               β”‚         0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ```
   
   </p>
   </details>
   
   <details><summary>Resource Usage</summary>
   
   **tpcds β€” base (merge-base)**
   | Metric | Value |
   |--------|-------|
   | Wall time | 50.0s |
   | Peak memory | 2.1 GiB |
   | Avg memory | 1.4 GiB |
   | CPU user | 204.2s |
   | CPU sys | 6.1s |
   | Peak spill | 0 B |
   
   **tpcds β€” branch**
   | Metric | Value |
   |--------|-------|
   | Wall time | 50.0s |
   | Peak memory | 2.0 GiB |
   | Avg memory | 1.3 GiB |
   | CPU user | 204.7s |
   | CPU sys | 5.8s |
   | Peak spill | 0 B |
   
   </details>
   
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5826952922

   πŸ€– Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927484)
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c5826927484-2713-m5h98 6.12.94+ #1 SMP Wed Aug 19 07:47:20 UTC 2026 aarch64 GNU/Linux`
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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 fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark tpch10
   env:
     DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true"
   ```
   
   </details>
   
   Results will be posted here when complete
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5827051824

   πŸ€– Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927484)
   
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
   
   Comparing fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark tpcds
   env:
     DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true"
   ```
   
   </details>
   
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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>
   
   <details><summary>Details</summary>
   <p>
   
   ```
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark tpcds_sf1.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Query     ┃      HEAD ┃ fix-page-index-select-all-selection ┃    Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚   5.09 ms β”‚                             5.13 ms β”‚ no change β”‚
   β”‚ QQuery 2  β”‚  44.88 ms β”‚                            44.84 ms β”‚ no change β”‚
   β”‚ QQuery 3  β”‚  26.14 ms β”‚                            26.52 ms β”‚ no change β”‚
   β”‚ QQuery 4  β”‚ 343.11 ms β”‚                           342.94 ms β”‚ no change β”‚
   β”‚ QQuery 5  β”‚  47.26 ms β”‚                            47.50 ms β”‚ no change β”‚
   β”‚ QQuery 6  β”‚  36.12 ms β”‚                            35.74 ms β”‚ no change β”‚
   β”‚ QQuery 7  β”‚  81.52 ms β”‚                            82.18 ms β”‚ no change β”‚
   β”‚ QQuery 8  β”‚  14.49 ms β”‚                            14.83 ms β”‚ no change β”‚
   β”‚ QQuery 9  β”‚ 110.32 ms β”‚                           114.74 ms β”‚ no change β”‚
   β”‚ QQuery 10 β”‚  71.85 ms β”‚                            71.48 ms β”‚ no change β”‚
   β”‚ QQuery 11 β”‚ 210.64 ms β”‚                           213.13 ms β”‚ no change β”‚
   β”‚ QQuery 12 β”‚  27.37 ms β”‚                            27.64 ms β”‚ no change β”‚
   β”‚ QQuery 13 β”‚ 113.76 ms β”‚                           113.83 ms β”‚ no change β”‚
   β”‚ QQuery 14 β”‚ 426.33 ms β”‚                           428.81 ms β”‚ no change β”‚
   β”‚ QQuery 15 β”‚  22.90 ms β”‚                            23.08 ms β”‚ no change β”‚
   β”‚ QQuery 16 β”‚   5.98 ms β”‚                             5.85 ms β”‚ no change β”‚
   β”‚ QQuery 17 β”‚ 114.38 ms β”‚                           114.32 ms β”‚ no change β”‚
   β”‚ QQuery 18 β”‚ 157.38 ms β”‚                           160.17 ms β”‚ no change β”‚
   β”‚ QQuery 19 β”‚  39.09 ms β”‚                            39.22 ms β”‚ no change β”‚
   β”‚ QQuery 20 β”‚  30.75 ms β”‚                            31.14 ms β”‚ no change β”‚
   β”‚ QQuery 21 β”‚  19.12 ms β”‚                            18.86 ms β”‚ no change β”‚
   β”‚ QQuery 22 β”‚  60.98 ms β”‚                            60.82 ms β”‚ no change β”‚
   β”‚ QQuery 23 β”‚ 373.04 ms β”‚                           372.34 ms β”‚ no change β”‚
   β”‚ QQuery 24 β”‚ 163.03 ms β”‚                           165.06 ms β”‚ no change β”‚
   β”‚ QQuery 25 β”‚ 115.45 ms β”‚                           115.76 ms β”‚ no change β”‚
   β”‚ QQuery 26 β”‚  63.01 ms β”‚                            63.60 ms β”‚ no change β”‚
   β”‚ QQuery 27 β”‚   5.83 ms β”‚                             5.83 ms β”‚ no change β”‚
   β”‚ QQuery 28 β”‚  75.07 ms β”‚                            74.08 ms β”‚ no change β”‚
   β”‚ QQuery 29 β”‚ 145.69 ms β”‚                           145.93 ms β”‚ no change β”‚
   β”‚ QQuery 30 β”‚  32.30 ms β”‚                            31.97 ms β”‚ no change β”‚
   β”‚ QQuery 31 β”‚ 124.10 ms β”‚                           122.04 ms β”‚ no change β”‚
   β”‚ QQuery 32 β”‚  21.15 ms β”‚                            21.11 ms β”‚ no change β”‚
   β”‚ QQuery 33 β”‚  38.95 ms β”‚                            38.52 ms β”‚ no change β”‚
   β”‚ QQuery 34 β”‚  10.20 ms β”‚                            10.12 ms β”‚ no change β”‚
   β”‚ QQuery 35 β”‚  81.39 ms β”‚                            81.44 ms β”‚ no change β”‚
   β”‚ QQuery 36 β”‚   5.43 ms β”‚                             5.42 ms β”‚ no change β”‚
   β”‚ QQuery 37 β”‚   6.83 ms β”‚                             7.01 ms β”‚ no change β”‚
   β”‚ QQuery 38 β”‚  75.90 ms β”‚                            75.92 ms β”‚ no change β”‚
   β”‚ QQuery 39 β”‚  70.33 ms β”‚                            70.95 ms β”‚ no change β”‚
   β”‚ QQuery 40 β”‚  20.11 ms β”‚                            19.53 ms β”‚ no change β”‚
   β”‚ QQuery 41 β”‚  11.54 ms β”‚                            11.70 ms β”‚ no change β”‚
   β”‚ QQuery 42 β”‚  23.59 ms β”‚                            23.42 ms β”‚ no change β”‚
   β”‚ QQuery 43 β”‚   4.69 ms β”‚                             4.76 ms β”‚ no change β”‚
   β”‚ QQuery 44 β”‚   8.79 ms β”‚                             8.82 ms β”‚ no change β”‚
   β”‚ QQuery 45 β”‚  25.50 ms β”‚                            25.11 ms β”‚ no change β”‚
   β”‚ QQuery 46 β”‚  11.82 ms β”‚                            12.26 ms β”‚ no change β”‚
   β”‚ QQuery 47 β”‚ 218.09 ms β”‚                           217.84 ms β”‚ no change β”‚
   β”‚ QQuery 48 β”‚ 122.01 ms β”‚                           121.40 ms β”‚ no change β”‚
   β”‚ QQuery 49 β”‚  86.31 ms β”‚                            87.10 ms β”‚ no change β”‚
   β”‚ QQuery 50 β”‚ 125.58 ms β”‚                           124.85 ms β”‚ no change β”‚
   β”‚ QQuery 51 β”‚ 102.88 ms β”‚                           102.06 ms β”‚ no change β”‚
   β”‚ QQuery 52 β”‚  24.27 ms β”‚                            23.81 ms β”‚ no change β”‚
   β”‚ QQuery 53 β”‚  30.13 ms β”‚                            29.78 ms β”‚ no change β”‚
   β”‚ QQuery 54 β”‚  28.29 ms β”‚                            27.94 ms β”‚ no change β”‚
   β”‚ QQuery 55 β”‚  23.25 ms β”‚                            22.78 ms β”‚ no change β”‚
   β”‚ QQuery 56 β”‚  34.15 ms β”‚                            34.31 ms β”‚ no change β”‚
   β”‚ QQuery 57 β”‚ 136.11 ms β”‚                           136.42 ms β”‚ no change β”‚
   β”‚ QQuery 58 β”‚  72.18 ms β”‚                            72.40 ms β”‚ no change β”‚
   β”‚ QQuery 59 β”‚  80.14 ms β”‚                            79.81 ms β”‚ no change β”‚
   β”‚ QQuery 60 β”‚  38.08 ms β”‚                            38.06 ms β”‚ no change β”‚
   β”‚ QQuery 61 β”‚  10.86 ms β”‚                            10.94 ms β”‚ no change β”‚
   β”‚ QQuery 62 β”‚  41.04 ms β”‚                            41.27 ms β”‚ no change β”‚
   β”‚ QQuery 63 β”‚  30.07 ms β”‚                            30.30 ms β”‚ no change β”‚
   β”‚ QQuery 64 β”‚ 510.10 ms β”‚                           507.84 ms β”‚ no change β”‚
   β”‚ QQuery 65 β”‚ 159.41 ms β”‚                           158.99 ms β”‚ no change β”‚
   β”‚ QQuery 66 β”‚  63.98 ms β”‚                            63.66 ms β”‚ no change β”‚
   β”‚ QQuery 67 β”‚ 248.27 ms β”‚                           249.18 ms β”‚ no change β”‚
   β”‚ QQuery 68 β”‚  11.76 ms β”‚                            11.71 ms β”‚ no change β”‚
   β”‚ QQuery 69 β”‚  69.68 ms β”‚                            68.87 ms β”‚ no change β”‚
   β”‚ QQuery 70 β”‚ 118.66 ms β”‚                           118.29 ms β”‚ no change β”‚
   β”‚ QQuery 71 β”‚  31.90 ms β”‚                            31.63 ms β”‚ no change β”‚
   β”‚ QQuery 72 β”‚ 168.29 ms β”‚                           168.77 ms β”‚ no change β”‚
   β”‚ QQuery 73 β”‚   9.98 ms β”‚                             9.95 ms β”‚ no change β”‚
   β”‚ QQuery 74 β”‚ 144.38 ms β”‚                           143.43 ms β”‚ no change β”‚
   β”‚ QQuery 75 β”‚ 180.17 ms β”‚                           179.43 ms β”‚ no change β”‚
   β”‚ QQuery 76 β”‚  40.48 ms β”‚                            40.37 ms β”‚ no change β”‚
   β”‚ QQuery 77 β”‚  61.47 ms β”‚                            60.91 ms β”‚ no change β”‚
   β”‚ QQuery 78 β”‚ 116.56 ms β”‚                           116.18 ms β”‚ no change β”‚
   β”‚ QQuery 79 β”‚  66.88 ms β”‚                            66.69 ms β”‚ no change β”‚
   β”‚ QQuery 80 β”‚  74.82 ms β”‚                            74.92 ms β”‚ no change β”‚
   β”‚ QQuery 81 β”‚  26.76 ms β”‚                            26.77 ms β”‚ no change β”‚
   β”‚ QQuery 82 β”‚  30.76 ms β”‚                            31.12 ms β”‚ no change β”‚
   β”‚ QQuery 83 β”‚  29.13 ms β”‚                            28.57 ms β”‚ no change β”‚
   β”‚ QQuery 84 β”‚  30.01 ms β”‚                            29.93 ms β”‚ no change β”‚
   β”‚ QQuery 85 β”‚ 160.86 ms β”‚                           161.44 ms β”‚ no change β”‚
   β”‚ QQuery 86 β”‚  29.31 ms β”‚                            29.06 ms β”‚ no change β”‚
   β”‚ QQuery 87 β”‚  77.04 ms β”‚                            75.40 ms β”‚ no change β”‚
   β”‚ QQuery 88 β”‚  67.33 ms β”‚                            67.24 ms β”‚ no change β”‚
   β”‚ QQuery 89 β”‚  42.71 ms β”‚                            42.69 ms β”‚ no change β”‚
   β”‚ QQuery 90 β”‚  17.65 ms β”‚                            17.72 ms β”‚ no change β”‚
   β”‚ QQuery 91 β”‚  46.69 ms β”‚                            47.07 ms β”‚ no change β”‚
   β”‚ QQuery 92 β”‚  28.94 ms β”‚                            29.11 ms β”‚ no change β”‚
   β”‚ QQuery 93 β”‚  47.92 ms β”‚                            48.19 ms β”‚ no change β”‚
   β”‚ QQuery 94 β”‚  35.22 ms β”‚                            36.51 ms β”‚ no change β”‚
   β”‚ QQuery 95 β”‚  91.96 ms β”‚                            91.35 ms β”‚ no change β”‚
   β”‚ QQuery 96 β”‚  25.80 ms β”‚                            26.14 ms β”‚ no change β”‚
   β”‚ QQuery 97 β”‚  53.45 ms β”‚                            54.05 ms β”‚ no change β”‚
   β”‚ QQuery 98 β”‚  38.14 ms β”‚                            38.57 ms β”‚ no change β”‚
   β”‚ QQuery 99 β”‚  59.50 ms β”‚                            60.06 ms β”‚ no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃           ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 7742.63ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 7748.34ms β”‚
   β”‚ Average Time (HEAD)                                β”‚   78.21ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚   78.27ms β”‚
   β”‚ Queries Faster                                     β”‚         0 β”‚
   β”‚ Queries Slower                                     β”‚         0 β”‚
   β”‚ Queries with No Change                             β”‚        99 β”‚
   β”‚ Queries with Failure                               β”‚         0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   
   Distribution per query (min / mean Β±stddev / max):
   
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark tpcds_sf1.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query     ┃                              HEAD ┃ fix-page-index-select-all-selection ┃        Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚       5.09 / 5.66 Β±1.02 / 7.70 ms β”‚         5.13 / 5.74 Β±1.04 / 7.82 ms β”‚     no change β”‚
   β”‚ QQuery 2  β”‚    44.88 / 45.18 Β±0.42 / 46.01 ms β”‚      44.84 / 45.21 Β±0.59 / 46.39 ms β”‚     no change β”‚
   β”‚ QQuery 3  β”‚    26.14 / 26.71 Β±0.35 / 27.15 ms β”‚      26.52 / 26.86 Β±0.22 / 27.21 ms β”‚     no change β”‚
   β”‚ QQuery 4  β”‚ 343.11 / 348.40 Β±5.03 / 356.57 ms β”‚   342.94 / 348.46 Β±6.05 / 359.48 ms β”‚     no change β”‚
   β”‚ QQuery 5  β”‚    47.26 / 47.89 Β±0.66 / 49.07 ms β”‚      47.50 / 48.28 Β±0.50 / 48.94 ms β”‚     no change β”‚
   β”‚ QQuery 6  β”‚    36.12 / 36.24 Β±0.08 / 36.35 ms β”‚      35.74 / 36.36 Β±0.41 / 36.85 ms β”‚     no change β”‚
   β”‚ QQuery 7  β”‚    81.52 / 82.10 Β±0.37 / 82.61 ms β”‚      82.18 / 82.85 Β±0.39 / 83.34 ms β”‚     no change β”‚
   β”‚ QQuery 8  β”‚    14.49 / 16.24 Β±2.54 / 21.29 ms β”‚      14.83 / 16.68 Β±3.12 / 22.90 ms β”‚     no change β”‚
   β”‚ QQuery 9  β”‚ 110.32 / 115.65 Β±3.32 / 120.36 ms β”‚   114.74 / 117.26 Β±2.14 / 120.33 ms β”‚     no change β”‚
   β”‚ QQuery 10 β”‚    71.85 / 72.43 Β±0.45 / 73.00 ms β”‚      71.48 / 72.37 Β±0.72 / 73.54 ms β”‚     no change β”‚
   β”‚ QQuery 11 β”‚ 210.64 / 211.96 Β±1.76 / 215.38 ms β”‚   213.13 / 217.16 Β±6.72 / 230.48 ms β”‚     no change β”‚
   β”‚ QQuery 12 β”‚    27.37 / 28.10 Β±0.64 / 29.06 ms β”‚      27.64 / 28.01 Β±0.26 / 28.25 ms β”‚     no change β”‚
   β”‚ QQuery 13 β”‚ 113.76 / 114.51 Β±0.74 / 115.72 ms β”‚   113.83 / 114.93 Β±0.90 / 116.58 ms β”‚     no change β”‚
   β”‚ QQuery 14 β”‚ 426.33 / 431.56 Β±3.89 / 437.95 ms β”‚   428.81 / 433.93 Β±6.94 / 447.38 ms β”‚     no change β”‚
   β”‚ QQuery 15 β”‚    22.90 / 24.75 Β±2.98 / 30.69 ms β”‚      23.08 / 26.18 Β±4.02 / 34.06 ms β”‚  1.06x slower β”‚
   β”‚ QQuery 16 β”‚       5.98 / 6.13 Β±0.22 / 6.57 ms β”‚         5.85 / 6.07 Β±0.32 / 6.70 ms β”‚     no change β”‚
   β”‚ QQuery 17 β”‚ 114.38 / 115.71 Β±1.80 / 119.16 ms β”‚   114.32 / 117.06 Β±3.51 / 123.75 ms β”‚     no change β”‚
   β”‚ QQuery 18 β”‚ 157.38 / 160.91 Β±2.14 / 164.05 ms β”‚   160.17 / 163.79 Β±2.45 / 167.49 ms β”‚     no change β”‚
   β”‚ QQuery 19 β”‚    39.09 / 39.62 Β±0.60 / 40.63 ms β”‚      39.22 / 39.92 Β±1.02 / 41.96 ms β”‚     no change β”‚
   β”‚ QQuery 20 β”‚    30.75 / 31.19 Β±0.40 / 31.93 ms β”‚      31.14 / 32.02 Β±0.88 / 33.62 ms β”‚     no change β”‚
   β”‚ QQuery 21 β”‚    19.12 / 19.47 Β±0.25 / 19.85 ms β”‚      18.86 / 19.17 Β±0.19 / 19.42 ms β”‚     no change β”‚
   β”‚ QQuery 22 β”‚    60.98 / 63.14 Β±1.79 / 66.37 ms β”‚      60.82 / 62.13 Β±0.86 / 63.14 ms β”‚     no change β”‚
   β”‚ QQuery 23 β”‚ 373.04 / 377.38 Β±5.18 / 387.18 ms β”‚   372.34 / 377.06 Β±3.03 / 380.44 ms β”‚     no change β”‚
   β”‚ QQuery 24 β”‚ 163.03 / 165.43 Β±2.00 / 168.94 ms β”‚   165.06 / 166.74 Β±2.18 / 170.98 ms β”‚     no change β”‚
   β”‚ QQuery 25 β”‚ 115.45 / 117.30 Β±2.92 / 123.10 ms β”‚   115.76 / 118.14 Β±2.85 / 123.64 ms β”‚     no change β”‚
   β”‚ QQuery 26 β”‚    63.01 / 64.50 Β±1.91 / 68.14 ms β”‚      63.60 / 64.63 Β±1.36 / 67.32 ms β”‚     no change β”‚
   β”‚ QQuery 27 β”‚       5.83 / 6.12 Β±0.16 / 6.33 ms β”‚         5.83 / 6.10 Β±0.14 / 6.21 ms β”‚     no change β”‚
   β”‚ QQuery 28 β”‚    75.07 / 80.98 Β±7.67 / 95.93 ms β”‚      74.08 / 77.82 Β±3.65 / 82.96 ms β”‚     no change β”‚
   β”‚ QQuery 29 β”‚ 145.69 / 146.70 Β±1.08 / 148.67 ms β”‚   145.93 / 147.93 Β±2.20 / 151.96 ms β”‚     no change β”‚
   β”‚ QQuery 30 β”‚    32.30 / 32.98 Β±1.13 / 35.23 ms β”‚      31.97 / 32.17 Β±0.19 / 32.49 ms β”‚     no change β”‚
   β”‚ QQuery 31 β”‚ 124.10 / 128.62 Β±7.31 / 143.19 ms β”‚   122.04 / 123.49 Β±1.23 / 125.64 ms β”‚     no change β”‚
   β”‚ QQuery 32 β”‚    21.15 / 21.80 Β±0.38 / 22.28 ms β”‚      21.11 / 21.71 Β±0.41 / 22.37 ms β”‚     no change β”‚
   β”‚ QQuery 33 β”‚    38.95 / 39.34 Β±0.23 / 39.64 ms β”‚      38.52 / 39.45 Β±0.83 / 40.98 ms β”‚     no change β”‚
   β”‚ QQuery 34 β”‚    10.20 / 10.60 Β±0.36 / 11.08 ms β”‚      10.12 / 10.48 Β±0.23 / 10.78 ms β”‚     no change β”‚
   β”‚ QQuery 35 β”‚    81.39 / 82.52 Β±1.08 / 84.56 ms β”‚      81.44 / 82.11 Β±0.96 / 84.01 ms β”‚     no change β”‚
   β”‚ QQuery 36 β”‚       5.43 / 5.60 Β±0.22 / 6.04 ms β”‚         5.42 / 5.59 Β±0.24 / 6.06 ms β”‚     no change β”‚
   β”‚ QQuery 37 β”‚       6.83 / 6.95 Β±0.09 / 7.07 ms β”‚         7.01 / 7.10 Β±0.06 / 7.19 ms β”‚     no change β”‚
   β”‚ QQuery 38 β”‚    75.90 / 76.34 Β±0.32 / 76.91 ms β”‚      75.92 / 77.88 Β±3.02 / 83.88 ms β”‚     no change β”‚
   β”‚ QQuery 39 β”‚    70.33 / 72.73 Β±2.05 / 75.74 ms β”‚      70.95 / 73.04 Β±2.71 / 78.25 ms β”‚     no change β”‚
   β”‚ QQuery 40 β”‚    20.11 / 20.66 Β±0.45 / 21.46 ms β”‚      19.53 / 20.52 Β±0.73 / 21.55 ms β”‚     no change β”‚
   β”‚ QQuery 41 β”‚    11.54 / 11.80 Β±0.19 / 12.11 ms β”‚      11.70 / 11.97 Β±0.20 / 12.28 ms β”‚     no change β”‚
   β”‚ QQuery 42 β”‚    23.59 / 23.86 Β±0.22 / 24.13 ms β”‚      23.42 / 23.76 Β±0.30 / 24.31 ms β”‚     no change β”‚
   β”‚ QQuery 43 β”‚       4.69 / 4.84 Β±0.24 / 5.32 ms β”‚         4.76 / 4.88 Β±0.16 / 5.19 ms β”‚     no change β”‚
   β”‚ QQuery 44 β”‚       8.79 / 8.87 Β±0.10 / 9.06 ms β”‚         8.82 / 8.97 Β±0.09 / 9.07 ms β”‚     no change β”‚
   β”‚ QQuery 45 β”‚    25.50 / 25.90 Β±0.34 / 26.43 ms β”‚      25.11 / 25.43 Β±0.29 / 25.90 ms β”‚     no change β”‚
   β”‚ QQuery 46 β”‚    11.82 / 12.40 Β±0.36 / 12.83 ms β”‚      12.26 / 12.48 Β±0.18 / 12.74 ms β”‚     no change β”‚
   β”‚ QQuery 47 β”‚ 218.09 / 221.47 Β±3.50 / 225.81 ms β”‚   217.84 / 222.38 Β±4.14 / 228.60 ms β”‚     no change β”‚
   β”‚ QQuery 48 β”‚ 122.01 / 124.75 Β±3.51 / 131.16 ms β”‚   121.40 / 124.75 Β±3.20 / 129.37 ms β”‚     no change β”‚
   β”‚ QQuery 49 β”‚    86.31 / 87.73 Β±1.89 / 91.40 ms β”‚      87.10 / 87.74 Β±0.93 / 89.55 ms β”‚     no change β”‚
   β”‚ QQuery 50 β”‚ 125.58 / 132.02 Β±7.41 / 145.10 ms β”‚   124.85 / 129.12 Β±6.78 / 142.63 ms β”‚     no change β”‚
   β”‚ QQuery 51 β”‚ 102.88 / 106.68 Β±4.72 / 115.71 ms β”‚   102.06 / 104.87 Β±2.66 / 109.83 ms β”‚     no change β”‚
   β”‚ QQuery 52 β”‚    24.27 / 24.75 Β±0.51 / 25.73 ms β”‚      23.81 / 24.36 Β±0.55 / 25.42 ms β”‚     no change β”‚
   β”‚ QQuery 53 β”‚    30.13 / 30.46 Β±0.54 / 31.53 ms β”‚      29.78 / 30.08 Β±0.18 / 30.32 ms β”‚     no change β”‚
   β”‚ QQuery 54 β”‚    28.29 / 30.20 Β±1.53 / 31.97 ms β”‚      27.94 / 29.26 Β±1.05 / 30.47 ms β”‚     no change β”‚
   β”‚ QQuery 55 β”‚    23.25 / 23.48 Β±0.15 / 23.65 ms β”‚      22.78 / 23.02 Β±0.21 / 23.29 ms β”‚     no change β”‚
   β”‚ QQuery 56 β”‚    34.15 / 34.60 Β±0.36 / 35.23 ms β”‚      34.31 / 35.47 Β±2.02 / 39.51 ms β”‚     no change β”‚
   β”‚ QQuery 57 β”‚ 136.11 / 139.97 Β±3.87 / 146.01 ms β”‚   136.42 / 138.64 Β±2.27 / 142.24 ms β”‚     no change β”‚
   β”‚ QQuery 58 β”‚    72.18 / 73.70 Β±2.32 / 78.30 ms β”‚      72.40 / 73.64 Β±1.87 / 77.35 ms β”‚     no change β”‚
   β”‚ QQuery 59 β”‚    80.14 / 81.24 Β±1.51 / 84.22 ms β”‚      79.81 / 80.55 Β±0.71 / 81.79 ms β”‚     no change β”‚
   β”‚ QQuery 60 β”‚    38.08 / 38.70 Β±0.41 / 39.20 ms β”‚      38.06 / 38.32 Β±0.29 / 38.84 ms β”‚     no change β”‚
   β”‚ QQuery 61 β”‚    10.86 / 11.02 Β±0.27 / 11.57 ms β”‚      10.94 / 11.14 Β±0.20 / 11.52 ms β”‚     no change β”‚
   β”‚ QQuery 62 β”‚    41.04 / 41.45 Β±0.26 / 41.73 ms β”‚      41.27 / 41.48 Β±0.13 / 41.66 ms β”‚     no change β”‚
   β”‚ QQuery 63 β”‚    30.07 / 32.17 Β±3.65 / 39.45 ms β”‚      30.30 / 32.07 Β±2.91 / 37.86 ms β”‚     no change β”‚
   β”‚ QQuery 64 β”‚ 510.10 / 511.99 Β±2.04 / 515.78 ms β”‚   507.84 / 518.13 Β±8.31 / 533.27 ms β”‚     no change β”‚
   β”‚ QQuery 65 β”‚ 159.41 / 161.75 Β±1.93 / 164.13 ms β”‚   158.99 / 163.29 Β±5.12 / 172.93 ms β”‚     no change β”‚
   β”‚ QQuery 66 β”‚    63.98 / 64.38 Β±0.36 / 64.89 ms β”‚      63.66 / 64.12 Β±0.40 / 64.81 ms β”‚     no change β”‚
   β”‚ QQuery 67 β”‚ 248.27 / 255.33 Β±6.01 / 262.51 ms β”‚   249.18 / 255.87 Β±5.75 / 266.24 ms β”‚     no change β”‚
   β”‚ QQuery 68 β”‚    11.76 / 12.28 Β±0.48 / 12.85 ms β”‚      11.71 / 12.00 Β±0.43 / 12.82 ms β”‚     no change β”‚
   β”‚ QQuery 69 β”‚    69.68 / 73.96 Β±6.84 / 87.61 ms β”‚      68.87 / 75.88 Β±7.35 / 87.21 ms β”‚     no change β”‚
   β”‚ QQuery 70 β”‚ 118.66 / 119.59 Β±0.70 / 120.46 ms β”‚   118.29 / 119.88 Β±2.11 / 123.98 ms β”‚     no change β”‚
   β”‚ QQuery 71 β”‚    31.90 / 35.90 Β±7.18 / 50.24 ms β”‚      31.63 / 32.31 Β±0.41 / 32.89 ms β”‚ +1.11x faster β”‚
   β”‚ QQuery 72 β”‚ 168.29 / 171.13 Β±4.16 / 179.41 ms β”‚   168.77 / 175.88 Β±7.17 / 185.05 ms β”‚     no change β”‚
   β”‚ QQuery 73 β”‚     9.98 / 10.33 Β±0.42 / 11.15 ms β”‚       9.95 / 10.05 Β±0.18 / 10.42 ms β”‚     no change β”‚
   β”‚ QQuery 74 β”‚ 144.38 / 147.88 Β±5.77 / 159.33 ms β”‚   143.43 / 148.23 Β±6.51 / 160.81 ms β”‚     no change β”‚
   β”‚ QQuery 75 β”‚ 180.17 / 184.10 Β±4.59 / 192.65 ms β”‚   179.43 / 183.91 Β±4.80 / 192.97 ms β”‚     no change β”‚
   β”‚ QQuery 76 β”‚    40.48 / 40.75 Β±0.21 / 41.01 ms β”‚      40.37 / 41.09 Β±0.63 / 42.09 ms β”‚     no change β”‚
   β”‚ QQuery 77 β”‚    61.47 / 67.41 Β±7.48 / 81.61 ms β”‚      60.91 / 63.93 Β±4.74 / 73.34 ms β”‚ +1.05x faster β”‚
   β”‚ QQuery 78 β”‚ 116.56 / 121.13 Β±4.38 / 129.23 ms β”‚   116.18 / 120.58 Β±4.37 / 128.23 ms β”‚     no change β”‚
   β”‚ QQuery 79 β”‚    66.88 / 71.92 Β±4.35 / 77.43 ms β”‚      66.69 / 67.85 Β±1.88 / 71.56 ms β”‚ +1.06x faster β”‚
   β”‚ QQuery 80 β”‚    74.82 / 75.96 Β±0.98 / 77.36 ms β”‚      74.92 / 77.47 Β±3.77 / 84.98 ms β”‚     no change β”‚
   β”‚ QQuery 81 β”‚    26.76 / 26.92 Β±0.13 / 27.10 ms β”‚      26.77 / 26.95 Β±0.19 / 27.32 ms β”‚     no change β”‚
   β”‚ QQuery 82 β”‚    30.76 / 31.10 Β±0.35 / 31.62 ms β”‚      31.12 / 32.54 Β±2.44 / 37.39 ms β”‚     no change β”‚
   β”‚ QQuery 83 β”‚    29.13 / 30.20 Β±1.59 / 33.34 ms β”‚      28.57 / 29.28 Β±0.49 / 29.88 ms β”‚     no change β”‚
   β”‚ QQuery 84 β”‚    30.01 / 34.22 Β±7.46 / 49.11 ms β”‚      29.93 / 30.14 Β±0.26 / 30.65 ms β”‚ +1.14x faster β”‚
   β”‚ QQuery 85 β”‚ 160.86 / 165.72 Β±3.82 / 171.28 ms β”‚   161.44 / 167.74 Β±7.91 / 182.49 ms β”‚     no change β”‚
   β”‚ QQuery 86 β”‚    29.31 / 32.06 Β±4.79 / 41.62 ms β”‚      29.06 / 29.44 Β±0.26 / 29.83 ms β”‚ +1.09x faster β”‚
   β”‚ QQuery 87 β”‚    77.04 / 78.01 Β±1.10 / 80.06 ms β”‚      75.40 / 77.39 Β±1.40 / 79.73 ms β”‚     no change β”‚
   β”‚ QQuery 88 β”‚    67.33 / 70.00 Β±2.20 / 73.08 ms β”‚      67.24 / 68.17 Β±0.91 / 69.58 ms β”‚     no change β”‚
   β”‚ QQuery 89 β”‚    42.71 / 44.78 Β±2.35 / 49.11 ms β”‚      42.69 / 43.01 Β±0.36 / 43.70 ms β”‚     no change β”‚
   β”‚ QQuery 90 β”‚    17.65 / 20.76 Β±5.84 / 32.43 ms β”‚      17.72 / 17.91 Β±0.21 / 18.33 ms β”‚ +1.16x faster β”‚
   β”‚ QQuery 91 β”‚    46.69 / 48.26 Β±1.39 / 50.45 ms β”‚      47.07 / 50.08 Β±3.43 / 56.31 ms β”‚     no change β”‚
   β”‚ QQuery 92 β”‚    28.94 / 29.37 Β±0.40 / 30.08 ms β”‚      29.11 / 29.40 Β±0.27 / 29.72 ms β”‚     no change β”‚
   β”‚ QQuery 93 β”‚    47.92 / 48.61 Β±0.41 / 49.04 ms β”‚      48.19 / 48.57 Β±0.21 / 48.78 ms β”‚     no change β”‚
   β”‚ QQuery 94 β”‚    35.22 / 36.71 Β±1.79 / 40.14 ms β”‚      36.51 / 38.73 Β±2.28 / 42.79 ms β”‚  1.05x slower β”‚
   β”‚ QQuery 95 β”‚   91.96 / 95.43 Β±5.94 / 107.29 ms β”‚     91.35 / 94.03 Β±3.58 / 101.09 ms β”‚     no change β”‚
   β”‚ QQuery 96 β”‚    25.80 / 26.11 Β±0.24 / 26.38 ms β”‚      26.14 / 26.38 Β±0.16 / 26.61 ms β”‚     no change β”‚
   β”‚ QQuery 97 β”‚    53.45 / 55.63 Β±1.36 / 57.37 ms β”‚      54.05 / 56.38 Β±1.94 / 59.46 ms β”‚     no change β”‚
   β”‚ QQuery 98 β”‚    38.14 / 39.80 Β±1.56 / 42.65 ms β”‚      38.57 / 40.19 Β±1.20 / 42.09 ms β”‚     no change β”‚
   β”‚ QQuery 99 β”‚    59.50 / 63.72 Β±5.25 / 73.86 ms β”‚      60.06 / 61.02 Β±0.84 / 62.44 ms β”‚     no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃           ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 7925.33ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 7924.57ms β”‚
   β”‚ Average Time (HEAD)                                β”‚   80.05ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚   80.05ms β”‚
   β”‚ Queries Faster                                     β”‚         6 β”‚
   β”‚ Queries Slower                                     β”‚         2 β”‚
   β”‚ Queries with No Change                             β”‚        91 β”‚
   β”‚ Queries with Failure                               β”‚         0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ```
   
   </p>
   </details>
   
   <details><summary>Resource Usage</summary>
   
   **tpcds β€” base (merge-base)**
   | Metric | Value |
   |--------|-------|
   | Wall time | 40.0s |
   | Peak memory | 1.9 GiB |
   | Avg memory | 1.3 GiB |
   | CPU user | 114.1s |
   | CPU sys | 5.7s |
   | Peak spill | 0 B |
   
   **tpcds β€” branch**
   | Metric | Value |
   |--------|-------|
   | Wall time | 40.0s |
   | Peak memory | 1.8 GiB |
   | Avg memory | 1.2 GiB |
   | CPU user | 114.4s |
   | CPU sys | 5.6s |
   | Peak spill | 0 B |
   
   </details>
   
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5827077314

   πŸ€– Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927384)
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c5826927384-2719-b6rfr 6.12.94+ #1 SMP Wed Aug 19 07:47:20 UTC 2026 aarch64 GNU/Linux`
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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 fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark clickbench_partitioned
   ```
   
   </details>
   
   Results will be posted here when complete
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5826953174

   πŸ€– Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927384)
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c5826927384-2716-67hdw 6.12.94+ #1 SMP Wed Aug 19 07:47:20 UTC 2026 aarch64 GNU/Linux`
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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 fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark tpch
   ```
   
   </details>
   
   Results will be posted here when complete
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5827165274

   πŸ€– Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927384)
   
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
   
   Comparing fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark clickbench_partitioned
   ```
   
   </details>
   
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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>
   
   <details><summary>Details</summary>
   <p>
   
   ```
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark clickbench_partitioned.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query     ┃       HEAD ┃ fix-page-index-select-all-selection ┃        Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 0  β”‚    1.25 ms β”‚                             1.26 ms β”‚     no change β”‚
   β”‚ QQuery 1  β”‚   12.30 ms β”‚                            11.82 ms β”‚     no change β”‚
   β”‚ QQuery 2  β”‚   37.45 ms β”‚                            36.90 ms β”‚     no change β”‚
   β”‚ QQuery 3  β”‚   32.01 ms β”‚                            31.57 ms β”‚     no change β”‚
   β”‚ QQuery 4  β”‚  242.04 ms β”‚                           238.17 ms β”‚     no change β”‚
   β”‚ QQuery 5  β”‚  279.78 ms β”‚                           276.36 ms β”‚     no change β”‚
   β”‚ QQuery 6  β”‚    1.33 ms β”‚                             1.27 ms β”‚     no change β”‚
   β”‚ QQuery 7  β”‚   13.13 ms β”‚                            13.20 ms β”‚     no change β”‚
   β”‚ QQuery 8  β”‚  340.64 ms β”‚                           341.01 ms β”‚     no change β”‚
   β”‚ QQuery 9  β”‚  477.64 ms β”‚                           479.13 ms β”‚     no change β”‚
   β”‚ QQuery 10 β”‚   65.03 ms β”‚                            65.20 ms β”‚     no change β”‚
   β”‚ QQuery 11 β”‚   74.35 ms β”‚                            75.22 ms β”‚     no change β”‚
   β”‚ QQuery 12 β”‚  268.35 ms β”‚                           266.35 ms β”‚     no change β”‚
   β”‚ QQuery 13 β”‚  372.08 ms β”‚                           367.75 ms β”‚     no change β”‚
   β”‚ QQuery 14 β”‚  282.22 ms β”‚                           283.20 ms β”‚     no change β”‚
   β”‚ QQuery 15 β”‚  291.06 ms β”‚                           286.40 ms β”‚     no change β”‚
   β”‚ QQuery 16 β”‚  616.63 ms β”‚                           632.53 ms β”‚     no change β”‚
   β”‚ QQuery 17 β”‚  636.15 ms β”‚                           636.92 ms β”‚     no change β”‚
   β”‚ QQuery 18 β”‚ 1278.22 ms β”‚                          1298.89 ms β”‚     no change β”‚
   β”‚ QQuery 19 β”‚   28.04 ms β”‚                            27.67 ms β”‚     no change β”‚
   β”‚ QQuery 20 β”‚  522.72 ms β”‚                           518.40 ms β”‚     no change β”‚
   β”‚ QQuery 21 β”‚  514.44 ms β”‚                           509.60 ms β”‚     no change β”‚
   β”‚ QQuery 22 β”‚ 1073.54 ms β”‚                          1010.06 ms β”‚ +1.06x faster β”‚
   β”‚ QQuery 23 β”‚ 3192.37 ms β”‚                          3074.30 ms β”‚     no change β”‚
   β”‚ QQuery 24 β”‚   41.17 ms β”‚                            42.42 ms β”‚     no change β”‚
   β”‚ QQuery 25 β”‚  105.63 ms β”‚                           105.81 ms β”‚     no change β”‚
   β”‚ QQuery 26 β”‚   40.88 ms β”‚                            41.31 ms β”‚     no change β”‚
   β”‚ QQuery 27 β”‚  519.17 ms β”‚                           519.59 ms β”‚     no change β”‚
   β”‚ QQuery 28 β”‚ 2917.88 ms β”‚                          2898.52 ms β”‚     no change β”‚
   β”‚ QQuery 29 β”‚   41.73 ms β”‚                            41.73 ms β”‚     no change β”‚
   β”‚ QQuery 30 β”‚  307.83 ms β”‚                           309.57 ms β”‚     no change β”‚
   β”‚ QQuery 31 β”‚  284.51 ms β”‚                           277.77 ms β”‚     no change β”‚
   β”‚ QQuery 32 β”‚ 1119.56 ms β”‚                          1090.44 ms β”‚     no change β”‚
   β”‚ QQuery 33 β”‚ 1629.51 ms β”‚                          1668.52 ms β”‚     no change β”‚
   β”‚ QQuery 34 β”‚ 1628.11 ms β”‚                          1626.30 ms β”‚     no change β”‚
   β”‚ QQuery 35 β”‚  310.46 ms β”‚                           302.82 ms β”‚     no change β”‚
   β”‚ QQuery 36 β”‚   70.88 ms β”‚                            66.28 ms β”‚ +1.07x faster β”‚
   β”‚ QQuery 37 β”‚   36.62 ms β”‚                            35.27 ms β”‚     no change β”‚
   β”‚ QQuery 38 β”‚   42.06 ms β”‚                            40.72 ms β”‚     no change β”‚
   β”‚ QQuery 39 β”‚  152.14 ms β”‚                           138.76 ms β”‚ +1.10x faster β”‚
   β”‚ QQuery 40 β”‚   14.70 ms β”‚                            14.57 ms β”‚     no change β”‚
   β”‚ QQuery 41 β”‚   14.56 ms β”‚                            14.05 ms β”‚     no change β”‚
   β”‚ QQuery 42 β”‚   13.46 ms β”‚                            13.55 ms β”‚     no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃            ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 19943.62ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 19731.16ms β”‚
   β”‚ Average Time (HEAD)                                β”‚   463.81ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚   458.86ms β”‚
   β”‚ Queries Faster                                     β”‚          3 β”‚
   β”‚ Queries Slower                                     β”‚          0 β”‚
   β”‚ Queries with No Change                             β”‚         40 β”‚
   β”‚ Queries with Failure                               β”‚          0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   
   Distribution per query (min / mean Β±stddev / max):
   
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark clickbench_partitioned.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query     ┃                                   HEAD ┃    fix-page-index-select-all-selection ┃        Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 0  β”‚           1.25 / 4.17 Β±5.68 / 15.52 ms β”‚           1.26 / 4.24 Β±5.79 / 15.81 ms β”‚     no change β”‚
   β”‚ QQuery 1  β”‚         12.30 / 12.99 Β±0.99 / 14.95 ms β”‚         11.82 / 12.01 Β±0.12 / 12.17 ms β”‚ +1.08x faster β”‚
   β”‚ QQuery 2  β”‚         37.45 / 37.74 Β±0.22 / 38.05 ms β”‚         36.90 / 37.75 Β±0.91 / 39.48 ms β”‚     no change β”‚
   β”‚ QQuery 3  β”‚         32.01 / 33.89 Β±1.90 / 37.27 ms β”‚         31.57 / 32.08 Β±0.53 / 32.99 ms β”‚ +1.06x faster β”‚
   β”‚ QQuery 4  β”‚      242.04 / 247.36 Β±5.06 / 256.89 ms β”‚      238.17 / 243.55 Β±4.55 / 250.75 ms β”‚     no change β”‚
   β”‚ QQuery 5  β”‚      279.78 / 283.20 Β±2.96 / 288.21 ms β”‚      276.36 / 279.18 Β±3.36 / 284.07 ms β”‚     no change β”‚
   β”‚ QQuery 6  β”‚            1.33 / 1.49 Β±0.24 / 1.95 ms β”‚            1.27 / 1.44 Β±0.23 / 1.89 ms β”‚     no change β”‚
   β”‚ QQuery 7  β”‚         13.13 / 14.80 Β±2.53 / 19.83 ms β”‚         13.20 / 15.08 Β±3.49 / 22.06 ms β”‚     no change β”‚
   β”‚ QQuery 8  β”‚      340.64 / 343.57 Β±1.98 / 346.71 ms β”‚      341.01 / 347.66 Β±7.72 / 362.52 ms β”‚     no change β”‚
   β”‚ QQuery 9  β”‚      477.64 / 485.45 Β±5.36 / 493.53 ms β”‚      479.13 / 489.33 Β±5.68 / 495.51 ms β”‚     no change β”‚
   β”‚ QQuery 10 β”‚         65.03 / 66.14 Β±0.60 / 66.65 ms β”‚       65.20 / 75.63 Β±18.80 / 113.19 ms β”‚  1.14x slower β”‚
   β”‚ QQuery 11 β”‚         74.35 / 75.91 Β±0.93 / 77.10 ms β”‚         75.22 / 75.96 Β±0.58 / 76.84 ms β”‚     no change β”‚
   β”‚ QQuery 12 β”‚      268.35 / 270.63 Β±2.68 / 275.68 ms β”‚      266.35 / 274.04 Β±4.73 / 281.23 ms β”‚     no change β”‚
   β”‚ QQuery 13 β”‚      372.08 / 380.24 Β±9.10 / 397.57 ms β”‚     367.75 / 379.64 Β±14.10 / 405.87 ms β”‚     no change β”‚
   β”‚ QQuery 14 β”‚      282.22 / 288.54 Β±6.43 / 299.49 ms β”‚      283.20 / 291.00 Β±7.85 / 304.76 ms β”‚     no change β”‚
   β”‚ QQuery 15 β”‚      291.06 / 296.48 Β±6.29 / 307.19 ms β”‚     286.40 / 297.59 Β±12.39 / 320.64 ms β”‚     no change β”‚
   β”‚ QQuery 16 β”‚     616.63 / 632.74 Β±10.99 / 648.66 ms β”‚      632.53 / 640.91 Β±8.21 / 655.96 ms β”‚     no change β”‚
   β”‚ QQuery 17 β”‚      636.15 / 640.93 Β±4.08 / 646.79 ms β”‚     636.92 / 649.52 Β±13.16 / 674.49 ms β”‚     no change β”‚
   β”‚ QQuery 18 β”‚  1278.22 / 1299.70 Β±16.70 / 1316.68 ms β”‚  1298.89 / 1313.08 Β±10.73 / 1326.95 ms β”‚     no change β”‚
   β”‚ QQuery 19 β”‚         28.04 / 30.86 Β±4.69 / 40.16 ms β”‚         27.67 / 30.46 Β±5.09 / 40.64 ms β”‚     no change β”‚
   β”‚ QQuery 20 β”‚      522.72 / 529.91 Β±6.50 / 541.35 ms β”‚     518.40 / 531.19 Β±11.70 / 551.37 ms β”‚     no change β”‚
   β”‚ QQuery 21 β”‚      514.44 / 525.36 Β±9.81 / 537.71 ms β”‚     509.60 / 522.78 Β±10.34 / 541.01 ms β”‚     no change β”‚
   β”‚ QQuery 22 β”‚  1073.54 / 1113.12 Β±29.79 / 1152.52 ms β”‚  1010.06 / 1050.67 Β±28.64 / 1084.37 ms β”‚ +1.06x faster β”‚
   β”‚ QQuery 23 β”‚ 3192.37 / 3342.78 Β±261.16 / 3863.94 ms β”‚ 3074.30 / 3292.77 Β±267.37 / 3817.24 ms β”‚     no change β”‚
   β”‚ QQuery 24 β”‚        41.17 / 52.80 Β±20.99 / 94.75 ms β”‚         42.42 / 44.96 Β±4.16 / 53.23 ms β”‚ +1.17x faster β”‚
   β”‚ QQuery 25 β”‚      105.63 / 107.14 Β±0.83 / 107.87 ms β”‚     105.81 / 124.39 Β±35.72 / 195.83 ms β”‚  1.16x slower β”‚
   β”‚ QQuery 26 β”‚       40.88 / 60.73 Β±39.00 / 138.73 ms β”‚        41.31 / 52.08 Β±20.35 / 92.78 ms β”‚ +1.17x faster β”‚
   β”‚ QQuery 27 β”‚     519.17 / 537.80 Β±17.76 / 559.61 ms β”‚      519.59 / 529.78 Β±7.02 / 541.59 ms β”‚     no change β”‚
   β”‚ QQuery 28 β”‚  2917.88 / 2937.01 Β±12.26 / 2953.52 ms β”‚  2898.52 / 2920.41 Β±16.76 / 2945.28 ms β”‚     no change β”‚
   β”‚ QQuery 29 β”‚         41.73 / 42.18 Β±0.32 / 42.60 ms β”‚        41.73 / 58.39 Β±20.28 / 84.90 ms β”‚  1.38x slower β”‚
   β”‚ QQuery 30 β”‚      307.83 / 315.46 Β±4.69 / 322.15 ms β”‚      309.57 / 319.04 Β±6.04 / 324.08 ms β”‚     no change β”‚
   β”‚ QQuery 31 β”‚     284.51 / 303.50 Β±13.65 / 323.60 ms β”‚      277.77 / 291.03 Β±9.32 / 300.25 ms β”‚     no change β”‚
   β”‚ QQuery 32 β”‚ 1119.56 / 1215.65 Β±105.99 / 1402.79 ms β”‚ 1090.44 / 1287.79 Β±199.49 / 1662.20 ms β”‚  1.06x slower β”‚
   β”‚ QQuery 33 β”‚  1629.51 / 1674.91 Β±30.83 / 1726.30 ms β”‚  1668.52 / 1725.78 Β±76.23 / 1867.25 ms β”‚     no change β”‚
   β”‚ QQuery 34 β”‚  1628.11 / 1681.05 Β±55.74 / 1789.05 ms β”‚  1626.30 / 1664.96 Β±39.77 / 1731.92 ms β”‚     no change β”‚
   β”‚ QQuery 35 β”‚     310.46 / 338.03 Β±23.84 / 376.64 ms β”‚    302.82 / 448.63 Β±266.30 / 980.76 ms β”‚  1.33x slower β”‚
   β”‚ QQuery 36 β”‚         70.88 / 72.47 Β±2.43 / 77.18 ms β”‚         66.28 / 69.92 Β±2.19 / 72.25 ms β”‚     no change β”‚
   β”‚ QQuery 37 β”‚         36.62 / 42.25 Β±3.91 / 45.80 ms β”‚         35.27 / 35.83 Β±0.64 / 37.02 ms β”‚ +1.18x faster β”‚
   β”‚ QQuery 38 β”‚         42.06 / 45.66 Β±3.11 / 50.98 ms β”‚       40.72 / 66.14 Β±46.55 / 159.16 ms β”‚  1.45x slower β”‚
   β”‚ QQuery 39 β”‚      152.14 / 161.05 Β±7.57 / 173.74 ms β”‚     138.76 / 153.86 Β±10.15 / 170.43 ms β”‚     no change β”‚
   β”‚ QQuery 40 β”‚         14.70 / 15.22 Β±0.52 / 16.21 ms β”‚         14.57 / 14.66 Β±0.07 / 14.77 ms β”‚     no change β”‚
   β”‚ QQuery 41 β”‚         14.56 / 17.61 Β±3.73 / 24.39 ms β”‚         14.05 / 14.18 Β±0.08 / 14.28 ms β”‚ +1.24x faster β”‚
   β”‚ QQuery 42 β”‚         13.46 / 13.78 Β±0.23 / 14.17 ms β”‚         13.55 / 15.13 Β±2.81 / 20.75 ms β”‚  1.10x slower β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃            ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 20592.31ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 20724.47ms β”‚
   β”‚ Average Time (HEAD)                                β”‚   478.89ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚   481.96ms β”‚
   β”‚ Queries Faster                                     β”‚          7 β”‚
   β”‚ Queries Slower                                     β”‚          7 β”‚
   β”‚ Queries with No Change                             β”‚         29 β”‚
   β”‚ Queries with Failure                               β”‚          0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ```
   
   </p>
   </details>
   
   <details><summary>Resource Usage</summary>
   
   **clickbench_partitioned β€” base (merge-base)**
   | Metric | Value |
   |--------|-------|
   | Wall time | 105.0s |
   | Peak memory | 18.1 GiB |
   | Avg memory | 6.2 GiB |
   | CPU user | 1009.0s |
   | CPU sys | 102.8s |
   | Peak spill | 0 B |
   
   **clickbench_partitioned β€” branch**
   | Metric | Value |
   |--------|-------|
   | Wall time | 105.0s |
   | Peak memory | 18.7 GiB |
   | Avg memory | 6.1 GiB |
   | CPU user | 1005.2s |
   | CPU sys | 105.1s |
   | Peak spill | 0 B |
   
   </details>
   
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "codecov-commenter (via GitHub)" <gi...@apache.org>.
codecov-commenter commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5827202515

   ## [Codecov](https://app.codecov.io/gh/apache/datafusion/pull/25729?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report
   :white_check_mark: All modified and coverable lines are covered by tests.
   :white_check_mark: Project coverage is 82.49%. Comparing base ([`696eaf5`](https://app.codecov.io/gh/apache/datafusion/commit/696eaf58d436faa6532aa0f5875b5a120b94d0eb?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`9c02dad`](https://app.codecov.io/gh/apache/datafusion/commit/9c02dad237af9de2ef003ab51f2865ced60e28f2?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)).
   
   <details><summary>Additional details and impacted files</summary>
   
   
   
   ```diff
   @@           Coverage Diff           @@
   ##             main   #25729   +/-   ##
   =======================================
     Coverage   82.48%   82.49%           
   =======================================
     Files        1140     1140           
     Lines      438493   438548   +55     
     Branches   438493   438548   +55     
   =======================================
   + Hits       361708   361761   +53     
   - Misses      54944    54945    +1     
   - Partials    21841    21842    +1     
   ```
   </details>
   
   [:umbrella: View full report in Codecov by Harness](https://app.codecov.io/gh/apache/datafusion/pull/25729?dropdown=coverage&src=pr&el=continue&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache).   
   :loudspeaker: Have feedback on the report? [Share it here](https://about.codecov.io/codecov-pr-comment-feedback/?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache).
   <details><summary> :rocket: New features to boost your workflow: </summary>
   
   - :snowflake: [Test Analytics](https://docs.codecov.com/docs/test-analytics): Detect flaky tests, report on failures, and find test suite problems.
   - :package: [JS Bundle Analysis](https://docs.codecov.com/docs/javascript-bundle-analysis): Save yourself from yourself by tracking and limiting bundle sizes in JS merges.
   </details>


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5826948493

   πŸ€– Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927484)
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c5826927484-2712-tc7s7 6.12.94+ #1 SMP Wed Aug 19 07:47:20 UTC 2026 aarch64 GNU/Linux`
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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 fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark tpch
   env:
     DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true"
   ```
   
   </details>
   
   Results will be posted here when complete
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5827039710

   πŸ€– Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927384)
   
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
   
   Comparing fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark tpch
   ```
   
   </details>
   
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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>
   
   <details><summary>Details</summary>
   <p>
   
   ```
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark tpch_sf1.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Query     ┃     HEAD ┃ fix-page-index-select-all-selection ┃    Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚ 41.84 ms β”‚                            41.58 ms β”‚ no change β”‚
   β”‚ QQuery 2  β”‚ 19.13 ms β”‚                            18.93 ms β”‚ no change β”‚
   β”‚ QQuery 3  β”‚ 29.17 ms β”‚                            28.95 ms β”‚ no change β”‚
   β”‚ QQuery 4  β”‚ 17.82 ms β”‚                            17.78 ms β”‚ no change β”‚
   β”‚ QQuery 5  β”‚ 36.78 ms β”‚                            36.51 ms β”‚ no change β”‚
   β”‚ QQuery 6  β”‚ 16.75 ms β”‚                            16.62 ms β”‚ no change β”‚
   β”‚ QQuery 7  β”‚ 44.59 ms β”‚                            42.78 ms β”‚ no change β”‚
   β”‚ QQuery 8  β”‚ 42.17 ms β”‚                            40.90 ms β”‚ no change β”‚
   β”‚ QQuery 9  β”‚ 50.18 ms β”‚                            51.04 ms β”‚ no change β”‚
   β”‚ QQuery 10 β”‚ 42.23 ms β”‚                            41.81 ms β”‚ no change β”‚
   β”‚ QQuery 11 β”‚ 14.09 ms β”‚                            14.22 ms β”‚ no change β”‚
   β”‚ QQuery 12 β”‚ 20.94 ms β”‚                            21.92 ms β”‚ no change β”‚
   β”‚ QQuery 13 β”‚ 41.61 ms β”‚                            43.05 ms β”‚ no change β”‚
   β”‚ QQuery 14 β”‚ 25.31 ms β”‚                            25.26 ms β”‚ no change β”‚
   β”‚ QQuery 15 β”‚ 31.84 ms β”‚                            31.88 ms β”‚ no change β”‚
   β”‚ QQuery 16 β”‚ 14.37 ms β”‚                            14.52 ms β”‚ no change β”‚
   β”‚ QQuery 17 β”‚ 78.05 ms β”‚                            77.30 ms β”‚ no change β”‚
   β”‚ QQuery 18 β”‚ 62.82 ms β”‚                            64.54 ms β”‚ no change β”‚
   β”‚ QQuery 19 β”‚ 32.29 ms β”‚                            32.74 ms β”‚ no change β”‚
   β”‚ QQuery 20 β”‚ 32.66 ms β”‚                            33.07 ms β”‚ no change β”‚
   β”‚ QQuery 21 β”‚ 56.69 ms β”‚                            57.43 ms β”‚ no change β”‚
   β”‚ QQuery 22 β”‚ 14.71 ms β”‚                            14.52 ms β”‚ no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃          ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 766.04ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 767.33ms β”‚
   β”‚ Average Time (HEAD)                                β”‚  34.82ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚  34.88ms β”‚
   β”‚ Queries Faster                                     β”‚        0 β”‚
   β”‚ Queries Slower                                     β”‚        0 β”‚
   β”‚ Queries with No Change                             β”‚       22 β”‚
   β”‚ Queries with Failure                               β”‚        0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   
   Distribution per query (min / mean Β±stddev / max):
   
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark tpch_sf1.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Query     ┃                           HEAD ┃ fix-page-index-select-all-selection ┃    Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚ 41.84 / 42.53 Β±0.77 / 43.82 ms β”‚      41.58 / 42.79 Β±1.30 / 44.47 ms β”‚ no change β”‚
   β”‚ QQuery 2  β”‚ 19.13 / 19.50 Β±0.31 / 20.01 ms β”‚      18.93 / 19.70 Β±0.68 / 20.95 ms β”‚ no change β”‚
   β”‚ QQuery 3  β”‚ 29.17 / 29.32 Β±0.10 / 29.48 ms β”‚      28.95 / 29.36 Β±0.40 / 30.12 ms β”‚ no change β”‚
   β”‚ QQuery 4  β”‚ 17.82 / 18.74 Β±1.04 / 20.66 ms β”‚      17.78 / 17.90 Β±0.07 / 17.98 ms β”‚ no change β”‚
   β”‚ QQuery 5  β”‚ 36.78 / 37.98 Β±1.21 / 39.94 ms β”‚      36.51 / 36.71 Β±0.17 / 37.00 ms β”‚ no change β”‚
   β”‚ QQuery 6  β”‚ 16.75 / 16.87 Β±0.11 / 17.06 ms β”‚      16.62 / 17.01 Β±0.41 / 17.76 ms β”‚ no change β”‚
   β”‚ QQuery 7  β”‚ 44.59 / 45.20 Β±0.65 / 46.33 ms β”‚      42.78 / 45.38 Β±3.31 / 51.75 ms β”‚ no change β”‚
   β”‚ QQuery 8  β”‚ 42.17 / 43.20 Β±0.93 / 44.57 ms β”‚      40.90 / 41.42 Β±0.32 / 41.80 ms β”‚ no change β”‚
   β”‚ QQuery 9  β”‚ 50.18 / 51.66 Β±1.43 / 54.04 ms β”‚      51.04 / 52.72 Β±1.13 / 54.05 ms β”‚ no change β”‚
   β”‚ QQuery 10 β”‚ 42.23 / 44.57 Β±3.02 / 50.40 ms β”‚      41.81 / 42.90 Β±0.86 / 44.27 ms β”‚ no change β”‚
   β”‚ QQuery 11 β”‚ 14.09 / 14.19 Β±0.06 / 14.29 ms β”‚      14.22 / 14.53 Β±0.25 / 14.82 ms β”‚ no change β”‚
   β”‚ QQuery 12 β”‚ 20.94 / 21.65 Β±0.49 / 22.20 ms β”‚      21.92 / 22.60 Β±1.02 / 24.63 ms β”‚ no change β”‚
   β”‚ QQuery 13 β”‚ 41.61 / 43.37 Β±1.76 / 46.52 ms β”‚      43.05 / 44.91 Β±2.35 / 49.53 ms β”‚ no change β”‚
   β”‚ QQuery 14 β”‚ 25.31 / 25.40 Β±0.08 / 25.52 ms β”‚      25.26 / 25.34 Β±0.05 / 25.40 ms β”‚ no change β”‚
   β”‚ QQuery 15 β”‚ 31.84 / 32.52 Β±0.62 / 33.62 ms β”‚      31.88 / 32.43 Β±0.47 / 33.22 ms β”‚ no change β”‚
   β”‚ QQuery 16 β”‚ 14.37 / 14.51 Β±0.13 / 14.71 ms β”‚      14.52 / 14.66 Β±0.14 / 14.88 ms β”‚ no change β”‚
   β”‚ QQuery 17 β”‚ 78.05 / 80.10 Β±2.21 / 84.13 ms β”‚      77.30 / 78.11 Β±0.67 / 78.83 ms β”‚ no change β”‚
   β”‚ QQuery 18 β”‚ 62.82 / 65.01 Β±2.99 / 70.86 ms β”‚      64.54 / 65.00 Β±0.55 / 65.94 ms β”‚ no change β”‚
   β”‚ QQuery 19 β”‚ 32.29 / 32.65 Β±0.23 / 32.88 ms β”‚      32.74 / 33.58 Β±0.96 / 35.37 ms β”‚ no change β”‚
   β”‚ QQuery 20 β”‚ 32.66 / 33.21 Β±0.66 / 34.38 ms β”‚      33.07 / 33.28 Β±0.23 / 33.72 ms β”‚ no change β”‚
   β”‚ QQuery 21 β”‚ 56.69 / 57.75 Β±0.83 / 58.66 ms β”‚      57.43 / 59.37 Β±1.76 / 61.84 ms β”‚ no change β”‚
   β”‚ QQuery 22 β”‚ 14.71 / 14.87 Β±0.13 / 15.08 ms β”‚      14.52 / 14.90 Β±0.37 / 15.58 ms β”‚ no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃          ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 784.79ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 784.60ms β”‚
   β”‚ Average Time (HEAD)                                β”‚  35.67ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚  35.66ms β”‚
   β”‚ Queries Faster                                     β”‚        0 β”‚
   β”‚ Queries Slower                                     β”‚        0 β”‚
   β”‚ Queries with No Change                             β”‚       22 β”‚
   β”‚ Queries with Failure                               β”‚        0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ```
   
   </p>
   </details>
   
   <details><summary>Resource Usage</summary>
   
   **tpch β€” base (merge-base)**
   | Metric | Value |
   |--------|-------|
   | Wall time | 5.0s |
   | Peak memory | 1.4 GiB |
   | Avg memory | 547.9 MiB |
   | CPU user | 22.0s |
   | CPU sys | 1.9s |
   | Peak spill | 0 B |
   
   **tpch β€” branch**
   | Metric | Value |
   |--------|-------|
   | Wall time | 5.0s |
   | Peak memory | 1.3 GiB |
   | Avg memory | 508.6 MiB |
   | CPU user | 21.9s |
   | CPU sys | 1.9s |
   | Peak spill | 0 B |
   
   </details>
   
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5827051321

   πŸ€– Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927384)
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c5826927384-2717-w2n5j 6.12.94+ #1 SMP Wed Aug 19 07:47:20 UTC 2026 aarch64 GNU/Linux`
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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 fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark tpch10
   ```
   
   </details>
   
   Results will be posted here when complete
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5826953115

   πŸ€– Benchmark running (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927484)
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) | `Linux bench-c5826927484-2714-q4chm 6.12.94+ #1 SMP Wed Aug 19 07:47:20 UTC 2026 aarch64 GNU/Linux`
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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 fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark tpcds
   env:
     DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true"
   ```
   
   </details>
   
   Results will be posted here when complete
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5827053539

   πŸ€– Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927484)
   
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
   
   Comparing fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark tpch10
   env:
     DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true"
   ```
   
   </details>
   
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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>
   
   <details><summary>Details</summary>
   <p>
   
   ```
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark tpch_sf10.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Query     ┃       HEAD ┃ fix-page-index-select-all-selection ┃    Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚  334.41 ms β”‚                           334.11 ms β”‚ no change β”‚
   β”‚ QQuery 2  β”‚  104.50 ms β”‚                           104.32 ms β”‚ no change β”‚
   β”‚ QQuery 3  β”‚  298.93 ms β”‚                           300.46 ms β”‚ no change β”‚
   β”‚ QQuery 4  β”‚  287.10 ms β”‚                           289.19 ms β”‚ no change β”‚
   β”‚ QQuery 5  β”‚  430.44 ms β”‚                           428.28 ms β”‚ no change β”‚
   β”‚ QQuery 6  β”‚  177.68 ms β”‚                           178.03 ms β”‚ no change β”‚
   β”‚ QQuery 7  β”‚  428.25 ms β”‚                           432.65 ms β”‚ no change β”‚
   β”‚ QQuery 8  β”‚  402.43 ms β”‚                           404.09 ms β”‚ no change β”‚
   β”‚ QQuery 9  β”‚  623.85 ms β”‚                           627.85 ms β”‚ no change β”‚
   β”‚ QQuery 10 β”‚  359.34 ms β”‚                           367.29 ms β”‚ no change β”‚
   β”‚ QQuery 11 β”‚   71.33 ms β”‚                            71.28 ms β”‚ no change β”‚
   β”‚ QQuery 12 β”‚  294.58 ms β”‚                           297.56 ms β”‚ no change β”‚
   β”‚ QQuery 13 β”‚  388.72 ms β”‚                           394.19 ms β”‚ no change β”‚
   β”‚ QQuery 14 β”‚  190.68 ms β”‚                           190.55 ms β”‚ no change β”‚
   β”‚ QQuery 15 β”‚  382.02 ms β”‚                           378.99 ms β”‚ no change β”‚
   β”‚ QQuery 16 β”‚   86.02 ms β”‚                            86.30 ms β”‚ no change β”‚
   β”‚ QQuery 17 β”‚  487.86 ms β”‚                           489.42 ms β”‚ no change β”‚
   β”‚ QQuery 18 β”‚  652.15 ms β”‚                           655.99 ms β”‚ no change β”‚
   β”‚ QQuery 19 β”‚  238.51 ms β”‚                           237.70 ms β”‚ no change β”‚
   β”‚ QQuery 20 β”‚  276.56 ms β”‚                           277.35 ms β”‚ no change β”‚
   β”‚ QQuery 21 β”‚ 1198.25 ms β”‚                          1195.39 ms β”‚ no change β”‚
   β”‚ QQuery 22 β”‚  125.43 ms β”‚                           125.93 ms β”‚ no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃           ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 7839.05ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 7866.91ms β”‚
   β”‚ Average Time (HEAD)                                β”‚  356.32ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚  357.59ms β”‚
   β”‚ Queries Faster                                     β”‚         0 β”‚
   β”‚ Queries Slower                                     β”‚         0 β”‚
   β”‚ Queries with No Change                             β”‚        22 β”‚
   β”‚ Queries with Failure                               β”‚         0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   
   Distribution per query (min / mean Β±stddev / max):
   
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark tpch_sf10.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Query     ┃                                  HEAD ┃  fix-page-index-select-all-selection ┃    Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚     334.41 / 336.69 Β±1.44 / 338.74 ms β”‚    334.11 / 335.58 Β±1.56 / 338.57 ms β”‚ no change β”‚
   β”‚ QQuery 2  β”‚     104.50 / 108.34 Β±4.68 / 117.30 ms β”‚    104.32 / 106.07 Β±1.49 / 107.91 ms β”‚ no change β”‚
   β”‚ QQuery 3  β”‚     298.93 / 303.35 Β±3.25 / 308.43 ms β”‚    300.46 / 302.20 Β±2.28 / 306.68 ms β”‚ no change β”‚
   β”‚ QQuery 4  β”‚     287.10 / 290.51 Β±2.74 / 293.76 ms β”‚    289.19 / 291.01 Β±1.63 / 293.90 ms β”‚ no change β”‚
   β”‚ QQuery 5  β”‚     430.44 / 433.43 Β±2.13 / 436.83 ms β”‚    428.28 / 432.20 Β±2.75 / 436.48 ms β”‚ no change β”‚
   β”‚ QQuery 6  β”‚     177.68 / 179.67 Β±1.88 / 183.23 ms β”‚    178.03 / 179.65 Β±2.63 / 184.89 ms β”‚ no change β”‚
   β”‚ QQuery 7  β”‚     428.25 / 433.67 Β±4.40 / 441.11 ms β”‚    432.65 / 434.54 Β±2.42 / 439.26 ms β”‚ no change β”‚
   β”‚ QQuery 8  β”‚     402.43 / 404.39 Β±1.80 / 407.67 ms β”‚    404.09 / 405.59 Β±1.74 / 408.81 ms β”‚ no change β”‚
   β”‚ QQuery 9  β”‚     623.85 / 633.73 Β±5.89 / 641.03 ms β”‚    627.85 / 635.87 Β±7.70 / 648.34 ms β”‚ no change β”‚
   β”‚ QQuery 10 β”‚     359.34 / 367.45 Β±4.94 / 374.20 ms β”‚    367.29 / 374.10 Β±7.37 / 387.78 ms β”‚ no change β”‚
   β”‚ QQuery 11 β”‚        71.33 / 75.34 Β±2.81 / 78.98 ms β”‚       71.28 / 73.23 Β±3.02 / 79.18 ms β”‚ no change β”‚
   β”‚ QQuery 12 β”‚     294.58 / 297.15 Β±3.90 / 304.91 ms β”‚    297.56 / 303.73 Β±5.44 / 311.62 ms β”‚ no change β”‚
   β”‚ QQuery 13 β”‚    388.72 / 402.93 Β±12.33 / 419.44 ms β”‚    394.19 / 406.15 Β±8.99 / 417.39 ms β”‚ no change β”‚
   β”‚ QQuery 14 β”‚     190.68 / 193.88 Β±1.98 / 196.69 ms β”‚    190.55 / 194.89 Β±3.21 / 199.61 ms β”‚ no change β”‚
   β”‚ QQuery 15 β”‚     382.02 / 386.88 Β±2.85 / 390.01 ms β”‚    378.99 / 382.06 Β±1.98 / 385.16 ms β”‚ no change β”‚
   β”‚ QQuery 16 β”‚        86.02 / 90.05 Β±3.60 / 95.21 ms β”‚       86.30 / 88.59 Β±1.92 / 92.06 ms β”‚ no change β”‚
   β”‚ QQuery 17 β”‚     487.86 / 496.41 Β±5.66 / 502.93 ms β”‚    489.42 / 496.04 Β±6.16 / 504.13 ms β”‚ no change β”‚
   β”‚ QQuery 18 β”‚     652.15 / 661.68 Β±7.48 / 670.91 ms β”‚    655.99 / 661.78 Β±4.95 / 670.28 ms β”‚ no change β”‚
   β”‚ QQuery 19 β”‚     238.51 / 245.00 Β±5.92 / 255.72 ms β”‚    237.70 / 244.89 Β±5.01 / 250.64 ms β”‚ no change β”‚
   β”‚ QQuery 20 β”‚     276.56 / 280.59 Β±3.44 / 286.45 ms β”‚    277.35 / 278.88 Β±1.54 / 281.82 ms β”‚ no change β”‚
   β”‚ QQuery 21 β”‚ 1198.25 / 1212.98 Β±12.42 / 1235.10 ms β”‚ 1195.39 / 1209.17 Β±8.46 / 1218.60 ms β”‚ no change β”‚
   β”‚ QQuery 22 β”‚    125.43 / 140.09 Β±13.75 / 166.19 ms β”‚   125.93 / 139.85 Β±11.23 / 155.64 ms β”‚ no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃           ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 7974.21ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 7976.06ms β”‚
   β”‚ Average Time (HEAD)                                β”‚  362.46ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚  362.55ms β”‚
   β”‚ Queries Faster                                     β”‚         0 β”‚
   β”‚ Queries Slower                                     β”‚         0 β”‚
   β”‚ Queries with No Change                             β”‚        22 β”‚
   β”‚ Queries with Failure                               β”‚         0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ```
   
   </p>
   </details>
   
   <details><summary>Resource Usage</summary>
   
   **tpch10 β€” base (merge-base)**
   | Metric | Value |
   |--------|-------|
   | Wall time | 40.0s |
   | Peak memory | 3.1 GiB |
   | Avg memory | 1.3 GiB |
   | CPU user | 413.1s |
   | CPU sys | 18.3s |
   | Peak spill | 0 B |
   
   **tpch10 β€” branch**
   | Metric | Value |
   |--------|-------|
   | Wall time | 40.0s |
   | Peak memory | 2.6 GiB |
   | Avg memory | 1.2 GiB |
   | CPU user | 414.5s |
   | CPU sys | 18.0s |
   | Peak spill | 0 B |
   
   </details>
   
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangb (via GitHub)" <gi...@apache.org>.
adriangb commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5827196316

   Benchmark summary (min of runs, `main` 696eaf5 vs this PR 9c02dad).
   
   | Suite | Config | `main` total | PR total | Change | Faster / slower | Results |
   |---|---|---|---|---|---|---|
   | tpch SF1 | default | 766.0 ms | 767.3 ms | +0.2% | 0 / 0 | [link](https://github.com/apache/datafusion/pull/25729#issuecomment-5827039710) |
   | tpch SF10 | default | 6337.0 ms | 6344.9 ms | +0.1% | 0 / 0 | [link](https://github.com/apache/datafusion/pull/25729#issuecomment-5827109871) |
   | tpcds SF1 | default | 9319.9 ms | 9324.6 ms | +0.1% | 0 / 0 | [link](https://github.com/apache/datafusion/pull/25729#issuecomment-5827114531) |
   | clickbench_partitioned | default | 19943.6 ms | 19731.2 ms | -1.1% | 3 / 0 | [link](https://github.com/apache/datafusion/pull/25729#issuecomment-5827165274) |
   | tpch SF1 | `pushdown_filters=true` | 849.5 ms | 849.8 ms | +0.0% | 0 / 0 | [link](https://github.com/apache/datafusion/pull/25729#issuecomment-5827035842) |
   | tpch SF10 | `pushdown_filters=true` | 7839.1 ms | 7866.9 ms | +0.4% | 0 / 0 | [link](https://github.com/apache/datafusion/pull/25729#issuecomment-5827053539) |
   | tpcds SF1 | `pushdown_filters=true` | 7742.6 ms | 7748.3 ms | +0.1% | 0 / 0 | [link](https://github.com/apache/datafusion/pull/25729#issuecomment-5827051824) |
   | clickbench_partitioned | `pushdown_filters=true` | 16510.4 ms | 16519.8 ms | +0.1% | 1 / 1 | [link](https://github.com/apache/datafusion/pull/25729#issuecomment-5827098974) |
   
   Queries with a change of more than 7% (min):
   
   | Query | Config | `main` | PR | Change | `main` mean Β± stddev |
   |---|---|---|---|---|---|
   | clickbench Q39 | default | 152.1 ms | 138.8 ms | 1.10x faster | 161.1 Β± 7.6 ms |
   | clickbench Q36 | `pushdown_filters=true` | 67.6 ms | 77.6 ms | 1.15x slower | 83.9 Β± 14.6 ms |
   | clickbench Q39 | `pushdown_filters=true` | 142.3 ms | 132.2 ms | 1.08x faster | 154.9 Β± 9.9 ms |
   
   No regression: all totals are within Β±1.1%, and the only slower query (Q36, stddev Β±17%) is 1.07x faster in the default config.
   


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangb (via GitHub)" <gi...@apache.org>.
adriangb commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5826927484

   run benchmark tpch tpch10 tpcds clickbench_partitioned
   
   ```yaml
   env:
     DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true"
   ```


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5827035842

   πŸ€– Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927484)
   
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
   
   Comparing fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark tpch
   env:
     DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true"
   ```
   
   </details>
   
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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>
   
   <details><summary>Details</summary>
   <p>
   
   ```
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark tpch_sf1.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Query     ┃     HEAD ┃ fix-page-index-select-all-selection ┃    Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚ 41.60 ms β”‚                            40.97 ms β”‚ no change β”‚
   β”‚ QQuery 2  β”‚ 19.40 ms β”‚                            19.45 ms β”‚ no change β”‚
   β”‚ QQuery 3  β”‚ 31.54 ms β”‚                            31.43 ms β”‚ no change β”‚
   β”‚ QQuery 4  β”‚ 25.39 ms β”‚                            25.46 ms β”‚ no change β”‚
   β”‚ QQuery 5  β”‚ 43.02 ms β”‚                            42.56 ms β”‚ no change β”‚
   β”‚ QQuery 6  β”‚ 22.35 ms β”‚                            22.19 ms β”‚ no change β”‚
   β”‚ QQuery 7  β”‚ 43.88 ms β”‚                            44.03 ms β”‚ no change β”‚
   β”‚ QQuery 8  β”‚ 46.28 ms β”‚                            46.50 ms β”‚ no change β”‚
   β”‚ QQuery 9  β”‚ 64.00 ms β”‚                            63.21 ms β”‚ no change β”‚
   β”‚ QQuery 10 β”‚ 45.82 ms β”‚                            46.30 ms β”‚ no change β”‚
   β”‚ QQuery 11 β”‚ 14.68 ms β”‚                            14.84 ms β”‚ no change β”‚
   β”‚ QQuery 12 β”‚ 39.47 ms β”‚                            39.83 ms β”‚ no change β”‚
   β”‚ QQuery 13 β”‚ 39.99 ms β”‚                            39.42 ms β”‚ no change β”‚
   β”‚ QQuery 14 β”‚ 26.36 ms β”‚                            26.26 ms β”‚ no change β”‚
   β”‚ QQuery 15 β”‚ 39.86 ms β”‚                            40.41 ms β”‚ no change β”‚
   β”‚ QQuery 16 β”‚ 15.27 ms β”‚                            15.39 ms β”‚ no change β”‚
   β”‚ QQuery 17 β”‚ 71.09 ms β”‚                            71.93 ms β”‚ no change β”‚
   β”‚ QQuery 18 β”‚ 75.15 ms β”‚                            74.98 ms β”‚ no change β”‚
   β”‚ QQuery 19 β”‚ 31.95 ms β”‚                            32.04 ms β”‚ no change β”‚
   β”‚ QQuery 20 β”‚ 30.14 ms β”‚                            30.23 ms β”‚ no change β”‚
   β”‚ QQuery 21 β”‚ 65.81 ms β”‚                            65.84 ms β”‚ no change β”‚
   β”‚ QQuery 22 β”‚ 16.42 ms β”‚                            16.48 ms β”‚ no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃          ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 849.47ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 849.75ms β”‚
   β”‚ Average Time (HEAD)                                β”‚  38.61ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚  38.62ms β”‚
   β”‚ Queries Faster                                     β”‚        0 β”‚
   β”‚ Queries Slower                                     β”‚        0 β”‚
   β”‚ Queries with No Change                             β”‚       22 β”‚
   β”‚ Queries with Failure                               β”‚        0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   
   Distribution per query (min / mean Β±stddev / max):
   
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark tpch_sf1.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Query     ┃                           HEAD ┃ fix-page-index-select-all-selection ┃    Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚ 41.60 / 42.57 Β±0.92 / 44.10 ms β”‚      40.97 / 42.46 Β±1.10 / 43.88 ms β”‚ no change β”‚
   β”‚ QQuery 2  β”‚ 19.40 / 19.89 Β±0.41 / 20.58 ms β”‚      19.45 / 19.76 Β±0.56 / 20.89 ms β”‚ no change β”‚
   β”‚ QQuery 3  β”‚ 31.54 / 31.64 Β±0.13 / 31.89 ms β”‚      31.43 / 31.65 Β±0.15 / 31.84 ms β”‚ no change β”‚
   β”‚ QQuery 4  β”‚ 25.39 / 25.69 Β±0.38 / 26.44 ms β”‚      25.46 / 25.97 Β±0.82 / 27.59 ms β”‚ no change β”‚
   β”‚ QQuery 5  β”‚ 43.02 / 43.19 Β±0.12 / 43.32 ms β”‚      42.56 / 43.32 Β±0.65 / 44.53 ms β”‚ no change β”‚
   β”‚ QQuery 6  β”‚ 22.35 / 22.56 Β±0.20 / 22.89 ms β”‚      22.19 / 22.62 Β±0.58 / 23.74 ms β”‚ no change β”‚
   β”‚ QQuery 7  β”‚ 43.88 / 45.06 Β±1.47 / 47.96 ms β”‚      44.03 / 44.35 Β±0.21 / 44.65 ms β”‚ no change β”‚
   β”‚ QQuery 8  β”‚ 46.28 / 46.50 Β±0.23 / 46.82 ms β”‚      46.50 / 46.91 Β±0.53 / 47.95 ms β”‚ no change β”‚
   β”‚ QQuery 9  β”‚ 64.00 / 64.77 Β±0.64 / 65.47 ms β”‚      63.21 / 64.73 Β±1.04 / 66.49 ms β”‚ no change β”‚
   β”‚ QQuery 10 β”‚ 45.82 / 46.37 Β±0.63 / 47.60 ms β”‚      46.30 / 47.17 Β±0.66 / 48.29 ms β”‚ no change β”‚
   β”‚ QQuery 11 β”‚ 14.68 / 15.26 Β±0.65 / 16.49 ms β”‚      14.84 / 15.53 Β±0.81 / 17.04 ms β”‚ no change β”‚
   β”‚ QQuery 12 β”‚ 39.47 / 39.85 Β±0.45 / 40.67 ms β”‚      39.83 / 40.31 Β±0.40 / 40.95 ms β”‚ no change β”‚
   β”‚ QQuery 13 β”‚ 39.99 / 40.18 Β±0.14 / 40.41 ms β”‚      39.42 / 39.94 Β±0.35 / 40.29 ms β”‚ no change β”‚
   β”‚ QQuery 14 β”‚ 26.36 / 26.74 Β±0.59 / 27.91 ms β”‚      26.26 / 27.02 Β±0.98 / 28.93 ms β”‚ no change β”‚
   β”‚ QQuery 15 β”‚ 39.86 / 40.46 Β±0.47 / 40.97 ms β”‚      40.41 / 40.79 Β±0.29 / 41.20 ms β”‚ no change β”‚
   β”‚ QQuery 16 β”‚ 15.27 / 15.98 Β±0.74 / 17.39 ms β”‚      15.39 / 15.98 Β±0.79 / 17.50 ms β”‚ no change β”‚
   β”‚ QQuery 17 β”‚ 71.09 / 72.24 Β±0.71 / 73.17 ms β”‚      71.93 / 73.84 Β±2.00 / 77.49 ms β”‚ no change β”‚
   β”‚ QQuery 18 β”‚ 75.15 / 75.69 Β±0.56 / 76.50 ms β”‚      74.98 / 75.54 Β±0.58 / 76.28 ms β”‚ no change β”‚
   β”‚ QQuery 19 β”‚ 31.95 / 32.15 Β±0.15 / 32.42 ms β”‚      32.04 / 32.36 Β±0.24 / 32.75 ms β”‚ no change β”‚
   β”‚ QQuery 20 β”‚ 30.14 / 30.91 Β±0.86 / 32.55 ms β”‚      30.23 / 30.62 Β±0.35 / 31.06 ms β”‚ no change β”‚
   β”‚ QQuery 21 β”‚ 65.81 / 67.08 Β±0.82 / 68.19 ms β”‚      65.84 / 67.40 Β±1.19 / 69.41 ms β”‚ no change β”‚
   β”‚ QQuery 22 β”‚ 16.42 / 16.61 Β±0.13 / 16.77 ms β”‚      16.48 / 16.86 Β±0.35 / 17.43 ms β”‚ no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃          ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 861.38ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 865.12ms β”‚
   β”‚ Average Time (HEAD)                                β”‚  39.15ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚  39.32ms β”‚
   β”‚ Queries Faster                                     β”‚        0 β”‚
   β”‚ Queries Slower                                     β”‚        0 β”‚
   β”‚ Queries with No Change                             β”‚       22 β”‚
   β”‚ Queries with Failure                               β”‚        0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ```
   
   </p>
   </details>
   
   <details><summary>Resource Usage</summary>
   
   **tpch β€” base (merge-base)**
   | Metric | Value |
   |--------|-------|
   | Wall time | 5.0s |
   | Peak memory | 1.0 GiB |
   | Avg memory | 634.2 MiB |
   | CPU user | 23.3s |
   | CPU sys | 1.7s |
   | Peak spill | 0 B |
   
   **tpch β€” branch**
   | Metric | Value |
   |--------|-------|
   | Wall time | 5.0s |
   | Peak memory | 1.0 GiB |
   | Avg memory | 618.3 MiB |
   | CPU user | 23.3s |
   | CPU sys | 1.7s |
   | Peak spill | 0 B |
   
   </details>
   
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5827098974

   πŸ€– Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927484)
   
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
   
   Comparing fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark clickbench_partitioned
   env:
     DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true"
   ```
   
   </details>
   
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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>
   
   <details><summary>Details</summary>
   <p>
   
   ```
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark clickbench_partitioned.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query     ┃       HEAD ┃ fix-page-index-select-all-selection ┃        Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 0  β”‚    1.26 ms β”‚                             1.29 ms β”‚     no change β”‚
   β”‚ QQuery 1  β”‚   12.50 ms β”‚                            12.49 ms β”‚     no change β”‚
   β”‚ QQuery 2  β”‚   36.63 ms β”‚                            36.85 ms β”‚     no change β”‚
   β”‚ QQuery 3  β”‚   32.00 ms β”‚                            32.17 ms β”‚     no change β”‚
   β”‚ QQuery 4  β”‚  245.55 ms β”‚                           243.39 ms β”‚     no change β”‚
   β”‚ QQuery 5  β”‚  277.84 ms β”‚                           275.34 ms β”‚     no change β”‚
   β”‚ QQuery 6  β”‚    1.29 ms β”‚                             1.34 ms β”‚     no change β”‚
   β”‚ QQuery 7  β”‚   16.03 ms β”‚                            16.30 ms β”‚     no change β”‚
   β”‚ QQuery 8  β”‚  342.83 ms β”‚                           345.60 ms β”‚     no change β”‚
   β”‚ QQuery 9  β”‚  479.02 ms β”‚                           480.61 ms β”‚     no change β”‚
   β”‚ QQuery 10 β”‚   90.80 ms β”‚                            90.91 ms β”‚     no change β”‚
   β”‚ QQuery 11 β”‚  101.63 ms β”‚                           101.35 ms β”‚     no change β”‚
   β”‚ QQuery 12 β”‚  297.27 ms β”‚                           295.55 ms β”‚     no change β”‚
   β”‚ QQuery 13 β”‚  407.50 ms β”‚                           407.96 ms β”‚     no change β”‚
   β”‚ QQuery 14 β”‚  317.72 ms β”‚                           316.14 ms β”‚     no change β”‚
   β”‚ QQuery 15 β”‚  291.41 ms β”‚                           299.66 ms β”‚     no change β”‚
   β”‚ QQuery 16 β”‚  625.31 ms β”‚                           626.05 ms β”‚     no change β”‚
   β”‚ QQuery 17 β”‚  623.39 ms β”‚                           635.20 ms β”‚     no change β”‚
   β”‚ QQuery 18 β”‚ 1285.09 ms β”‚                          1297.96 ms β”‚     no change β”‚
   β”‚ QQuery 19 β”‚   29.89 ms β”‚                            29.69 ms β”‚     no change β”‚
   β”‚ QQuery 20 β”‚  520.24 ms β”‚                           518.78 ms β”‚     no change β”‚
   β”‚ QQuery 21 β”‚  567.24 ms β”‚                           566.09 ms β”‚     no change β”‚
   β”‚ QQuery 22 β”‚  790.50 ms β”‚                           786.51 ms β”‚     no change β”‚
   β”‚ QQuery 23 β”‚  130.71 ms β”‚                           132.82 ms β”‚     no change β”‚
   β”‚ QQuery 24 β”‚   44.53 ms β”‚                            45.89 ms β”‚     no change β”‚
   β”‚ QQuery 25 β”‚  137.37 ms β”‚                           136.62 ms β”‚     no change β”‚
   β”‚ QQuery 26 β”‚   48.38 ms β”‚                            48.84 ms β”‚     no change β”‚
   β”‚ QQuery 27 β”‚  553.51 ms β”‚                           547.52 ms β”‚     no change β”‚
   β”‚ QQuery 28 β”‚ 2940.33 ms β”‚                          2937.20 ms β”‚     no change β”‚
   β”‚ QQuery 29 β”‚   41.59 ms β”‚                            41.88 ms β”‚     no change β”‚
   β”‚ QQuery 30 β”‚  316.32 ms β”‚                           316.36 ms β”‚     no change β”‚
   β”‚ QQuery 31 β”‚  290.40 ms β”‚                           285.34 ms β”‚     no change β”‚
   β”‚ QQuery 32 β”‚  978.65 ms β”‚                           957.28 ms β”‚     no change β”‚
   β”‚ QQuery 33 β”‚ 1488.79 ms β”‚                          1496.54 ms β”‚     no change β”‚
   β”‚ QQuery 34 β”‚ 1515.25 ms β”‚                          1517.53 ms β”‚     no change β”‚
   β”‚ QQuery 35 β”‚  298.78 ms β”‚                           306.29 ms β”‚     no change β”‚
   β”‚ QQuery 36 β”‚   67.55 ms β”‚                            77.64 ms β”‚  1.15x slower β”‚
   β”‚ QQuery 37 β”‚   37.23 ms β”‚                            37.81 ms β”‚     no change β”‚
   β”‚ QQuery 38 β”‚   36.03 ms β”‚                            35.66 ms β”‚     no change β”‚
   β”‚ QQuery 39 β”‚  142.34 ms β”‚                           132.15 ms β”‚ +1.08x faster β”‚
   β”‚ QQuery 40 β”‚   18.39 ms β”‚                            18.11 ms β”‚     no change β”‚
   β”‚ QQuery 41 β”‚   16.86 ms β”‚                            16.71 ms β”‚     no change β”‚
   β”‚ QQuery 42 β”‚   14.44 ms β”‚                            14.41 ms β”‚     no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃            ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 16510.39ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 16519.83ms β”‚
   β”‚ Average Time (HEAD)                                β”‚   383.96ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚   384.18ms β”‚
   β”‚ Queries Faster                                     β”‚          1 β”‚
   β”‚ Queries Slower                                     β”‚          1 β”‚
   β”‚ Queries with No Change                             β”‚         41 β”‚
   β”‚ Queries with Failure                               β”‚          0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   
   Distribution per query (min / mean Β±stddev / max):
   
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark clickbench_partitioned.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query     ┃                                  HEAD ┃   fix-page-index-select-all-selection ┃        Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   β”‚ QQuery 0  β”‚          1.26 / 4.17 Β±5.66 / 15.48 ms β”‚          1.29 / 4.20 Β±5.66 / 15.51 ms β”‚     no change β”‚
   β”‚ QQuery 1  β”‚        12.50 / 12.63 Β±0.12 / 12.81 ms β”‚        12.49 / 12.63 Β±0.12 / 12.82 ms β”‚     no change β”‚
   β”‚ QQuery 2  β”‚        36.63 / 37.24 Β±0.49 / 37.87 ms β”‚        36.85 / 37.27 Β±0.35 / 37.89 ms β”‚     no change β”‚
   β”‚ QQuery 3  β”‚        32.00 / 32.51 Β±0.66 / 33.80 ms β”‚        32.17 / 32.57 Β±0.51 / 33.57 ms β”‚     no change β”‚
   β”‚ QQuery 4  β”‚     245.55 / 247.16 Β±0.96 / 248.37 ms β”‚     243.39 / 246.65 Β±3.10 / 252.24 ms β”‚     no change β”‚
   β”‚ QQuery 5  β”‚     277.84 / 280.99 Β±1.73 / 283.02 ms β”‚     275.34 / 278.60 Β±3.92 / 286.16 ms β”‚     no change β”‚
   β”‚ QQuery 6  β”‚           1.29 / 1.45 Β±0.24 / 1.93 ms β”‚           1.34 / 1.49 Β±0.24 / 1.97 ms β”‚     no change β”‚
   β”‚ QQuery 7  β”‚        16.03 / 17.08 Β±1.34 / 19.72 ms β”‚        16.30 / 18.33 Β±3.87 / 26.07 ms β”‚  1.07x slower β”‚
   β”‚ QQuery 8  β”‚     342.83 / 346.72 Β±3.78 / 352.92 ms β”‚     345.60 / 350.08 Β±5.00 / 356.87 ms β”‚     no change β”‚
   β”‚ QQuery 9  β”‚     479.02 / 489.24 Β±8.45 / 500.50 ms β”‚     480.61 / 493.07 Β±6.83 / 500.97 ms β”‚     no change β”‚
   β”‚ QQuery 10 β”‚        90.80 / 91.52 Β±0.77 / 92.62 ms β”‚        90.91 / 91.93 Β±0.70 / 92.85 ms β”‚     no change β”‚
   β”‚ QQuery 11 β”‚     101.63 / 103.44 Β±2.13 / 107.46 ms β”‚     101.35 / 102.07 Β±0.77 / 103.49 ms β”‚     no change β”‚
   β”‚ QQuery 12 β”‚     297.27 / 303.46 Β±4.29 / 308.56 ms β”‚     295.55 / 301.66 Β±7.48 / 314.57 ms β”‚     no change β”‚
   β”‚ QQuery 13 β”‚    407.50 / 419.02 Β±11.41 / 435.93 ms β”‚    407.96 / 430.28 Β±13.51 / 444.05 ms β”‚     no change β”‚
   β”‚ QQuery 14 β”‚     317.72 / 322.82 Β±4.58 / 329.88 ms β”‚     316.14 / 319.98 Β±2.97 / 325.01 ms β”‚     no change β”‚
   β”‚ QQuery 15 β”‚     291.41 / 297.35 Β±3.53 / 301.82 ms β”‚    299.66 / 313.72 Β±15.90 / 343.12 ms β”‚  1.06x slower β”‚
   β”‚ QQuery 16 β”‚     625.31 / 634.09 Β±7.31 / 642.82 ms β”‚    626.05 / 642.01 Β±14.56 / 667.56 ms β”‚     no change β”‚
   β”‚ QQuery 17 β”‚    623.39 / 644.90 Β±12.35 / 660.04 ms β”‚     635.20 / 642.66 Β±3.75 / 644.91 ms β”‚     no change β”‚
   β”‚ QQuery 18 β”‚ 1285.09 / 1329.88 Β±35.77 / 1386.27 ms β”‚ 1297.96 / 1337.67 Β±62.61 / 1462.22 ms β”‚     no change β”‚
   β”‚ QQuery 19 β”‚        29.89 / 32.03 Β±3.75 / 39.50 ms β”‚        29.69 / 30.28 Β±0.64 / 31.45 ms β”‚ +1.06x faster β”‚
   β”‚ QQuery 20 β”‚    520.24 / 541.88 Β±30.29 / 600.87 ms β”‚     518.78 / 527.97 Β±5.24 / 533.22 ms β”‚     no change β”‚
   β”‚ QQuery 21 β”‚     567.24 / 574.40 Β±4.12 / 580.13 ms β”‚     566.09 / 575.31 Β±7.20 / 582.07 ms β”‚     no change β”‚
   β”‚ QQuery 22 β”‚     790.50 / 797.05 Β±5.58 / 804.82 ms β”‚    786.51 / 801.59 Β±11.56 / 820.60 ms β”‚     no change β”‚
   β”‚ QQuery 23 β”‚     130.71 / 137.57 Β±3.60 / 140.96 ms β”‚     132.82 / 140.53 Β±7.59 / 150.73 ms β”‚     no change β”‚
   β”‚ QQuery 24 β”‚        44.53 / 45.25 Β±1.12 / 47.49 ms β”‚        45.89 / 52.98 Β±5.59 / 58.48 ms β”‚  1.17x slower β”‚
   β”‚ QQuery 25 β”‚     137.37 / 141.11 Β±3.74 / 147.80 ms β”‚     136.62 / 140.22 Β±4.27 / 148.45 ms β”‚     no change β”‚
   β”‚ QQuery 26 β”‚        48.38 / 50.56 Β±3.13 / 56.75 ms β”‚        48.84 / 52.99 Β±4.74 / 60.85 ms β”‚     no change β”‚
   β”‚ QQuery 27 β”‚     553.51 / 566.48 Β±7.17 / 573.14 ms β”‚    547.52 / 566.88 Β±13.98 / 582.32 ms β”‚     no change β”‚
   β”‚ QQuery 28 β”‚ 2940.33 / 2963.00 Β±22.25 / 2995.62 ms β”‚  2937.20 / 2941.58 Β±4.41 / 2948.61 ms β”‚     no change β”‚
   β”‚ QQuery 29 β”‚        41.59 / 42.31 Β±0.81 / 43.84 ms β”‚        41.88 / 46.50 Β±5.16 / 53.75 ms β”‚  1.10x slower β”‚
   β”‚ QQuery 30 β”‚    316.32 / 336.41 Β±16.15 / 361.78 ms β”‚    316.36 / 330.07 Β±11.55 / 349.00 ms β”‚     no change β”‚
   β”‚ QQuery 31 β”‚     290.40 / 299.44 Β±6.56 / 308.73 ms β”‚     285.34 / 298.22 Β±7.82 / 306.72 ms β”‚     no change β”‚
   β”‚ QQuery 32 β”‚  978.65 / 1006.99 Β±16.22 / 1025.91 ms β”‚  957.28 / 1021.00 Β±55.23 / 1089.57 ms β”‚     no change β”‚
   β”‚ QQuery 33 β”‚ 1488.79 / 1515.81 Β±15.20 / 1531.12 ms β”‚ 1496.54 / 1525.55 Β±18.32 / 1553.96 ms β”‚     no change β”‚
   β”‚ QQuery 34 β”‚ 1515.25 / 1541.98 Β±32.80 / 1605.14 ms β”‚ 1517.53 / 1553.78 Β±37.53 / 1621.68 ms β”‚     no change β”‚
   β”‚ QQuery 35 β”‚    298.78 / 327.57 Β±41.53 / 409.94 ms β”‚   306.29 / 382.18 Β±122.44 / 625.98 ms β”‚  1.17x slower β”‚
   β”‚ QQuery 36 β”‚      67.55 / 83.86 Β±14.60 / 106.42 ms β”‚      77.64 / 89.67 Β±12.55 / 111.96 ms β”‚  1.07x slower β”‚
   β”‚ QQuery 37 β”‚        37.23 / 39.69 Β±3.33 / 46.11 ms β”‚        37.81 / 39.67 Β±2.92 / 45.42 ms β”‚     no change β”‚
   β”‚ QQuery 38 β”‚        36.03 / 40.17 Β±7.62 / 55.39 ms β”‚       35.66 / 42.56 Β±10.49 / 63.34 ms β”‚  1.06x slower β”‚
   β”‚ QQuery 39 β”‚     142.34 / 154.86 Β±9.88 / 166.63 ms β”‚    132.15 / 146.09 Β±11.51 / 163.07 ms β”‚ +1.06x faster β”‚
   β”‚ QQuery 40 β”‚        18.39 / 18.55 Β±0.12 / 18.72 ms β”‚        18.11 / 18.54 Β±0.33 / 19.08 ms β”‚     no change β”‚
   β”‚ QQuery 41 β”‚        16.86 / 17.28 Β±0.33 / 17.83 ms β”‚        16.71 / 19.37 Β±4.84 / 29.04 ms β”‚  1.12x slower β”‚
   β”‚ QQuery 42 β”‚        14.44 / 14.57 Β±0.15 / 14.85 ms β”‚        14.41 / 14.80 Β±0.37 / 15.44 ms β”‚     no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃            ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 16904.45ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 17015.19ms β”‚
   β”‚ Average Time (HEAD)                                β”‚   393.13ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚   395.70ms β”‚
   β”‚ Queries Faster                                     β”‚          2 β”‚
   β”‚ Queries Slower                                     β”‚          8 β”‚
   β”‚ Queries with No Change                             β”‚         33 β”‚
   β”‚ Queries with Failure                               β”‚          0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ```
   
   </p>
   </details>
   
   <details><summary>Resource Usage</summary>
   
   **clickbench_partitioned β€” base (merge-base)**
   | Metric | Value |
   |--------|-------|
   | Wall time | 85.0s |
   | Peak memory | 11.3 GiB |
   | Avg memory | 4.7 GiB |
   | CPU user | 856.4s |
   | CPU sys | 62.3s |
   | Peak spill | 0 B |
   
   **clickbench_partitioned β€” branch**
   | Metric | Value |
   |--------|-------|
   | Wall time | 90.0s |
   | Peak memory | 11.7 GiB |
   | Avg memory | 4.6 GiB |
   | CPU user | 855.9s |
   | CPU sys | 62.8s |
   | Peak spill | 0 B |
   
   </details>
   
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org


Re: [PR] fix: do not install a Parquet row selection when the page index prunes nothing [datafusion]

Posted by "adriangbot (via GitHub)" <gi...@apache.org>.
adriangbot commented on PR #25729:
URL: https://github.com/apache/datafusion/pull/25729#issuecomment-5827109871

   πŸ€– Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25729#issuecomment-5826927384)
   
   **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB)
   
   Comparing fix-page-index-select-all-selection (9c02dad237af9de2ef003ab51f2865ced60e28f2) to 696eaf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/696eaf58d436faa6532aa0f5875b5a120b94d0eb..9c02dad237af9de2ef003ab51f2865ced60e28f2)
   
   <details><summary>Run configuration</summary>
   
   ```yaml
   run benchmark tpch10
   ```
   
   </details>
   
   <details><summary>CPU Details (lscpu)</summary>
   
   ```
   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>
   
   <details><summary>Details</summary>
   <p>
   
   ```
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark tpch_sf10.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Query     ┃      HEAD ┃ fix-page-index-select-all-selection ┃    Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚ 329.90 ms β”‚                           329.75 ms β”‚ no change β”‚
   β”‚ QQuery 2  β”‚  90.87 ms β”‚                            90.45 ms β”‚ no change β”‚
   β”‚ QQuery 3  β”‚ 212.80 ms β”‚                           211.77 ms β”‚ no change β”‚
   β”‚ QQuery 4  β”‚ 112.94 ms β”‚                           111.67 ms β”‚ no change β”‚
   β”‚ QQuery 5  β”‚ 338.94 ms β”‚                           353.36 ms β”‚ no change β”‚
   β”‚ QQuery 6  β”‚ 124.24 ms β”‚                           123.95 ms β”‚ no change β”‚
   β”‚ QQuery 7  β”‚ 447.56 ms β”‚                           441.45 ms β”‚ no change β”‚
   β”‚ QQuery 8  β”‚ 352.38 ms β”‚                           351.80 ms β”‚ no change β”‚
   β”‚ QQuery 9  β”‚ 505.47 ms β”‚                           514.39 ms β”‚ no change β”‚
   β”‚ QQuery 10 β”‚ 282.52 ms β”‚                           285.01 ms β”‚ no change β”‚
   β”‚ QQuery 11 β”‚  62.77 ms β”‚                            63.29 ms β”‚ no change β”‚
   β”‚ QQuery 12 β”‚ 147.89 ms β”‚                           147.41 ms β”‚ no change β”‚
   β”‚ QQuery 13 β”‚ 292.20 ms β”‚                           300.74 ms β”‚ no change β”‚
   β”‚ QQuery 14 β”‚ 166.33 ms β”‚                           166.90 ms β”‚ no change β”‚
   β”‚ QQuery 15 β”‚ 297.62 ms β”‚                           298.10 ms β”‚ no change β”‚
   β”‚ QQuery 16 β”‚  62.78 ms β”‚                            63.51 ms β”‚ no change β”‚
   β”‚ QQuery 17 β”‚ 581.27 ms β”‚                           571.59 ms β”‚ no change β”‚
   β”‚ QQuery 18 β”‚ 704.38 ms β”‚                           710.05 ms β”‚ no change β”‚
   β”‚ QQuery 19 β”‚ 237.11 ms β”‚                           230.25 ms β”‚ no change β”‚
   β”‚ QQuery 20 β”‚ 267.85 ms β”‚                           274.32 ms β”‚ no change β”‚
   β”‚ QQuery 21 β”‚ 659.79 ms β”‚                           646.36 ms β”‚ no change β”‚
   β”‚ QQuery 22 β”‚  59.40 ms β”‚                            58.75 ms β”‚ no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃           ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 6337.02ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 6344.87ms β”‚
   β”‚ Average Time (HEAD)                                β”‚  288.05ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚  288.40ms β”‚
   β”‚ Queries Faster                                     β”‚         0 β”‚
   β”‚ Queries Slower                                     β”‚         0 β”‚
   β”‚ Queries with No Change                             β”‚        22 β”‚
   β”‚ Queries with Failure                               β”‚         0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   
   Distribution per query (min / mean Β±stddev / max):
   
   Comparing HEAD and fix-page-index-select-all-selection
   --------------------
   Benchmark tpch_sf10.json
   --------------------
   ┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Query     ┃                               HEAD ┃ fix-page-index-select-all-selection ┃    Change ┃
   ┑━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ QQuery 1  β”‚  329.90 / 331.93 Β±1.22 / 333.47 ms β”‚   329.75 / 331.05 Β±0.68 / 331.70 ms β”‚ no change β”‚
   β”‚ QQuery 2  β”‚     90.87 / 92.59 Β±1.04 / 93.56 ms β”‚      90.45 / 91.40 Β±0.92 / 93.03 ms β”‚ no change β”‚
   β”‚ QQuery 3  β”‚  212.80 / 215.90 Β±2.28 / 219.80 ms β”‚   211.77 / 216.21 Β±2.51 / 218.68 ms β”‚ no change β”‚
   β”‚ QQuery 4  β”‚  112.94 / 114.35 Β±1.20 / 116.36 ms β”‚   111.67 / 113.58 Β±1.43 / 115.27 ms β”‚ no change β”‚
   β”‚ QQuery 5  β”‚  338.94 / 344.64 Β±4.27 / 348.99 ms β”‚   353.36 / 355.93 Β±2.52 / 359.92 ms β”‚ no change β”‚
   β”‚ QQuery 6  β”‚  124.24 / 125.98 Β±1.98 / 129.82 ms β”‚   123.95 / 125.99 Β±2.49 / 130.89 ms β”‚ no change β”‚
   β”‚ QQuery 7  β”‚  447.56 / 455.23 Β±6.13 / 464.04 ms β”‚   441.45 / 445.80 Β±4.84 / 452.80 ms β”‚ no change β”‚
   β”‚ QQuery 8  β”‚  352.38 / 354.90 Β±3.87 / 362.58 ms β”‚   351.80 / 354.29 Β±1.83 / 356.91 ms β”‚ no change β”‚
   β”‚ QQuery 9  β”‚ 505.47 / 517.39 Β±16.69 / 550.45 ms β”‚   514.39 / 520.18 Β±4.06 / 524.51 ms β”‚ no change β”‚
   β”‚ QQuery 10 β”‚  282.52 / 287.63 Β±2.91 / 290.28 ms β”‚   285.01 / 291.65 Β±4.59 / 299.05 ms β”‚ no change β”‚
   β”‚ QQuery 11 β”‚     62.77 / 64.13 Β±0.79 / 65.24 ms β”‚      63.29 / 64.69 Β±0.73 / 65.39 ms β”‚ no change β”‚
   β”‚ QQuery 12 β”‚  147.89 / 156.12 Β±6.79 / 167.27 ms β”‚   147.41 / 153.30 Β±5.60 / 163.52 ms β”‚ no change β”‚
   β”‚ QQuery 13 β”‚  292.20 / 302.54 Β±6.80 / 309.64 ms β”‚   300.74 / 307.06 Β±4.63 / 313.35 ms β”‚ no change β”‚
   β”‚ QQuery 14 β”‚  166.33 / 172.49 Β±5.77 / 182.49 ms β”‚   166.90 / 172.30 Β±4.65 / 178.79 ms β”‚ no change β”‚
   β”‚ QQuery 15 β”‚  297.62 / 300.38 Β±2.89 / 304.30 ms β”‚   298.10 / 301.71 Β±3.91 / 308.78 ms β”‚ no change β”‚
   β”‚ QQuery 16 β”‚     62.78 / 65.45 Β±2.32 / 69.38 ms β”‚      63.51 / 65.85 Β±2.80 / 71.27 ms β”‚ no change β”‚
   β”‚ QQuery 17 β”‚  581.27 / 590.58 Β±8.94 / 604.26 ms β”‚  571.59 / 585.97 Β±13.12 / 606.85 ms β”‚ no change β”‚
   β”‚ QQuery 18 β”‚ 704.38 / 725.21 Β±20.49 / 757.56 ms β”‚  710.05 / 721.74 Β±13.25 / 747.21 ms β”‚ no change β”‚
   β”‚ QQuery 19 β”‚ 237.11 / 248.92 Β±11.87 / 269.16 ms β”‚  230.25 / 243.27 Β±11.80 / 262.23 ms β”‚ no change β”‚
   β”‚ QQuery 20 β”‚  267.85 / 273.86 Β±5.74 / 281.93 ms β”‚   274.32 / 282.69 Β±8.30 / 297.43 ms β”‚ no change β”‚
   β”‚ QQuery 21 β”‚  659.79 / 663.46 Β±3.79 / 669.37 ms β”‚  646.36 / 662.87 Β±13.99 / 679.81 ms β”‚ no change β”‚
   β”‚ QQuery 22 β”‚     59.40 / 64.32 Β±4.41 / 72.10 ms β”‚      58.75 / 61.78 Β±2.52 / 65.66 ms β”‚ no change β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
   ┃ Benchmark Summary                                  ┃           ┃
   ┑━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
   β”‚ Total Time (HEAD)                                  β”‚ 6467.99ms β”‚
   β”‚ Total Time (fix-page-index-select-all-selection)   β”‚ 6469.30ms β”‚
   β”‚ Average Time (HEAD)                                β”‚  294.00ms β”‚
   β”‚ Average Time (fix-page-index-select-all-selection) β”‚  294.06ms β”‚
   β”‚ Queries Faster                                     β”‚         0 β”‚
   β”‚ Queries Slower                                     β”‚         0 β”‚
   β”‚ Queries with No Change                             β”‚        22 β”‚
   β”‚ Queries with Failure                               β”‚         0 β”‚
   β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
   ```
   
   </p>
   </details>
   
   <details><summary>Resource Usage</summary>
   
   **tpch10 β€” base (merge-base)**
   | Metric | Value |
   |--------|-------|
   | Wall time | 35.0s |
   | Peak memory | 5.1 GiB |
   | Avg memory | 1.6 GiB |
   | CPU user | 328.9s |
   | CPU sys | 18.4s |
   | Peak spill | 0 B |
   
   **tpch10 β€” branch**
   | Metric | Value |
   |--------|-------|
   | Wall time | 35.0s |
   | Peak memory | 4.5 GiB |
   | Avg memory | 1.4 GiB |
   | CPU user | 328.6s |
   | CPU sys | 18.7s |
   | Peak spill | 0 B |
   
   </details>
   
   
   ---
   [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org


---------------------------------------------------------------------
To unsubscribe, e-mail: github-unsubscribe@datafusion.apache.org
For additional commands, e-mail: github-help@datafusion.apache.org