adriangbot commented on PR #23407: URL: https://github.com/apache/datafusion/pull/23407#issuecomment-4923872661
🤖 Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/23407#issuecomment-4922972166) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) <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> ``` group HEAD use-yield ----- ---- --------- merge sorted f64 100k 1.01 3.4±0.02ms ? ?/sec 1.00 3.3±0.02ms ? ?/sec merge sorted f64 1M 1.01 34.4±0.18ms ? ?/sec 1.00 33.9±0.21ms ? ?/sec merge sorted i64 100k 1.01 3.3±0.07ms ? ?/sec 1.00 3.3±0.01ms ? ?/sec merge sorted i64 1M 1.01 33.2±0.14ms ? ?/sec 1.00 32.9±0.11ms ? ?/sec merge sorted mixed dictionary tuple 100k 1.03 7.8±0.07ms ? ?/sec 1.00 7.6±0.04ms ? ?/sec merge sorted mixed dictionary tuple 1M 1.00 75.0±0.41ms ? ?/sec 1.00 75.1±0.23ms ? ?/sec merge sorted mixed tuple 100k 1.01 7.8±0.05ms ? ?/sec 1.00 7.7±0.04ms ? ?/sec merge sorted mixed tuple 1M 1.00 76.1±0.18ms ? ?/sec 1.01 76.9±0.23ms ? ?/sec merge sorted mixed tuple with utf8 view 100k 1.03 7.5±0.07ms ? ?/sec 1.00 7.2±0.07ms ? ?/sec merge sorted mixed tuple with utf8 view 1M 1.00 71.5±0.21ms ? ?/sec 1.01 72.2±0.19ms ? ?/sec merge sorted utf8 dictionary 100k 1.00 3.6±0.02ms ? ?/sec 1.00 3.6±0.01ms ? ?/sec merge sorted utf8 dictionary 1M 1.00 35.1±0.20ms ? ?/sec 1.01 35.3±0.13ms ? ?/sec merge sorted utf8 dictionary tuple 100k 1.01 5.2±0.03ms ? ?/sec 1.00 5.2±0.03ms ? ?/sec merge sorted utf8 dictionary tuple 1M 1.00 51.2±0.25ms ? ?/sec 1.00 51.1±0.24ms ? ?/sec merge sorted utf8 high cardinality 100k 1.04 5.3±0.02ms ? ?/sec 1.00 5.1±0.02ms ? ?/sec merge sorted utf8 high cardinality 1M 1.29 106.5±63.91ms ? ?/sec 1.00 82.8±49.91ms ? ?/sec merge sorted utf8 low cardinality 100k 1.03 3.5±0.02ms ? ?/sec 1.00 3.4±0.01ms ? ?/sec merge sorted utf8 low cardinality 1M 1.03 36.3±0.17ms ? ?/sec 1.00 35.2±0.19ms ? ?/sec merge sorted utf8 tuple 100k 1.03 8.4±0.07ms ? ?/sec 1.00 8.2±0.04ms ? ?/sec merge sorted utf8 tuple 1M 1.00 82.1±0.45ms ? ?/sec 1.00 82.4±0.44ms ? ?/sec merge sorted utf8 view high cardinality 100k 1.10 4.7±0.04ms ? ?/sec 1.00 4.3±0.04ms ? ?/sec merge sorted utf8 view high cardinality 1M 1.26 76.8±31.44ms ? ?/sec 1.00 60.9±25.01ms ? ?/sec merge sorted utf8 view low cardinality 100k 1.04 2.4±0.02ms ? ?/sec 1.00 2.4±0.01ms ? ?/sec merge sorted utf8 view low cardinality 1M 1.03 25.0±0.16ms ? ?/sec 1.00 24.4±0.15ms ? ?/sec merge sorted utf8 view tuple 100k 1.05 8.1±0.13ms ? ?/sec 1.00 7.8±0.05ms ? ?/sec merge sorted utf8 view tuple 1M 1.01 78.5±0.44ms ? ?/sec 1.00 78.0±0.72ms ? ?/sec sort f64 100k 1.01 2.7±0.01ms ? ?/sec 1.00 2.7±0.02ms ? ?/sec sort f64 1M 1.01 23.8±0.48ms ? ?/sec 1.00 23.6±0.50ms ? ?/sec sort i64 100k 1.02 2.5±0.02ms ? ?/sec 1.00 2.4±0.01ms ? ?/sec sort i64 1M 1.02 22.8±0.39ms ? ?/sec 1.00 22.4±0.38ms ? ?/sec sort merge f64 100k 1.01 3.1±0.01ms ? ?/sec 1.00 3.1±0.01ms ? ?/sec sort merge f64 1M 1.02 31.4±0.10ms ? ?/sec 1.00 30.8±0.07ms ? ?/sec sort merge i64 100k 1.01 3.0±0.01ms ? ?/sec 1.00 3.0±0.01ms ? ?/sec sort merge i64 1M 1.01 30.2±0.07ms ? ?/sec 1.00 29.8±0.12ms ? ?/sec sort merge mixed dictionary tuple 100k 1.01 7.2±0.03ms ? ?/sec 1.00 7.1±0.02ms ? ?/sec sort merge mixed dictionary tuple 1M 1.00 73.0±0.44ms ? ?/sec 1.00 73.1±0.36ms ? ?/sec sort merge mixed tuple 100k 1.00 7.2±0.05ms ? ?/sec 1.00 7.2±0.02ms ? ?/sec sort merge mixed tuple 1M 1.00 73.3±0.21ms ? ?/sec 1.01 74.3±0.27ms ? ?/sec sort merge mixed tuple with utf8 view 100k 1.00 7.1±0.05ms ? ?/sec 1.01 7.1±0.04ms ? ?/sec sort merge mixed tuple with utf8 view 1M 1.00 68.0±0.22ms ? ?/sec 1.01 68.9±0.21ms ? ?/sec sort merge utf8 dictionary 100k 1.01 3.1±0.01ms ? ?/sec 1.00 3.1±0.01ms ? ?/sec sort merge utf8 dictionary 1M 1.00 31.0±0.14ms ? ?/sec 1.01 31.2±0.11ms ? ?/sec sort merge utf8 dictionary tuple 100k 1.01 4.8±0.03ms ? ?/sec 1.00 4.8±0.02ms ? ?/sec sort merge utf8 dictionary tuple 1M 1.00 49.5±0.26ms ? ?/sec 1.01 49.9±0.26ms ? ?/sec sort merge utf8 high cardinality 100k 1.04 5.0±0.02ms ? ?/sec 1.00 4.8±0.01ms ? ?/sec sort merge utf8 high cardinality 1M 1.03 49.7±0.19ms ? ?/sec 1.00 48.1±0.11ms ? ?/sec sort merge utf8 low cardinality 100k 1.03 3.3±0.01ms ? ?/sec 1.00 3.2±0.01ms ? ?/sec sort merge utf8 low cardinality 1M 1.03 33.1±0.10ms ? ?/sec 1.00 32.0±0.14ms ? ?/sec sort merge utf8 tuple 100k 1.01 8.4±0.06ms ? ?/sec 1.00 8.3±0.04ms ? ?/sec sort merge utf8 tuple 1M 1.00 80.3±0.39ms ? ?/sec 1.01 80.8±0.44ms ? ?/sec sort merge utf8 view high cardinality 100k 1.09 4.5±0.05ms ? ?/sec 1.00 4.1±0.02ms ? ?/sec sort merge utf8 view high cardinality 1M 1.08 43.8±0.35ms ? ?/sec 1.00 40.7±0.35ms ? ?/sec sort merge utf8 view low cardinality 100k 1.05 2.2±0.01ms ? ?/sec 1.00 2.1±0.01ms ? ?/sec sort merge utf8 view low cardinality 1M 1.04 21.4±0.07ms ? ?/sec 1.00 20.7±0.12ms ? ?/sec sort merge utf8 view tuple 100k 1.02 7.8±0.06ms ? ?/sec 1.00 7.6±0.03ms ? ?/sec sort merge utf8 view tuple 1M 1.00 76.1±0.43ms ? ?/sec 1.00 76.3±0.33ms ? ?/sec sort mixed dictionary tuple 100k 1.03 11.0±0.07ms ? ?/sec 1.00 10.7±0.07ms ? ?/sec sort mixed dictionary tuple 1M 1.01 148.1±1.81ms ? ?/sec 1.00 146.0±1.49ms ? ?/sec sort mixed tuple 100k 1.03 10.4±0.07ms ? ?/sec 1.00 10.0±0.04ms ? ?/sec sort mixed tuple 1M 1.01 119.6±0.97ms ? ?/sec 1.00 118.4±0.86ms ? ?/sec sort mixed tuple with utf8 view 100k 1.04 9.8±0.08ms ? ?/sec 1.00 9.5±0.06ms ? ?/sec sort mixed tuple with utf8 view 1M 1.00 112.9±0.79ms ? ?/sec 1.00 113.2±0.82ms ? ?/sec sort partitioned f64 100k 1.05 140.2±174.36µs ? ?/sec 1.00 133.1±130.38µs ? ?/sec sort partitioned f64 1M 1.07 1771.7±77.84µs ? ?/sec 1.00 1657.1±82.48µs ? ?/sec sort partitioned i64 100k 1.05 141.7±198.79µs ? ?/sec 1.00 134.5±154.97µs ? ?/sec sort partitioned i64 1M 1.12 1809.4±73.89µs ? ?/sec 1.00 1617.1±104.07µs ? ?/sec sort partitioned mixed dictionary tuple 100k 1.02 534.7±273.63µs ? ?/sec 1.00 525.0±180.76µs ? ?/sec sort partitioned mixed dictionary tuple 1M 1.04 11.4±0.40ms ? ?/sec 1.00 11.0±0.17ms ? ?/sec sort partitioned mixed tuple 100k 1.03 315.8±180.36µs ? ?/sec 1.00 307.0±138.14µs ? ?/sec sort partitioned mixed tuple 1M 1.01 10.0±0.29ms ? ?/sec 1.00 9.8±0.07ms ? ?/sec sort partitioned mixed tuple with utf8 view 100k 1.01 876.3±94.99µs ? ?/sec 1.00 870.9±81.73µs ? ?/sec sort partitioned mixed tuple with utf8 view 1M 1.02 9.1±0.27ms ? ?/sec 1.00 9.0±0.08ms ? ?/sec sort partitioned utf8 dictionary 100k 1.08 179.7±288.47µs ? ?/sec 1.00 166.2±191.79µs ? ?/sec sort partitioned utf8 dictionary 1M 1.00 2.7±0.03ms ? ?/sec 1.00 2.7±0.02ms ? ?/sec sort partitioned utf8 dictionary tuple 100k 1.00 460.5±95.20µs ? ?/sec 1.01 464.6±118.64µs ? ?/sec sort partitioned utf8 dictionary tuple 1M 1.03 10.5±0.41ms ? ?/sec 1.00 10.2±0.16ms ? ?/sec sort partitioned utf8 high cardinality 100k 1.06 199.2±277.22µs ? ?/sec 1.00 188.4±210.98µs ? ?/sec sort partitioned utf8 high cardinality 1M 1.04 3.9±0.06ms ? ?/sec 1.00 3.7±0.04ms ? ?/sec sort partitioned utf8 low cardinality 100k 1.02 197.4±89.58µs ? ?/sec 1.00 194.2±71.66µs ? ?/sec sort partitioned utf8 low cardinality 1M 1.02 3.2±0.03ms ? ?/sec 1.00 3.1±0.03ms ? ?/sec sort partitioned utf8 tuple 100k 1.01 1152.3±127.91µs ? ?/sec 1.00 1138.3±112.16µs ? ?/sec sort partitioned utf8 tuple 1M 1.03 12.2±0.45ms ? ?/sec 1.00 11.9±0.16ms ? ?/sec sort partitioned utf8 view high cardinality 100k 1.00 367.9±196.94µs ? ?/sec 1.03 379.1±154.61µs ? ?/sec sort partitioned utf8 view high cardinality 1M 1.06 4.3±0.08ms ? ?/sec 1.00 4.1±0.11ms ? ?/sec sort partitioned utf8 view low cardinality 100k 1.07 158.1±186.45µs ? ?/sec 1.00 147.6±106.62µs ? ?/sec sort partitioned utf8 view low cardinality 1M 1.07 2.3±0.06ms ? ?/sec 1.00 2.2±0.03ms ? ?/sec sort partitioned utf8 view tuple 100k 1.02 974.9±73.67µs ? ?/sec 1.00 958.8±67.53µs ? ?/sec sort partitioned utf8 view tuple 1M 1.00 10.3±0.13ms ? ?/sec 1.00 10.3±0.12ms ? ?/sec sort utf8 dictionary 100k 1.04 1188.1±43.17µs ? ?/sec 1.00 1139.7±11.95µs ? ?/sec sort utf8 dictionary 1M 1.00 27.6±0.32ms ? ?/sec 1.00 27.5±0.32ms ? ?/sec sort utf8 dictionary tuple 100k 1.02 8.1±0.05ms ? ?/sec 1.00 7.9±0.04ms ? ?/sec sort utf8 dictionary tuple 1M 1.02 112.1±1.27ms ? ?/sec 1.00 110.1±1.00ms ? ?/sec sort utf8 high cardinality 100k 1.05 3.8±0.10ms ? ?/sec 1.00 3.6±0.05ms ? ?/sec sort utf8 high cardinality 1M 1.02 56.3±1.34ms ? ?/sec 1.00 55.1±1.29ms ? ?/sec sort utf8 low cardinality 100k 1.03 3.8±0.02ms ? ?/sec 1.00 3.7±0.02ms ? ?/sec sort utf8 low cardinality 1M 1.01 37.4±0.58ms ? ?/sec 1.00 37.1±0.74ms ? ?/sec sort utf8 tuple 100k 1.05 11.0±0.10ms ? ?/sec 1.00 10.5±0.05ms ? ?/sec sort utf8 tuple 1M 1.01 141.6±1.54ms ? ?/sec 1.00 140.2±2.28ms ? ?/sec sort utf8 view high cardinality 100k 1.09 3.9±0.08ms ? ?/sec 1.00 3.6±0.04ms ? ?/sec sort utf8 view high cardinality 1M 1.06 63.7±0.89ms ? ?/sec 1.00 59.8±11.67ms ? ?/sec sort utf8 view low cardinality 100k 1.06 2.3±0.03ms ? ?/sec 1.00 2.2±0.02ms ? ?/sec sort utf8 view low cardinality 1M 1.11 28.0±0.42ms ? ?/sec 1.00 25.1±0.51ms ? ?/sec sort utf8 view tuple 100k 1.05 10.4±0.11ms ? ?/sec 1.00 10.0±0.06ms ? ?/sec sort utf8 view tuple 1M 1.01 139.0±1.14ms ? ?/sec 1.00 137.3±1.31ms ? ?/sec ``` </p> </details> <details><summary>Resource Usage</summary> **sort — base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 3275.7s | | Peak memory | 792.5 MiB | | Avg memory | 500.9 MiB | | CPU user | 4960.0s | | CPU sys | 230.7s | | Peak spill | 0 B | **sort — branch** | Metric | Value | |--------|-------| | Wall time | 3450.8s | | Peak memory | 793.6 MiB | | Avg memory | 465.3 MiB | | CPU user | 4874.3s | | CPU sys | 225.9s | | 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. 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