Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 21:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.892 s -0.111
2022-11-17 21:02 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.780
2022-11-17 21:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.003
2022-11-17 21:06 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.269
2022-11-17 21:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.948 s 0.619
2022-11-17 21:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.153 s -0.033
2022-11-17 21:29 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.575 s 0.623
2022-11-17 21:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.836 s -0.043
2022-11-17 21:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.374 s -0.095
2022-11-17 21:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.695
2022-11-17 21:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.231 s -0.263
2022-11-17 21:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.650 s 0.410
2022-11-17 21:31 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.093 s 0.824
2022-11-17 21:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.154 s 0.166
2022-11-17 21:35 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.379 s 0.811
2022-11-17 21:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.311 s 1.011
2022-11-17 21:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.817 s -0.527
2022-11-17 21:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 1.572
2022-11-17 21:12 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.471
2022-11-17 21:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.311 s 0.638
2022-11-17 21:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.112 s 0.965
2022-11-17 21:02 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -0.376
2022-11-17 21:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.332
2022-11-17 21:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.868
2022-11-17 21:14 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.121
2022-11-17 21:18 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.168 s 0.317
2022-11-17 21:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.510 s 0.228
2022-11-17 21:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -1.035
2022-11-17 21:28 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -1.168
2022-11-17 21:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 0.719
2022-11-17 21:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.578 s 0.082
2022-11-17 21:35 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.190 s -1.585
2022-11-17 21:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.310
2022-11-17 21:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.029
2022-11-17 21:08 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 1.331
2022-11-17 21:16 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 1.049
2022-11-17 21:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.188
2022-11-17 21:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.941
2022-11-17 21:10 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.173
2022-11-17 21:16 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.630 s 0.162
2022-11-17 21:35 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.371 s 0.407
2022-11-17 21:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.258
2022-11-17 21:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.207
2022-11-17 21:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s 0.060
2022-11-17 21:03 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.392
2022-11-17 21:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.039 s 0.731
2022-11-17 21:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s -0.151
2022-11-17 21:05 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.029
2022-11-17 21:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s -0.411
2022-11-17 21:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.978
2022-11-17 21:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.568 s 0.345
2022-11-17 21:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.512 s 0.958
2022-11-17 21:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.318 s 2.163
2022-11-17 21:03 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.196
2022-11-17 21:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 0.807
2022-11-17 21:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.070 s -0.159
2022-11-17 21:06 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s -0.127
2022-11-17 21:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.350
2022-11-17 21:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.398
2022-11-17 21:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.135
2022-11-17 21:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.202
2022-11-17 21:10 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.271 s 1.705
2022-11-17 21:12 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s -0.106
2022-11-17 21:12 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.487
2022-11-17 21:12 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s -0.191
2022-11-17 21:12 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s -0.312
2022-11-17 21:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.002
2022-11-17 21:01 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.563
2022-11-17 21:01 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.146
2022-11-17 21:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 1.016
2022-11-17 21:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.736
2022-11-17 21:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.532 s 0.249
2022-11-17 21:10 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.286
2022-11-17 21:13 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.131 s -0.186
2022-11-17 21:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.239 s 0.145
2022-11-17 21:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.143 s -0.079
2022-11-17 21:15 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.652
2022-11-17 21:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.284 s -1.601
2022-11-17 21:20 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.982
2022-11-17 21:23 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.999
2022-11-17 21:31 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.586
2022-11-17 21:31 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.668
2022-11-17 21:01 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.769
2022-11-17 21:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.177 s -0.807
2022-11-17 21:02 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 1.015
2022-11-17 21:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 1.661
2022-11-17 21:05 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.178 s 0.015
2022-11-17 21:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.159 s -1.493
2022-11-17 21:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.242
2022-11-17 21:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.287
2022-11-17 21:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.502 s 0.450
2022-11-17 21:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.812
2022-11-17 21:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.158
2022-11-17 21:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.116 s 0.125
2022-11-17 21:10 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.304 s -0.140
2022-11-17 21:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.511
2022-11-17 21:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.340 s 0.051
2022-11-17 21:13 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.979 s -0.277
2022-11-17 21:13 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.642
2022-11-17 21:14 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.154
2022-11-17 21:15 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.036
2022-11-17 21:12 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.606 s 0.542
2022-11-17 21:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.310 s -0.145
2022-11-17 21:18 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.123 s 1.331
2022-11-17 21:20 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.030
2022-11-17 21:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.577
2022-11-17 21:35 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.321 s -0.655
2022-11-17 21:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.520
2022-11-17 21:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.882
2022-11-17 21:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.017 s -0.587
2022-11-17 21:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.974 s -0.287
2022-11-17 21:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.042 s 0.324
2022-11-17 21:23 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.031
2022-11-17 21:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.220 s 0.181
2022-11-17 21:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s -0.069
2022-11-17 21:29 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.968 s -1.251
2022-11-17 21:33 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.616 s -1.377
2022-11-17 21:15 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.185
2022-11-17 21:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.512
2022-11-17 21:20 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.258
2022-11-17 21:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.320
2022-11-17 21:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.145 s 1.213
2022-11-17 21:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.870 s -1.581
2022-11-17 21:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.026 s -0.539
2022-11-17 21:33 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.482 s -1.534
2022-11-17 21:15 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.612
2022-11-17 21:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.461 s -0.571
2022-11-17 21:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.462 s 1.249
2022-11-17 21:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.163 s -1.438
2022-11-17 21:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.171 s -0.395
2022-11-17 21:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s -0.553
2022-11-17 21:24 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.150 s -0.629
2022-11-17 21:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.588
2022-11-17 21:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.525 s -0.392
2022-11-17 21:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.396 s 0.624
2022-11-17 21:28 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.350
2022-11-17 21:31 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.897
2022-11-17 21:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.775 s 0.498
2022-11-17 21:15 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.259 s 0.448
2022-11-17 21:16 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.780
2022-11-17 21:20 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 1.347
2022-11-17 21:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.148 s 0.665
2022-11-17 21:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.123 s -1.387
2022-11-17 21:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.505
2022-11-17 21:35 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.224
2022-11-17 21:16 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.514 s -1.030
2022-11-17 21:20 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s -0.105
2022-11-17 21:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s -0.087
2022-11-17 21:28 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.253 s -0.306
2022-11-17 21:33 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.067
2022-11-17 21:16 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.310
2022-11-17 21:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.508
2022-11-17 21:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.734
2022-11-17 21:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.134
2022-11-17 21:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.800 s -0.094
2022-11-17 21:31 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.456
2022-11-17 21:31 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.096
2022-11-17 21:35 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.391
2022-11-17 21:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.271 s 1.169
2022-11-17 21:18 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.914
2022-11-17 21:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.170 s 0.144
2022-11-17 21:35 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.356
2022-11-17 21:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.326 s -0.583
2022-11-17 21:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.404
2022-11-17 21:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.469 s 0.461
2022-11-17 21:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.562
2022-11-17 21:25 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.207
2022-11-17 21:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.486
2022-11-17 21:28 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.459
2022-11-17 21:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.484
2022-11-17 21:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.123
2022-11-17 21:25 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.760
2022-11-17 21:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.202
2022-11-17 21:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.632