Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 19:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s -1.102
2022-11-15 19:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s -0.119
2022-11-15 19:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -0.140
2022-11-15 19:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.378 s -0.934
2022-11-15 19:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s -0.751
2022-11-15 19:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.151 s 0.062
2022-11-15 19:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.025
2022-11-15 19:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.099 s 0.195
2022-11-15 19:47 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.880 s 0.284
2022-11-15 19:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.218 s -0.241
2022-11-15 19:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.081 s -1.465
2022-11-15 19:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.820 s -0.891
2022-11-15 19:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.602
2022-11-15 19:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.179 s -1.067
2022-11-15 19:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.053 s -0.075
2022-11-15 19:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 1.097
2022-11-15 19:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s -0.055
2022-11-15 19:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.533 s -0.293
2022-11-15 19:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.313
2022-11-15 19:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s -0.183
2022-11-15 19:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.764
2022-11-15 19:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.592
2022-11-15 19:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s -0.105
2022-11-15 19:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.514 s -0.313
2022-11-15 19:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.057
2022-11-15 19:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.179 s -0.188
2022-11-15 19:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.137
2022-11-15 19:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.182
2022-11-15 19:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 0.787
2022-11-15 19:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s 0.060
2022-11-15 19:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.840 s -0.897
2022-11-15 19:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.090
2022-11-15 19:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.387 s 0.238
2022-11-15 19:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.379
2022-11-15 19:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.989
2022-11-15 19:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s -0.099
2022-11-15 19:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.232 s -1.080
2022-11-15 19:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.806
2022-11-15 19:53 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s -0.021
2022-11-15 19:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.171 s -3.783
2022-11-15 19:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.508 s -0.331
2022-11-15 19:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.265 s 0.044
2022-11-15 19:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.628
2022-11-15 19:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.228 s -0.277
2022-11-15 19:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s -0.014
2022-11-15 19:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.686
2022-11-15 19:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.180
2022-11-15 19:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.061
2022-11-15 19:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.240 s -2.740
2022-11-15 19:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.464 s 0.303
2022-11-15 19:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.368
2022-11-15 19:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.252
2022-11-15 19:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.535 s -0.413
2022-11-15 19:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s -0.316
2022-11-15 19:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -0.438
2022-11-15 19:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.600
2022-11-15 19:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.409
2022-11-15 19:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.089
2022-11-15 19:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.134 s 0.070
2022-11-15 19:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.949 s 0.142
2022-11-15 19:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s -0.849
2022-11-15 19:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s -0.623
2022-11-15 19:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.360
2022-11-15 19:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.570 s -0.747
2022-11-15 19:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.655 s -0.222
2022-11-15 19:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.270 s -3.130
2022-11-15 19:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s 0.372
2022-11-15 19:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.633
2022-11-15 19:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.332 s -0.027
2022-11-15 19:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.833
2022-11-15 20:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.127
2022-11-15 20:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.469
2022-11-15 19:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.129 s 0.534
2022-11-15 20:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.071
2022-11-15 20:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.976 s -0.454
2022-11-15 20:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.061
2022-11-15 20:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s -0.610
2022-11-15 20:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s -0.426
2022-11-15 20:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.141 s 0.077
2022-11-15 20:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s 0.027
2022-11-15 20:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.449 s 0.898
2022-11-15 20:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.267
2022-11-15 20:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.205 s -0.581
2022-11-15 20:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.468
2022-11-15 20:06 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.135 s -0.032
2022-11-15 20:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.474 s -0.646
2022-11-15 20:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.270
2022-11-15 20:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s 1.106
2022-11-15 20:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s -0.259
2022-11-15 20:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 1.106
2022-11-15 20:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s -0.779
2022-11-15 20:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.590
2022-11-15 20:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.323 s -0.863
2022-11-15 20:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.279
2022-11-15 20:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.678
2022-11-15 20:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.173 s -0.859
2022-11-15 20:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.187 s -1.619
2022-11-15 20:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.437
2022-11-15 20:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.217 s 1.666
2022-11-15 20:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.763
2022-11-15 20:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s -0.281
2022-11-15 20:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.245
2022-11-15 20:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.140 s 0.479
2022-11-15 20:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.137
2022-11-15 20:06 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.016 s -0.487
2022-11-15 20:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.170 s -0.678
2022-11-15 20:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.274 s -0.569
2022-11-15 20:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s -0.886
2022-11-15 20:08 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.514
2022-11-15 20:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.343
2022-11-15 20:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.358
2022-11-15 20:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.193 s -0.744
2022-11-15 20:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.231 s -0.458
2022-11-15 20:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.270
2022-11-15 20:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.322 s 0.004
2022-11-15 20:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.796
2022-11-15 20:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s -0.511
2022-11-15 20:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.958 s 0.223
2022-11-15 20:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.484
2022-11-15 20:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.374
2022-11-15 20:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.070
2022-11-15 20:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.292
2022-11-15 20:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s -0.108
2022-11-15 20:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.257 s -1.465
2022-11-15 20:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.062 s -0.723
2022-11-15 20:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.371
2022-11-15 20:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.351 s -0.457
2022-11-15 20:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.156 s -0.494
2022-11-15 20:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s -0.153
2022-11-15 20:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s 0.112
2022-11-15 20:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.508
2022-11-15 20:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.216
2022-11-15 20:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.494
2022-11-15 20:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.424
2022-11-15 20:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.532 s -0.108
2022-11-15 20:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s -1.100
2022-11-15 20:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.170 s 0.041
2022-11-15 20:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.366 s 0.557
2022-11-15 20:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.073
2022-11-15 20:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.373
2022-11-15 20:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s 0.263
2022-11-15 20:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.315
2022-11-15 20:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.156 s -0.530
2022-11-15 20:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.531 s -0.615
2022-11-15 20:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.100 s 1.681
2022-11-15 20:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.296
2022-11-15 20:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.127
2022-11-15 20:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.672 s 0.064
2022-11-15 20:08 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s -0.396
2022-11-15 20:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s -0.351
2022-11-15 20:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.577
2022-11-15 20:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.970 s -0.116
2022-11-15 20:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.494
2022-11-15 20:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.225
2022-11-15 20:11 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.100 s -0.247
2022-11-15 20:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.708
2022-11-15 20:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 1.031
2022-11-15 20:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.193 s 0.394
2022-11-15 20:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.562
2022-11-15 20:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.502
2022-11-15 20:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.097 s -0.141
2022-11-15 20:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.481 s -1.689
2022-11-15 20:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s 0.079
2022-11-15 20:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 0.482
2022-11-15 20:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.376 s 1.424
2022-11-15 20:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.998 s 0.524
2022-11-15 20:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.575 s 0.102
2022-11-15 20:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.148 s -0.499
2022-11-15 20:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.324 s 1.105
2022-11-15 20:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.578 s -0.257
2022-11-15 20:17 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.783 s 0.441
2022-11-15 20:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.618 s -1.764
2022-11-15 20:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.778 s -0.062
2022-11-15 20:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.105 s 0.835