Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 17:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.241
2022-11-10 17:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s -0.633
2022-11-10 17:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.201 s 0.231
2022-11-10 17:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s -0.073
2022-11-10 17:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.247
2022-11-10 17:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.553 s -1.280
2022-11-10 17:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.318 s -0.959
2022-11-10 17:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.899 s -0.355
2022-11-10 17:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.011
2022-11-10 17:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 1.013
2022-11-10 17:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.480
2022-11-10 17:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.199 s -0.236
2022-11-10 17:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 0.091
2022-11-10 17:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.830 s 1.380
2022-11-10 17:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.171 s -0.506
2022-11-10 17:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s -0.108
2022-11-10 17:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 1.272
2022-11-10 17:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.543
2022-11-10 17:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.898
2022-11-10 17:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.213
2022-11-10 17:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s 0.017
2022-11-10 17:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.468 s 0.488
2022-11-10 17:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.386 s -2.015
2022-11-10 17:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.038 s 0.037
2022-11-10 17:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.248 s -0.923
2022-11-10 18:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 1.289
2022-11-10 17:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s 0.035
2022-11-10 17:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 1.177
2022-11-10 17:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 1.894
2022-11-10 17:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 1.296
2022-11-10 18:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.112
2022-11-10 18:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.136 s -1.098
2022-11-10 18:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.180 s 0.680
2022-11-10 18:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.180 s -2.241
2022-11-10 18:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.071 s -0.352
2022-11-10 18:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s -0.147
2022-11-10 18:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 1.003
2022-11-10 17:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.031
2022-11-10 18:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.958 s -1.619
2022-11-10 18:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.842
2022-11-10 18:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.113
2022-11-10 18:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.080 s 0.561
2022-11-10 18:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.968 s -0.437
2022-11-10 18:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.263 s 0.689
2022-11-10 18:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.141
2022-11-10 18:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.323 s -0.283
2022-11-10 18:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s -0.177
2022-11-10 18:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.056
2022-11-10 18:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.026
2022-11-10 18:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.168
2022-11-10 18:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 1.085
2022-11-10 18:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.210
2022-11-10 18:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.514 s -0.824
2022-11-10 18:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.684
2022-11-10 18:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.230
2022-11-10 18:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.530 s 0.184
2022-11-10 18:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.247 s 0.774
2022-11-10 18:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.432
2022-11-10 18:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.838
2022-11-10 18:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s -0.155
2022-11-10 18:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.651
2022-11-10 18:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.353 s 0.410
2022-11-10 18:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.481
2022-11-10 18:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.784
2022-11-10 18:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.480
2022-11-10 18:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.496
2022-11-10 18:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.247 s -2.032
2022-11-10 18:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.143 s 0.107
2022-11-10 18:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.566 s 0.095
2022-11-10 18:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.271
2022-11-10 18:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.233 s 0.539
2022-11-10 18:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.819 s -0.336
2022-11-10 18:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.140 s -0.315
2022-11-10 18:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.663
2022-11-10 18:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.295 s 0.404
2022-11-10 18:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.735
2022-11-10 18:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.799
2022-11-10 18:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.692
2022-11-10 18:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.656 s -0.214
2022-11-10 18:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.216 s 1.944
2022-11-10 18:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.877
2022-11-10 18:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.276 s -0.413
2022-11-10 18:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.164 s 0.232
2022-11-10 18:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 1.413
2022-11-10 18:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s -0.101
2022-11-10 18:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.304 s 0.804
2022-11-10 18:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.024
2022-11-10 18:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.154 s -1.715
2022-11-10 18:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.099
2022-11-10 18:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s -0.536
2022-11-10 18:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.153 s -0.213
2022-11-10 18:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.631 s -0.292
2022-11-10 18:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 1.014
2022-11-10 18:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s -0.156
2022-11-10 18:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.160 s -0.342
2022-11-10 18:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.173 s -0.112
2022-11-10 18:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.699
2022-11-10 18:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.969 s -0.137
2022-11-10 18:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.882
2022-11-10 18:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.374 s -2.469
2022-11-10 18:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.221
2022-11-10 18:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.928
2022-11-10 18:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.860
2022-11-10 18:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s -0.031
2022-11-10 18:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.456 s 0.008
2022-11-10 18:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.632 s 0.149
2022-11-10 18:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.178 s 0.479
2022-11-10 18:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.208 s 1.209
2022-11-10 18:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.509 s 0.341
2022-11-10 18:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s -0.020
2022-11-10 18:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.008
2022-11-10 18:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.113
2022-11-10 18:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.521 s 0.473
2022-11-10 18:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.318 s 1.171
2022-11-10 18:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -1.236
2022-11-10 18:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.032
2022-11-10 18:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.259 s -2.614
2022-11-10 18:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.998 s 0.997
2022-11-10 18:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.147 s -0.762
2022-11-10 18:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.051 s -0.415
2022-11-10 18:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.149
2022-11-10 18:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.056
2022-11-10 18:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s 0.228
2022-11-10 18:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.811 s -0.453
2022-11-10 18:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.783 s -0.620
2022-11-10 18:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.570 s 0.141
2022-11-10 18:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.905
2022-11-10 18:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.449
2022-11-10 18:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.237 s -0.913
2022-11-10 18:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.261 s 0.373
2022-11-10 18:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.801
2022-11-10 18:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.056
2022-11-10 18:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.475
2022-11-10 18:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.158 s -0.639
2022-11-10 18:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.620
2022-11-10 18:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.038
2022-11-10 18:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.616
2022-11-10 18:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.529 s -0.692
2022-11-10 18:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.575
2022-11-10 18:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s -1.749
2022-11-10 18:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 1.080
2022-11-10 18:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.169 s 0.964
2022-11-10 18:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.224 s 0.491
2022-11-10 18:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.857 s 0.280
2022-11-10 18:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.172
2022-11-10 18:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.174 s -0.861
2022-11-10 18:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.310 s 0.149
2022-11-10 18:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.245
2022-11-10 18:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 1.039
2022-11-10 18:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 0.562
2022-11-10 18:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.130
2022-11-10 18:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.865
2022-11-10 18:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.092 s 0.447
2022-11-10 18:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.580 s 1.323
2022-11-10 18:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.057
2022-11-10 18:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.472 s -0.350
2022-11-10 18:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.072 s 0.981
2022-11-10 18:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.190 s 0.285
2022-11-10 18:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s -0.082
2022-11-10 18:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.411
2022-11-10 18:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.621
2022-11-10 18:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s -0.578
2022-11-10 18:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s -0.569
2022-11-10 18:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.951 s 0.762
2022-11-10 18:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.580 s -0.728
2022-11-10 18:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.091 s 1.748
2022-11-10 18:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.473 s -0.220
2022-11-10 18:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.388 s -0.999
2022-11-10 18:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s -0.551
2022-11-10 18:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.275 s 0.425
2022-11-10 18:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.207
2022-11-10 18:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.983 s 0.953
2022-11-10 18:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.119
2022-11-10 18:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 1.056