Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 14:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.168 s 0.521
2022-11-23 14:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.245
2022-11-23 14:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 0.639
2022-11-23 14:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.533 s 0.041
2022-11-23 14:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s -0.005
2022-11-23 14:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s 0.053
2022-11-23 14:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.837 s -0.796
2022-11-23 14:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s -1.561
2022-11-23 14:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.319 s 1.703
2022-11-23 14:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.329
2022-11-23 14:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s -0.585
2022-11-23 14:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.564
2022-11-23 14:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.128 s 0.572
2022-11-23 14:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -0.997
2022-11-23 14:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s -0.086
2022-11-23 14:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.270 s 1.529
2022-11-23 14:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.873 s 0.759
2022-11-23 14:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.068
2022-11-23 14:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 1.145
2022-11-23 14:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.504 s 1.101
2022-11-23 14:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.148
2022-11-23 14:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.175
2022-11-23 14:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.252
2022-11-23 14:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.243 s -1.076
2022-11-23 14:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s -1.577
2022-11-23 14:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.770
2022-11-23 14:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.078 s -0.699
2022-11-23 14:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.128 s 0.105
2022-11-23 14:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.862 s 1.190
2022-11-23 14:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.750
2022-11-23 14:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.556
2022-11-23 14:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s -0.161
2022-11-23 14:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.081 s -1.519
2022-11-23 14:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s -1.528
2022-11-23 14:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.164 s 1.056
2022-11-23 14:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.000
2022-11-23 14:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.338 s 0.259
2022-11-23 14:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.143 s -0.048
2022-11-23 14:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 1.009
2022-11-23 14:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s -0.329
2022-11-23 14:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.284
2022-11-23 14:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.099 s 0.654
2022-11-23 14:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.120
2022-11-23 14:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.230 s -0.264
2022-11-23 14:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.654 s 0.109
2022-11-23 14:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -0.814
2022-11-23 14:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s -0.045
2022-11-23 14:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.153
2022-11-23 14:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.136
2022-11-23 14:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.012 s -0.198
2022-11-23 14:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.303
2022-11-23 14:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.314 s 0.305
2022-11-23 14:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.811 s 0.272
2022-11-23 14:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.916
2022-11-23 14:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.186
2022-11-23 14:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 1.319
2022-11-23 14:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.015
2022-11-23 14:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.375 s -0.240
2022-11-23 14:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.952 s -0.079
2022-11-23 14:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s 0.237
2022-11-23 14:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.227 s -0.528
2022-11-23 14:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.513 s -0.854
2022-11-23 14:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.361
2022-11-23 14:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.473 s 0.137
2022-11-23 14:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.651 s 0.069
2022-11-23 14:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.537 s 0.686
2022-11-23 14:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.633
2022-11-23 14:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s -0.734
2022-11-23 14:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.215
2022-11-23 14:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s 0.430
2022-11-23 14:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s -0.374
2022-11-23 14:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.165 s 0.355
2022-11-23 14:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.671
2022-11-23 14:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.625
2022-11-23 14:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.182
2022-11-23 14:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.238 s -1.956
2022-11-23 14:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.810
2022-11-23 14:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.534 s -0.875
2022-11-23 14:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s -0.136
2022-11-23 14:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.150 s 0.363
2022-11-23 14:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.463 s 0.895
2022-11-23 14:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.502 s 0.535
2022-11-23 14:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s 0.275
2022-11-23 14:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.201
2022-11-23 14:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.321
2022-11-23 14:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.771
2022-11-23 14:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 1.153
2022-11-23 14:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.123 s 1.135
2022-11-23 14:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 1.020
2022-11-23 14:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.074
2022-11-23 14:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.267 s -1.067
2022-11-23 14:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.462 s -0.819
2022-11-23 14:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.126
2022-11-23 14:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s -0.199
2022-11-23 14:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.440
2022-11-23 14:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.969 s 0.251
2022-11-23 14:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 1.176
2022-11-23 14:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.968 s 0.390
2022-11-23 14:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.048
2022-11-23 14:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.786
2022-11-23 14:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.238 s 0.157
2022-11-23 14:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.357 s -1.689
2022-11-23 14:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.123 s 1.065
2022-11-23 14:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.184 s -1.954
2022-11-23 14:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.135
2022-11-23 14:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.186 s -2.060
2022-11-23 14:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.800
2022-11-23 14:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 1.353
2022-11-23 14:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.329 s -0.929
2022-11-23 14:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.136 s 0.207
2022-11-23 15:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.181 s -2.131
2022-11-23 15:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.575 s -1.466
2022-11-23 15:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.143 s -0.936
2022-11-23 15:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.400
2022-11-23 15:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.145 s 1.049
2022-11-23 15:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.145
2022-11-23 15:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.946
2022-11-23 15:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.473 s -1.042
2022-11-23 15:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.157 s -0.837
2022-11-23 15:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.106 s -0.488
2022-11-23 15:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.846 s 0.780
2022-11-23 15:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.953 s 1.458
2022-11-23 15:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.159 s -0.238
2022-11-23 15:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.409
2022-11-23 15:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s -0.118
2022-11-23 15:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.104 s -0.768
2022-11-23 15:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.772
2022-11-23 15:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.860 s -0.411
2022-11-23 15:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.048 s 0.063
2022-11-23 15:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.557
2022-11-23 15:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.170 s 1.043
2022-11-23 15:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -1.304
2022-11-23 15:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.645
2022-11-23 15:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.782 s -0.170
2022-11-23 15:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.763
2022-11-23 15:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s -0.160
2022-11-23 15:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.445 s 1.516
2022-11-23 15:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s 0.803
2022-11-23 15:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.986
2022-11-23 15:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.265 s -2.449
2022-11-23 15:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.191 s -2.191
2022-11-23 15:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.101
2022-11-23 15:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.426
2022-11-23 15:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.290 s 0.623
2022-11-23 15:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s -0.027
2022-11-23 15:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.575
2022-11-23 15:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.477 s -0.562
2022-11-23 15:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.122
2022-11-23 15:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.348
2022-11-23 15:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.186 s 2.064
2022-11-23 15:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s 1.289
2022-11-23 15:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.941 s -3.488
2022-11-23 15:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 0.876
2022-11-23 15:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.578 s -0.765
2022-11-23 15:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.337
2022-11-23 15:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.561
2022-11-23 15:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.183
2022-11-23 15:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.452
2022-11-23 15:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s 1.692
2022-11-23 15:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.188 s -0.201
2022-11-23 15:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.176 s -0.370
2022-11-23 15:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 1.066
2022-11-23 15:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.257
2022-11-23 15:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s -1.056
2022-11-23 15:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.018 s -0.367
2022-11-23 15:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s 1.864
2022-11-23 15:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 0.856
2022-11-23 15:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s 0.197
2022-11-23 15:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.586 s -1.195
2022-11-23 15:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.405
2022-11-23 15:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.604 s -0.180
2022-11-23 15:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s -2.095
2022-11-23 15:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.704
2022-11-23 15:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.378 s 0.096