Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 02:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.870 s 0.754
2022-11-10 02:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s -0.068
2022-11-10 02:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.558 s -1.617
2022-11-10 02:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s -0.087
2022-11-10 02:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s 0.028
2022-11-10 02:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s -0.254
2022-11-10 02:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.314
2022-11-10 02:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.201 s 0.137
2022-11-10 02:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.105
2022-11-10 02:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.831 s 0.879
2022-11-10 02:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.151 s -0.192
2022-11-10 02:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.077
2022-11-10 02:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.320 s -1.167
2022-11-10 02:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.114
2022-11-10 02:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.164 s 0.130
2022-11-10 02:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.241
2022-11-10 02:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.538
2022-11-10 02:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s 0.067
2022-11-10 02:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.470 s 0.169
2022-11-10 02:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.351
2022-11-10 02:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.505
2022-11-10 02:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.214 s 0.349
2022-11-10 02:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.380
2022-11-10 02:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.248 s -0.379
2022-11-10 02:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.072 s -0.827
2022-11-10 02:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s 0.120
2022-11-10 02:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.381 s -1.314
2022-11-10 02:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.133
2022-11-10 02:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.489
2022-11-10 02:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 0.508
2022-11-10 02:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.240 s -1.522
2022-11-10 02:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s 0.341
2022-11-10 02:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.513 s -0.091
2022-11-10 02:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.217 s 0.403
2022-11-10 02:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.066 s 0.208
2022-11-10 02:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.543
2022-11-10 02:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.666
2022-11-10 02:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.228
2022-11-10 02:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.679
2022-11-10 02:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.083 s 0.455
2022-11-10 02:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.249
2022-11-10 02:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.022
2022-11-10 02:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s -0.061
2022-11-10 02:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.040
2022-11-10 02:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.140 s 0.304
2022-11-10 02:52 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.140
2022-11-10 02:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.310
2022-11-10 02:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.112
2022-11-10 02:52 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.464 s 0.241
2022-11-10 02:53 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.487 s 0.120
2022-11-10 02:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.091
2022-11-10 02:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.183
2022-11-10 02:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.539 s -1.218
2022-11-10 02:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.152
2022-11-10 02:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s 0.033
2022-11-10 02:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.408
2022-11-10 02:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.957 s -1.025
2022-11-10 02:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.113 s 0.149
2022-11-10 02:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.248
2022-11-10 02:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 0.579
2022-11-10 02:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.147
2022-11-10 03:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.177 s -1.109
2022-11-10 03:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.585 s -1.297
2022-11-10 02:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.969 s -0.528
2022-11-10 02:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.149 s -0.924
2022-11-10 02:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.254
2022-11-10 03:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.126 s -0.179
2022-11-10 03:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.140
2022-11-10 02:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s -0.259
2022-11-10 03:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.150 s 0.192
2022-11-10 03:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.456
2022-11-10 03:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s -0.126
2022-11-10 03:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s -0.693
2022-11-10 02:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s 0.075
2022-11-10 03:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s -0.313
2022-11-10 02:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.132 s -0.067
2022-11-10 02:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.321 s 0.182
2022-11-10 03:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.284 s -0.864
2022-11-10 02:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.505
2022-11-10 02:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.602
2022-11-10 02:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.100
2022-11-10 03:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.661
2022-11-10 03:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.143 s -0.632
2022-11-10 03:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.652 s -1.444
2022-11-10 03:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.449 s 0.877
2022-11-10 03:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.629
2022-11-10 02:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.309
2022-11-10 03:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -0.166
2022-11-10 03:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.050 s -3.454
2022-11-10 03:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.371
2022-11-10 03:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.148 s -0.234
2022-11-10 03:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.106
2022-11-10 03:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.148 s -0.335
2022-11-10 02:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.525
2022-11-10 03:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.272 s -0.045
2022-11-10 03:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.471 s 0.974
2022-11-10 03:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.190 s -1.201
2022-11-10 02:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -0.076
2022-11-10 03:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.485
2022-11-10 03:07 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.846 s 1.415
2022-11-10 03:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.689
2022-11-10 03:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.148 s 0.985
2022-11-10 03:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 0.337
2022-11-10 02:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.156
2022-11-10 03:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.141 s 0.545
2022-11-10 03:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.468 s 0.264
2022-11-10 03:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.084 s 0.525
2022-11-10 03:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s -0.053
2022-11-10 03:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.139 s -0.278
2022-11-10 02:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s 0.278
2022-11-10 03:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.513 s -0.557
2022-11-10 03:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.040 s -0.065
2022-11-10 03:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.251
2022-11-10 03:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.964 s -0.900
2022-11-10 02:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.024
2022-11-10 03:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.151
2022-11-10 03:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.506
2022-11-10 03:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.844 s 0.794
2022-11-10 03:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.660
2022-11-10 03:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s -0.571
2022-11-10 02:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s -0.172
2022-11-10 03:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.023
2022-11-10 03:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.237 s -0.841
2022-11-10 03:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.442 s 0.088
2022-11-10 03:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.597
2022-11-10 02:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.327 s -1.159
2022-11-10 02:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.305
2022-11-10 03:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.389
2022-11-10 03:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.157 s 0.592
2022-11-10 03:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.471
2022-11-10 03:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.200 s -0.942
2022-11-10 03:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.136
2022-11-10 02:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s 0.133
2022-11-10 03:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.320 s 0.170
2022-11-10 03:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.259
2022-11-10 02:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s -0.180
2022-11-10 03:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.658 s 0.101
2022-11-10 03:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s -0.516
2022-11-10 03:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 0.077
2022-11-10 03:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.556
2022-11-10 03:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.253 s 0.441
2022-11-10 03:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.973 s -1.042
2022-11-10 03:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s -0.253
2022-11-10 03:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.478
2022-11-10 03:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s -0.082
2022-11-10 03:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.257
2022-11-10 03:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.452
2022-11-10 03:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.011
2022-11-10 03:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.523 s 0.227
2022-11-10 03:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.044
2022-11-10 03:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.008 s 0.203
2022-11-10 03:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.131 s 0.820
2022-11-10 03:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -0.494
2022-11-10 03:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.779 s 0.249
2022-11-10 03:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s 0.195
2022-11-10 03:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.172
2022-11-10 03:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.104
2022-11-10 03:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s -0.042
2022-11-10 03:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.106 s -1.030
2022-11-10 03:16 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.777 s 0.024
2022-11-10 03:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.316 s -0.646
2022-11-10 03:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.636
2022-11-10 03:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.135 s -0.135
2022-11-10 03:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.261 s 0.267
2022-11-10 03:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.471 s 0.244
2022-11-10 03:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.162
2022-11-10 03:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.573 s 0.124
2022-11-10 03:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 0.053
2022-11-10 03:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.747
2022-11-10 03:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.601 s -0.662
2022-11-10 03:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.351
2022-11-10 03:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s 0.271
2022-11-10 03:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.163
2022-11-10 03:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.379 s -0.502