Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 01:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.253
2022-11-23 01:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.314 s 0.357
2022-11-23 01:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.537 s 0.596
2022-11-23 01:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.043
2022-11-23 01:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.281
2022-11-23 01:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.204 s -0.133
2022-11-23 01:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.863 s 1.130
2022-11-23 01:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.074
2022-11-23 01:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.679
2022-11-23 01:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s -0.096
2022-11-23 01:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.689
2022-11-23 01:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.551 s -0.894
2022-11-23 01:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.032
2022-11-23 01:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s -0.457
2022-11-23 01:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.838 s -0.725
2022-11-23 01:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.166 s 0.376
2022-11-23 01:45 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.087
2022-11-23 01:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s 0.092
2022-11-23 01:45 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 0.923
2022-11-23 01:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s 0.000
2022-11-23 01:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.350
2022-11-23 01:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.473 s 0.007
2022-11-23 01:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -1.328
2022-11-23 01:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.371 s 0.301
2022-11-23 01:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.039 s 0.872
2022-11-23 01:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.359
2022-11-23 01:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.537
2022-11-23 01:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.276
2022-11-23 01:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s 2.304
2022-11-23 01:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s -0.451
2022-11-23 01:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s -0.524
2022-11-23 01:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.130
2022-11-23 01:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.505 s 2.258
2022-11-23 01:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.374
2022-11-23 02:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.352 s -0.638
2022-11-23 01:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.091 s 0.930
2022-11-23 01:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.526 s -0.774
2022-11-23 01:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.345 s -0.199
2022-11-23 01:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.610 s -0.416
2022-11-23 01:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.985 s -0.484
2022-11-23 01:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.597
2022-11-23 01:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.466
2022-11-23 01:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.326
2022-11-23 01:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s 0.120
2022-11-23 01:48 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.221 s -0.191
2022-11-23 01:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.482
2022-11-23 01:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s -0.082
2022-11-23 01:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.572
2022-11-23 02:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s -0.145
2022-11-23 01:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.484
2022-11-23 01:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.986
2022-11-23 01:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 1.156
2022-11-23 01:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.215 s 1.152
2022-11-23 01:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.722
2022-11-23 01:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s -0.017
2022-11-23 01:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s 0.110
2022-11-23 01:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.458 s -0.240
2022-11-23 01:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.276 s -1.100
2022-11-23 02:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.244
2022-11-23 01:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.070 s -0.128
2022-11-23 01:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.304
2022-11-23 01:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.135 s 0.956
2022-11-23 01:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.203
2022-11-23 02:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.635 s -0.893
2022-11-23 01:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s 0.004
2022-11-23 02:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.136 s 0.942
2022-11-23 02:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.168 s 0.211
2022-11-23 01:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.276 s -1.832
2022-11-23 01:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.562 s 2.211
2022-11-23 02:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.499
2022-11-23 01:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.138 s 0.084
2022-11-23 01:48 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.419
2022-11-23 01:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.406
2022-11-23 01:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.426
2022-11-23 01:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -0.675
2022-11-23 01:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.138
2022-11-23 01:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.409
2022-11-23 01:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.125
2022-11-23 01:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 1.119
2022-11-23 01:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.130 s 0.256
2022-11-23 01:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.116
2022-11-23 02:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.512 s 0.165
2022-11-23 01:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.075
2022-11-23 01:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.390 s 0.159
2022-11-23 01:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.115
2022-11-23 01:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.535 s -0.149
2022-11-23 01:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.229 s -2.781
2022-11-23 01:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.113
2022-11-23 02:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s -0.255
2022-11-23 01:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.189
2022-11-23 01:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.227 s -0.984
2022-11-23 01:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.650 s 0.331
2022-11-23 01:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.319 s -0.476
2022-11-23 02:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.468 s -2.298
2022-11-23 02:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.865 s 0.190
2022-11-23 02:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.164 s -1.407
2022-11-23 02:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.117
2022-11-23 02:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.967 s 0.418
2022-11-23 01:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.760
2022-11-23 01:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.949 s 0.552
2022-11-23 01:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.202 s -1.271
2022-11-23 01:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s -0.480
2022-11-23 02:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.222 s -2.311
2022-11-23 02:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.673
2022-11-23 01:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -0.642
2022-11-23 02:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.324 s -0.345
2022-11-23 02:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.161 s -1.915
2022-11-23 01:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.834
2022-11-23 02:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.145 s 0.864
2022-11-23 02:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.023 s -1.111
2022-11-23 02:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.743
2022-11-23 01:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.301
2022-11-23 01:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.675 s 0.065
2022-11-23 02:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.147 s -0.743
2022-11-23 02:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.850
2022-11-23 02:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s -0.895
2022-11-23 02:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.717
2022-11-23 02:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.474 s -0.580
2022-11-23 02:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.193
2022-11-23 02:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.122
2022-11-23 02:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.857 s 0.336
2022-11-23 02:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.036 s 0.622
2022-11-23 02:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.849
2022-11-23 02:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.160 s -1.279
2022-11-23 02:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s -0.225
2022-11-23 02:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.288
2022-11-23 02:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.803
2022-11-23 02:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s -0.202
2022-11-23 02:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.087 s 0.419
2022-11-23 02:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.299
2022-11-23 02:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.387
2022-11-23 02:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.776
2022-11-23 02:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.529
2022-11-23 02:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.260
2022-11-23 02:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.367
2022-11-23 02:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.260 s -2.426
2022-11-23 02:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -1.155
2022-11-23 02:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.526 s -0.534
2022-11-23 02:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s 1.008
2022-11-23 02:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.345 s 1.011
2022-11-23 02:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.963 s -0.379
2022-11-23 02:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s -0.138
2022-11-23 02:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.624
2022-11-23 02:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s -0.236
2022-11-23 02:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s 0.858
2022-11-23 02:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.747
2022-11-23 02:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.436 s 0.145
2022-11-23 02:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.362
2022-11-23 02:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s -0.345
2022-11-23 02:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.167 s 0.317
2022-11-23 02:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.289
2022-11-23 02:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s -0.093
2022-11-23 02:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.022 s -0.401
2022-11-23 02:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.582 s -0.542
2022-11-23 02:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.185 s -0.996
2022-11-23 02:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s 1.256
2022-11-23 02:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.197
2022-11-23 02:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.775 s 0.554
2022-11-23 02:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.184 s -1.744
2022-11-23 02:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.282 s -2.056
2022-11-23 02:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.099 s -0.209
2022-11-23 02:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.265
2022-11-23 02:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.776 s 0.408
2022-11-23 02:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.139 s -2.761
2022-11-23 02:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.380 s -0.028
2022-11-23 02:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.188
2022-11-23 02:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.614 s -1.064
2022-11-23 02:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.106
2022-11-23 02:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 1.156
2022-11-23 02:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.268 s -1.527
2022-11-23 02:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s -1.054
2022-11-23 02:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.481 s -1.342
2022-11-23 02:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.911
2022-11-23 02:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.155 s -0.710