Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 17:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s -0.213
2023-01-17 17:50 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s 0.052
2023-01-17 17:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.558 s -2.123
2023-01-17 17:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.206 s 0.098
2023-01-17 17:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.259
2023-01-17 17:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.157 s -0.531
2023-01-17 17:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.584 s -0.435
2023-01-17 17:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.901 s -0.059
2023-01-17 17:52 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.195 s -0.236
2023-01-17 17:52 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.204 s -2.197
2023-01-17 17:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.163 s -1.859
2023-01-17 17:52 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.234 s 0.035
2023-01-17 17:52 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.246 s -0.946
2023-01-17 17:52 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s 0.213
2023-01-17 17:53 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.810 s -1.183
2023-01-17 17:53 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.480 s -0.190
2023-01-17 17:53 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s 1.740
2023-01-17 17:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.168 s -0.163
2023-01-17 17:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.266 s -0.939
2023-01-17 17:52 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.326 s -0.223
2023-01-17 17:53 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.174 s -1.758
2023-01-17 17:54 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.230 s -0.253
2023-01-17 17:53 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.221 s -0.322
2023-01-17 17:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.176 s -0.900
2023-01-17 17:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.165 s 1.099
2023-01-17 17:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.140 s 0.148
2023-01-17 17:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.148 s -0.392
2023-01-17 17:54 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.082 s -0.939
2023-01-17 17:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.272 s -0.767
2023-01-17 17:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.228 s 0.097
2023-01-17 17:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.249 s -0.257
2023-01-17 17:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.093 s -1.959
2023-01-17 17:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.181 s 0.264
2023-01-17 17:56 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.223 s -0.640
2023-01-17 17:56 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.253 s -0.324
2023-01-17 17:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.188 s -1.409
2023-01-17 17:57 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.243 s -0.619
2023-01-17 17:57 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.523 s -0.733
2023-01-17 17:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -0.810
2023-01-17 17:59 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.473 s -1.284
2023-01-17 18:00 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.281 s -1.644
2023-01-17 17:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.117 s -0.645
2023-01-17 17:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.169 s -1.130
2023-01-17 17:59 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.523 s -0.416
2023-01-17 17:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.144 s -1.331
2023-01-17 17:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.393 s 0.090
2023-01-17 17:59 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.240 s -0.467
2023-01-17 17:59 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.267 s 0.204
2023-01-17 18:00 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.959 s -0.434
2023-01-17 18:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.660 s -1.779
2023-01-17 18:03 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.205 s 0.305
2023-01-17 17:57 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.821 s -0.759
2023-01-17 17:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.434
2023-01-17 18:03 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.300 s 0.228
2023-01-17 18:04 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.187 s -0.025
2023-01-17 18:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.264 s -1.094
2023-01-17 18:06 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s -0.584
2023-01-17 18:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.130 s -1.690
2023-01-17 18:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.649 s -1.728
2023-01-17 17:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -0.583
2023-01-17 18:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.235 s -2.026
2023-01-17 18:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.585 s -1.406
2023-01-17 18:02 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.189 s 0.289
2023-01-17 18:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.151 s -2.216
2023-01-17 18:06 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.164 s 0.375
2023-01-17 18:06 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.523 s -1.151
2023-01-17 17:59 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.207 s -0.872
2023-01-17 18:00 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.550 s -2.462
2023-01-17 18:03 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.272 s -0.145
2023-01-17 18:03 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.623 s -0.809
2023-01-17 18:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.336 s -0.782
2023-01-17 18:06 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.148 s 0.170
2023-01-17 17:59 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.202 s -0.934
2023-01-17 18:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.311 s -0.770
2023-01-17 18:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.271 s 0.085
2023-01-17 18:07 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.475 s -1.578
2023-01-17 18:07 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.146 s -1.117
2023-01-17 18:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.281 s -0.486
2023-01-17 18:04 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.180 s -0.290
2023-01-17 18:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.029 s -0.685
2023-01-17 18:07 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.285 s -1.521
2023-01-17 18:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.486 s -1.536
2023-01-17 18:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.301 s -1.007
2023-01-17 18:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.193 s -1.140
2023-01-17 18:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.239 s -0.347
2023-01-17 18:03 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.230 s -0.103
2023-01-17 18:04 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.213 s -0.125
2023-01-17 18:06 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.188 s -0.941
2023-01-17 18:06 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.265 s 0.993
2023-01-17 18:07 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.206 s -1.477
2023-01-17 18:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.895 s -0.544
2023-01-17 18:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.262 s -0.261
2023-01-17 18:11 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.193 s -0.381
2023-01-17 18:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.413 s -1.286
2023-01-17 18:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.436 s -1.402
2023-01-17 18:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.214 s -0.380
2023-01-17 18:16 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.236 s -0.266
2023-01-17 18:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s -0.897
2023-01-17 18:07 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.732 s -1.274
2023-01-17 18:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.227 s -1.197
2023-01-17 18:11 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.155 s -0.680
2023-01-17 18:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.138 s 0.025
2023-01-17 18:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.151 s -1.131
2023-01-17 18:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.409 s 0.059
2023-01-17 18:04 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.067 s -0.056
2023-01-17 18:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.245 s -0.456
2023-01-17 18:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.538 s -0.918
2023-01-17 18:08 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.218 s -1.562
2023-01-17 18:09 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.168 s -0.271
2023-01-17 18:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.098 s -1.160
2023-01-17 18:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.647 s -0.846
2023-01-17 18:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.180 s 0.006
2023-01-17 18:17 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s -0.097
2023-01-17 18:07 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.184 s -0.279
2023-01-17 18:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.217 s -1.488
2023-01-17 18:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.208 s -0.003
2023-01-17 18:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.530 s 0.964
2023-01-17 18:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.998 s -0.854
2023-01-17 18:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.153 s -0.705
2023-01-17 18:14 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.157 s 0.008
2023-01-17 18:16 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.284 s -1.246
2023-01-17 18:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.987 s -0.285
2023-01-17 18:19 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.260 s -1.773
2023-01-17 18:09 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.334 s -1.035
2023-01-17 18:14 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.174 s -4.665
2023-01-17 18:15 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.208 s -0.238
2023-01-17 18:15 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.455 s -1.426
2023-01-17 18:16 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.196 s -0.709
2023-01-17 18:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 10.077 s -1.742
2023-01-17 18:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.199 s 0.048
2023-01-17 18:11 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.265 s -1.047
2023-01-17 18:14 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.870 s -1.568
2023-01-17 18:16 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.222 s -1.168
2023-01-17 18:11 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.180 s -0.772
2023-01-17 18:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.149 s -1.498
2023-01-17 18:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.477 s 0.063
2023-01-17 18:14 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.083 s -0.614
2023-01-17 18:15 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.118 s -0.160
2023-01-17 18:16 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.156 s -0.421
2023-01-17 18:14 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.137 s -0.793
2023-01-17 18:15 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.243 s -1.832
2023-01-17 18:15 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.153 s -0.690
2023-01-17 18:19 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.188 s -1.145
2023-01-17 18:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.998 s -1.482
2023-01-17 18:11 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.364 s -1.024
2023-01-17 18:15 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.159 s -0.797
2023-01-17 18:17 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.859 s -1.278
2023-01-17 18:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.228 s 0.140
2023-01-17 18:20 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.611 s -1.575
2023-01-17 18:22 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.180 s -0.093
2023-01-17 18:22 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.238 s -1.741
2023-01-17 18:24 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.493 s 1.038
2023-01-17 18:20 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.968 s 0.230
2023-01-17 18:23 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.782 s 0.285
2023-01-17 18:24 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.323 s -0.846
2023-01-17 18:20 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.334 s 0.127
2023-01-17 18:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.214 s -0.311
2023-01-17 18:24 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.278 s -1.512
2023-01-17 18:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s -0.683
2023-01-17 18:22 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.230 s -0.298
2023-01-17 18:22 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.301 s -0.187
2023-01-17 18:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.347 s -0.516
2023-01-17 18:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.140 s -0.264
2023-01-17 18:22 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.183 s 0.215
2023-01-17 18:23 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.104 s 0.201
2023-01-17 18:25 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.195 s -0.884
2023-01-17 18:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.171 s -1.788
2023-01-17 18:25 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.590 s -1.091
2023-01-17 18:24 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.600 s -0.665
2023-01-17 18:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s -0.050
2023-01-17 18:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.325 s -0.908
2023-01-17 18:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.192 s -0.167
2023-01-17 18:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.390 s -0.937
2023-01-17 18:27 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.395 s -0.052