Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 10:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.474 s -0.232
2022-11-23 10:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s -0.013
2022-11-23 10:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.361
2022-11-23 10:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.891
2022-11-23 10:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.137
2022-11-23 10:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s -0.032
2022-11-23 10:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s 0.466
2022-11-23 10:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.340
2022-11-23 10:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 1.573
2022-11-23 10:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.954 s -0.525
2022-11-23 10:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.655 s -0.362
2022-11-23 10:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.164
2022-11-23 10:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.154 s 1.640
2022-11-23 10:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.590
2022-11-23 10:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s -0.349
2022-11-23 10:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.997
2022-11-23 10:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.261 s 0.156
2022-11-23 10:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.139 s 0.083
2022-11-23 10:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.635 s 0.149
2022-11-23 10:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.093 s 1.660
2022-11-23 11:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 1.051
2022-11-23 10:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 1.579
2022-11-23 10:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.056 s 1.496
2022-11-23 10:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.116 s 0.022
2022-11-23 10:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.329
2022-11-23 10:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s -0.157
2022-11-23 10:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.675
2022-11-23 10:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.557 s -1.182
2022-11-23 10:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.051 s 0.330
2022-11-23 10:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.678
2022-11-23 10:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.818 s -0.806
2022-11-23 10:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 1.304
2022-11-23 10:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.446
2022-11-23 10:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.981 s -0.393
2022-11-23 10:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.486
2022-11-23 10:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s -0.155
2022-11-23 10:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.801
2022-11-23 10:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.183 s -1.263
2022-11-23 10:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s -0.097
2022-11-23 10:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 1.376
2022-11-23 10:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.449 s 0.999
2022-11-23 10:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.964 s 0.732
2022-11-23 11:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.166 s -2.358
2022-11-23 11:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.232 s -0.483
2022-11-23 10:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.506 s 0.798
2022-11-23 10:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.421
2022-11-23 10:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.131 s -0.529
2022-11-23 10:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.198
2022-11-23 10:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.862 s 1.333
2022-11-23 10:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.136 s 0.153
2022-11-23 11:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.153 s 2.803
2022-11-23 11:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.161
2022-11-23 10:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.317 s -0.333
2022-11-23 10:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.406
2022-11-23 10:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s -0.093
2022-11-23 10:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.274 s -0.382
2022-11-23 10:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.200 s -2.081
2022-11-23 10:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.275 s -1.932
2022-11-23 10:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.385 s -1.338
2022-11-23 10:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s -0.094
2022-11-23 10:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.137
2022-11-23 10:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s -0.196
2022-11-23 10:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.464 s 0.393
2022-11-23 10:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s -0.433
2022-11-23 10:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.559
2022-11-23 10:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.123 s 1.041
2022-11-23 10:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.060
2022-11-23 10:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s 0.166
2022-11-23 10:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.931 s -1.709
2022-11-23 10:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s -0.257
2022-11-23 11:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.078
2022-11-23 10:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.208
2022-11-23 10:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.046
2022-11-23 10:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.645
2022-11-23 10:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 1.068
2022-11-23 10:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.170 s -4.337
2022-11-23 10:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s -0.311
2022-11-23 10:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s -0.065
2022-11-23 11:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.270
2022-11-23 11:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.659
2022-11-23 10:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.834 s 0.091
2022-11-23 10:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.228 s 0.007
2022-11-23 10:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.144 s 0.272
2022-11-23 10:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 1.091
2022-11-23 10:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.119
2022-11-23 10:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.222 s -1.032
2022-11-23 10:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s -0.364
2022-11-23 11:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.208 s 0.057
2022-11-23 11:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.343 s 0.967
2022-11-23 11:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.528
2022-11-23 10:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.247
2022-11-23 10:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s -0.148
2022-11-23 10:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.143 s -0.115
2022-11-23 11:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.330 s -1.223
2022-11-23 11:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.976 s 1.476
2022-11-23 11:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.616
2022-11-23 10:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s 0.040
2022-11-23 10:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.000 s 0.824
2022-11-23 11:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.865 s -1.233
2022-11-23 11:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.043 s 0.328
2022-11-23 11:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.720
2022-11-23 11:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.340 s 0.491
2022-11-23 10:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.334 s 0.447
2022-11-23 10:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.666
2022-11-23 11:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.568
2022-11-23 11:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s 1.384
2022-11-23 11:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.068 s 2.056
2022-11-23 10:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.255
2022-11-23 10:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.553 s -2.267
2022-11-23 10:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.271 s 1.859
2022-11-23 10:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s 0.061
2022-11-23 10:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s -0.000
2022-11-23 10:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.150 s 0.361
2022-11-23 10:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.950
2022-11-23 10:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.347 s 1.116
2022-11-23 11:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.501 s 0.565
2022-11-23 10:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.442
2022-11-23 10:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s -0.106
2022-11-23 10:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.322 s -0.041
2022-11-23 10:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.482
2022-11-23 11:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.174
2022-11-23 11:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.752
2022-11-23 10:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.389
2022-11-23 10:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.227 s -1.049
2022-11-23 10:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.416
2022-11-23 10:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.186 s -1.256
2022-11-23 11:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.248
2022-11-23 11:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.582 s -0.475
2022-11-23 11:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.103 s 1.315
2022-11-23 11:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.580 s -1.192
2022-11-23 11:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s -0.284
2022-11-23 10:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.686
2022-11-23 10:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.350
2022-11-23 10:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.447
2022-11-23 10:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.397
2022-11-23 10:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.167 s 1.397
2022-11-23 11:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.643
2022-11-23 11:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.331
2022-11-23 11:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s 0.485
2022-11-23 11:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.099 s -0.100
2022-11-23 11:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.379 s 0.300
2022-11-23 10:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.258 s 1.661
2022-11-23 10:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.178 s 1.750
2022-11-23 10:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.672
2022-11-23 11:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.598
2022-11-23 11:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s -0.508
2022-11-23 11:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.106 s -0.521
2022-11-23 11:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.193 s -0.905
2022-11-23 11:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.196 s -0.810
2022-11-23 11:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s -0.636
2022-11-23 11:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.248
2022-11-23 11:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.877 s -1.967
2022-11-23 11:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.995
2022-11-23 11:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.469 s 0.623
2022-11-23 11:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.637
2022-11-23 11:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.384
2022-11-23 11:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.063
2022-11-23 11:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.519 s 0.986
2022-11-23 11:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.070
2022-11-23 11:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.311 s 1.252
2022-11-23 11:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.610 s -0.761
2022-11-23 11:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s 1.309
2022-11-23 11:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 1.292
2022-11-23 11:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 0.296
2022-11-23 11:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.494
2022-11-23 11:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.957 s 0.704
2022-11-23 11:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.108
2022-11-23 11:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.869
2022-11-23 11:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.478 s -0.765
2022-11-23 11:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.172 s -0.105
2022-11-23 11:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.365 s 0.807
2022-11-23 11:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s -0.343
2022-11-23 11:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.134
2022-11-23 11:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.775 s 0.416