Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 19:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.883 s 0.232
2022-11-16 19:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s -0.261
2022-11-16 19:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.505 s 1.066
2022-11-16 19:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.765
2022-11-16 19:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.272 s -2.685
2022-11-16 19:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.372
2022-11-16 19:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.814 s 0.044
2022-11-16 19:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.614
2022-11-16 19:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.049 s 0.239
2022-11-16 19:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.478
2022-11-16 19:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.372 s 0.057
2022-11-16 19:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.053
2022-11-16 19:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.328
2022-11-16 19:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.537 s -0.669
2022-11-16 19:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.955 s -0.770
2022-11-16 19:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.231 s -0.223
2022-11-16 19:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.031 s -2.306
2022-11-16 19:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.081
2022-11-16 20:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.134 s 0.045
2022-11-16 20:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.973 s -0.321
2022-11-16 20:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s -0.196
2022-11-16 19:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.305 s -1.652
2022-11-16 20:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.688
2022-11-16 19:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.242 s -1.217
2022-11-16 19:52 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.143
2022-11-16 20:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s -0.906
2022-11-16 20:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.854 s 0.622
2022-11-16 19:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -0.765
2022-11-16 19:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.232 s -1.330
2022-11-16 19:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.335 s 0.052
2022-11-16 20:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.594
2022-11-16 20:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.539
2022-11-16 19:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s -0.089
2022-11-16 19:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.175
2022-11-16 19:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.279
2022-11-16 19:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.157 s -0.643
2022-11-16 19:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.117
2022-11-16 19:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.713
2022-11-16 19:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.249 s -1.769
2022-11-16 19:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.295
2022-11-16 19:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s -0.048
2022-11-16 19:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s -0.161
2022-11-16 19:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s -0.232
2022-11-16 19:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.110 s 0.126
2022-11-16 19:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s -0.946
2022-11-16 20:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.512 s -0.495
2022-11-16 19:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.231
2022-11-16 19:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s -0.744
2022-11-16 19:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -1.736
2022-11-16 19:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.523
2022-11-16 19:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.265 s 0.071
2022-11-16 19:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s 0.279
2022-11-16 19:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.268 s -1.998
2022-11-16 19:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s -0.173
2022-11-16 20:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.160 s 0.387
2022-11-16 19:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.221 s -0.365
2022-11-16 20:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.276 s 0.923
2022-11-16 20:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.393
2022-11-16 20:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.089 s 0.304
2022-11-16 19:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.137 s -1.027
2022-11-16 19:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.180
2022-11-16 19:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.099 s 0.431
2022-11-16 19:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s -0.392
2022-11-16 20:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.452 s 0.617
2022-11-16 20:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.867 s -0.409
2022-11-16 20:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.186 s -1.158
2022-11-16 20:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.192 s 1.562
2022-11-16 19:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.842 s -1.460
2022-11-16 19:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.165 s 0.295
2022-11-16 19:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.695
2022-11-16 19:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.430
2022-11-16 19:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s -0.254
2022-11-16 20:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.223 s -2.236
2022-11-16 20:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s -0.052
2022-11-16 20:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.933
2022-11-16 19:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.218 s -0.273
2022-11-16 19:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.483 s -1.923
2022-11-16 19:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.149 s -0.793
2022-11-16 20:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.555
2022-11-16 20:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.270
2022-11-16 20:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.307
2022-11-16 19:52 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.115 s -0.066
2022-11-16 19:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.107
2022-11-16 20:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.655 s 0.106
2022-11-16 20:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.187
2022-11-16 20:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.164 s -1.402
2022-11-16 20:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.004
2022-11-16 19:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.031
2022-11-16 19:52 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.180
2022-11-16 19:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.027
2022-11-16 19:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.150
2022-11-16 20:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.625
2022-11-16 20:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.843
2022-11-16 20:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.156 s -0.570
2022-11-16 19:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.612 s -0.397
2022-11-16 20:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.281 s -1.382
2022-11-16 19:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.285
2022-11-16 19:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.385
2022-11-16 19:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.479
2022-11-16 19:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.129 s 0.352
2022-11-16 20:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.160 s -0.254
2022-11-16 20:08 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.051 s -0.129
2022-11-16 20:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s -0.445
2022-11-16 19:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.074 s -0.676
2022-11-16 19:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.226 s -0.178
2022-11-16 20:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.322 s -0.001
2022-11-16 19:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -0.968
2022-11-16 20:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.329
2022-11-16 20:07 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.148 s -0.883
2022-11-16 20:07 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s -0.229
2022-11-16 20:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.135 s -0.717
2022-11-16 19:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.138
2022-11-16 19:53 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.520 s -0.662
2022-11-16 19:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.415
2022-11-16 20:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.263 s -0.233
2022-11-16 20:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.271 s 0.897
2022-11-16 20:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.284 s -1.641
2022-11-16 20:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.540
2022-11-16 19:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.655 s -0.255
2022-11-16 19:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s -0.010
2022-11-16 20:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.140 s 0.706
2022-11-16 20:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.178 s -1.639
2022-11-16 20:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.512 s 0.070
2022-11-16 19:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.229 s -2.431
2022-11-16 20:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s -0.063
2022-11-16 20:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.018 s -0.671
2022-11-16 20:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.846
2022-11-16 20:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s -0.076
2022-11-16 20:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.607
2022-11-16 20:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.269
2022-11-16 20:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.690
2022-11-16 20:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.254
2022-11-16 20:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.169 s -1.144
2022-11-16 20:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.064
2022-11-16 20:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.991 s 0.714
2022-11-16 20:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.850 s -0.550
2022-11-16 20:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s 0.053
2022-11-16 20:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.255 s -0.889
2022-11-16 20:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.292
2022-11-16 20:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.706 s -0.775
2022-11-16 20:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.196 s -1.167
2022-11-16 20:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.526 s -0.625
2022-11-16 20:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.160 s -0.068
2022-11-16 20:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.351
2022-11-16 20:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.148 s -0.710
2022-11-16 20:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.364 s 0.809
2022-11-16 20:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.962 s -0.207
2022-11-16 20:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.226 s -0.752
2022-11-16 20:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -0.599
2022-11-16 20:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.584 s -0.886
2022-11-16 20:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.808 s -0.278
2022-11-16 20:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.228 s -1.374
2022-11-16 20:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.178 s -0.826
2022-11-16 20:16 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.421
2022-11-16 20:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s -0.929
2022-11-16 20:16 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s -0.320
2022-11-16 20:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.097 s -0.147
2022-11-16 20:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.783 s -0.600
2022-11-16 20:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.679
2022-11-16 20:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.315 s -2.859
2022-11-16 20:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.483 s -1.875
2022-11-16 20:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 0.262
2022-11-16 20:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.093
2022-11-16 20:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.600 s -0.203
2022-11-16 20:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.171 s 0.042
2022-11-16 20:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.134 s -0.975
2022-11-16 20:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 0.873
2022-11-16 20:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 0.632
2022-11-16 20:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.504
2022-11-16 20:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.377
2022-11-16 20:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.541
2022-11-16 20:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.644
2022-11-16 20:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.378 s -0.082