Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 22:15 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.301 s 0.500
2022-11-22 22:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.453 s 0.519
2022-11-22 21:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.287 s 0.905
2022-11-22 21:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.347 s 0.991
2022-11-22 22:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.322 s -0.346
2022-11-22 21:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.227 s 0.730
2022-11-22 21:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.803 s 1.057
2022-11-22 22:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.334 s -0.963
2022-11-22 22:07 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.554 s 1.222
2022-11-22 21:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.330 s 0.870
2022-11-22 22:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.409 s 0.417
2022-11-22 22:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.445 s 0.805
2022-11-22 22:10 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.269 s 0.348
2022-11-22 22:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.575 s 1.122
2022-11-22 22:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s -0.186
2022-11-22 22:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.403 s 0.058
2022-11-22 22:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.312 s 0.179
2022-11-22 22:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.320 s 0.556
2022-11-22 22:09 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.904 s 0.381
2022-11-22 22:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.335
2022-11-22 22:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.391 s 0.574
2022-11-22 22:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.398 s 0.058
2022-11-22 22:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.368 s 0.485
2022-11-22 22:11 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.802 s 0.758
2022-11-22 22:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.245 s -1.000
2022-11-22 22:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.341 s -0.801
2022-11-22 22:11 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.369 s 0.216
2022-11-22 22:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.237 s -1.168
2022-11-22 22:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.524 s 0.929
2022-11-22 22:22 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.265 s 0.099
2022-11-22 22:22 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.573 s -0.189
2022-11-22 22:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s -0.781
2022-11-22 22:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.385 s -0.195
2022-11-22 22:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.434 s 0.089
2022-11-22 22:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.311 s -0.956
2022-11-22 22:24 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.386 s -0.829
2022-11-22 22:24 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.877 s 0.581
2022-11-22 22:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.264 s 0.094
2022-11-22 22:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.905 s -0.475
2022-11-22 22:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.270 s 1.117
2022-11-22 22:42 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.954 s 0.563
2022-11-22 22:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.342 s 0.186
2022-11-22 22:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s -0.159
2022-11-22 22:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.902 s 0.579
2022-11-22 22:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s -0.167
2022-11-22 22:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s -0.426
2022-11-22 22:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.338 s -0.760
2022-11-22 22:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.111
2022-11-22 22:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.736 s 0.582
2022-11-22 22:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.309 s 0.216
2022-11-22 22:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.861 s 0.213
2022-11-22 22:42 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s -0.377
2022-11-22 22:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.384 s -0.676
2022-11-22 22:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.418 s -0.470
2022-11-22 22:42 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.526 s -0.573
2022-11-22 22:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.374 s -0.618
2022-11-22 22:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.496 s -0.277
2022-11-22 22:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.414 s -0.169
2022-11-22 22:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.463 s -0.152
2022-11-22 22:40 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.077 s -0.033
2022-11-22 22:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.481 s -0.928
2022-11-22 22:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.804 s -0.174
2022-11-22 22:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.339 s -0.628
2022-11-22 22:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s -0.117
2022-11-22 22:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s -0.112
2022-11-22 22:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.400 s -0.060
2022-11-22 22:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.463 s 0.117
2022-11-22 22:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.524 s -0.259
2022-11-22 22:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.036 s 0.549
2022-11-22 23:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.183 s -0.873
2022-11-22 22:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.370 s -0.167
2022-11-22 23:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.331 s -0.094
2022-11-22 23:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.078 s 0.230
2022-11-22 22:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.425 s -0.122
2022-11-22 22:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.883 s 0.600
2022-11-22 22:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.363 s -0.294
2022-11-22 22:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.308 s -1.111
2022-11-22 23:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.020 s 0.190
2022-11-22 22:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.300 s -0.894
2022-11-22 22:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.394 s -0.682
2022-11-22 23:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s -0.828
2022-11-22 22:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.725 s -0.275
2022-11-22 23:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.238 s 0.794
2022-11-22 23:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.507 s 0.007
2022-11-22 23:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.278 s -1.153
2022-11-22 23:04 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.701 s 0.522
2022-11-22 23:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.331 s -0.285
2022-11-22 23:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.253 s -1.078
2022-11-22 23:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.414 s -0.042
2022-11-22 23:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.403 s -1.425
2022-11-22 23:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.374 s -1.371
2022-11-22 23:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.653 s -0.915
2022-11-22 23:06 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.088 s -0.153
2022-11-22 23:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.603 s -1.648
2022-11-22 23:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.217 s 0.244
2022-11-22 23:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.295 s 0.221
2022-11-22 23:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.199 s 0.368
2022-11-22 23:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.395 s -0.044
2022-11-22 23:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.545 s -0.245
2022-11-22 23:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.298 s 0.433
2022-11-22 23:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.796 s 0.244
2022-11-22 23:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.293 s 0.277
2022-11-22 23:15 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.673 s -0.647
2022-11-22 23:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.307
2022-11-22 23:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.282 s -0.509
2022-11-22 23:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.524 s 0.512
2022-11-22 23:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s -0.082
2022-11-22 23:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.315 s 0.086
2022-11-22 23:16 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.456 s -0.433
2022-11-22 23:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s -0.661
2022-11-22 23:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.333 s 0.151
2022-11-22 23:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.819 s 0.351
2022-11-22 23:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.365 s 0.073
2022-11-22 23:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.559 s -1.276
2022-11-22 23:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.239 s -0.736
2022-11-22 23:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.487 s 0.508
2022-11-22 23:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.124 s -0.669
2022-11-22 23:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.311 s -0.168
2022-11-22 23:31 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.521 s -0.179
2022-11-22 23:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.299
2022-11-22 23:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.264 s -0.169
2022-11-22 23:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.912 s 0.415
2022-11-22 23:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.312 s 0.057
2022-11-22 23:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s -0.456
2022-11-22 23:32 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.738 s -0.046
2022-11-22 23:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.620 s -0.010
2022-11-22 23:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.268 s 0.886
2022-11-22 23:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.855 s 0.279
2022-11-22 23:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s -0.040
2022-11-22 23:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.148 s 0.210
2022-11-22 23:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.392 s -0.207
2022-11-22 23:39 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.751 s 0.869
2022-11-22 23:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.507
2022-11-22 23:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.387 s 1.003
2022-11-22 23:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -0.352
2022-11-22 23:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.885 s 0.877
2022-11-22 23:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.157 s 1.004
2022-11-22 23:39 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.350 s 0.228
2022-11-22 23:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.736 s -0.242
2022-11-22 23:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s -0.430
2022-11-22 23:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.070 s -1.787
2022-11-22 23:32 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.509 s 0.230
2022-11-22 23:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.236
2022-11-22 23:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s -0.287
2022-11-22 23:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s -0.245
2022-11-22 23:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.182
2022-11-22 23:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.534 s -3.062
2022-11-22 23:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.796 s -1.826
2022-11-22 23:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.495 s -0.533
2022-11-22 23:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.443 s -0.828
2022-11-22 23:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.178 s -2.308
2022-11-22 23:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.603 s 0.502
2022-11-22 23:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.396 s 0.067
2022-11-22 23:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.530 s 0.609
2022-11-23 00:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.828 s -1.577
2022-11-22 23:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.908 s 0.215
2022-11-22 23:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.405 s -0.037
2022-11-23 00:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.352 s 0.062
2022-11-22 23:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.307 s -0.457
2022-11-23 00:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.966 s -0.139
2022-11-23 00:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.433 s -0.494
2022-11-22 23:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.351 s -0.373
2022-11-23 00:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s -1.142
2022-11-23 00:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.315 s -0.476
2022-11-23 00:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.538 s -0.553
2022-11-23 00:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.082 s -0.353
2022-11-23 00:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.832 s -1.585
2022-11-23 00:02 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.072 s -0.798
2022-11-23 00:02 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.626 s -1.430
2022-11-23 00:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.021 s -1.603
2022-11-23 00:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.392 s -0.225
2022-11-23 00:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.741 s 0.577
2022-11-23 00:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s -0.629
2022-11-23 00:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s -0.851
2022-11-23 00:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.083 s -0.233