Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 20:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.243 s -0.789
2023-01-19 20:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.243 s -0.142
2023-01-19 20:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.799 s 0.445
2023-01-19 20:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.359 s 1.105
2023-01-19 20:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.544 s -0.198
2023-01-19 20:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s 0.411
2023-01-19 20:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.295 s 0.517
2023-01-19 20:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.327 s -0.216
2023-01-19 20:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.336 s -0.243
2023-01-19 20:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.323 s 0.715
2023-01-19 20:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.348 s -0.288
2023-01-19 20:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.394 s 0.462
2023-01-19 20:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.414 s -0.494
2023-01-19 20:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.355 s 0.651
2023-01-19 20:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.369 s 0.513
2023-01-19 20:11 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.763 s 0.889
2023-01-19 20:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.259 s 0.247
2023-01-19 20:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s 1.148
2023-01-19 20:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.292 s 1.955
2023-01-19 20:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.335 s 0.993
2023-01-19 20:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.424 s 0.712
2023-01-19 20:10 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.274 s 0.336
2023-01-19 20:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.239 s 1.133
2023-01-19 20:07 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.720 s -0.194
2023-01-19 20:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.411 s 0.382
2023-01-19 20:09 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.937 s -0.856
2023-01-19 20:10 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.372 s 0.336
2023-01-19 20:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.568 s 0.110
2023-01-19 20:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.308 s 0.483
2023-01-19 20:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.719 s -0.479
2023-01-19 20:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.456 s -0.371
2023-01-19 20:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.301 s 0.164
2023-01-19 20:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.221 s 0.885
2023-01-19 20:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.278 s 1.798
2023-01-19 20:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.446 s 1.094
2023-01-19 20:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s 0.736
2023-01-19 20:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.677 s -0.486
2023-01-19 20:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.426 s 1.735
2023-01-19 20:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.909 s -0.057
2023-01-19 20:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s 0.437
2023-01-19 20:15 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.291 s -0.086
2023-01-19 20:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.042 s 0.599
2023-01-19 20:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.369 s 1.463
2023-01-19 20:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.389 s -0.046
2023-01-19 20:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.298 s 0.957
2023-01-19 20:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.504 s 0.601
2023-01-19 20:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.258 s 0.872
2023-01-19 20:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.418 s 0.635
2023-01-19 20:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.801 s 1.661
2023-01-19 20:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.817 s -0.313
2023-01-19 20:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.383 s 1.442
2023-01-19 20:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.191 s 1.152
2023-01-19 20:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.955 s 0.668
2023-01-19 20:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.010 s 0.694
2023-01-19 20:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.389 s -0.659
2023-01-19 20:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.466 s 0.737
2023-01-19 20:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.514 s 0.531
2023-01-19 20:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.360 s 0.972
2023-01-19 21:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.032 s 0.749
2023-01-19 20:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.337 s 0.590
2023-01-19 20:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.400 s 1.194
2023-01-19 20:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.838 s 1.638
2023-01-19 20:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.436 s -0.194
2023-01-19 20:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.908 s 0.923
2023-01-19 20:39 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.083 s 0.117
2023-01-19 20:40 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.545 s 1.138
2023-01-19 20:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.156 s 0.065
2023-01-19 20:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.393 s -0.244
2023-01-19 20:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.343 s 0.733
2023-01-19 20:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.967 s 1.520
2023-01-19 20:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.306 s 0.052
2023-01-19 20:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s 0.260
2023-01-19 20:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.522 s 0.704
2023-01-19 20:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.427 s 0.848
2023-01-19 20:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.581
2023-01-19 21:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.389 s 1.373
2023-01-19 21:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.389 s 1.104
2023-01-19 21:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.937 s 0.432
2023-01-19 20:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.367 s -0.062
2023-01-19 21:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.075 s 0.242
2023-01-19 20:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.450 s 0.820
2023-01-19 20:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.825 s 1.318
2023-01-19 21:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.250 s 0.360
2023-01-19 21:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s 0.302
2023-01-19 20:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.387 s 0.524
2023-01-19 20:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.413 s 0.654
2023-01-19 21:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.315 s 1.458
2023-01-19 21:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.737 s -0.032
2023-01-19 21:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.370 s 0.444
2023-01-19 21:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s 0.498
2023-01-19 21:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.310 s 1.665
2023-01-19 21:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.476 s 1.612
2023-01-19 21:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.669 s -0.388
2023-01-19 21:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.102 s -0.159
2023-01-19 21:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.807 s 0.677
2023-01-19 21:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.722 s -0.560
2023-01-19 21:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.457 s -0.600
2023-01-19 21:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s 0.822
2023-01-19 21:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.270 s 0.661
2023-01-19 21:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.292 s 1.074
2023-01-19 21:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.394 s 0.682
2023-01-19 21:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.525 s 1.358
2023-01-19 21:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.762 s -0.310
2023-01-19 21:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.577 s -0.294
2023-01-19 21:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.258 s 0.251
2023-01-19 21:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.328 s 1.455
2023-01-19 21:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.289 s 0.545
2023-01-19 21:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.451 s 2.215
2023-01-19 21:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.527 s 0.527
2023-01-19 21:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.559 s 0.553
2023-01-19 21:19 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.293 s 1.543
2023-01-19 21:20 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s 0.682
2023-01-19 21:20 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.812 s -0.542
2023-01-19 21:21 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.303 s 1.647
2023-01-19 21:21 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.246 s 1.121
2023-01-19 21:21 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.350 s 1.503
2023-01-19 21:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.799 s 0.416
2023-01-19 21:21 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.297 s 0.850
2023-01-19 21:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.877 s -0.637
2023-01-19 21:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.205 s -1.663
2023-01-19 21:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.290 s 1.704
2023-01-19 21:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.360 s 1.659
2023-01-19 21:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.228 s 1.154
2023-01-19 21:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.259 s 1.116
2023-01-19 21:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.378 s 1.806
2023-01-19 21:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.826 s 1.452
2023-01-19 21:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.087 s 0.686
2023-01-19 21:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.567 s -0.905
2023-01-19 21:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.015
2023-01-19 21:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.267 s 0.275
2023-01-19 21:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.332 s 1.092
2023-01-19 21:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.476 s 0.958
2023-01-19 21:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.321 s 0.203
2023-01-19 21:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.707 s 0.436
2023-01-19 21:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.595 s 0.592
2023-01-19 21:33 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.946 s -1.939
2023-01-19 21:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.367 s 0.038
2023-01-19 21:35 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.294 s 1.584
2023-01-19 21:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.250 s 0.942
2023-01-19 21:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.325 s 1.362
2023-01-19 21:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.762 s 0.277
2023-01-19 21:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.322 s -0.692
2023-01-19 21:35 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.231 s 0.606
2023-01-19 21:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.272 s -0.358
2023-01-19 21:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.704 s 0.558
2023-01-19 21:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.393 s 0.867
2023-01-19 21:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.075 s -0.214
2023-01-19 21:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.860 s -0.006
2023-01-19 21:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.501 s 1.620
2023-01-19 21:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.338 s 0.752
2023-01-19 21:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.506 s 0.703
2023-01-19 21:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.508 s -0.028
2023-01-19 21:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.169 s 0.382
2023-01-19 21:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.913 s -0.114
2023-01-19 21:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.733 s 0.023
2023-01-19 21:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.983 s 0.537
2023-01-19 22:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s 0.352
2023-01-19 21:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.387 s 1.330
2023-01-19 21:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.310 s -0.319
2023-01-19 21:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.305 s -0.051
2023-01-19 21:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.355 s 0.251
2023-01-19 21:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.540 s 0.263
2023-01-19 21:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.620 s 0.404
2023-01-19 22:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.094 s 0.316
2023-01-19 21:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.943 s -1.470
2023-01-19 21:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.840 s 0.108
2023-01-19 21:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.957 s 0.434
2023-01-19 22:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s 0.928
2023-01-19 21:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.465 s -0.869
2023-01-19 22:05 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 40.888 s 0.175
2023-01-19 22:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.395 s 0.539
2023-01-19 22:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s 0.660
2023-01-19 22:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.454 s 0.305
2023-01-19 22:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.290 s 1.725
2023-01-19 22:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.708 s 0.557
2023-01-19 22:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.266 s 0.803