Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 01:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.343 s -0.309
2022-11-10 01:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.320 s -0.890
2022-11-10 01:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.409 s -0.683
2022-11-10 01:11 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.878 s -1.171
2022-11-10 01:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.945 s -1.574
2022-11-10 01:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.531 s -1.164
2022-11-10 01:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.367 s 1.369
2022-11-10 01:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.399 s -1.373
2022-11-10 01:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.321 s -0.398
2022-11-10 01:09 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.909 s -0.141
2022-11-10 01:10 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.276 s -0.356
2022-11-10 01:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.240 s -0.649
2022-11-10 01:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.321 s -0.236
2022-11-10 01:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.561 s -1.127
2022-11-10 01:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.988 s -0.931
2022-11-10 01:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.230 s 0.119
2022-11-10 01:07 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.231 s -1.412
2022-11-10 01:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.239 s 0.032
2022-11-10 01:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.491 s -1.039
2022-11-10 01:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.246 s -2.096
2022-11-10 01:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.411 s -0.904
2022-11-10 01:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.330 s -0.311
2022-11-10 01:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.426 s -0.968
2022-11-10 01:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.268 s -0.476
2022-11-10 01:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.344 s -0.877
2022-11-10 01:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.303 s -0.562
2022-11-10 01:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.335 s 0.101
2022-11-10 01:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.395 s -1.040
2022-11-10 01:11 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.377 s -0.662
2022-11-10 01:15 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.319 s -0.680
2022-11-10 01:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.390 s -0.707
2022-11-10 01:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.210
2022-11-10 01:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.522 s 0.139
2022-11-10 01:22 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.571 s -0.187
2022-11-10 01:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.413 s 0.078
2022-11-10 01:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.307 s -0.223
2022-11-10 01:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.221 s 0.090
2022-11-10 01:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.332 s -0.013
2022-11-10 01:40 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.075 s -0.090
2022-11-10 01:22 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.262 s -0.097
2022-11-10 01:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s -0.115
2022-11-10 01:24 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.943 s -1.405
2022-11-10 01:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.275 s -0.883
2022-11-10 01:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.442 s -0.800
2022-11-10 01:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.897 s 0.443
2022-11-10 01:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.322 s -0.911
2022-11-10 01:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.354 s -0.623
2022-11-10 01:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.529
2022-11-10 01:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.197 s -1.000
2022-11-10 01:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.467 s -0.402
2022-11-10 01:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.090 s -1.043
2022-11-10 01:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.343 s 0.082
2022-11-10 01:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.328 s -0.175
2022-11-10 01:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.794 s -0.785
2022-11-10 01:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.473 s -0.655
2022-11-10 01:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.313 s 0.005
2022-11-10 01:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.484 s 1.072
2022-11-10 01:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.475 s -1.213
2022-11-10 01:42 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.420 s 0.141
2022-11-10 01:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.418 s -0.682
2022-11-10 01:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.377 s 0.184
2022-11-10 01:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.528 s -0.913
2022-11-10 01:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.797 s 0.479
2022-11-10 01:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.309 s -0.413
2022-11-10 01:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.586 s -1.145
2022-11-10 01:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.888 s -0.721
2022-11-10 01:42 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.018 s -1.394
2022-11-10 01:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.973 s -1.344
2022-11-10 01:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.369 s 0.309
2022-11-10 01:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.401 s -0.264
2022-11-10 01:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.688 s -0.150
2022-11-10 01:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.373 s -0.491
2022-11-10 01:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.351 s 0.635
2022-11-10 01:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s -0.047
2022-11-10 01:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.304 s -0.502
2022-11-10 01:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.435 s -1.065
2022-11-10 01:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.389 s 0.001
2022-11-10 01:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.938 s -0.898
2022-11-10 02:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.336 s -0.598
2022-11-10 02:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.075 s 0.691
2022-11-10 02:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s -0.128
2022-11-10 02:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.397 s -0.694
2022-11-10 02:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.084 s -0.236
2022-11-10 02:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.646 s 0.609
2022-11-10 02:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.516 s -0.708
2022-11-10 02:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.555 s -1.091
2022-11-10 02:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.311 s -0.486
2022-11-10 02:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.430 s -1.013
2022-11-10 02:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.241 s -0.362
2022-11-10 02:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.305 s -0.618
2022-11-10 02:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.338 s -0.980
2022-11-10 02:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.364 s -0.056
2022-11-10 02:04 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.881 s -2.240
2022-11-10 02:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.647 s -0.423
2022-11-10 02:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.385 s -2.175
2022-11-10 02:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.173 s -0.354
2022-11-10 02:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.270 s 0.368
2022-11-10 02:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.185 s -1.419
2022-11-10 02:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.344 s -0.818
2022-11-10 02:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.323 s -0.586
2022-11-10 02:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.831 s -0.564
2022-11-10 02:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.570 s 0.215
2022-11-10 02:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.800 s -0.274
2022-11-10 02:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.365 s -0.995
2022-11-10 02:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.543 s -1.580
2022-11-10 02:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.279 s -0.331
2022-11-10 02:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.374 s -0.713
2022-11-10 02:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s -0.232
2022-11-10 02:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.397 s -0.318
2022-11-10 02:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.512
2022-11-10 02:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.554 s -0.170
2022-11-10 02:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.619 s -0.330
2022-11-10 02:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.568 s -3.446
2022-11-10 02:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.320 s -0.647
2022-11-10 02:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.508 s -0.224
2022-11-10 02:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.446 s -0.263
2022-11-10 02:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.241 s 0.110
2022-11-10 02:32 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.761 s -1.238
2022-11-10 02:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s -0.870
2022-11-10 02:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.281 s 0.584
2022-11-10 02:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.291 s -0.294
2022-11-10 02:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s -0.733
2022-11-10 02:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.352 s -0.967
2022-11-10 02:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.245 s -0.214
2022-11-10 02:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.481 s 0.090
2022-11-10 02:31 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.515 s -0.121
2022-11-10 02:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.020 s -0.940
2022-11-10 02:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.911 s -0.931
2022-11-10 02:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.223
2022-11-10 02:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.384 s 1.816
2022-11-10 02:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.155 s -0.143
2022-11-10 02:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.309 s -0.882
2022-11-10 02:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.101 s 1.893
2022-11-10 02:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.378 s 0.492
2022-11-10 02:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.317 s -0.823
2022-11-10 02:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.404 s -1.294
2022-11-10 02:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.552 s -1.075
2022-11-10 02:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.366 s -0.950
2022-11-10 02:39 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.837 s -0.956
2022-11-10 02:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.582 s -1.218
2022-11-10 02:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.158 s -0.765
2022-11-10 02:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.408 s -1.180
2022-11-10 02:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.348
2022-11-10 02:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.258 s -0.779
2022-11-10 02:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.258 s -0.597
2022-11-10 02:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.493 s -0.761
2022-11-10 02:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.916 s -0.367
2022-11-10 02:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.644 s -1.121
2022-11-10 02:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s -0.604
2022-11-10 02:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.057 s -1.348
2022-11-10 02:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.486 s 2.350
2022-11-10 02:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.306 s -0.563
2022-11-10 02:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.751 s -0.835
2022-11-10 02:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.413 s -0.849
2022-11-10 02:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.306 s -0.214
2022-11-10 02:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.575 s -1.160
2022-11-10 02:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.355 s -0.119
2022-11-10 02:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.358 s -1.178
2022-11-10 02:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.904 s 0.425
2022-11-10 03:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.316 s -0.701
2022-11-10 03:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.966 s -0.430
2022-11-10 03:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.105 s -0.931
2022-11-10 03:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.820 s -0.646
2022-11-10 03:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.787 s -1.673
2022-11-10 03:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.813 s -0.841
2022-11-10 03:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.430 s -0.121
2022-11-10 03:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.822 s -1.088
2022-11-10 03:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.369 s -1.198
2022-11-10 03:02 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.548 s -0.040
2022-11-10 03:02 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.046 s -0.522
2022-11-10 03:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.534 s -0.564
2022-11-10 03:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.239 s -0.636
2022-11-10 03:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.266 s -0.367
2022-11-10 03:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s -0.567
2022-11-10 03:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.395 s -0.618
2022-11-10 03:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.089 s -0.712