Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 21:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s -0.195
2022-11-23 21:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.332 s -0.128
2022-11-23 21:19 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.373 s -0.705
2022-11-23 21:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.412 s -0.946
2022-11-23 21:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.544 s -0.472
2022-11-23 21:19 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.314 s -1.051
2022-11-23 21:19 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.236 s -0.433
2022-11-23 21:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.407 s -0.328
2022-11-23 21:20 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.341 s -0.616
2022-11-23 21:19 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.231 s -0.784
2022-11-23 21:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.807 s -0.938
2022-11-23 21:20 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.863 s -1.220
2022-11-23 21:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.361 s 1.181
2022-11-23 21:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.424 s -0.841
2022-11-23 21:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.267 s -0.416
2022-11-23 21:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.901 s 0.496
2022-11-23 21:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.343 s -1.184
2022-11-23 21:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.457 s -0.828
2022-11-23 21:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.382 s -0.837
2022-11-23 21:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.278 s -0.820
2022-11-23 21:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.370 s -0.033
2022-11-23 21:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.787 s -0.219
2022-11-23 21:32 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.271 s 1.041
2022-11-23 21:33 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.782 s -0.870
2022-11-23 21:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s 0.071
2022-11-23 21:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.313 s -0.208
2022-11-23 21:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.298 s -0.241
2022-11-23 21:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 0.557
2022-11-23 21:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.334 s 0.506
2022-11-23 21:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.472 s -1.212
2022-11-23 21:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.237 s 0.943
2022-11-23 21:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.434 s -0.322
2022-11-23 21:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.846 s 0.297
2022-11-23 21:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 0.188
2022-11-23 21:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.872 s 0.194
2022-11-23 21:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.384 s -0.206
2022-11-23 21:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.284
2022-11-23 21:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.403
2022-11-23 21:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.383 s -0.124
2022-11-23 21:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.295 s 0.365
2022-11-23 21:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.267 s -0.404
2022-11-23 21:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.564 s -0.249
2022-11-23 21:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.406
2022-11-23 21:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.888 s 0.797
2022-11-23 21:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.495 s 0.416
2022-11-23 21:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.026 s 0.452
2022-11-23 21:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.085 s 0.861
2022-11-23 21:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.455 s 0.157
2022-11-23 21:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.310 s -0.497
2022-11-23 21:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s -0.162
2022-11-23 21:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.703 s 0.072
2022-11-23 21:57 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.056 s 1.070
2022-11-23 21:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.370 s 0.450
2022-11-23 21:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.422 s 0.152
2022-11-23 21:59 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.928 s -0.172
2022-11-23 21:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.415 s -0.286
2022-11-23 21:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.333 s 0.408
2022-11-23 21:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.516 s -0.233
2022-11-23 21:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.412 s 0.533
2022-11-23 21:57 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.636 s -0.127
2022-11-23 22:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.061 s 0.455
2022-11-23 22:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s -0.150
2022-11-23 21:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.480 s -0.992
2022-11-23 21:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.380 s 0.111
2022-11-23 22:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.465 s -0.484
2022-11-23 22:10 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.345 s 0.404
2022-11-23 22:11 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s 0.012
2022-11-23 22:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.520 s 0.574
2022-11-23 22:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.036 s -1.464
2022-11-23 22:12 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.427 s -0.618
2022-11-23 22:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.794 s 0.380
2022-11-23 22:04 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.402 s -0.317
2022-11-23 22:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.373 s -0.414
2022-11-23 22:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.330 s -0.512
2022-11-23 22:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.501 s -0.440
2022-11-23 22:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.652 s -0.377
2022-11-23 22:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.343 s 0.273
2022-11-23 22:18 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.337 s -0.825
2022-11-23 22:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s -0.474
2022-11-23 22:18 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.416 s -0.748
2022-11-23 22:12 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.117
2022-11-23 22:13 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.863 s -0.193
2022-11-23 22:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.064 s 1.136
2022-11-23 22:12 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.389 s 0.115
2022-11-23 22:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.249 s -0.280
2022-11-23 22:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.243 s -0.142
2022-11-23 22:11 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.517 s -1.095
2022-11-23 22:18 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.106 s 1.045
2022-11-23 22:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.007 s -0.736
2022-11-23 22:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.155 s 0.961
2022-11-23 22:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.668 s 0.625
2022-11-23 22:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.395 s 0.008
2022-11-23 22:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.079 s 0.042
2022-11-23 22:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.365 s 0.384
2022-11-23 22:26 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.550 s 1.201
2022-11-23 22:28 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s 0.005
2022-11-23 22:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.303 s -0.707
2022-11-23 22:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.495 s -0.712
2022-11-23 22:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.282 s 0.590
2022-11-23 22:28 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.333 s -1.199
2022-11-23 22:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.391 s 0.808
2022-11-23 22:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.282 s -0.401
2022-11-23 22:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.542 s 0.738
2022-11-23 22:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.536 s -0.123
2022-11-23 22:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.784 s 1.407
2022-11-23 22:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.354 s 1.570
2022-11-23 22:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.252 s -0.856
2022-11-23 22:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.339 s -0.606
2022-11-23 22:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.268 s -0.125
2022-11-23 22:31 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.600 s 1.146
2022-11-23 22:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.512 s 0.791
2022-11-23 22:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.316 s -0.741
2022-11-23 22:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.107 s 0.225
2022-11-23 22:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.597 s 0.124
2022-11-23 22:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.826 s -0.495
2022-11-23 22:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.045 s 0.399
2022-11-23 22:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.254 s -1.901
2022-11-23 22:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.360 s -4.057
2022-11-23 22:40 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s 0.038
2022-11-23 22:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.393 s -0.471
2022-11-23 22:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.815 s 0.737
2022-11-23 22:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.344 s -0.510
2022-11-23 22:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.365 s -0.400
2022-11-23 22:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.246 s -0.156
2022-11-23 22:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.306
2022-11-23 22:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s -0.172
2022-11-23 22:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.385 s -0.508
2022-11-23 22:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.914 s -1.029
2022-11-23 22:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.459 s 0.950
2022-11-23 22:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.254 s 0.221
2022-11-23 22:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.264 s -0.115
2022-11-23 22:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.499 s -0.396
2022-11-23 22:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.143
2022-11-23 22:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.711 s 0.209
2022-11-23 22:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.915 s 0.105
2022-11-23 22:54 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.229 s 0.901
2022-11-23 22:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.231 s 0.274
2022-11-23 22:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.316 s -0.490
2022-11-23 22:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s -0.095
2022-11-23 22:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.351 s -0.359
2022-11-23 22:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.502 s 0.445
2022-11-23 22:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.759 s -0.440
2022-11-23 23:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.401 s -0.683
2022-11-23 23:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.312 s -0.700
2022-11-23 23:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.345 s 0.032
2022-11-23 23:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.503 s -1.065
2022-11-23 23:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.072 s -1.108
2022-11-23 23:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.407 s -0.465
2022-11-23 23:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.311 s -0.648
2022-11-23 23:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.337 s 0.927
2022-11-23 23:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.222 s -3.004
2022-11-23 23:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.147 s 0.273
2022-11-23 23:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.612 s -0.847
2022-11-23 23:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.434 s -0.124
2022-11-23 23:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.901 s 0.437
2022-11-23 23:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.355 s 0.006
2022-11-23 23:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.463 s 0.997
2022-11-23 23:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.551 s 0.001
2022-11-23 23:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.541 s -0.606
2022-11-23 23:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.534 s 0.173
2022-11-23 23:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.541 s -0.956
2022-11-23 23:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.542 s 1.518
2022-11-23 23:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.303 s 0.093
2022-11-23 23:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.812 s 0.360
2022-11-23 23:25 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.386 s 0.471
2022-11-23 23:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.978 s 0.746
2022-11-23 23:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.943 s 0.457
2022-11-23 23:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.803 s 0.062
2022-11-23 23:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s -0.195
2022-11-23 23:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.315 s -0.760
2022-11-23 23:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s -0.488
2022-11-23 23:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.351 s -0.498
2022-11-23 23:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.277
2022-11-23 23:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.726 s -0.228
2022-11-23 23:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.085 s 0.299
2022-11-23 23:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.393 s -0.131