Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-21 22:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.373 s -0.769
2022-11-21 22:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.239 s -0.556
2022-11-21 22:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s -0.911
2022-11-21 22:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.311 s -0.975
2022-11-21 22:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.850 s -0.999
2022-11-21 22:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.343 s -0.624
2022-11-21 22:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.375 s 0.739
2022-11-21 22:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.844 s -1.207
2022-11-21 22:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.407 s -0.713
2022-11-21 22:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s -0.693
2022-11-21 22:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.337 s -0.633
2022-11-21 22:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.406 s -0.106
2022-11-21 22:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.429 s -1.234
2022-11-21 22:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.555 s -1.122
2022-11-21 22:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.279 s -0.845
2022-11-21 22:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.910 s -0.212
2022-11-21 22:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.270 s -0.775
2022-11-21 22:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.487 s -1.848
2022-11-21 22:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.335 s -0.626
2022-11-21 22:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.382 s -0.888
2022-11-21 22:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.378 s -0.851
2022-11-21 22:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.844 s -2.714
2022-11-21 22:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.340 s -0.299
2022-11-21 22:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.488 s 1.198
2022-11-21 22:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.308 s 0.114
2022-11-21 22:48 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.117 s -0.077
2022-11-21 22:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.297 s -0.156
2022-11-21 22:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.452 s -0.063
2022-11-21 22:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s 0.161
2022-11-21 23:00 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.707 s -1.802
2022-11-21 22:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.301 s -0.188
2022-11-21 22:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.247 s -0.858
2022-11-21 22:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s -0.400
2022-11-21 22:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s 0.009
2022-11-21 22:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.261 s -0.403
2022-11-21 22:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.010 s 0.872
2022-11-21 22:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.850 s 0.149
2022-11-21 22:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.701 s 0.184
2022-11-21 22:35 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.322 s -1.398
2022-11-21 22:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.382 s -0.009
2022-11-21 22:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.432 s -0.125
2022-11-21 23:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.370 s 0.489
2022-11-21 23:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.363 s 0.359
2022-11-21 22:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.318 s -0.536
2022-11-21 23:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.074 s 0.186
2022-11-21 23:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.741 s 0.358
2022-11-21 22:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.554 s 0.222
2022-11-21 22:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.303 s 0.087
2022-11-21 22:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.415 s 0.314
2022-11-21 23:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.380 s 0.253
2022-11-21 23:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s 0.107
2022-11-21 23:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.411 s 0.512
2022-11-21 22:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.382 s 0.067
2022-11-21 23:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.259 s 0.120
2022-11-21 23:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.324 s 0.595
2022-11-21 23:40 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.292 s 0.218
2022-11-21 22:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.748 s -0.822
2022-11-21 23:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.509 s 0.343
2022-11-21 23:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.169 s 0.643
2022-11-21 23:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.084
2022-11-21 22:48 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.895 s 0.271
2022-11-21 22:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.408 s 0.263
2022-11-21 23:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.064 s 0.805
2022-11-21 23:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.421 s 0.349
2022-11-21 23:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.243 s 0.589
2022-11-21 23:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.241 s 0.323
2022-11-21 23:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s -0.170
2022-11-21 22:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.266 s -0.219
2022-11-21 23:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.524 s 0.214
2022-11-21 23:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.276 s 0.661
2022-11-21 22:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.221 s 0.163
2022-11-21 22:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 0.223
2022-11-21 22:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.885 s -0.363
2022-11-21 23:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.002 s 0.173
2022-11-21 23:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.169 s 0.065
2022-11-21 23:41 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.552 s 0.563
2022-11-21 23:00 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.082 s -0.537
2022-11-21 23:13 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.337 s 0.813
2022-11-21 23:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.402 s 0.065
2022-11-21 23:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.346 s -0.045
2022-11-21 23:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.066 s 0.977
2022-11-21 23:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.305 s 0.168
2022-11-21 22:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.332 s 0.560
2022-11-21 23:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.920 s 0.206
2022-11-21 23:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.207
2022-11-21 23:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.271 s 0.501
2022-11-21 23:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.362 s 0.749
2022-11-21 23:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.520 s 0.261
2022-11-21 22:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.465 s -0.484
2022-11-21 23:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.395 s 0.213
2022-11-21 23:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.455 s 0.272
2022-11-21 23:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.245 s 0.324
2022-11-21 23:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.294 s 0.024
2022-11-21 23:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.356 s 0.271
2022-11-21 23:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.780 s 0.882
2022-11-21 23:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.139
2022-11-21 23:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.853 s 0.194
2022-11-21 23:21 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.189 s 0.064
2022-11-21 23:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.396 s 0.149
2022-11-21 23:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.548 s 0.093
2022-11-21 23:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.013 s 1.059
2022-11-21 23:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.083 s 1.183
2022-11-21 23:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.487 s 0.373
2022-11-21 23:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.796 s 0.365
2022-11-21 23:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.464 s 0.794
2022-11-21 23:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.234 s -0.101
2022-11-22 00:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.303 s 0.808
2022-11-21 23:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.472 s -0.331
2022-11-21 23:14 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.291 s 0.504
2022-11-21 23:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.389 s 0.177
2022-11-21 23:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.395 s 0.131
2022-11-21 23:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.641 s 0.751
2022-11-21 23:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.397 s 0.682
2022-11-21 23:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.898 s 0.658
2022-11-21 23:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.334 s 0.358
2022-11-21 23:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.683 s 1.294
2022-11-21 23:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s -0.062
2022-11-22 00:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.315 s 1.285
2022-11-21 23:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.327 s 0.060
2022-11-21 23:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.481 s 0.842
2022-11-21 23:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.799 s 0.005
2022-11-21 23:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.639 s 0.222
2022-11-21 23:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.870 s 0.178
2022-11-21 23:55 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.914 s 0.210
2022-11-22 00:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.357 s -0.774
2022-11-22 00:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.982 s 0.557
2022-11-21 23:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.644 s 1.149
2022-11-21 23:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.315 s 0.698
2022-11-21 23:29 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.570 s 0.297
2022-11-21 23:31 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s -0.203
2022-11-21 23:58 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.505 s 0.240
2022-11-21 23:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.238 s 0.592
2022-11-21 23:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.527 s 0.433
2022-11-21 23:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.476 s 0.216
2022-11-21 23:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.311 s -0.101
2022-11-22 00:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.429 s 0.516
2022-11-21 23:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.477 s 0.416
2022-11-22 00:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.493 s 0.306
2022-11-22 00:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.135 s 0.661
2022-11-22 00:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.403 s -0.120
2022-11-21 23:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.255 s 0.198
2022-11-22 00:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.601 s -0.298
2022-11-22 00:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.386 s 0.758
2022-11-22 00:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.076 s 0.557
2022-11-21 23:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 0.192
2022-11-22 00:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.523 s 0.334
2022-11-21 23:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.314 s 0.024
2022-11-21 23:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.824 s 0.193
2022-11-21 23:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.390 s 0.197
2022-11-21 23:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.211
2022-11-21 23:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.317 s 0.081
2022-11-22 00:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.155 s 0.219
2022-11-22 00:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.505 s 0.386
2022-11-22 00:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s 0.049
2022-11-22 00:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s -0.010
2022-11-22 00:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.263 s 0.444
2022-11-21 23:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.374 s 0.337
2022-11-22 00:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.302 s 0.351
2022-11-22 00:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.805 s 0.810
2022-11-22 00:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.138 s 0.985
2022-11-22 00:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.234 s 0.334
2022-11-22 00:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.302 s 0.276
2022-11-22 00:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.389 s 0.449
2022-11-22 00:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.023 s 0.576
2022-11-22 00:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.228 s 0.480
2022-11-22 00:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.929 s 0.932
2022-11-21 23:56 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.339 s 0.097
2022-11-21 23:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.347 s -0.019
2022-11-22 00:16 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.911 s -0.480
2022-11-22 00:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.493 s 0.576
2022-11-22 00:30 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.770 s 0.216
2022-11-22 00:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.639 s 0.256
2022-11-22 00:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.539 s -0.505
2022-11-22 00:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.458 s 0.701
2022-11-22 00:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.344 s 0.099
2022-11-22 00:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.714 s 0.088