Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 17:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.395 s 0.046
2022-11-15 16:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.292 s 0.148
2022-11-15 17:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.412 s -0.117
2022-11-15 17:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.324 s 0.052
2022-11-15 17:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.783 s -0.304
2022-11-15 16:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.796 s 0.193
2022-11-15 16:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.228 s 0.497
2022-11-15 17:06 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.445 s 0.690
2022-11-15 17:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.368 s 0.033
2022-11-15 17:15 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.307 s -0.622
2022-11-15 17:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.346 s -1.048
2022-11-15 17:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.401 s 0.570
2022-11-15 17:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.425 s -1.293
2022-11-15 16:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.219 s 0.509
2022-11-15 16:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.356 s 0.107
2022-11-15 17:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.273 s -0.090
2022-11-15 17:10 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.366 s 0.567
2022-11-15 17:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.578
2022-11-15 17:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.533 s 0.050
2022-11-15 17:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s 0.224
2022-11-15 17:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.317 s 0.673
2022-11-15 17:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.898 s 0.897
2022-11-15 17:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.301 s -0.477
2022-11-15 17:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.457 s -0.343
2022-11-15 16:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.334 s 0.284
2022-11-15 17:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.317 s -0.410
2022-11-15 17:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.331 s 0.247
2022-11-15 17:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.413
2022-11-15 17:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.259 s 0.701
2022-11-15 17:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.394 s -0.935
2022-11-15 17:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.874 s -1.126
2022-11-15 17:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.418 s 0.054
2022-11-15 17:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.380
2022-11-15 17:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.421 s -0.225
2022-11-15 17:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.350 s 0.638
2022-11-15 17:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.273 s -1.001
2022-11-15 17:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.203 s -2.969
2022-11-15 17:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.338 s 0.001
2022-11-15 17:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.311 s -0.605
2022-11-15 17:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s -0.117
2022-11-15 17:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.109 s -0.238
2022-11-15 17:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.334 s -0.171
2022-11-15 17:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.714 s -0.543
2022-11-15 17:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.500 s -0.170
2022-11-15 17:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.460 s -0.272
2022-11-15 17:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.891 s -0.723
2022-11-15 17:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s -0.025
2022-11-15 17:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.421 s -0.731
2022-11-15 17:22 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.551 s 0.382
2022-11-15 17:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.904 s -0.192
2022-11-15 17:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.435 s -0.447
2022-11-15 17:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.715
2022-11-15 17:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.272 s -0.761
2022-11-15 17:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.221 s 0.066
2022-11-15 17:40 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.631 s -0.242
2022-11-15 17:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.471 s -0.318
2022-11-15 17:42 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s 0.413
2022-11-15 17:40 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.080 s -0.283
2022-11-15 17:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.522 s -0.608
2022-11-15 17:42 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.937 s -0.632
2022-11-15 17:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.381 s 0.365
2022-11-15 17:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.372 s 0.498
2022-11-15 17:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.311 s -0.723
2022-11-15 17:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.800 s 0.143
2022-11-15 17:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s -0.097
2022-11-15 17:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.089 s -0.292
2022-11-15 17:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.460 s -0.121
2022-11-15 17:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.362
2022-11-15 17:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.400 s -0.185
2022-11-15 17:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.522 s 0.415
2022-11-15 17:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.024 s -0.847
2022-11-15 17:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.346 s 0.440
2022-11-15 17:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.332
2022-11-15 17:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.494 s -0.348
2022-11-15 17:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.369 s -0.212
2022-11-15 17:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.425 s -0.467
2022-11-15 17:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.391 s 0.110
2022-11-15 17:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.862 s -0.437
2022-11-15 18:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.169 s 0.127
2022-11-15 18:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.333 s -0.535
2022-11-15 18:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.246 s 0.337
2022-11-15 18:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.499 s -0.368
2022-11-15 18:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.418 s -1.006
2022-11-15 18:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.271 s 0.503
2022-11-15 18:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.088 s -0.324
2022-11-15 18:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.368 s -0.053
2022-11-15 18:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.331 s -0.633
2022-11-15 18:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.703 s -0.454
2022-11-15 18:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.644 s 0.311
2022-11-15 18:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.094 s -0.688
2022-11-15 18:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.208 s -0.352
2022-11-15 18:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.240 s 0.329
2022-11-15 18:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.394 s 0.301
2022-11-15 18:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.036 s -1.571
2022-11-15 18:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.568 s 0.268
2022-11-15 18:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.484 s -4.186
2022-11-15 18:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.218 s 0.197
2022-11-15 18:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.394 s 0.366
2022-11-15 18:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.301 s -0.536
2022-11-15 18:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.279 s -0.644
2022-11-15 18:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.543 s -0.558
2022-11-15 18:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.800 s -0.106
2022-11-15 18:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.639 s 0.265
2022-11-15 18:20 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.267 s 0.777
2022-11-15 18:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.618 s -0.822
2022-11-15 18:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.469 s -0.742
2022-11-15 18:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s -0.035
2022-11-15 18:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.242
2022-11-15 18:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.523 s -0.131
2022-11-15 18:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.344 s -0.990
2022-11-15 18:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.242 s 0.184
2022-11-15 18:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 0.212
2022-11-15 18:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s 0.105
2022-11-15 18:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.857 s -1.934
2022-11-15 18:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.497 s -0.990
2022-11-15 18:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.550 s -0.067
2022-11-15 18:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.232 s 0.316
2022-11-15 18:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.318 s -0.365
2022-11-15 18:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.366 s -0.534
2022-11-15 18:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.380 s -0.241
2022-11-15 18:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.910 s -0.973
2022-11-15 18:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.848 s -0.924
2022-11-15 18:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.310 s -0.262
2022-11-15 18:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.395 s -0.027
2022-11-15 18:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.105 s -0.832
2022-11-15 18:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.260 s 0.646
2022-11-15 18:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.107 s 0.471
2022-11-15 18:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.255 s 0.186
2022-11-15 18:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.497 s -0.629
2022-11-15 18:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.492 s 0.202
2022-11-15 18:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.712 s -0.240
2022-11-15 18:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.344 s -0.563
2022-11-15 18:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.162
2022-11-15 18:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.314 s 0.478
2022-11-15 18:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.912 s 0.387
2022-11-15 18:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.405 s 0.219
2022-11-15 18:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.391 s -0.505
2022-11-15 18:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.612 s -1.095
2022-11-15 18:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.505 s 0.195
2022-11-15 18:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.404 s -0.950
2022-11-15 18:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.230 s 0.400
2022-11-15 18:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.149 s 0.225
2022-11-15 18:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.316 s -0.549
2022-11-15 18:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.432 s 0.248
2022-11-15 18:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.351 s -0.372
2022-11-15 18:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s 0.146
2022-11-15 18:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.755 s -0.396
2022-11-15 18:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.318 s -1.254
2022-11-15 18:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.414 s -1.069
2022-11-15 18:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.059 s -0.763
2022-11-15 18:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.175 s -1.043
2022-11-15 18:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.496 s -0.152
2022-11-15 18:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.573 s 0.059
2022-11-15 18:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.303 s 0.215
2022-11-15 18:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s 0.066
2022-11-15 18:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.655 s -0.031
2022-11-15 18:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s 0.073
2022-11-15 18:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.347 s -0.349
2022-11-15 18:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.530 s -0.319
2022-11-15 19:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.823 s -0.098
2022-11-15 19:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.969 s -0.809
2022-11-15 19:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.523 s 0.223
2022-11-15 19:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.039 s -0.643
2022-11-15 18:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.539 s -0.673
2022-11-15 18:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.910 s -0.268
2022-11-15 18:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.567 s -0.395
2022-11-15 19:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.680 s -0.026
2022-11-15 19:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.265 s 0.154
2022-11-15 19:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.797 s 0.089
2022-11-15 19:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.111 s -1.346
2022-11-15 19:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.731 s -0.590
2022-11-15 19:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.312 s -0.524
2022-11-15 19:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s 0.130
2022-11-15 19:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.394 s -0.241
2022-11-15 19:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.355 s -0.794
2022-11-15 19:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.229 s 0.343