Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-14 21:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.233 s 0.116
2022-11-14 21:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.335 s 0.176
2022-11-14 21:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.219 s 0.500
2022-11-14 21:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.793 s 0.195
2022-11-14 21:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.363 s -0.289
2022-11-14 21:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.291 s 0.102
2022-11-14 21:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.423 s -1.364
2022-11-14 21:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.467 s 0.550
2022-11-14 21:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.392 s 0.215
2022-11-14 21:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.330 s 0.336
2022-11-14 21:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.320 s 0.336
2022-11-14 21:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.409 s 0.112
2022-11-14 21:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.406 s 0.066
2022-11-14 21:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.529 s 0.285
2022-11-14 21:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.919 s -0.628
2022-11-14 21:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.412 s 0.137
2022-11-14 21:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.328 s -0.234
2022-11-14 21:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.030
2022-11-14 21:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.274 s -0.167
2022-11-14 21:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.364 s 0.239
2022-11-14 21:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.373 s -0.229
2022-11-14 21:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.792 s -0.757
2022-11-14 21:35 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.303 s -0.501
2022-11-14 21:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.300 s -0.429
2022-11-14 21:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.334 s 0.662
2022-11-14 21:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s -0.317
2022-11-14 21:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.245 s -0.436
2022-11-14 21:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.319 s -0.604
2022-11-14 21:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.341 s -0.493
2022-11-14 21:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.463 s -0.628
2022-11-14 21:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.267 s -0.684
2022-11-14 21:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.566 s -0.340
2022-11-14 21:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.385 s -0.288
2022-11-14 21:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.302 s -0.226
2022-11-14 21:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s 0.094
2022-11-14 21:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.434 s -0.413
2022-11-14 21:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.865 s -0.779
2022-11-14 21:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.383 s 0.042
2022-11-14 22:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.059 s 0.028
2022-11-14 21:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.274 s -0.955
2022-11-14 21:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.507 s -0.939
2022-11-14 21:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.762
2022-11-14 22:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.385 s 0.029
2022-11-14 21:48 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.118 s -0.370
2022-11-14 21:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.881 s -0.394
2022-11-14 21:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.720 s -0.771
2022-11-14 21:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.336 s -0.340
2022-11-14 21:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.339 s -0.051
2022-11-14 22:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.521 s -0.547
2022-11-14 21:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.432
2022-11-14 22:00 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.080 s -0.273
2022-11-14 22:00 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.381 s -0.224
2022-11-14 21:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.310 s -0.545
2022-11-14 21:48 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.902 s -0.072
2022-11-14 22:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.714 s -0.785
2022-11-14 21:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.408
2022-11-14 21:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.053 s -0.494
2022-11-14 22:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.086 s -0.207
2022-11-14 22:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.348 s 0.008
2022-11-14 22:21 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.272 s -0.946
2022-11-14 21:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.462 s -0.371
2022-11-14 22:00 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.651 s -0.529
2022-11-14 22:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.530 s -0.217
2022-11-14 21:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.415 s -0.379
2022-11-14 22:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.429 s -0.145
2022-11-14 22:14 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.297 s -0.115
2022-11-14 21:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.424 s -0.555
2022-11-14 22:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.427 s -0.594
2022-11-14 22:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.178 s -0.432
2022-11-14 22:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.284 s -1.067
2022-11-14 22:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.472 s -0.320
2022-11-14 22:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.856 s -0.276
2022-11-14 22:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.329 s -0.510
2022-11-14 22:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.463 s -0.342
2022-11-14 22:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.372 s -0.393
2022-11-14 22:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.532
2022-11-14 22:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.245 s -0.425
2022-11-14 22:13 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.347 s 0.434
2022-11-14 22:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.801 s 0.163
2022-11-14 22:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s 0.189
2022-11-14 22:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.396 s -0.455
2022-11-14 22:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.418 s -1.016
2022-11-14 22:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.945 s -0.992
2022-11-14 22:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.400 s -0.158
2022-11-14 22:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.403 s -0.720
2022-11-14 22:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.373 s -0.572
2022-11-14 22:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.001 s 0.028
2022-11-14 22:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.492 s -0.325
2022-11-14 22:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.039 s -1.817
2022-11-14 22:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.306 s -0.192
2022-11-14 22:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.331 s -0.423
2022-11-14 22:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.496 s -0.208
2022-11-14 22:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.218 s 0.174
2022-11-14 22:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.652 s -0.385
2022-11-14 22:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.112 s -1.611
2022-11-14 22:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.241 s -0.860
2022-11-14 22:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.299 s -0.428
2022-11-14 22:29 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.579 s -0.034
2022-11-14 22:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.796 s 0.302
2022-11-14 22:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.271 s -0.477
2022-11-14 22:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.397 s 0.081
2022-11-14 22:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.536 s -0.294
2022-11-14 22:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.637 s 0.338
2022-11-14 22:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.447 s -0.277
2022-11-14 22:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.252 s -0.793
2022-11-14 22:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.339 s -0.638
2022-11-14 22:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.285 s -0.694
2022-11-14 22:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.490 s -0.676
2022-11-14 22:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.551 s -0.144
2022-11-14 22:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.525 s -0.281
2022-11-14 22:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.297 s -0.544
2022-11-14 22:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.483
2022-11-14 22:40 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.291 s 0.281
2022-11-14 22:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.247 s -0.164
2022-11-14 22:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.616 s -0.894
2022-11-14 22:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.843 s -1.503
2022-11-14 22:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.373 s -1.045
2022-11-14 22:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.325 s -0.913
2022-11-14 22:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.228 s -2.625
2022-11-14 22:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.807 s 1.367
2022-11-14 22:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.313 s -0.337
2022-11-14 23:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.147 s 0.309
2022-11-14 22:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.115 s 0.270
2022-11-14 22:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s -0.547
2022-11-14 23:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.441 s -0.438
2022-11-14 22:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.297
2022-11-14 23:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.314 s -0.797
2022-11-14 22:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.307 s -0.066
2022-11-14 22:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.511 s -1.315
2022-11-14 22:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s -0.043
2022-11-14 22:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s -0.336
2022-11-14 23:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.497 s -0.281
2022-11-14 22:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s -0.201
2022-11-14 22:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.754 s -0.343
2022-11-14 23:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.528 s -0.170
2022-11-14 22:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.381 s -0.374
2022-11-14 23:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.372 s 0.791
2022-11-14 22:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.499 s 0.065
2022-11-14 22:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.153
2022-11-14 23:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.555 s 0.277
2022-11-14 23:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.315 s -0.728
2022-11-14 23:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.361 s -0.441
2022-11-14 22:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.394 s 0.119
2022-11-14 22:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.719 s -0.610
2022-11-14 23:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.400 s -0.713
2022-11-14 23:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.542 s -0.841
2022-11-14 22:58 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.513 s -0.318
2022-11-14 23:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.179 s -1.216
2022-11-14 23:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.602 s -0.640
2022-11-14 23:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.663 s -0.076
2022-11-14 22:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.891 s -0.497
2022-11-14 23:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.040 s -0.173
2022-11-14 22:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s -0.379
2022-11-14 22:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.235
2022-11-14 23:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.832 s -0.517
2022-11-14 23:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.318 s -1.001
2022-11-14 22:55 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.914 s 0.244
2022-11-14 23:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.408 s -0.627
2022-11-14 23:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.243 s -0.737
2022-11-14 22:57 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.323 s -0.191
2022-11-14 22:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.353 s -0.586
2022-11-14 23:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.954 s -0.348
2022-11-14 23:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.311 s -0.682
2022-11-14 23:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.148
2022-11-14 23:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.365 s -1.491
2022-11-14 23:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.582 s 0.203
2022-11-14 23:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.354 s -0.729
2022-11-14 23:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.913 s -0.570
2022-11-14 23:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.619 s -0.870
2022-11-14 23:21 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.997 s 0.054
2022-11-14 23:21 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.515 s 0.337
2022-11-14 23:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.388 s 0.437
2022-11-14 23:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s -0.511
2022-11-14 23:31 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.817 s 0.077
2022-11-14 23:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.731 s -0.632
2022-11-14 23:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.107 s -1.285