Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 09:31 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.217 s
2022-11-23 09:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.461 s 0.805
2022-11-23 09:31 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.289 s 0.456
2022-11-23 09:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.349 s 0.603
2022-11-23 09:31 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.227 s 0.583
2022-11-23 09:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.788 s 0.578
2022-11-23 09:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.408 s -0.720
2022-11-23 09:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.329 s 0.630
2022-11-23 09:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.320 s 0.183
2022-11-23 09:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.390 s 0.540
2022-11-23 09:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.529 s 0.430
2022-11-23 09:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.329 s 0.267
2022-11-23 09:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.411 s 0.119
2022-11-23 09:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.403 s 0.134
2022-11-23 09:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.901 s 0.485
2022-11-23 09:53 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s -0.442
2022-11-23 09:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.317 s 0.709
2022-11-23 09:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.378 s 1.522
2022-11-23 09:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.260 s 0.387
2022-11-23 09:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.269 s 0.342
2022-11-23 09:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.362 s 0.492
2022-11-23 09:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.366 s 0.397
2022-11-23 09:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.772 s 0.368
2022-11-23 09:53 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.340 s 0.846
2022-11-23 09:52 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.298 s -0.262
2022-11-23 10:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.863 s -0.506
2022-11-23 09:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s -0.166
2022-11-23 09:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.297 s -0.128
2022-11-23 09:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.313 s -0.192
2022-11-23 09:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.260
2022-11-23 09:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.446 s 0.236
2022-11-23 09:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.258 s -0.252
2022-11-23 09:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.547 s 0.530
2022-11-23 10:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.383 s -0.072
2022-11-23 09:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.298 s 0.027
2022-11-23 10:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.308 s -0.048
2022-11-23 10:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.434 s -0.234
2022-11-23 10:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.383 s -0.012
2022-11-23 10:05 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.888 s 0.766
2022-11-23 10:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.119 s -0.100
2022-11-23 10:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.465 s -0.521
2022-11-23 10:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.379 s 0.287
2022-11-23 10:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.330 s 0.101
2022-11-23 10:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.334 s 0.266
2022-11-23 10:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.282
2022-11-23 10:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.424 s -0.124
2022-11-23 10:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.373 s -0.384
2022-11-23 10:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.262 s 0.057
2022-11-23 10:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s 0.098
2022-11-23 10:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.868 s 0.339
2022-11-23 10:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.416 s 0.101
2022-11-23 10:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.791 s 0.621
2022-11-23 10:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.615
2022-11-23 10:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.529 s -0.326
2022-11-23 10:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.303 s -0.014
2022-11-23 10:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.307 s -0.194
2022-11-23 10:17 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.071 s -0.061
2022-11-23 10:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.464 s 0.178
2022-11-23 10:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.996 s 0.405
2022-11-23 10:31 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.500 s -0.367
2022-11-23 10:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.408 s 0.215
2022-11-23 10:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.065 s 0.340
2022-11-23 10:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.499 s 0.020
2022-11-23 10:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.270 s 0.509
2022-11-23 10:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.371 s 0.302
2022-11-23 10:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.706 s -0.084
2022-11-23 10:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.512 s 0.086
2022-11-23 10:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.346 s -0.082
2022-11-23 10:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.042 s 0.067
2022-11-23 10:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.457 s 0.109
2022-11-23 10:18 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.617 s 0.373
2022-11-23 10:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.920 s 0.203
2022-11-23 10:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.090
2022-11-23 10:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.114 s 0.876
2022-11-23 10:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s -0.100
2022-11-23 10:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.324 s 0.283
2022-11-23 10:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.689 s 0.148
2022-11-23 10:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.087 s -0.015
2022-11-23 10:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.415 s 0.234
2022-11-23 10:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.174 s -0.276
2022-11-23 10:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s -0.304
2022-11-23 10:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.814 s -1.170
2022-11-23 10:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.545 s 0.395
2022-11-23 11:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.794 s 0.495
2022-11-23 10:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.389 s 0.674
2022-11-23 10:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.478 s 0.124
2022-11-23 10:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.395 s 0.181
2022-11-23 10:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.569 s 0.610
2022-11-23 10:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.313 s 0.045
2022-11-23 10:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.354 s -0.106
2022-11-23 10:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.091 s 1.847
2022-11-23 10:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s -0.424
2022-11-23 11:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s -0.225
2022-11-23 10:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s -0.004
2022-11-23 10:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.528 s 0.329
2022-11-23 10:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.395 s -0.470
2022-11-23 10:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.943 s 0.116
2022-11-23 10:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.650 s -0.198
2022-11-23 10:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.506 s 1.077
2022-11-23 10:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s -0.426
2022-11-23 10:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.848 s 0.382
2022-11-23 10:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.400 s 0.186
2022-11-23 10:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.294 s -0.001
2022-11-23 10:52 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.279 s 0.043
2022-11-23 11:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.091 s 0.818
2022-11-23 10:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.321 s 0.205
2022-11-23 11:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.396
2022-11-23 10:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.076 s 0.201
2022-11-23 10:52 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.245 s 0.311
2022-11-23 10:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.494 s 0.031
2022-11-23 10:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.277 s -0.403
2022-11-23 10:52 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.329 s 0.200
2022-11-23 10:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.367 s 0.063
2022-11-23 10:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.394 s 0.268
2022-11-23 10:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.625 s 0.510
2022-11-23 10:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.270 s 0.812
2022-11-23 11:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.734 s -0.784
2022-11-23 11:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.351 s -0.320
2022-11-23 10:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.247 s -0.330
2022-11-23 11:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.387 s -0.646
2022-11-23 11:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.279
2022-11-23 11:36 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.529 s -0.070
2022-11-23 10:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.563 s 0.578
2022-11-23 11:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.308 s -0.083
2022-11-23 11:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.387 s 0.340
2022-11-23 10:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.453 s -0.240
2022-11-23 11:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.886 s -0.280
2022-11-23 11:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.155 s 0.313
2022-11-23 11:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.375
2022-11-23 11:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.486 s 0.367
2022-11-23 11:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s -0.285
2022-11-23 11:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.912 s 0.386
2022-11-23 11:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.497 s 0.719
2022-11-23 11:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.357 s 0.175
2022-11-23 11:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.491 s 0.417
2022-11-23 11:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.050 s 0.297
2022-11-23 11:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.604 s -0.427
2022-11-23 11:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.840 s -0.587
2022-11-23 11:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.310 s -0.017
2022-11-23 11:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.152 s 0.113
2022-11-23 11:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s -0.271
2022-11-23 11:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.305
2022-11-23 11:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -0.836
2022-11-23 11:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.392 s 0.090
2022-11-23 11:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.494 s -0.219
2022-11-23 11:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.741 s 0.353
2022-11-23 11:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s -0.300
2022-11-23 11:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.306 s 0.175
2022-11-23 11:14 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.482 s -0.779
2022-11-23 11:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.356 s 0.552
2022-11-23 11:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.030 s 0.397
2022-11-23 11:28 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.305 s -0.114
2022-11-23 11:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.573 s -0.123
2022-11-23 11:28 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.699 s -0.226
2022-11-23 11:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.308 s -0.173
2022-11-23 11:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.405 s -0.299
2022-11-23 11:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.341 s 0.243
2022-11-23 11:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.533 s -0.187
2022-11-23 11:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.360 s -0.670
2022-11-23 11:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.908 s -0.211
2022-11-23 11:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.435 s -0.213
2022-11-23 11:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.474 s 0.744
2022-11-23 11:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.957 s -0.139
2022-11-23 11:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.819 s -0.043
2022-11-23 11:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.639 s -0.129
2022-11-23 11:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.048 s -0.455
2022-11-23 11:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.522 s 0.246
2022-11-23 11:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.266
2022-11-23 11:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.305 s 0.020
2022-11-23 11:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.399 s -0.784
2022-11-23 11:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.707 s 0.310
2022-11-23 11:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s -0.359
2022-11-23 11:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.344 s 0.063
2022-11-23 11:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.266 s -0.096
2022-11-23 11:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.088 s 0.186
2022-11-23 11:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.783 s 0.162