Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 10:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.424
2022-11-09 10:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.608
2022-11-09 10:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.037
2022-11-09 10:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.201 s 0.426
2022-11-09 10:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.116
2022-11-09 10:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.535 s 0.789
2022-11-09 10:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.060
2022-11-09 10:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.905 s -0.460
2022-11-09 10:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.831 s 0.709
2022-11-09 10:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.141 s 0.741
2022-11-09 10:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.455
2022-11-09 10:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.547 s 0.043
2022-11-09 10:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.433
2022-11-09 10:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s 0.302
2022-11-09 10:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.368
2022-11-09 10:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s 0.506
2022-11-09 10:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s 0.326
2022-11-09 10:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.165 s 0.349
2022-11-09 10:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.271 s 0.703
2022-11-09 10:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.403
2022-11-09 10:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.594
2022-11-09 10:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s 0.392
2022-11-09 10:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.476 s -0.011
2022-11-09 10:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.361 s 0.956
2022-11-09 10:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.574
2022-11-09 10:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.041 s -0.059
2022-11-09 10:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.542
2022-11-09 10:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.244 s 0.664
2022-11-09 10:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.550
2022-11-09 10:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.538
2022-11-09 10:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.513
2022-11-09 10:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.178 s 0.517
2022-11-09 10:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.465
2022-11-09 10:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.206 s 1.308
2022-11-09 10:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.057 s 1.205
2022-11-09 10:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.464
2022-11-09 10:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.572
2022-11-09 10:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.621
2022-11-09 10:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.508 s 0.575
2022-11-09 10:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.808 s 0.887
2022-11-09 10:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.113 s -0.330
2022-11-09 10:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.164 s 0.391
2022-11-09 10:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.400
2022-11-09 10:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 0.272
2022-11-09 10:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.384
2022-11-09 10:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.088
2022-11-09 10:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.381
2022-11-09 10:52 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.463 s 0.567
2022-11-09 10:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.509 s -0.933
2022-11-09 10:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.276
2022-11-09 10:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.534
2022-11-09 10:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.411
2022-11-09 10:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.530 s 0.445
2022-11-09 10:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.501
2022-11-09 10:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.944 s 0.632
2022-11-09 10:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.522
2022-11-09 10:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.121 s 0.088
2022-11-09 10:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s 0.394
2022-11-09 10:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 0.600
2022-11-09 10:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.450
2022-11-09 10:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 0.600
2022-11-09 10:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.575 s 0.021
2022-11-09 10:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.576
2022-11-09 10:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.639
2022-11-09 10:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.126 s 0.780
2022-11-09 10:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.644 s 0.814
2022-11-09 10:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.348 s -0.621
2022-11-09 10:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.610 s 0.308
2022-11-09 10:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s 0.517
2022-11-09 10:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.227 s 0.390
2022-11-09 10:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s 0.370
2022-11-09 10:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.965 s -0.324
2022-11-09 10:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.374
2022-11-09 10:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s 0.519
2022-11-09 10:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s 0.526
2022-11-09 10:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.212 s 0.234
2022-11-09 10:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.340
2022-11-09 10:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.332
2022-11-09 10:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.130 s 1.130
2022-11-09 10:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s 0.489
2022-11-09 10:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.286 s -0.158
2022-11-09 10:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.484
2022-11-09 10:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s 0.334
2022-11-09 10:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.218 s 0.601
2022-11-09 10:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.657
2022-11-09 10:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.508 s 0.707
2022-11-09 10:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.449 s 0.945
2022-11-09 11:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.461 s 0.669
2022-11-09 11:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.300
2022-11-09 11:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.629 s 0.165
2022-11-09 11:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.344
2022-11-09 11:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.456
2022-11-09 11:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.272 s 0.427
2022-11-09 11:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.144 s 0.980
2022-11-09 11:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.147 s 0.213
2022-11-09 11:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.330 s -0.669
2022-11-09 11:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.273
2022-11-09 11:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.412
2022-11-09 11:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.499 s 0.224
2022-11-09 11:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.423
2022-11-09 11:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.637
2022-11-09 11:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.108 s 1.232
2022-11-09 11:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.546
2022-11-09 11:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.868 s 0.323
2022-11-09 11:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.639
2022-11-09 11:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.283 s 0.143
2022-11-09 11:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.992 s 1.451
2022-11-09 11:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.093 s 2.088
2022-11-09 11:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s 0.159
2022-11-09 11:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.380
2022-11-09 11:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.963 s 0.722
2022-11-09 11:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.168 s 0.262
2022-11-09 11:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.431
2022-11-09 11:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.469 s 0.339
2022-11-09 11:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.457
2022-11-09 11:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.143 s 0.487
2022-11-09 11:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.199
2022-11-09 11:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.608
2022-11-09 11:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.448
2022-11-09 11:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s 0.289
2022-11-09 11:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s 0.416
2022-11-09 11:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.348
2022-11-09 11:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.957 s -0.051
2022-11-09 11:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.529
2022-11-09 11:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 0.209
2022-11-09 11:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 0.492
2022-11-09 11:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s 0.187
2022-11-09 11:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.046 s -0.310
2022-11-09 11:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.349
2022-11-09 11:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.242 s 0.360
2022-11-09 11:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.085 s 0.637
2022-11-09 11:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.190 s 0.441
2022-11-09 11:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.145 s 0.620
2022-11-09 11:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.161 s -0.256
2022-11-09 11:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.213 s 0.434
2022-11-09 11:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.354 s 0.462
2022-11-09 11:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.525
2022-11-09 11:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.577 s -0.205
2022-11-09 11:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.622
2022-11-09 11:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.733
2022-11-09 11:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.723
2022-11-09 11:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.197 s -0.610
2022-11-09 11:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s 0.340
2022-11-09 11:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.472
2022-11-09 11:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.448 s 0.401
2022-11-09 11:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.459
2022-11-09 11:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.438
2022-11-09 11:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s 0.414
2022-11-09 11:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s 0.463
2022-11-09 11:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s 0.233
2022-11-09 11:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.093 s 0.476
2022-11-09 11:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.993 s 0.784
2022-11-09 11:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.566
2022-11-09 11:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.468 s 0.619
2022-11-09 11:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.150 s 0.952
2022-11-09 11:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s 0.146
2022-11-09 11:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.655
2022-11-09 11:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.380 s 0.747
2022-11-09 11:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.739
2022-11-09 11:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.164
2022-11-09 11:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.591
2022-11-09 11:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.528
2022-11-09 11:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.172 s -1.376
2022-11-09 11:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.386
2022-11-09 11:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s 0.484
2022-11-09 11:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.260 s 0.571
2022-11-09 11:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.830 s -1.058
2022-11-09 11:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.331
2022-11-09 11:16 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.771 s 0.771
2022-11-09 11:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.585 s 0.660
2022-11-09 11:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s 0.416
2022-11-09 11:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.461
2022-11-09 11:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 0.736
2022-11-09 11:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.380 s -0.366