Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 14:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.186 s -0.058
2022-11-09 14:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.151 s 0.623
2022-11-09 14:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.143 s -0.375
2022-11-09 14:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.866 s 0.970
2022-11-09 14:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s 0.222
2022-11-09 14:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.834 s 0.521
2022-11-09 14:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.171 s -0.066
2022-11-09 14:07 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.165 s -0.026
2022-11-09 14:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.202
2022-11-09 14:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.365
2022-11-09 14:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.365 s 0.689
2022-11-09 14:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.151 s 0.134
2022-11-09 14:04 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.232 s 0.108
2022-11-09 14:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s 0.429
2022-11-09 14:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.514 s -0.019
2022-11-09 14:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.324 s 0.056
2022-11-09 14:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.106
2022-11-09 14:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s 0.391
2022-11-09 14:07 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s 0.364
2022-11-09 14:07 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.494
2022-11-09 14:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.211 s 0.968
2022-11-09 14:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.379
2022-11-09 14:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.252
2022-11-09 14:07 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.480
2022-11-09 14:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.467 s -0.033
2022-11-09 14:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.552
2022-11-09 14:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.130 s 0.477
2022-11-09 14:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s 0.223
2022-11-09 14:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.271 s 0.598
2022-11-09 14:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.040 s -0.005
2022-11-09 14:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.217 s 0.462
2022-11-09 14:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s 0.126
2022-11-09 14:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.482 s -0.723
2022-11-09 14:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s 0.228
2022-11-09 14:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.514 s 0.178
2022-11-09 14:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.154
2022-11-09 14:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.489
2022-11-09 14:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.559
2022-11-09 14:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.094 s 0.160
2022-11-09 14:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.391 s -0.098
2022-11-09 14:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 0.505
2022-11-09 14:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.311 s 0.551
2022-11-09 14:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s -0.056
2022-11-09 14:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.452
2022-11-09 14:05 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.156 s 0.593
2022-11-09 14:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s 0.153
2022-11-09 14:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 0.591
2022-11-09 14:07 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.611
2022-11-09 14:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 0.513
2022-11-09 14:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.813 s 0.519
2022-11-09 14:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.272
2022-11-09 14:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.067 s 0.295
2022-11-09 14:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.182
2022-11-09 14:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.355 s -0.882
2022-11-09 14:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.979 s -0.731
2022-11-09 14:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 0.385
2022-11-09 14:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.669 s 0.084
2022-11-09 14:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.324 s -0.040
2022-11-09 14:08 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.527
2022-11-09 14:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.570 s 0.115
2022-11-09 14:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.535
2022-11-09 14:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.127 s 0.167
2022-11-09 14:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.442
2022-11-09 14:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.280 s 0.435
2022-11-09 14:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.498 s 0.241
2022-11-09 14:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 0.181
2022-11-09 14:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s 0.386
2022-11-09 14:13 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s 0.293
2022-11-09 14:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.522
2022-11-09 14:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.270 s 0.684
2022-11-09 14:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.198
2022-11-09 14:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.527 s -1.433
2022-11-09 14:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.233 s 0.387
2022-11-09 14:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.521
2022-11-09 14:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.015 s -0.221
2022-11-09 14:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.331
2022-11-09 14:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.463
2022-11-09 14:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.464
2022-11-09 14:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.088 s 0.495
2022-11-09 14:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s 0.334
2022-11-09 14:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.452 s 0.602
2022-11-09 14:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s 0.012
2022-11-09 14:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s 0.119
2022-11-09 14:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.263
2022-11-09 14:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.031
2022-11-09 14:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.363
2022-11-09 14:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.710 s -0.767
2022-11-09 14:13 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.405
2022-11-09 14:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.566
2022-11-09 14:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.415
2022-11-09 14:18 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s 0.079
2022-11-09 14:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s 0.076
2022-11-09 14:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.971 s -0.167
2022-11-09 14:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.504
2022-11-09 14:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.946 s 0.501
2022-11-09 14:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.226 s 0.414
2022-11-09 14:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.494
2022-11-09 14:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.361
2022-11-09 14:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.447
2022-11-09 14:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.646 s 0.675
2022-11-09 14:18 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.371 s -2.507
2022-11-09 14:18 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s 0.270
2022-11-09 14:19 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.289
2022-11-09 14:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.120 s 0.967
2022-11-09 14:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s -0.010
2022-11-09 14:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.334
2022-11-09 14:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s 0.331
2022-11-09 14:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 0.178
2022-11-09 14:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.140 s 0.053
2022-11-09 14:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.512
2022-11-09 14:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.606 s 0.448
2022-11-09 14:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.356
2022-11-09 14:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.021
2022-11-09 14:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.228 s 0.022
2022-11-09 14:19 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.292
2022-11-09 14:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.131 s 2.024
2022-11-09 14:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.184
2022-11-09 14:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s 0.019
2022-11-09 14:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.863 s -0.146
2022-11-09 14:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.066 s -0.895
2022-11-09 14:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.965 s -1.084
2022-11-09 14:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.106 s -0.641
2022-11-09 14:36 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s 0.252
2022-11-09 14:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.472 s 0.362
2022-11-09 14:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s 0.164
2022-11-09 14:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 0.603
2022-11-09 14:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.519 s -0.720
2022-11-09 14:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.271 s 0.450
2022-11-09 14:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s 0.185
2022-11-09 14:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.538
2022-11-09 14:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.385
2022-11-09 14:18 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.133 s 0.907
2022-11-09 14:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s 0.245
2022-11-09 14:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.176 s -0.580
2022-11-09 14:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.688
2022-11-09 14:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.452 s -0.202
2022-11-09 14:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.342
2022-11-09 14:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.184
2022-11-09 14:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.214 s 0.329
2022-11-09 14:31 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.652
2022-11-09 14:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.868 s 0.230
2022-11-09 14:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.353 s -0.189
2022-11-09 14:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.005
2022-11-09 14:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s 0.190
2022-11-09 14:29 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.442
2022-11-09 14:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.574 s 0.054
2022-11-09 14:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.776 s 0.234
2022-11-09 14:38 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.137 s 0.245
2022-11-09 14:38 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s 0.078
2022-11-09 14:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s 0.035
2022-11-09 14:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.093 s 1.789
2022-11-09 14:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.774 s 0.521
2022-11-09 14:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.159 s -0.988
2022-11-09 14:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.518 s 0.702
2022-11-09 14:31 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.443 s 0.221
2022-11-09 14:31 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.640
2022-11-09 14:37 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.135 s 0.018
2022-11-09 14:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.486
2022-11-09 14:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.193 s 0.357
2022-11-09 14:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.997 s 0.645
2022-11-09 14:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.314
2022-11-09 14:36 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.574 s 0.158
2022-11-09 14:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.539
2022-11-09 14:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s -0.619
2022-11-09 14:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s -0.625
2022-11-09 14:38 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 0.415
2022-11-09 14:38 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s 0.337
2022-11-09 14:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s 0.411
2022-11-09 14:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.260 s 0.486
2022-11-09 14:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.593 s 0.296
2022-11-09 14:38 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 0.672
2022-11-09 14:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.163 s 0.477
2022-11-09 14:38 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.373 s 0.005
2022-11-09 14:38 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.417