Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-20 00:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.210 s -1.845
2023-01-20 00:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.205 s -2.663
2023-01-20 00:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.148 s -2.697
2023-01-20 00:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.327 s -3.242
2023-01-20 00:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.078 s -0.637
2023-01-20 00:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.275 s -1.724
2023-01-20 00:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.230 s -2.388
2023-01-20 00:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.245 s -2.670
2023-01-20 00:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.267 s -2.659
2023-01-20 00:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.335 s -2.009
2023-01-20 00:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.176 s -1.319
2023-01-20 00:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.288 s -4.945
2023-01-20 00:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.178 s -0.695
2023-01-20 00:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.152 s -2.658
2023-01-20 00:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.262 s -2.670
2023-01-20 00:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.959 s -2.885
2023-01-20 00:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.242 s -1.708
2023-01-20 00:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.189 s -2.492
2023-01-20 00:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.250 s -2.085
2023-01-20 00:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.161 s -2.213
2023-01-20 00:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.559 s -1.542
2023-01-20 00:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.256 s -2.573
2023-01-20 01:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.156 s -0.278
2023-01-20 01:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.121 s -1.965
2023-01-20 01:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.180 s -2.722
2023-01-20 00:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.168 s -2.669
2023-01-20 00:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.200 s -2.725
2023-01-20 00:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.271 s -2.277
2023-01-20 00:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.144 s -0.461
2023-01-20 00:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.077 s 0.038
2023-01-20 00:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.194 s -2.424
2023-01-20 00:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.604 s -1.096
2023-01-20 00:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.211 s -2.342
2023-01-20 00:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.819 s -1.491
2023-01-20 00:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.486 s -0.608
2023-01-20 00:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.180 s -2.172
2023-01-20 00:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.253 s -2.035
2023-01-20 01:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.118 s -2.235
2023-01-20 01:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.473 s -0.642
2023-01-20 01:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.210 s -2.229
2023-01-20 00:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s -2.124
2023-01-20 00:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.170 s -1.900
2023-01-20 01:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.825 s -1.026
2023-01-20 01:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.153 s -2.596
2023-01-20 01:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.540 s -0.833
2023-01-20 01:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.239 s -2.370
2023-01-20 01:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.278 s -0.979
2023-01-20 00:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.174 s -2.310
2023-01-20 01:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.277 s -2.104
2023-01-20 01:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.192 s -0.252
2023-01-20 01:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.467 s -0.100
2023-01-20 01:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.216 s -1.124
2023-01-20 01:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.403 s -1.000
2023-01-20 01:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.133 s -2.454
2023-01-20 01:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.653 s -1.542
2023-01-20 01:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.155 s -2.691
2023-01-20 01:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.289 s -2.342
2023-01-20 01:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.175 s -0.234
2023-01-20 01:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.672 s -2.545
2023-01-20 01:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.153 s -1.732
2023-01-20 01:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.186 s -1.068
2023-01-20 01:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.171 s -2.765
2023-01-20 01:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.302 s -0.950
2023-01-20 01:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.525 s -0.383
2023-01-20 01:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.406 s -0.811
2023-01-20 01:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.247 s -1.795
2023-01-20 01:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.321 s -2.249
2023-01-20 01:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.211 s -1.907
2023-01-20 01:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.445 s -1.043
2023-01-20 01:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.215 s -2.680
2023-01-20 01:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.198 s -2.560
2023-01-20 01:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.491 s -1.460
2023-01-20 01:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.035 s -1.187
2023-01-20 01:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.233 s -2.586
2023-01-20 01:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.529 s -1.041
2023-01-20 01:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.153 s -2.678
2023-01-20 01:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.369 s -1.365
2023-01-20 01:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.555 s -1.687
2023-01-20 01:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.969 s -1.650
2023-01-20 01:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.250 s -3.503
2023-01-20 01:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.213 s -2.545
2023-01-20 01:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.252 s -2.167
2023-01-20 01:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.460 s -2.079
2023-01-20 01:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.287 s -2.849
2023-01-20 01:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.625 s -0.800
2023-01-20 01:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.053 s 0.011
2023-01-20 01:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s -2.289
2023-01-20 01:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.553 s -3.673
2023-01-20 01:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.194 s -2.639
2023-01-20 01:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.253 s -2.792
2023-01-20 01:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.593 s -1.631
2023-01-20 01:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.155 s -2.652
2023-01-20 01:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.271 s -1.731
2023-01-20 01:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.728 s -0.629
2023-01-20 01:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.287 s -1.270
2023-01-20 01:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.293 s -2.514
2023-01-20 01:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.521 s -3.697
2023-01-20 01:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.309 s -2.423
2023-01-20 01:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.222 s -2.477
2023-01-20 01:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.190 s -2.249
2023-01-20 01:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.160 s -1.942
2023-01-20 01:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.299 s 0.406
2023-01-20 01:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.173 s -1.112
2023-01-20 01:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.319 s -0.970
2023-01-20 01:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.721 s -1.234
2023-01-20 01:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.246 s -2.345
2023-01-20 01:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.164 s -2.281
2023-01-20 01:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.874 s -3.314
2023-01-20 01:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.231 s -1.681
2023-01-20 01:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.200 s -2.114
2023-01-20 01:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.185 s -1.472
2023-01-20 01:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.487 s -1.239
2023-01-20 01:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.161 s -2.480
2023-01-20 01:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.259 s -1.071
2023-01-20 01:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.904 s -1.067
2023-01-20 01:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.123 s -1.115
2023-01-20 01:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.228 s -1.450
2023-01-20 01:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.102 s -0.819
2023-01-20 01:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.131 s -0.482
2023-01-20 01:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.292 s -2.558
2023-01-20 01:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.013 s -1.240
2023-01-20 01:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.159 s -2.841
2023-01-20 01:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.218 s -0.896
2023-01-20 01:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.547 s -1.060
2023-01-20 01:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.193 s -2.388
2023-01-20 01:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.793 s -1.095
2023-01-20 01:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.185 s -1.805
2023-01-20 01:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.214 s -2.424
2023-01-20 01:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.161 s -2.735
2023-01-20 01:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.162 s -1.069
2023-01-20 01:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.205 s -2.247
2023-01-20 01:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.180 s -2.611
2023-01-20 01:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.321 s 0.960
2023-01-20 01:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.313 s -2.617
2023-01-20 01:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.135 s -1.463
2023-01-20 01:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.273 s -2.827
2023-01-20 01:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.863 s -0.483
2023-01-20 01:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.141 s -1.988
2023-01-20 01:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.214 s -2.152
2023-01-20 01:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.156 s -2.648
2023-01-20 01:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.191 s -2.753
2023-01-20 01:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.208 s -1.015
2023-01-20 01:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.393 s -1.395
2023-01-20 01:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.331 s -3.176
2023-01-20 01:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.409 s -0.310
2023-01-20 01:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.175 s -2.113
2023-01-20 01:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.204 s -1.929
2023-01-20 01:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.198 s -2.613
2023-01-20 01:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.344 s -1.260
2023-01-20 01:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.154 s -2.623
2023-01-20 01:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.229 s -2.257
2023-01-20 01:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.143 s -0.349
2023-01-20 01:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.218 s -0.574
2023-01-20 01:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.027 s -2.222
2023-01-20 01:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.984 s -2.031
2023-01-20 01:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.253 s 0.052
2023-01-20 01:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s -3.343
2023-01-20 01:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.412 s 0.674
2023-01-20 01:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.239 s -2.516
2023-01-20 01:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.959 s -0.585
2023-01-20 01:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.241 s -2.668
2023-01-20 01:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.341 s -2.703
2023-01-20 01:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.518 s -2.291
2023-01-20 01:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.330 s -1.298
2023-01-20 01:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.598 s -1.242
2023-01-20 01:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.146 s -2.329
2023-01-20 01:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.267 s -2.147
2023-01-20 01:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.615 s -1.186
2023-01-20 01:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.616 s -2.029
2023-01-20 01:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.246 s -2.292
2023-01-20 01:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.291 s -2.391
2023-01-20 01:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.176 s -2.316
2023-01-20 01:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.142 s -2.647
2023-01-20 01:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.163 s -2.145