Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 22:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.894 s 0.273
2023-01-17 22:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.197 s -1.892
2023-01-17 22:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.204 s -2.521
2023-01-17 22:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.158 s -1.358
2023-01-17 22:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.175 s -0.277
2023-01-17 22:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.809 s -0.954
2023-01-17 22:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.208 s -1.784
2023-01-17 22:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.236 s -1.591
2023-01-17 22:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.164 s -2.201
2023-01-17 22:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.170 s -1.465
2023-01-17 22:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.195 s -2.311
2023-01-17 22:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s -4.665
2023-01-17 22:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s -0.075
2023-01-17 22:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.314 s 0.201
2023-01-17 22:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.249 s -2.779
2023-01-17 22:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.257 s -0.568
2023-01-17 22:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.556 s -1.621
2023-01-17 22:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.591 s -0.636
2023-01-17 22:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.329 s -1.733
2023-01-17 22:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.168 s -1.078
2023-01-17 22:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.265 s -0.765
2023-01-17 22:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.486 s -1.065
2023-01-17 22:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.233 s -0.664
2023-01-17 22:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.074 s -0.752
2023-01-17 22:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.141 s -0.118
2023-01-17 22:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.168 s -2.183
2023-01-17 22:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.147 s 0.683
2023-01-17 22:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.251 s -2.384
2023-01-17 22:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.177 s -1.337
2023-01-17 22:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.272 s -0.691
2023-01-17 22:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.070 s 0.482
2023-01-17 22:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.241 s -0.936
2023-01-17 22:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.243 s -0.169
2023-01-17 22:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -0.114
2023-01-17 22:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.224 s -1.800
2023-01-17 22:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.526 s -0.936
2023-01-17 22:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.254 s -0.699
2023-01-17 22:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.188 s -0.915
2023-01-17 23:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.115 s -1.629
2023-01-17 23:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.195 s -1.843
2023-01-17 23:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.118 s -0.905
2023-01-17 23:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.169 s -1.627
2023-01-17 23:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.147
2023-01-17 23:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.821 s -0.748
2023-01-17 23:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.145 s -2.095
2023-01-17 23:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.394 s -0.023
2023-01-17 23:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.203 s -1.797
2023-01-17 23:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.545 s -1.284
2023-01-17 23:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.470 s 0.455
2023-01-17 23:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.524 s -0.409
2023-01-17 23:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.243 s -3.374
2023-01-17 23:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.206 s -0.702
2023-01-17 23:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.280 s -0.328
2023-01-17 23:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.270 s -1.657
2023-01-17 23:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.282 s -1.133
2023-01-17 23:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.192 s -1.036
2023-01-17 23:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.963 s -1.244
2023-01-17 23:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.239 s -0.290
2023-01-17 23:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.585 s -1.262
2023-01-17 23:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.235 s -1.593
2023-01-17 23:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.313 s -1.766
2023-01-17 23:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.274 s -1.951
2023-01-17 23:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.656 s -0.431
2023-01-17 23:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.207 s -1.208
2023-01-17 23:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.301 s -0.058
2023-01-17 23:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.274 s -0.459
2023-01-17 23:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.191 s -1.041
2023-01-17 23:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.428 s -1.593
2023-01-17 23:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.230 s 0.137
2023-01-17 23:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.613 s 0.631
2023-01-17 23:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.245 s -0.339
2023-01-17 23:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.139 s 0.078
2023-01-17 23:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.184 s 0.129
2023-01-17 23:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.051 s -0.011
2023-01-17 23:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.180 s -0.290
2023-01-17 23:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.215 s -1.507
2023-01-17 23:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.266 s -2.615
2023-01-17 23:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.533 s 0.428
2023-01-17 23:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.030 s -0.807
2023-01-17 23:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.384 s -2.174
2023-01-17 23:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.228 s -2.147
2023-01-17 23:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.523 s -0.710
2023-01-17 23:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.188 s -1.319
2023-01-17 23:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.149 s -0.765
2023-01-17 23:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.166 s -1.400
2023-01-17 23:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.475 s -1.618
2023-01-17 23:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.285 s -1.554
2023-01-17 23:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.185 s -1.603
2023-01-17 23:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.267 s -0.809
2023-01-17 23:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.205 s -0.768
2023-01-17 23:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.735 s -1.230
2023-01-17 23:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.146 s -0.596
2023-01-17 23:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.193 s -0.468
2023-01-17 23:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.486 s -1.382
2023-01-17 23:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.436 s -1.262
2023-01-17 23:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.129 s -0.875
2023-01-17 23:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.648 s -1.490
2023-01-17 23:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.303 s -0.700
2023-01-17 23:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.172 s -1.160
2023-01-17 23:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.228 s -1.283
2023-01-17 23:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.299 s -0.571
2023-01-17 23:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.895 s -0.497
2023-01-17 23:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.196 s -2.185
2023-01-17 23:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.182 s -2.335
2023-01-17 23:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.110 s -1.250
2023-01-17 23:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.287 s -0.566
2023-01-17 23:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.266 s -1.242
2023-01-17 23:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.368 s -2.011
2023-01-17 23:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.156 s -1.467
2023-01-17 23:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.638 s -0.676
2023-01-17 23:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.006 s -1.263
2023-01-17 23:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.182 s -0.263
2023-01-17 23:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.148 s -0.852
2023-01-17 23:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.222 s -1.559
2023-01-17 23:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.154 s -1.562
2023-01-17 23:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.212 s -0.061
2023-01-17 23:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.484 s -0.967
2023-01-17 23:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.210 s -1.620
2023-01-17 23:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.138 s -1.418
2023-01-17 23:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.170 s -0.137
2023-01-17 23:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.853 s 0.904
2023-01-17 23:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.109 s -1.499
2023-01-17 23:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.156 s 0.046
2023-01-17 23:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s -0.727
2023-01-17 23:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.453 s -0.549
2023-01-17 23:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.210 s -2.279
2023-01-17 23:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.163 s -1.472
2023-01-17 23:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.153 s -0.806
2023-01-17 23:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.197 s -0.907
2023-01-17 23:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.132 s -0.691
2023-01-17 23:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.284 s -1.221
2023-01-17 23:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.157 s -1.497
2023-01-17 23:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.222 s -0.944
2023-01-17 23:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.226 s 0.356
2023-01-17 23:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.175 s -2.544
2023-01-17 23:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.853 s 0.931
2023-01-17 23:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.151 s -0.488
2023-01-17 23:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s -0.989
2023-01-17 23:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.383 s 0.654
2023-01-17 23:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.138 s 0.060
2023-01-17 23:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.532 s 0.687
2023-01-17 23:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.199 s -0.534
2023-01-17 23:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.992 s -0.442
2023-01-17 23:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.610 s -1.425
2023-01-17 23:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.622 s -1.727
2023-01-17 23:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.231 s -2.007
2023-01-17 23:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.189 s -1.989
2023-01-17 23:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.260 s -1.250
2023-01-17 23:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.336 s -0.196
2023-01-17 23:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.984 s -1.649
2023-01-17 23:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.303 s -2.264
2023-01-17 23:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.182 s -1.896
2023-01-17 23:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.187 s -2.919
2023-01-17 23:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 15.007 s -1.518
2023-01-17 23:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.233 s -2.736
2023-01-17 23:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.300 s 0.549
2023-01-17 23:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.236 s -0.204
2023-01-17 23:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.118 s -0.754
2023-01-17 23:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.787 s -1.020
2023-01-17 23:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.323 s -0.735
2023-01-17 23:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.583 s -0.413
2023-01-17 23:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.277 s -0.173
2023-01-17 23:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.278 s -1.395
2023-01-17 23:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.502 s -0.781
2023-01-17 23:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.169 s 0.295
2023-01-17 23:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.606 s -2.017
2023-01-17 23:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.140 s -0.530
2023-01-17 23:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.137 s -1.159
2023-01-17 23:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.171 s -0.769
2023-01-17 23:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.159 s -1.102
2023-01-17 23:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.192 s -0.004
2023-01-17 23:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.388 s 0.129
2023-01-17 23:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.325 s -1.092
2023-01-17 23:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.438 s -1.590