Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 20:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.895
2022-11-15 20:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 1.076
2022-11-15 20:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.070 s -0.226
2022-11-15 20:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.301
2022-11-15 20:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.310
2022-11-15 20:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.524 s 0.078
2022-11-15 20:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 0.104
2022-11-15 20:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.787
2022-11-15 20:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 1.237
2022-11-15 20:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.290
2022-11-15 20:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.033
2022-11-15 20:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 0.513
2022-11-15 20:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 1.231
2022-11-15 20:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.255
2022-11-15 20:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.249
2022-11-15 20:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s -0.083
2022-11-15 20:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.128
2022-11-15 20:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.538 s 0.418
2022-11-15 20:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s -0.085
2022-11-15 20:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.165 s 0.231
2022-11-15 20:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.952 s -0.336
2022-11-15 20:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.228 s 0.393
2022-11-15 20:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s -0.293
2022-11-15 20:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s -0.223
2022-11-15 20:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.695
2022-11-15 20:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.314 s 0.200
2022-11-15 20:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.317 s 1.292
2022-11-15 20:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.325
2022-11-15 20:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.214 s 0.401
2022-11-15 20:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.105
2022-11-15 20:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.233 s -0.676
2022-11-15 20:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.171
2022-11-15 20:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.365 s 0.817
2022-11-15 20:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 1.198
2022-11-15 20:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.188 s 1.151
2022-11-15 20:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.326 s 0.191
2022-11-15 20:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.044 s 0.152
2022-11-15 20:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.198
2022-11-15 20:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.467 s -2.107
2022-11-15 20:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.650 s 0.360
2022-11-15 20:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 1.418
2022-11-15 20:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.197
2022-11-15 20:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.151
2022-11-15 20:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.504 s -0.164
2022-11-15 20:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.532 s -0.107
2022-11-15 20:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.565 s 0.504
2022-11-15 20:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.073
2022-11-15 20:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.864 s 0.917
2022-11-15 20:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.831 s 1.203
2022-11-15 20:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.939
2022-11-15 20:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.814 s 0.125
2022-11-15 20:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.127
2022-11-15 20:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.653
2022-11-15 20:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.293 s 1.584
2022-11-15 20:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s -0.238
2022-11-15 20:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.613
2022-11-15 20:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.359
2022-11-15 20:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.209
2022-11-15 20:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.136 s 0.067
2022-11-15 20:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.134 s 1.462
2022-11-15 20:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.563
2022-11-15 20:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.768
2022-11-15 20:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.105 s 0.034
2022-11-15 20:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.266 s 0.018
2022-11-15 20:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.131
2022-11-15 20:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.652
2022-11-15 20:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.224 s 0.944
2022-11-15 20:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.596
2022-11-15 20:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s -1.580
2022-11-15 20:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 0.154
2022-11-15 20:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s -0.049
2022-11-15 20:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.973 s -0.340
2022-11-15 20:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.133
2022-11-15 20:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.126 s 1.352
2022-11-15 20:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.150 s -1.203
2022-11-15 20:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 1.419
2022-11-15 20:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.238 s 0.144
2022-11-15 20:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.346
2022-11-15 20:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s -0.359
2022-11-15 20:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.270
2022-11-15 20:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.509 s 0.369
2022-11-15 20:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.157 s 2.324
2022-11-15 20:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.261 s 1.175
2022-11-15 20:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.183 s -1.237
2022-11-15 20:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.276
2022-11-15 20:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s 0.061
2022-11-15 20:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.460 s -0.539
2022-11-15 20:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.663 s 0.083
2022-11-15 20:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.323 s -0.144
2022-11-15 20:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.196 s 1.014
2022-11-15 20:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.151 s 0.040
2022-11-15 20:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.277
2022-11-15 20:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.462 s 0.433
2022-11-15 20:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.226
2022-11-15 20:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.272 s 0.176
2022-11-15 20:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.179
2022-11-15 20:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.123 s 1.518
2022-11-15 20:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.176 s -0.012
2022-11-15 20:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.860 s 2.085
2022-11-15 20:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.216 s 1.716
2022-11-15 20:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.324
2022-11-15 20:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.280 s 0.884
2022-11-15 20:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.015 s -0.418
2022-11-15 20:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.101
2022-11-15 20:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.069
2022-11-15 20:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.539
2022-11-15 21:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.557 s -0.760
2022-11-15 21:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s -0.285
2022-11-15 20:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.968 s 0.128
2022-11-15 20:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.533
2022-11-15 20:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.147 s -0.670
2022-11-15 20:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.167 s 1.043
2022-11-15 20:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.145 s 1.306
2022-11-15 20:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.099
2022-11-15 21:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.582 s -0.610
2022-11-15 20:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.165 s 0.571
2022-11-15 20:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s -0.013
2022-11-15 21:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.194
2022-11-15 21:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.984
2022-11-15 21:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.345
2022-11-15 20:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.445 s 1.377
2022-11-15 21:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.326
2022-11-15 21:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.191 s 1.544
2022-11-15 21:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.368
2022-11-15 21:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.378 s -0.205
2022-11-15 20:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.144 s 1.464
2022-11-15 21:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.868
2022-11-15 21:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.782 s -0.446
2022-11-15 20:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.562
2022-11-15 20:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.429
2022-11-15 21:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s -0.204
2022-11-15 21:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.266
2022-11-15 21:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.480 s -1.363
2022-11-15 21:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s 0.070
2022-11-15 20:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.504 s 0.130
2022-11-15 20:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.173 s 1.186
2022-11-15 21:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.098 s -0.219
2022-11-15 21:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.527
2022-11-15 20:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s -0.031
2022-11-15 21:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.967 s -1.128
2022-11-15 21:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.115 s 1.271
2022-11-15 20:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 1.115
2022-11-15 20:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.469 s 0.172
2022-11-15 20:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.074 s 1.131
2022-11-15 21:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.218 s 0.210
2022-11-15 21:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.074
2022-11-15 21:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s 0.104
2022-11-15 21:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.604 s -0.697
2022-11-15 20:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.659
2022-11-15 20:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.031 s 0.402
2022-11-15 21:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.537
2022-11-15 21:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.377
2022-11-15 21:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.153 s -0.084
2022-11-15 20:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.400
2022-11-15 21:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.311 s 0.126
2022-11-15 21:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.580 s 0.053
2022-11-15 21:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.153 s 0.938
2022-11-15 21:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 1.112
2022-11-15 20:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s -0.965
2022-11-15 21:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.981 s 1.105
2022-11-15 21:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s -0.224
2022-11-15 21:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.134 s 0.968
2022-11-15 21:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.758 s 1.094
2022-11-15 20:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.113
2022-11-15 21:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 0.822
2022-11-15 21:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.390
2022-11-15 21:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.820
2022-11-15 21:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.347 s 0.531
2022-11-15 21:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.519 s 0.885
2022-11-15 21:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.457
2022-11-15 21:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -0.752
2022-11-15 21:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.072
2022-11-15 21:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s -0.055
2022-11-15 21:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s 0.162