Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 08:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.199 s -1.234
2022-11-23 08:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.337
2022-11-23 08:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.037
2022-11-23 08:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s -0.597
2022-11-23 08:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.062
2022-11-23 08:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.060
2022-11-23 08:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.201
2022-11-23 08:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.180
2022-11-23 08:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.076
2022-11-23 08:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.147 s -0.154
2022-11-23 08:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.199 s -2.985
2022-11-23 08:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.833 s 0.382
2022-11-23 08:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.438
2022-11-23 08:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.461
2022-11-23 08:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.073
2022-11-23 08:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.322
2022-11-23 08:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -0.798
2022-11-23 08:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.811 s 0.285
2022-11-23 08:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.464 s 0.324
2022-11-23 08:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.229
2022-11-23 08:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.171 s -0.168
2022-11-23 08:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.473 s 0.017
2022-11-23 08:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.160 s 2.160
2022-11-23 08:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 0.754
2022-11-23 08:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.065 s 0.446
2022-11-23 08:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.497
2022-11-23 08:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.315
2022-11-23 08:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 1.161
2022-11-23 08:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.204
2022-11-23 08:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.112 s 0.171
2022-11-23 08:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 0.094
2022-11-23 08:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.440
2022-11-23 08:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.141
2022-11-23 08:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s -0.013
2022-11-23 08:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s -0.140
2022-11-23 08:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.202 s -1.901
2022-11-23 08:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.512 s 0.113
2022-11-23 08:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.441 s -3.856
2022-11-23 08:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s 0.229
2022-11-23 08:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.515
2022-11-23 08:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.324 s -1.039
2022-11-23 08:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.130 s 0.000
2022-11-23 08:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.511 s 1.134
2022-11-23 08:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.089 s -1.146
2022-11-23 08:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 1.181
2022-11-23 08:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.508 s 0.169
2022-11-23 08:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.097
2022-11-23 08:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.118 s 0.124
2022-11-23 08:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.563 s 1.749
2022-11-23 08:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.647 s 0.611
2022-11-23 08:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.889 s 0.015
2022-11-23 08:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.425
2022-11-23 08:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 1.249
2022-11-23 08:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.308 s 2.004
2022-11-23 08:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.107
2022-11-23 08:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.314 s 0.283
2022-11-23 08:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 1.068
2022-11-23 08:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.180 s 1.896
2022-11-23 08:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.167
2022-11-23 08:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s -0.311
2022-11-23 08:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.115 s -1.218
2022-11-23 08:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 1.524
2022-11-23 08:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s -0.332
2022-11-23 08:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.953 s -0.337
2022-11-23 08:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.343
2022-11-23 08:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.403
2022-11-23 08:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s -0.315
2022-11-23 08:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.403
2022-11-23 08:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.379 s -0.720
2022-11-23 08:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -0.465
2022-11-23 08:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.234 s 2.568
2022-11-23 08:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.469
2022-11-23 08:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.675
2022-11-23 08:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s -0.061
2022-11-23 08:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s -0.444
2022-11-23 08:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.968 s 0.251
2022-11-23 08:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.850
2022-11-23 08:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s -0.063
2022-11-23 08:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s -0.234
2022-11-23 08:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.159
2022-11-23 08:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s 0.052
2022-11-23 08:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s -0.500
2022-11-23 08:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.301
2022-11-23 08:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s -0.045
2022-11-23 08:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.621 s 0.181
2022-11-23 08:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s -0.652
2022-11-23 08:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.455 s 0.207
2022-11-23 08:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.200 s -1.861
2022-11-23 08:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.144 s -0.240
2022-11-23 08:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.889
2022-11-23 08:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.274 s -0.410
2022-11-23 08:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.156 s -0.408
2022-11-23 08:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s -0.037
2022-11-23 08:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.327 s -0.628
2022-11-23 08:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s -0.891
2022-11-23 08:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.283 s -0.737
2022-11-23 08:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.384 s -3.408
2022-11-23 08:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.627 s 0.387
2022-11-23 08:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s -0.203
2022-11-23 08:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.025 s -1.312
2022-11-23 08:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.034
2022-11-23 08:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.862 s 1.576
2022-11-23 08:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.000
2022-11-23 09:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.969 s 0.273
2022-11-23 08:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.148 s -0.512
2022-11-23 08:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.354 s -1.482
2022-11-23 08:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.170 s -1.171
2022-11-23 08:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 1.450
2022-11-23 09:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.532 s -0.301
2022-11-23 08:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.144 s 2.260
2022-11-23 08:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 1.132
2022-11-23 09:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.174 s -0.982
2022-11-23 09:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s -0.094
2022-11-23 09:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.728
2022-11-23 09:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.515
2022-11-23 09:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.822
2022-11-23 09:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s -0.285
2022-11-23 09:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.851 s 1.416
2022-11-23 09:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.332
2022-11-23 09:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.474 s -1.722
2022-11-23 09:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.117
2022-11-23 09:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.020 s 1.387
2022-11-23 09:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.663
2022-11-23 09:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 1.532
2022-11-23 09:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.715
2022-11-23 09:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.151 s -2.965
2022-11-23 09:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.046
2022-11-23 09:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.305
2022-11-23 09:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.147 s 0.650
2022-11-23 09:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.312
2022-11-23 09:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.845 s 1.579
2022-11-23 09:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.899
2022-11-23 09:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.577
2022-11-23 09:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.257 s -2.088
2022-11-23 09:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.148 s -1.819
2022-11-23 09:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.517 s 1.349
2022-11-23 09:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.351 s 0.881
2022-11-23 09:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s 0.655
2022-11-23 09:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s -0.695
2022-11-23 09:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.367
2022-11-23 09:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.180
2022-11-23 09:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.214 s 1.759
2022-11-23 09:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.564
2022-11-23 09:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.196 s -0.843
2022-11-23 09:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.329 s 0.527
2022-11-23 09:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.577 s 0.425
2022-11-23 09:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s 0.596
2022-11-23 09:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.480 s -1.148
2022-11-23 09:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.173 s -0.128
2022-11-23 09:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.750
2022-11-23 09:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.374 s 0.279
2022-11-23 09:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.121
2022-11-23 09:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.562
2022-11-23 09:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.159
2022-11-23 09:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s 0.243
2022-11-23 09:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.224 s 1.831
2022-11-23 09:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 1.168
2022-11-23 09:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 1.128
2022-11-23 09:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s 0.178
2022-11-23 09:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.003 s 0.252
2022-11-23 09:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.295 s 1.203
2022-11-23 09:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.098 s 0.070
2022-11-23 09:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s 1.133
2022-11-23 09:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.227 s -0.932
2022-11-23 09:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.955 s 1.105
2022-11-23 09:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.307
2022-11-23 09:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.931
2022-11-23 09:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.234 s -2.238
2022-11-23 09:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.609 s -0.690
2022-11-23 09:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.410
2022-11-23 09:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.821 s -0.469
2022-11-23 09:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.778 s 0.141
2022-11-23 09:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s -0.047
2022-11-23 09:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.579 s -0.892