Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 15:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.014
2022-11-16 15:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s -0.060
2022-11-16 15:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.204 s -0.361
2022-11-16 15:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.544 s -0.475
2022-11-16 15:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.143
2022-11-16 15:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s -0.738
2022-11-16 15:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.313 s 0.405
2022-11-16 15:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.531 s -0.119
2022-11-16 15:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.869 s 0.820
2022-11-16 15:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.395
2022-11-16 15:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.332
2022-11-16 15:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.593
2022-11-16 15:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 0.997
2022-11-16 15:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.831 s 1.004
2022-11-16 15:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.324 s -1.114
2022-11-16 15:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.158 s 0.952
2022-11-16 15:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.159 s -0.981
2022-11-16 15:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.061
2022-11-16 15:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.475 s -0.520
2022-11-16 15:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s -1.120
2022-11-16 15:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -0.619
2022-11-16 15:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s -0.120
2022-11-16 15:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.373 s -0.087
2022-11-16 15:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.063 s -0.205
2022-11-16 15:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.674
2022-11-16 15:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.114
2022-11-16 15:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s -0.101
2022-11-16 15:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.351
2022-11-16 15:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s -0.087
2022-11-16 15:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.106
2022-11-16 15:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.754
2022-11-16 16:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.087
2022-11-16 16:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.152 s -1.190
2022-11-16 16:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.132 s -0.230
2022-11-16 16:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.766
2022-11-16 16:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.200
2022-11-16 15:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.269 s -0.350
2022-11-16 16:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s -1.542
2022-11-16 16:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.181
2022-11-16 16:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.201 s -0.452
2022-11-16 15:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -1.007
2022-11-16 16:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.183 s -1.458
2022-11-16 16:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.147
2022-11-16 16:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.033
2022-11-16 16:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.139
2022-11-16 16:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.220
2022-11-16 16:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.267 s 0.017
2022-11-16 16:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.119 s 0.111
2022-11-16 16:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 1.163
2022-11-16 16:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.468 s -1.541
2022-11-16 16:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -0.511
2022-11-16 16:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.242 s 0.041
2022-11-16 15:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -1.894
2022-11-16 15:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.060 s 1.106
2022-11-16 16:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.467 s -1.412
2022-11-16 16:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.795
2022-11-16 16:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s -0.100
2022-11-16 16:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s -0.517
2022-11-16 16:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.585
2022-11-16 16:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.421
2022-11-16 16:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.198 s -0.119
2022-11-16 16:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.384
2022-11-16 16:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.227 s -0.581
2022-11-16 16:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.468
2022-11-16 16:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.355 s -0.847
2022-11-16 16:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.167
2022-11-16 16:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.969 s -0.051
2022-11-16 16:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.207 s -0.499
2022-11-16 16:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.138 s -0.150
2022-11-16 16:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.969 s 0.071
2022-11-16 16:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.083 s 0.616
2022-11-16 16:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s -0.150
2022-11-16 16:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.534 s -1.075
2022-11-16 16:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.390 s 0.047
2022-11-16 16:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.505 s 0.017
2022-11-16 16:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.952 s -0.253
2022-11-16 16:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.744 s -0.082
2022-11-16 16:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s -0.083
2022-11-16 16:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.276 s -1.459
2022-11-16 16:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.145 s 1.245
2022-11-16 16:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.863 s -0.673
2022-11-16 16:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.813 s 0.141
2022-11-16 16:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.652 s 0.130
2022-11-16 16:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.151 s 0.119
2022-11-16 16:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.314 s 0.893
2022-11-16 16:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.762
2022-11-16 16:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.593
2022-11-16 16:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.147 s 0.899
2022-11-16 16:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 0.790
2022-11-16 16:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.112 s -0.015
2022-11-16 16:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.228
2022-11-16 16:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.572 s -1.124
2022-11-16 16:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.320 s -0.608
2022-11-16 16:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.433
2022-11-16 16:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.232 s -0.500
2022-11-16 16:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s -0.035
2022-11-16 16:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.327 s 0.214
2022-11-16 16:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.642
2022-11-16 16:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.357 s -3.556
2022-11-16 16:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.234 s -0.794
2022-11-16 16:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -0.841
2022-11-16 16:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.246
2022-11-16 16:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.375
2022-11-16 16:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.283 s -0.809
2022-11-16 16:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.077
2022-11-16 16:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.576
2022-11-16 16:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s -0.060
2022-11-16 16:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.181
2022-11-16 16:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.452
2022-11-16 16:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.570
2022-11-16 16:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.108
2022-11-16 16:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.150 s 0.362
2022-11-16 16:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.263 s 0.280
2022-11-16 16:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s -0.810
2022-11-16 16:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.972
2022-11-16 16:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.863 s 0.867
2022-11-16 16:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.183 s 0.039
2022-11-16 16:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.152 s -1.232
2022-11-16 16:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.369
2022-11-16 16:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.352
2022-11-16 16:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.187
2022-11-16 16:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.184 s -0.645
2022-11-16 16:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.957 s 0.606
2022-11-16 16:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.506 s 1.523
2022-11-16 16:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.186 s -1.097
2022-11-16 16:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.176 s -0.973
2022-11-16 16:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.496
2022-11-16 16:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.040
2022-11-16 16:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s -0.025
2022-11-16 16:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.706
2022-11-16 16:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.051 s -0.131
2022-11-16 16:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.129
2022-11-16 16:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.999 s 0.845
2022-11-16 16:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.143 s -0.133
2022-11-16 16:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.852 s -1.193
2022-11-16 16:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.250 s 0.126
2022-11-16 16:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s -0.194
2022-11-16 16:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s -0.132
2022-11-16 16:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s 0.049
2022-11-16 16:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.625 s 0.979
2022-11-16 16:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.325 s 1.770
2022-11-16 16:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.016 s -0.194
2022-11-16 16:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.541 s -0.596
2022-11-16 16:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.176
2022-11-16 16:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.451 s -0.782
2022-11-16 16:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.160 s -0.027
2022-11-16 16:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.187 s -0.580
2022-11-16 16:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 0.818
2022-11-16 16:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.040
2022-11-16 16:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s -0.028
2022-11-16 16:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.480 s -1.273
2022-11-16 16:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.494
2022-11-16 16:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.170 s -0.214
2022-11-16 16:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.635
2022-11-16 16:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.276 s 0.550
2022-11-16 16:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.989
2022-11-16 16:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.602 s -0.385
2022-11-16 16:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s 0.228
2022-11-16 16:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.460 s 0.084
2022-11-16 16:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.052
2022-11-16 16:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.390
2022-11-16 16:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.579 s -0.166
2022-11-16 16:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.108 s -2.147
2022-11-16 16:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s -0.553
2022-11-16 16:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.571 s 0.143
2022-11-16 16:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.834 s -0.939
2022-11-16 16:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.595 s 0.142
2022-11-16 16:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s -0.042
2022-11-16 16:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.779 s -0.146
2022-11-16 16:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s -1.230
2022-11-16 16:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.160 s 0.645
2022-11-16 16:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.599
2022-11-16 16:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.555
2022-11-16 16:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.383 s -0.377