Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-13 10:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.168 s -0.177
2023-01-13 10:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.232 s 1.683
2023-01-13 10:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s 0.514
2023-01-13 10:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.161 s 0.256
2023-01-13 10:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.212 s 0.790
2023-01-13 10:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.913 s -0.452
2023-01-13 10:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.546 s 0.075
2023-01-13 10:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.795 s 0.381
2023-01-13 10:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.256 s -0.331
2023-01-13 10:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -0.664
2023-01-13 10:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.113 s 0.223
2023-01-13 10:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.148 s -0.411
2023-01-13 10:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.270 s 0.566
2023-01-13 10:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.809 s 0.700
2023-01-13 10:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s 1.535
2023-01-13 10:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.192 s 0.440
2023-01-13 10:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.513 s 0.080
2023-01-13 10:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.092 s 0.810
2023-01-13 10:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.157 s -1.014
2023-01-13 10:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.201 s -0.373
2023-01-13 10:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.222 s 0.281
2023-01-13 10:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.206 s 0.038
2023-01-13 10:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.222 s -1.426
2023-01-13 10:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.165 s 0.419
2023-01-13 10:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.193 s 0.496
2023-01-13 10:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.476 s -0.136
2023-01-13 10:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.268 s -0.717
2023-01-13 10:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.149 s 0.224
2023-01-13 10:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.245 s -0.245
2023-01-13 10:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.175 s -0.341
2023-01-13 10:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.077 s -0.726
2023-01-13 10:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.251 s 0.827
2023-01-13 10:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.172 s 0.436
2023-01-13 10:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.108 s -2.640
2023-01-13 10:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s 0.127
2023-01-13 10:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.140 s -0.774
2023-01-13 10:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.311 s 1.473
2023-01-13 10:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.263 s 0.772
2023-01-13 10:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.243 s -1.236
2023-01-13 10:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.326 s -0.101
2023-01-13 10:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -1.200
2023-01-13 10:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.117 s -0.643
2023-01-13 10:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.154
2023-01-13 10:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.188 s -1.271
2023-01-13 10:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.207 s 2.049
2023-01-13 10:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.468 s 0.193
2023-01-13 10:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s 0.492
2023-01-13 10:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.200 s 0.811
2023-01-13 10:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.395 s -0.204
2023-01-13 10:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.508 s -0.170
2023-01-13 10:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.238 s 0.996
2023-01-13 10:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.947 s 1.896
2023-01-13 10:47 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.212 s -0.008
2023-01-13 10:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.232 s -0.148
2023-01-13 10:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.206 s -0.875
2023-01-13 10:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.534 s 0.113
2023-01-13 10:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.278 s 0.718
2023-01-13 10:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.120 s 0.360
2023-01-13 10:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.281 s -0.888
2023-01-13 10:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.241 s -1.031
2023-01-13 10:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.310 s -1.011
2023-01-13 10:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.189 s 0.108
2023-01-13 10:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.271 s -0.776
2023-01-13 10:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.572 s -0.379
2023-01-13 10:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.358 s -0.552
2023-01-13 10:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.649 s 2.195
2023-01-13 10:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.230 s 0.075
2023-01-13 10:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.205 s -0.015
2023-01-13 10:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.298 s 0.848
2023-01-13 10:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.271 s -0.164
2023-01-13 10:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s 1.144
2023-01-13 10:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.991 s -0.267
2023-01-13 10:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 1.224
2023-01-13 10:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.133 s 0.569
2023-01-13 10:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.177 s 0.588
2023-01-13 10:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.185 s 0.914
2023-01-13 10:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.261 s 0.891
2023-01-13 10:47 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.243 s 0.538
2023-01-13 10:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.533 s 0.041
2023-01-13 10:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.012 s -0.128
2023-01-13 10:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.199 s -4.396
2023-01-13 11:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.228 s -0.394
2023-01-13 10:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.015 s 0.752
2023-01-13 10:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.164 s -0.889
2023-01-13 10:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.203 s -1.281
2023-01-13 10:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.300 s -1.552
2023-01-13 10:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s -0.121
2023-01-13 11:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.463 s -0.580
2023-01-13 11:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.761 s 1.262
2023-01-13 10:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.149 s -0.790
2023-01-13 11:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.228 s 0.630
2023-01-13 11:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.594 s 0.095
2023-01-13 10:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.302 s -0.202
2023-01-13 10:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s -0.289
2023-01-13 10:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.358 s 0.377
2023-01-13 11:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.776 s 1.222
2023-01-13 10:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.184 s -0.834
2023-01-13 10:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.175 s 0.520
2023-01-13 10:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.513 s 0.409
2023-01-13 10:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.276 s 0.699
2023-01-13 10:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.333 s -0.882
2023-01-13 10:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.128 s 0.001
2023-01-13 11:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.968 s -0.006
2023-01-13 10:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.467 s 0.663
2023-01-13 10:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.154 s 0.149
2023-01-13 11:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.235 s 0.215
2023-01-13 10:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.145 s -0.218
2023-01-13 10:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.036 s 0.983
2023-01-13 10:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.264 s -1.356
2023-01-13 11:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.096 s 0.469
2023-01-13 10:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.647 s 0.699
2023-01-13 10:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.153 s -1.500
2023-01-13 11:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s 0.259
2023-01-13 11:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s -0.916
2023-01-13 10:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.888 s -0.630
2023-01-13 10:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.156 s -1.229
2023-01-13 11:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.255 s 1.282
2023-01-13 11:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.193 s -1.439
2023-01-13 10:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.160 s 0.510
2023-01-13 10:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.169 s 1.170
2023-01-13 10:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.168 s -0.870
2023-01-13 10:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.077 s -1.262
2023-01-13 11:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 0.767
2023-01-13 11:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.301 s -1.228
2023-01-13 11:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.181 s -0.963
2023-01-13 10:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.192 s -0.386
2023-01-13 10:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.478 s 0.887
2023-01-13 11:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.157 s 0.116
2023-01-13 10:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.264 s 0.623
2023-01-13 10:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.461 s 0.251
2023-01-13 10:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.181 s -0.229
2023-01-13 10:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.477 s -0.298
2023-01-13 10:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.289 s -4.523
2023-01-13 11:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.197 s 1.063
2023-01-13 11:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.540 s -0.766
2023-01-13 11:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.583 s -0.490
2023-01-13 10:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.180 s -1.526
2023-01-13 10:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.211 s 0.081
2023-01-13 10:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.647
2023-01-13 10:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.853 s 0.204
2023-01-13 11:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.186 s 0.137
2023-01-13 10:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.024 s -4.891
2023-01-13 10:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.210 s -1.962
2023-01-13 10:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.872
2023-01-13 10:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.087 s 0.780
2023-01-13 11:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 8.951 s 1.814
2023-01-13 11:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.334 s -0.056
2023-01-13 10:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.224 s -0.619
2023-01-13 10:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.603
2023-01-13 10:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.296 s -1.453
2023-01-13 11:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.150 s -0.607
2023-01-13 11:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.323 s 0.452
2023-01-13 11:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.985 s -0.517
2023-01-13 11:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.186 s -0.637
2023-01-13 11:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.498 s -0.651
2023-01-13 10:55 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.148 s -1.335
2023-01-13 10:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.219 s 0.831
2023-01-13 11:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.184 s -1.529
2023-01-13 11:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.274 s 0.009
2023-01-13 10:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.154 s -0.712
2023-01-13 10:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s -0.211
2023-01-13 11:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.577 s -0.363
2023-01-13 10:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.135 s 1.438
2023-01-13 10:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.151 s 0.151
2023-01-13 10:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.151 s 0.955
2023-01-13 11:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.181 s -1.725
2023-01-13 10:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.281 s -0.226
2023-01-13 11:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.095 s 0.483
2023-01-13 11:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.134 s 2.027
2023-01-13 11:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.140 s -0.642
2023-01-13 11:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.323 s -0.208
2023-01-13 11:06 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.321 s -0.252
2023-01-13 11:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.406 s -1.303
2023-01-13 11:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.386 s 0.278