Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-16 12:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s -0.440
2023-01-16 12:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.208 s -1.415
2023-01-16 12:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.157 s -0.727
2023-01-16 12:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s -0.166
2023-01-16 12:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.554 s -2.028
2023-01-16 12:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.886 s 0.702
2023-01-16 12:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.312 s 1.116
2023-01-16 12:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.195 s -0.300
2023-01-16 12:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.202 s -1.410
2023-01-16 12:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.584 s -0.686
2023-01-16 12:34 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.234 s -0.190
2023-01-16 12:34 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.326 s -0.075
2023-01-16 12:34 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.244 s 0.721
2023-01-16 12:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.809 s -1.005
2023-01-16 12:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.256 s -0.294
2023-01-16 12:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.178 s -2.754
2023-01-16 12:35 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s 1.288
2023-01-16 12:35 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.168 s -0.007
2023-01-16 12:35 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.222 s -1.609
2023-01-16 12:35 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.263 s 0.650
2023-01-16 12:35 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.162 s -0.795
2023-01-16 12:35 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.480 s -0.481
2023-01-16 12:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.219 s 0.490
2023-01-16 12:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.084 s -1.359
2023-01-16 12:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.164 s 1.069
2023-01-16 12:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s 1.390
2023-01-16 12:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.139 s 0.993
2023-01-16 12:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.148 s -0.357
2023-01-16 12:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.175 s 0.040
2023-01-16 12:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.271 s 0.112
2023-01-16 12:38 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.224 s -1.310
2023-01-16 12:38 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -0.418
2023-01-16 12:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.208 s 1.796
2023-01-16 12:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.078 s -0.647
2023-01-16 12:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.521 s -0.799
2023-01-16 12:38 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.254 s -1.035
2023-01-16 12:38 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.187 s -0.222
2023-01-16 12:38 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.247 s -3.707
2023-01-16 12:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.148 s -0.971
2023-01-16 12:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.415
2023-01-16 12:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.117 s -1.153
2023-01-16 12:40 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.144 s -1.448
2023-01-16 12:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.149 s -1.067
2023-01-16 12:40 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.394 s -0.091
2023-01-16 12:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.113 s -0.085
2023-01-16 12:40 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s 0.722
2023-01-16 12:41 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.201 s 0.202
2023-01-16 12:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.468 s 0.501
2023-01-16 12:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.523 s -0.445
2023-01-16 12:41 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.206 s -1.092
2023-01-16 12:43 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.238 s -0.404
2023-01-16 12:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.240 s -1.012
2023-01-16 12:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.267 s 0.262
2023-01-16 12:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.222 s -2.776
2023-01-16 12:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.954 s 0.616
2023-01-16 12:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.540 s -1.230
2023-01-16 12:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.279 s -0.241
2023-01-16 12:43 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.232 s -0.440
2023-01-16 12:43 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.281 s -0.884
2023-01-16 12:43 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.270 s 0.186
2023-01-16 12:43 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.309 s -0.065
2023-01-16 12:43 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.581 s -1.431
2023-01-16 12:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s 0.276
2023-01-16 12:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.229 s 0.424
2023-01-16 12:44 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.188 s 1.194
2023-01-16 12:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.428 s -2.021
2023-01-16 12:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.205 s 0.129
2023-01-16 12:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.268 s 0.495
2023-01-16 12:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.301 s -0.858
2023-01-16 12:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.617 s -0.367
2023-01-16 12:46 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.178 s 0.032
2023-01-16 12:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.141 s -0.755
2023-01-16 12:46 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.183 s 0.163
2023-01-16 12:47 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.245 s -0.439
2023-01-16 12:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.040 s -0.014
2023-01-16 12:46 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.213 s -0.135
2023-01-16 12:47 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.534 s -0.091
2023-01-16 12:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.262 s 0.311
2023-01-16 12:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.016 s 0.525
2023-01-16 12:48 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.265 s 0.491
2023-01-16 12:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.327 s -0.715
2023-01-16 12:48 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s 0.476
2023-01-16 12:48 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.148 s -0.211
2023-01-16 12:48 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.164 s 0.305
2023-01-16 12:48 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.187 s -0.803
2023-01-16 12:48 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.525 s -2.084
2023-01-16 12:49 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.144 s 1.428
2023-01-16 12:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.769 s -2.908
2023-01-16 12:49 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.206 s -1.854
2023-01-16 12:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.183 s -0.077
2023-01-16 12:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.469 s -0.815
2023-01-16 12:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.225 s -0.591
2023-01-16 12:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.437 s -2.415
2023-01-16 12:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.282 s -0.937
2023-01-16 12:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.889 s -0.390
2023-01-16 12:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.250 s -0.432
2023-01-16 12:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.485 s -2.173
2023-01-16 12:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.198 s -1.263
2023-01-16 12:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.169 s -0.849
2023-01-16 12:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.359 s 0.538
2023-01-16 12:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.298 s -0.840
2023-01-16 12:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.095 s -1.865
2023-01-16 12:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.396 s -2.319
2023-01-16 12:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.178 s -0.448
2023-01-16 12:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.263 s -0.004
2023-01-16 12:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.129 s -0.957
2023-01-16 12:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.645 s -2.059
2023-01-16 12:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.155 s -0.760
2023-01-16 12:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.194 s -1.186
2023-01-16 12:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.200 s -1.101
2023-01-16 12:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.001 s -1.658
2023-01-16 12:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.757 s -3.081
2023-01-16 12:55 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.154 s -1.562
2023-01-16 12:55 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.148 s -0.436
2023-01-16 12:55 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.185 s -0.862
2023-01-16 12:55 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.209 s -1.092
2023-01-16 12:56 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.169 s 0.584
2023-01-16 12:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.452 s -0.259
2023-01-16 12:55 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.212 s -1.016
2023-01-16 12:55 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.476 s 0.032
2023-01-16 12:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 2.665
2023-01-16 12:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s -0.108
2023-01-16 12:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.154 s 0.129
2023-01-16 12:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.208 s 0.315
2023-01-16 12:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s -0.521
2023-01-16 12:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.119 s -2.603
2023-01-16 12:57 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.152 s -0.655
2023-01-16 12:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.156 s -0.438
2023-01-16 12:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.280 s 0.574
2023-01-16 12:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.159 s -0.803
2023-01-16 12:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.134 s -1.143
2023-01-16 12:57 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.195 s -0.049
2023-01-16 12:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.221 s -1.018
2023-01-16 12:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.254 s -1.477
2023-01-16 12:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.859 s -1.248
2023-01-16 12:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.138 s 0.011
2023-01-16 12:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.843 s -1.011
2023-01-16 13:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.149 s 0.351
2023-01-16 12:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s -0.317
2023-01-16 13:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.198 s 0.444
2023-01-16 13:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.534 s 0.225
2023-01-16 13:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.324 s 0.013
2023-01-16 13:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.967 s 0.390
2023-01-16 13:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.228 s -0.278
2023-01-16 13:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.187 s -0.973
2023-01-16 13:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.259 s -1.396
2023-01-16 13:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.220 s 1.582
2023-01-16 13:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.610 s -2.579
2023-01-16 13:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.963 s 0.654
2023-01-16 13:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.335 s -0.107
2023-01-16 13:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.186 s 0.134
2023-01-16 13:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.955 s -1.619
2023-01-16 13:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.235 s 0.310
2023-01-16 13:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.231 s -1.690
2023-01-16 13:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.179 s 0.348
2023-01-16 13:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.183 s -0.314
2023-01-16 13:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.300 s -0.144
2023-01-16 13:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.114 s -0.772
2023-01-16 13:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.778 s 1.333
2023-01-16 13:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.502 s -0.999
2023-01-16 13:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.277 s -1.078
2023-01-16 13:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.240 s -0.117
2023-01-16 13:06 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.321 s -0.171
2023-01-16 13:06 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.595 s 0.103
2023-01-16 13:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.206 s -1.799
2023-01-16 13:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.589 s -1.195
2023-01-16 13:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.172 s -2.084
2023-01-16 13:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s -0.768
2023-01-16 13:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.137 s -0.986
2023-01-16 13:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.140 s -0.318
2023-01-16 13:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.191 s -0.027
2023-01-16 13:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.431 s -1.771
2023-01-16 13:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.388 s -0.481
2023-01-16 13:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.324 s -0.689