Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 15:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.772 s 0.611
2022-11-09 15:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.151 s -0.732
2022-11-09 14:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.140
2022-11-09 14:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.589 s -3.183
2022-11-09 14:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.171 s -0.089
2022-11-09 14:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.271 s 0.590
2022-11-09 14:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s -0.067
2022-11-09 14:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.912 s -0.774
2022-11-09 14:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.323
2022-11-09 14:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s 0.186
2022-11-09 14:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.218 s 0.086
2022-11-09 14:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.387
2022-11-09 14:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.225
2022-11-09 14:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s -0.037
2022-11-09 14:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.164
2022-11-09 14:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.451
2022-11-09 14:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s 0.188
2022-11-09 14:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.550
2022-11-09 14:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.210 s 1.005
2022-11-09 14:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.543 s -0.368
2022-11-09 14:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.238
2022-11-09 14:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s 0.310
2022-11-09 14:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s 0.390
2022-11-09 14:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 0.655
2022-11-09 15:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s 0.021
2022-11-09 15:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.481
2022-11-09 14:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.319 s 0.445
2022-11-09 14:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.360 s 0.983
2022-11-09 15:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.112
2022-11-09 15:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.462 s 0.624
2022-11-09 15:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.367
2022-11-09 14:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.372
2022-11-09 14:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.244 s 0.575
2022-11-09 14:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.514
2022-11-09 14:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.835 s 0.470
2022-11-09 14:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.064 s 0.574
2022-11-09 14:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.547
2022-11-09 14:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.307
2022-11-09 14:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.183 s 0.402
2022-11-09 15:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.090 s 0.263
2022-11-09 15:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.943 s 0.675
2022-11-09 15:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.127 s 0.077
2022-11-09 14:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.439
2022-11-09 14:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.556
2022-11-09 14:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.221 s 0.197
2022-11-09 15:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.504 s -0.616
2022-11-09 14:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.070 s -0.785
2022-11-09 14:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 0.530
2022-11-09 15:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.227
2022-11-09 15:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.361
2022-11-09 15:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s 0.212
2022-11-09 15:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.433
2022-11-09 15:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.272 s 0.522
2022-11-09 14:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.511 s 0.338
2022-11-09 15:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.098
2022-11-09 15:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.187
2022-11-09 15:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.534 s 0.064
2022-11-09 14:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.563
2022-11-09 15:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.209
2022-11-09 15:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 0.538
2022-11-09 15:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 0.527
2022-11-09 15:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.488
2022-11-09 15:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s 0.271
2022-11-09 15:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s 0.171
2022-11-09 15:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s 0.447
2022-11-09 15:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.648 s 0.577
2022-11-09 15:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.293 s 0.602
2022-11-09 15:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.366 s -1.254
2022-11-09 15:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s 0.411
2022-11-09 15:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s 0.346
2022-11-09 15:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.300
2022-11-09 15:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.610 s 0.214
2022-11-09 15:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.527
2022-11-09 15:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.127 s 0.660
2022-11-09 15:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.954 s 0.004
2022-11-09 15:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.340
2022-11-09 15:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 0.365
2022-11-09 15:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.239 s 0.388
2022-11-09 15:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.359
2022-11-09 15:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 0.613
2022-11-09 15:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.288 s -0.108
2022-11-09 15:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.138 s 0.496
2022-11-09 15:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.222 s -0.089
2022-11-09 15:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s 0.259
2022-11-09 15:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 0.619
2022-11-09 15:09 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.130
2022-11-09 15:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.372
2022-11-09 15:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.460 s -0.130
2022-11-09 15:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.167 s -1.101
2022-11-09 15:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.263 s 0.269
2022-11-09 15:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s 0.296
2022-11-09 15:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.295
2022-11-09 15:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.191 s -0.433
2022-11-09 15:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.626 s 0.749
2022-11-09 15:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.320
2022-11-09 15:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.662 s 0.098
2022-11-09 15:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s 0.104
2022-11-09 15:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.556 s -1.313
2022-11-09 15:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.143 s 0.383
2022-11-09 15:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s 0.198
2022-11-09 15:09 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.271 s 0.456
2022-11-09 15:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.519
2022-11-09 15:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.131 s 0.194
2022-11-09 15:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.253
2022-11-09 15:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.167 s 0.561
2022-11-09 15:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s 0.056
2022-11-09 15:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.151 s 0.669
2022-11-09 15:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.131 s -1.230
2022-11-09 15:17 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.352
2022-11-09 15:17 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.282
2022-11-09 15:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s 0.371
2022-11-09 15:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.119
2022-11-09 15:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.972 s -0.338
2022-11-09 15:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s 0.031
2022-11-09 15:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.324 s -0.119
2022-11-09 15:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.586
2022-11-09 15:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.457
2022-11-09 15:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.465
2022-11-09 15:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.473 s -0.128
2022-11-09 15:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.172
2022-11-09 15:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.230
2022-11-09 15:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s 0.117
2022-11-09 15:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.164 s 0.571
2022-11-09 15:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.340
2022-11-09 15:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.265
2022-11-09 15:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.589
2022-11-09 15:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.243 s 0.118
2022-11-09 15:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.850 s 0.191
2022-11-09 15:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.868 s 0.243
2022-11-09 15:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.008 s 0.233
2022-11-09 15:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s 0.364
2022-11-09 15:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s 0.640
2022-11-09 15:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.727
2022-11-09 15:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.579 s -0.367
2022-11-09 15:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.215
2022-11-09 15:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.039 s -0.058
2022-11-09 15:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.296
2022-11-09 15:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.345 s 0.516
2022-11-09 15:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.186
2022-11-09 15:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.011
2022-11-09 15:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.145
2022-11-09 15:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.209 s 0.575
2022-11-09 15:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.337
2022-11-09 15:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.283
2022-11-09 15:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.519 s 0.630
2022-11-09 15:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.010 s 0.235
2022-11-09 15:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s 0.216
2022-11-09 15:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.201 s -0.704
2022-11-09 15:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.970 s -1.758
2022-11-09 15:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.833 s -1.130
2022-11-09 15:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.576 s -0.836
2022-11-09 15:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.628
2022-11-09 15:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.485
2022-11-09 15:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -0.940
2022-11-09 15:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.258
2022-11-09 15:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s 0.347
2022-11-09 15:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.409
2022-11-09 15:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s -0.015
2022-11-09 15:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.356
2022-11-09 15:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.098 s 0.009
2022-11-09 15:25 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s 0.293
2022-11-09 15:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 0.233
2022-11-09 15:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.593 s 0.267
2022-11-09 15:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.470 s 0.468
2022-11-09 15:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.572 s 0.169
2022-11-09 15:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s 0.325
2022-11-09 15:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.157 s 0.660
2022-11-09 15:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.522
2022-11-09 15:27 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.122
2022-11-09 15:27 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.181
2022-11-09 15:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.137 s 0.154
2022-11-09 15:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.385 s -0.660
2022-11-09 15:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s 0.336
2022-11-09 15:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.379 s 0.443