Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 17:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.346
2022-11-15 17:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.184
2022-11-15 17:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.178
2022-11-15 17:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s -0.086
2022-11-15 17:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s -0.238
2022-11-15 17:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.544 s -0.566
2022-11-15 17:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.892 s -0.146
2022-11-15 17:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 0.840
2022-11-15 17:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.535 s -0.390
2022-11-15 17:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.120
2022-11-15 17:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.835 s 0.339
2022-11-15 17:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.249
2022-11-15 17:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.164
2022-11-15 17:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.167 s -0.067
2022-11-15 17:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s -0.382
2022-11-15 17:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.320 s 0.247
2022-11-15 17:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.020
2022-11-15 17:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 1.250
2022-11-15 17:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.864
2022-11-15 18:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.446
2022-11-15 18:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.087
2022-11-15 18:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.272
2022-11-15 17:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 0.996
2022-11-15 18:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.099
2022-11-15 18:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.184 s -2.345
2022-11-15 17:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.324
2022-11-15 17:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.223
2022-11-15 18:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s -0.250
2022-11-15 18:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.518 s -2.281
2022-11-15 17:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.146 s -2.563
2022-11-15 18:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.954
2022-11-15 18:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.303 s -0.243
2022-11-15 17:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.311
2022-11-15 18:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.420
2022-11-15 18:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.664
2022-11-15 18:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.233 s 0.588
2022-11-15 18:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s 0.036
2022-11-15 17:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.276 s -1.900
2022-11-15 18:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.055
2022-11-15 18:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 0.945
2022-11-15 18:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.133 s 1.148
2022-11-15 18:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.162 s -1.866
2022-11-15 18:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.164 s 0.101
2022-11-15 17:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.557
2022-11-15 18:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.013 s -1.624
2022-11-15 17:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.367 s 0.603
2022-11-15 17:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.243 s 1.712
2022-11-15 18:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.324 s 0.253
2022-11-15 18:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.617 s -4.707
2022-11-15 18:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.547
2022-11-15 18:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.263 s 0.828
2022-11-15 18:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.170
2022-11-15 18:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.185
2022-11-15 18:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.317 s 0.570
2022-11-15 17:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s -0.118
2022-11-15 17:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.050 s 2.097
2022-11-15 17:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.816
2022-11-15 18:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.513 s -0.222
2022-11-15 18:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.144
2022-11-15 18:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s -0.853
2022-11-15 18:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s -0.872
2022-11-15 18:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.263 s -0.096
2022-11-15 18:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.653 s -0.063
2022-11-15 18:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.125
2022-11-15 18:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.508
2022-11-15 17:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 1.485
2022-11-15 17:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 0.659
2022-11-15 18:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.952 s -0.442
2022-11-15 18:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.387 s 0.274
2022-11-15 18:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.348
2022-11-15 18:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.115 s 0.146
2022-11-15 17:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.141 s 1.504
2022-11-15 17:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s -0.213
2022-11-15 17:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 1.085
2022-11-15 18:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.734
2022-11-15 18:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.703
2022-11-15 18:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.455 s 0.106
2022-11-15 18:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.340
2022-11-15 18:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.113
2022-11-15 17:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.227 s -0.261
2022-11-15 18:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.125
2022-11-15 18:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 1.197
2022-11-15 18:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.611
2022-11-15 18:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.270 s 0.780
2022-11-15 18:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 1.059
2022-11-15 18:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.265 s 0.044
2022-11-15 18:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.613
2022-11-15 18:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.820
2022-11-15 18:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.158 s 0.353
2022-11-15 18:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.367
2022-11-15 18:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.355
2022-11-15 18:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s -0.008
2022-11-15 18:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s 0.110
2022-11-15 18:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.133 s -0.521
2022-11-15 18:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.666 s 0.078
2022-11-15 18:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.150 s 0.137
2022-11-15 18:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.126 s -0.934
2022-11-15 18:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.683
2022-11-15 18:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.363
2022-11-15 18:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.367
2022-11-15 18:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.028
2022-11-15 18:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.861 s 1.377
2022-11-15 18:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s -0.022
2022-11-15 18:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.017 s -0.651
2022-11-15 18:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.518
2022-11-15 18:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.138 s -0.242
2022-11-15 18:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.936
2022-11-15 18:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.261
2022-11-15 18:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.100
2022-11-15 18:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.773 s 0.513
2022-11-15 18:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.075
2022-11-15 18:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.971 s -0.220
2022-11-15 18:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.161 s 1.121
2022-11-15 18:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -1.026
2022-11-15 18:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.280 s -1.150
2022-11-15 18:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.476
2022-11-15 18:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.233
2022-11-15 18:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.452 s -1.181
2022-11-15 18:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.145
2022-11-15 18:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.409
2022-11-15 18:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.419
2022-11-15 18:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.449
2022-11-15 18:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.476 s -0.588
2022-11-15 18:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.037 s 0.116
2022-11-15 18:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s -0.199
2022-11-15 18:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.589 s -1.031
2022-11-15 18:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.972 s -1.898
2022-11-15 18:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.160
2022-11-15 18:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.135 s -0.907
2022-11-15 18:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.601
2022-11-15 18:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.520 s 0.571
2022-11-15 18:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.105 s -0.505
2022-11-15 18:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.224
2022-11-15 18:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.511 s -0.098
2022-11-15 18:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 1.271
2022-11-15 18:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.469 s 0.093
2022-11-15 18:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.038 s -0.959
2022-11-15 18:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.590 s -1.562
2022-11-15 18:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.263 s -0.100
2022-11-15 18:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.315 s -1.142
2022-11-15 18:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.859 s -0.073
2022-11-15 18:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.217
2022-11-15 18:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.013
2022-11-15 18:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.834 s -0.917
2022-11-15 18:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.173 s 0.880
2022-11-15 18:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.875
2022-11-15 18:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.064
2022-11-15 18:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.288 s -3.451
2022-11-15 18:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.185
2022-11-15 18:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 1.158
2022-11-15 18:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.952
2022-11-15 18:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s -0.875
2022-11-15 18:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s -0.145
2022-11-15 18:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.224 s 0.418
2022-11-15 18:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.151 s 0.238
2022-11-15 18:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 10.182 s -2.476
2022-11-15 18:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.413
2022-11-15 18:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.393
2022-11-15 18:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.515
2022-11-15 18:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.574 s 0.102
2022-11-15 18:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.203 s -1.087
2022-11-15 18:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s -1.006
2022-11-15 18:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.094 s 0.226
2022-11-15 18:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.130 s 0.961
2022-11-15 18:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.616 s -1.675
2022-11-15 18:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 0.290
2022-11-15 18:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.382 s -0.933
2022-11-15 18:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.174 s -0.171
2022-11-15 18:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.213
2022-11-15 18:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.328
2022-11-15 18:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.370 s 0.231
2022-11-15 18:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.190 s -1.169
2022-11-15 18:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.440
2022-11-15 18:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 0.712