Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 01:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.861 s 1.096
2022-11-10 01:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.312
2022-11-10 01:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.140
2022-11-10 01:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.022
2022-11-10 01:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s -0.411
2022-11-10 01:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.317 s -0.509
2022-11-10 01:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s -0.282
2022-11-10 01:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.532 s -0.629
2022-11-10 01:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.338
2022-11-10 01:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s -0.226
2022-11-10 01:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.384
2022-11-10 01:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.379
2022-11-10 01:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.232 s -0.297
2022-11-10 01:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.243 s -0.238
2022-11-10 01:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.177 s -0.856
2022-11-10 01:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s 0.067
2022-11-10 01:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.828 s 1.077
2022-11-10 01:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.434
2022-11-10 01:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.159 s 0.155
2022-11-10 01:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.494
2022-11-10 01:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.135
2022-11-10 01:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.045 s -0.164
2022-11-10 01:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.065
2022-11-10 01:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.248 s -0.280
2022-11-10 01:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.389 s -1.984
2022-11-10 01:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.070 s -0.076
2022-11-10 01:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.450
2022-11-10 01:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s 0.089
2022-11-10 01:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 0.423
2022-11-10 01:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.329
2022-11-10 01:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.235 s 0.499
2022-11-10 01:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 0.493
2022-11-10 01:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.237 s -1.237
2022-11-10 01:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.515 s -0.204
2022-11-10 01:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.486
2022-11-10 01:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.453
2022-11-10 01:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.222 s -0.278
2022-11-10 02:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.101 s -0.074
2022-11-10 02:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.503 s -0.478
2022-11-10 02:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.278 s -0.326
2022-11-10 02:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.610 s -0.025
2022-11-10 01:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.128
2022-11-10 02:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.385
2022-11-10 02:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.454
2022-11-10 02:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.456 s 0.048
2022-11-10 02:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.316 s 0.720
2022-11-10 02:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.814 s 0.299
2022-11-10 02:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.643 s 0.131
2022-11-10 02:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.180 s 0.352
2022-11-10 02:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s -0.256
2022-11-10 02:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.249 s -1.446
2022-11-10 02:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.037
2022-11-10 02:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.133
2022-11-10 02:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.627
2022-11-10 02:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.391 s -0.178
2022-11-10 02:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.074
2022-11-10 02:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.265 s 0.068
2022-11-10 02:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s -0.004
2022-11-10 02:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.006
2022-11-10 02:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.648 s 0.462
2022-11-10 02:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.114 s 0.997
2022-11-10 02:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.339
2022-11-10 02:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.117 s 0.145
2022-11-10 02:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.493
2022-11-10 02:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.078
2022-11-10 02:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.335
2022-11-10 02:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.081 s 0.630
2022-11-10 02:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.643 s -1.406
2022-11-10 02:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.105 s -0.893
2022-11-10 02:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.378
2022-11-10 02:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.035
2022-11-10 02:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.265
2022-11-10 02:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.865 s 0.494
2022-11-10 02:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s 0.181
2022-11-10 02:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.438
2022-11-10 02:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s 0.329
2022-11-10 02:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.098
2022-11-10 02:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.462 s 0.787
2022-11-10 02:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.956 s -0.638
2022-11-10 02:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.229
2022-11-10 02:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.510 s 0.301
2022-11-10 02:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.143
2022-11-10 02:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.197 s 0.152
2022-11-10 02:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.259
2022-11-10 02:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.491
2022-11-10 02:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.267 s -0.158
2022-11-10 02:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.959 s -0.191
2022-11-10 02:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.033
2022-11-10 02:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.273 s 0.366
2022-11-10 02:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.017
2022-11-10 02:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.348 s -0.761
2022-11-10 02:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.131
2022-11-10 02:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.123 s 0.700
2022-11-10 02:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.631 s -0.113
2022-11-10 02:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s -0.013
2022-11-10 02:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.769
2022-11-10 02:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.151
2022-11-10 02:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.853 s 0.741
2022-11-10 02:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 0.609
2022-11-10 02:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.214
2022-11-10 02:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.145 s -0.358
2022-11-10 02:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 0.559
2022-11-10 02:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.672
2022-11-10 02:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.067
2022-11-10 02:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.832 s -1.007
2022-11-10 02:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s -0.189
2022-11-10 02:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.258 s 1.093
2022-11-10 02:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s -0.695
2022-11-10 02:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.768
2022-11-10 02:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -0.360
2022-11-10 02:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.092
2022-11-10 02:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.191 s -1.113
2022-11-10 02:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.126 s 0.773
2022-11-10 02:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.217 s 0.718
2022-11-10 02:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.590 s -1.836
2022-11-10 02:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.241
2022-11-10 02:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.016
2022-11-10 02:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.169 s -0.152
2022-11-10 02:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.596
2022-11-10 02:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.145 s 0.636
2022-11-10 02:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.164 s 0.075
2022-11-10 02:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.093
2022-11-10 02:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.174
2022-11-10 02:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.015 s -0.421
2022-11-10 02:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.154 s -0.315
2022-11-10 02:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.144
2022-11-10 02:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.207 s -0.818
2022-11-10 02:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.070
2022-11-10 02:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.971 s -0.690
2022-11-10 02:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.208
2022-11-10 02:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.095 s 1.305
2022-11-10 02:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s -0.222
2022-11-10 02:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.164 s -1.261
2022-11-10 02:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.223
2022-11-10 02:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.333
2022-11-10 02:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.148 s 1.023
2022-11-10 02:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.058
2022-11-10 02:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.133 s 0.548
2022-11-10 02:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.051
2022-11-10 02:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s -0.096
2022-11-10 02:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.533 s -0.701
2022-11-10 02:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.380
2022-11-10 02:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.342
2022-11-10 02:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s -0.499
2022-11-10 02:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.069
2022-11-10 02:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.577 s 0.091
2022-11-10 02:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.263
2022-11-10 02:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.305
2022-11-10 02:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.055 s -0.539
2022-11-10 02:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.536
2022-11-10 02:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.047
2022-11-10 02:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.414
2022-11-10 02:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.844 s 0.857
2022-11-10 02:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.113
2022-11-10 02:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s 0.124
2022-11-10 02:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.336
2022-11-10 02:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.107
2022-11-10 02:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.591 s 0.183
2022-11-10 02:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.123 s 0.203
2022-11-10 02:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -0.501
2022-11-10 02:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.530 s -0.678
2022-11-10 02:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.010 s 0.169
2022-11-10 02:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.777 s 0.077
2022-11-10 02:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.259 s 0.559
2022-11-10 02:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s -0.579
2022-11-10 02:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.610
2022-11-10 02:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.960 s -0.352
2022-11-10 02:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.399
2022-11-10 02:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.385 s -0.836
2022-11-10 02:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.183 s -0.711
2022-11-10 02:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.470 s 0.370
2022-11-10 02:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s 0.066
2022-11-10 02:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.155 s -0.211
2022-11-10 02:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.382 s -0.295