Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 11:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.296 s 0.020
2022-11-09 11:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.359 s 0.038
2022-11-09 11:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.218 s 0.479
2022-11-09 11:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.227 s 0.456
2022-11-09 11:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.331 s 0.479
2022-11-09 11:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.818 s 0.252
2022-11-09 11:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.478 s -1.194
2022-11-09 11:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.430 s -1.272
2022-11-09 11:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.528 s 0.344
2022-11-09 11:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.325 s 0.104
2022-11-09 11:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.266 s 0.463
2022-11-09 11:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.368 s 0.240
2022-11-09 12:03 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.299 s 0.251
2022-11-09 11:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.326 s 0.343
2022-11-09 11:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.411 s 0.057
2022-11-09 11:14 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.317 s 0.281
2022-11-09 11:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.400 s 0.376
2022-11-09 11:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.628 s 0.311
2022-11-09 11:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.904 s 0.311
2022-11-09 11:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.371 s 0.100
2022-11-09 11:14 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.392 s 0.201
2022-11-09 11:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s 0.290
2022-11-09 11:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.283
2022-11-09 11:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.306 s -0.206
2022-11-09 11:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.501 s -1.766
2022-11-09 11:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.867 s -1.759
2022-11-09 11:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.574 s 0.640
2022-11-09 11:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.317 s -0.353
2022-11-09 11:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.239 s 0.208
2022-11-09 11:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.335 s 0.176
2022-11-09 11:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.301 s -0.380
2022-11-09 11:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.269 s -0.507
2022-11-09 11:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.296 s 0.310
2022-11-09 11:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.305
2022-11-09 11:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.569 s -0.079
2022-11-09 11:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.387 s -0.153
2022-11-09 11:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.438 s -0.143
2022-11-09 11:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.314
2022-11-09 11:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.925 s -1.317
2022-11-09 11:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.927 s -0.790
2022-11-09 11:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.278 s -1.104
2022-11-09 11:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.465 s -2.884
2022-11-09 11:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s -0.794
2022-11-09 11:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.403
2022-11-09 11:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.320 s -0.803
2022-11-09 11:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.249
2022-11-09 11:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.789 s -1.022
2022-11-09 11:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.960 s -1.759
2022-11-09 11:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.416 s -0.283
2022-11-09 11:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.467 s -0.380
2022-11-09 11:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.325 s 0.274
2022-11-09 11:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.331 s 0.252
2022-11-09 11:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.616 s -2.492
2022-11-09 11:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.013 s -1.713
2022-11-09 11:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.797 s 0.332
2022-11-09 11:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.500 s -0.852
2022-11-09 11:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.419 s 0.335
2022-11-09 11:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.525 s -0.265
2022-11-09 11:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.479 s -0.349
2022-11-09 11:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.872 s -1.108
2022-11-09 11:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.367 s 0.417
2022-11-09 11:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.414 s 0.201
2022-11-09 11:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.072 s 0.117
2022-11-09 11:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.374 s 0.426
2022-11-09 12:03 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.428 s -0.443
2022-11-09 11:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.461 s 0.042
2022-11-09 12:02 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.733 s -1.164
2022-11-09 12:03 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.372 s -0.205
2022-11-09 12:04 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.393 s -0.006
2022-11-09 11:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.340 s 0.364
2022-11-09 11:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.329 s -1.441
2022-11-09 11:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.402 s -0.108
2022-11-09 12:04 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.951 s -1.889
2022-11-09 11:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.098 s -1.772
2022-11-09 11:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.311 s 0.298
2022-11-09 11:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.526 s 0.166
2022-11-09 12:03 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.297 s 0.005
2022-11-09 12:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.292 s -0.680
2022-11-09 12:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.083 s -0.409
2022-11-09 12:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.583 s -0.654
2022-11-09 12:02 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.366 s -0.160
2022-11-09 12:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.361 s 0.229
2022-11-09 12:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.521 s -1.593
2022-11-09 12:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.554 s -1.098
2022-11-09 12:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.369 s -2.066
2022-11-09 12:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.175 s -0.229
2022-11-09 12:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.245 s 0.213
2022-11-09 12:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.331 s -0.303
2022-11-09 12:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.269 s 0.441
2022-11-09 12:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.420 s -0.635
2022-11-09 12:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.077 s 0.538
2022-11-09 12:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.306 s -0.726
2022-11-09 12:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.390 s 0.453
2022-11-09 12:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.700 s -0.512
2022-11-09 12:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.331 s -0.570
2022-11-09 12:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.392 s 0.330
2022-11-09 12:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.802 s -0.191
2022-11-09 12:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.167 s -1.664
2022-11-09 12:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.241 s -0.133
2022-11-09 12:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.644 s 0.563
2022-11-09 12:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.343 s -0.751
2022-11-09 12:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.526 s -0.078
2022-11-09 12:28 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.291 s 0.309
2022-11-09 12:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.646 s -0.236
2022-11-09 12:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.175 s -0.237
2022-11-09 12:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.462 s -1.357
2022-11-09 12:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.554 s -0.007
2022-11-09 12:31 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.243 s 0.229
2022-11-09 12:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.195
2022-11-09 12:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.534 s -1.901
2022-11-09 12:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.322 s -0.410
2022-11-09 12:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s -0.057
2022-11-09 12:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.278 s 0.029
2022-11-09 12:30 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.526 s 0.849
2022-11-09 12:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.349 s -0.658
2022-11-09 12:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.242 s 0.090
2022-11-09 12:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.393 s 0.350
2022-11-09 12:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.671 s -3.134
2022-11-09 12:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.100
2022-11-09 12:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.316 s 0.074
2022-11-09 12:31 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.374 s -0.715
2022-11-09 12:31 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.290 s 0.180
2022-11-09 12:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.917 s -1.516
2022-11-09 12:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.314 s -0.629
2022-11-09 12:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.499 s -0.021
2022-11-09 12:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.808 s 0.925
2022-11-09 12:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.201
2022-11-09 12:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.394 s -0.898
2022-11-09 12:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.536 s -1.203
2022-11-09 12:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.318 s -0.499
2022-11-09 12:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.258 s -0.195
2022-11-09 12:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s -0.124
2022-11-09 12:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.361 s -0.808
2022-11-09 12:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.111 s 0.823
2022-11-09 12:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.039 s -1.846
2022-11-09 12:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.768 s -2.657
2022-11-09 12:44 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.917 s -0.184
2022-11-09 12:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.996 s -1.205
2022-11-09 12:46 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s -0.236
2022-11-09 12:46 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.258 s -0.178
2022-11-09 12:47 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.503 s 0.286
2022-11-09 12:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.816 s -1.533
2022-11-09 12:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.399 s -0.078
2022-11-09 12:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.629 s -1.754
2022-11-09 12:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.151 s -0.830
2022-11-09 12:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.305 s -0.849
2022-11-09 12:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.399 s -1.351
2022-11-09 12:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.488 s -0.348
2022-11-09 12:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.154 s -0.154
2022-11-09 12:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.040 s -0.446
2022-11-09 13:01 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.567 s -1.593
2022-11-09 13:00 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.572 s 1.205
2022-11-09 13:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.407 s -0.533
2022-11-09 12:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.671 s -0.124
2022-11-09 13:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.905 s 0.108
2022-11-09 13:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.313 s -0.594
2022-11-09 13:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.305 s 0.098
2022-11-09 13:01 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.356 s -0.002
2022-11-09 13:02 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.335 s 0.170
2022-11-09 13:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.434 s 0.093
2022-11-09 13:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.811 s -1.566
2022-11-09 13:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.539 s -0.371
2022-11-09 13:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.813 s 0.273
2022-11-09 13:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.978 s -0.748
2022-11-09 13:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.523 s 0.278
2022-11-09 13:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.113 s -1.601
2022-11-09 13:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.235 s 0.092
2022-11-09 13:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.631 s -0.083
2022-11-09 13:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.060 s 0.522
2022-11-09 13:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.313 s -0.651
2022-11-09 13:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.364 s -1.239
2022-11-09 13:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.759 s -0.202
2022-11-09 13:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.228 s 0.141
2022-11-09 13:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.827 s -2.465
2022-11-09 13:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.262 s 0.246
2022-11-09 13:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.391 s 0.117