Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 15:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.511
2022-11-09 14:12 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.638 s -0.457
2022-11-09 14:11 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.688 s -0.289
2022-11-09 14:14 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 12.324 s -0.977
2022-11-09 14:17 Python dataframe-to-table type_floats 0.010 s 1.851
2022-11-09 14:13 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.150 s -2.022
2022-11-09 14:17 Python dataframe-to-table type_dict 0.011 s -0.172
2022-11-09 14:17 Python dataframe-to-table type_integers 0.010 s -0.928
2022-11-09 14:13 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.424 s 0.115
2022-11-09 14:11 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.247 s 0.130
2022-11-09 14:15 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 12.165 s -0.530
2022-11-09 14:13 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.637 s -0.574
2022-11-09 14:16 Python dataframe-to-table chi_traffic_2020_Q1 20.243 s 0.560
2022-11-09 14:17 Python dataframe-to-table type_strings 0.449 s -0.186
2022-11-09 14:35 Python dataset-read async=True, nyctaxi_multi_ipc_s3 206.331 s 1.900
2022-11-09 14:36 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.113 s 0.519
2022-11-09 14:37 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.485 s -0.261
2022-11-09 14:17 Python dataframe-to-table type_nested 2.804 s 1.299
2022-11-09 14:36 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.052 s 0.141
2022-11-09 14:36 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.154 s 0.238
2022-11-09 14:36 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.603 s -0.292
2022-11-09 14:17 Python dataset-filter nyctaxi_2010-01 0.991 s 0.324
2022-11-09 14:21 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 74.263 s 1.068
2022-11-09 14:25 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.841 s 0.224
2022-11-09 14:37 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.581 s -0.051
2022-11-09 14:40 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.231 s 2.768
2022-11-09 14:42 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.031 s -0.218
2022-11-09 14:36 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.199 s -0.151
2022-11-09 14:36 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.299 s -0.064
2022-11-09 14:38 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.394 s -1.108
2022-11-09 14:43 Python file-write lz4, feather, table, fanniemae_2016Q4 1.550 s 0.843
2022-11-09 14:35 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.397 s -0.566
2022-11-09 14:37 Python file-read lz4, feather, table, fanniemae_2016Q4 0.835 s -1.474
2022-11-09 14:38 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.951 s 0.411
2022-11-09 14:38 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.922 s -0.530
2022-11-09 14:38 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.931 s 0.755
2022-11-09 14:43 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.658 s -0.301
2022-11-09 14:44 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.119 s 1.613
2022-11-09 14:45 Python wide-dataframe use_legacy_dataset=false 0.509 s 0.786
2022-11-09 14:36 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.215 s 0.022
2022-11-09 14:38 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.905 s 0.510
2022-11-09 14:38 Python file-read lz4, feather, table, nyctaxi_2010-01 0.690 s -0.392
2022-11-09 14:45 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.394 s 0.843
2022-11-09 14:54 R dataframe-to-table chi_traffic_2020_Q1, R 4.299 s 0.102
2022-11-09 14:54 R dataframe-to-table type_floats, R 0.013 s 0.835
2022-11-09 14:36 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.040 s 0.250
2022-11-09 14:36 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.693 s -0.251
2022-11-09 14:37 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.331 s -0.318
2022-11-09 14:39 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.003 s 1.366
2022-11-09 14:44 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.580 s -0.139
2022-11-09 14:55 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.297 s -0.096
2022-11-09 14:55 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.314 s 0.071
2022-11-09 14:56 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.564 s 1.626
2022-11-09 14:37 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.798 s -0.908
2022-11-09 14:38 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.607 s -0.696
2022-11-09 14:40 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.303 s 1.529
2022-11-09 14:45 Python wide-dataframe use_legacy_dataset=true 0.421 s -4.169
2022-11-09 14:54 R dataframe-to-table type_strings, R 0.537 s 0.498
2022-11-09 14:55 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.548 s -0.006
2022-11-09 14:36 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.184 s 0.863
2022-11-09 14:37 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.463 s 0.383
2022-11-09 14:42 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.400 s 2.564
2022-11-09 14:43 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.395 s 2.699
2022-11-09 14:45 Python file-write lz4, feather, table, nyctaxi_2010-01 1.654 s 0.513
2022-11-09 14:54 R dataframe-to-table type_integers, R 0.010 s 1.050
2022-11-09 14:41 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.524 s 2.842
2022-11-09 14:45 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.766 s 2.172
2022-11-09 14:55 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.293 s -0.066
2022-11-09 14:56 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.606 s -1.840
2022-11-09 14:56 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.533 s 0.580
2022-11-09 14:56 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.887 s -0.133
2022-11-09 14:38 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.951 s 0.243
2022-11-09 14:38 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.362 s -0.357
2022-11-09 14:56 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.856 s -1.223
2022-11-09 14:57 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.217 s -0.884
2022-11-09 14:54 R dataframe-to-table type_nested, R 0.572 s 0.671
2022-11-09 14:55 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.544 s -0.006
2022-11-09 14:57 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.909 s -1.165
2022-11-09 14:45 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.032 s 2.127
2022-11-09 14:45 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.974 s 0.034
2022-11-09 14:54 R dataframe-to-table type_dict, R 0.060 s -0.227
2022-11-09 15:03 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.953 s 0.147
2022-11-09 15:01 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.900 s 1.213
2022-11-09 14:56 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.542 s 0.163
2022-11-09 14:57 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.583 s -0.441
2022-11-09 14:58 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.485 s 1.186
2022-11-09 15:00 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.023 s 1.599
2022-11-09 14:57 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.893 s -0.294
2022-11-09 14:57 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.823 s -0.739
2022-11-09 15:03 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.509 s 1.385
2022-11-09 15:05 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.891 s 1.083
2022-11-09 15:05 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.490 s 0.478
2022-11-09 15:06 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.376 s 0.505
2022-11-09 15:07 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.053 s 0.154
2022-11-09 15:08 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 6.007 s 0.161
2022-11-09 15:11 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.307 s 0.075
2022-11-09 15:10 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.804 s 0.042
2022-11-09 15:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.198
2022-11-09 15:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.285 s 0.338
2022-11-09 15:14 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.214 s -0.945
2022-11-09 15:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.197 s -0.348
2022-11-09 15:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.345 s 0.126
2022-11-09 15:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.440
2022-11-09 15:11 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.976 s 0.071
2022-11-09 15:15 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.595 s -0.177
2022-11-09 15:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s 0.435
2022-11-09 15:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.641 s -0.193
2022-11-09 15:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s 0.023
2022-11-09 15:14 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.542 s 0.102
2022-11-09 15:15 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.248 s -0.072
2022-11-09 15:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.298
2022-11-09 15:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.133
2022-11-09 15:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s 0.076
2022-11-09 15:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.010 s -0.084
2022-11-09 15:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.733 s -0.574
2022-11-09 15:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.650 s 0.512
2022-11-09 15:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.324 s 0.589
2022-11-09 15:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.908 s 0.030
2022-11-09 15:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.627 s 0.619
2022-11-09 15:14 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.553 s 0.474
2022-11-09 15:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s 0.237
2022-11-09 15:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s 0.121
2022-11-09 15:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.298 s 0.332
2022-11-09 15:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.299 s 0.283
2022-11-09 15:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.587 s -0.347
2022-11-09 15:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.521 s -0.726
2022-11-09 15:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.457
2022-11-09 15:12 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.324 s -1.028
2022-11-09 15:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.589 s -0.435
2022-11-09 15:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.385
2022-11-09 15:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.054 s -0.562
2022-11-09 15:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 0.350
2022-11-09 15:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.679 s -0.102
2022-11-09 15:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.325
2022-11-09 15:13 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.468 s 0.124
2022-11-09 15:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.482
2022-11-09 15:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.312 s 0.565
2022-11-09 15:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.398
2022-11-09 15:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.490
2022-11-09 15:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.194 s 0.436
2022-11-09 15:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s 0.380
2022-11-09 15:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s 0.364
2022-11-09 15:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.372
2022-11-09 15:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.924 s -0.357
2022-11-09 15:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.153 s 1.074
2022-11-09 15:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.555
2022-11-09 15:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 0.610
2022-11-09 15:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 0.345
2022-11-09 15:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.236
2022-11-09 15:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s 0.221
2022-11-09 15:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.505 s -0.486
2022-11-09 15:24 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s 0.265
2022-11-09 15:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.374
2022-11-09 15:24 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.311 s -1.109
2022-11-09 15:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s 0.210
2022-11-09 15:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.446
2022-11-09 15:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s 0.050
2022-11-09 15:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.362
2022-11-09 15:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.658 s -0.295
2022-11-09 15:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.768 s 0.490
2022-11-09 15:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.631 s -0.939
2022-11-09 15:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.478
2022-11-09 15:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.386 s 0.244
2022-11-09 15:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.498
2022-11-09 15:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.296 s -0.068
2022-11-09 15:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.421 s 0.195
2022-11-09 15:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.485
2022-11-09 15:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.709 s 0.061
2022-11-09 15:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.604 s 0.526
2022-11-09 15:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.434 s 0.615
2022-11-09 15:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.765 s 0.152
2022-11-09 15:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.368 s 0.220
2022-11-09 15:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.724 s -0.433
2022-11-09 15:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.314
2022-11-09 15:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.265 s 0.589
2022-11-09 15:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.074 s -0.298
2022-11-09 15:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.950 s 0.434
2022-11-09 15:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.132 s -0.645
2022-11-09 15:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s 0.240
2022-11-09 15:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 0.568
2022-11-09 15:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.476
2022-11-09 15:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.379
2022-11-09 15:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 0.521
2022-11-09 15:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.646 s 0.232
2022-11-09 15:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.725 s -0.520
2022-11-09 15:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s 0.229
2022-11-09 15:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.897 s 0.437
2022-11-09 15:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.300 s 0.151
2022-11-09 15:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.206 s 0.404
2022-11-09 15:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.485
2022-11-09 15:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.527 s 0.130
2022-11-09 15:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.323 s 0.867
2022-11-09 15:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.850 s 1.939
2022-11-09 15:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.148 s -0.207
2022-11-09 15:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.201 s 0.262
2022-11-09 15:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s 0.477
2022-11-09 15:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s 0.059
2022-11-09 15:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.294 s 0.223
2022-11-09 15:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.354 s 0.098
2022-11-09 15:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.511 s 0.795
2022-11-09 15:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.861 s -0.091
2022-11-09 15:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.475
2022-11-09 15:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.141 s 0.471
2022-11-09 15:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.820 s 0.502
2022-11-09 15:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.280 s 1.170
2022-11-09 15:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s 0.224
2022-11-09 15:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.488
2022-11-09 15:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s 0.228
2022-11-09 15:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.582 s 0.784
2022-11-09 15:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.423 s 0.726
2022-11-09 15:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.473
2022-11-09 15:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.592 s -0.706
2022-11-09 15:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.282 s 0.114
2022-11-09 15:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.682
2022-11-09 15:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s 0.054
2022-11-09 15:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.302
2022-11-09 15:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.403 s 0.569
2022-11-09 15:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.535 s 0.375
2022-11-09 15:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.231 s 0.018
2022-11-09 15:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.365
2022-11-09 15:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.059
2022-11-09 15:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.058 s -0.190
2022-11-09 15:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.355
2022-11-09 15:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.253 s 0.338
2022-11-09 15:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.317
2022-11-09 15:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.501 s -0.227
2022-11-09 15:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.350
2022-11-09 15:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.191 s 0.322
2022-11-09 15:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s 0.250
2022-11-09 15:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.793
2022-11-09 15:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.710 s 0.334
2022-11-09 15:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.202 s 0.360
2022-11-09 15:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.189 s 0.417
2022-11-09 15:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.422 s -0.087
2022-11-09 15:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.920 s -0.446
2022-11-09 15:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.437
2022-11-09 15:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.453
2022-11-09 15:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s 0.224
2022-11-09 15:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.322 s 1.048
2022-11-09 15:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.231
2022-11-09 15:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.315 s 0.253
2022-11-09 15:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.581 s -0.392
2022-11-09 15:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.216 s 0.430
2022-11-09 15:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.530 s -0.291
2022-11-09 15:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.659 s 0.560
2022-11-09 15:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.507 s 0.174
2022-11-09 15:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.594 s 0.462
2022-11-09 15:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.888 s 0.490
2022-11-09 15:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.267
2022-11-09 15:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.317 s 0.162
2022-11-09 15:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.935 s 0.797
2022-11-09 15:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.694 s -0.178
2022-11-09 15:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s 0.196
2022-11-09 15:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.431 s -0.742
2022-11-09 15:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.859 s 0.087
2022-11-09 15:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.410 s 0.287
2022-11-09 15:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.256 s 0.526
2022-11-09 15:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s 0.319
2022-11-09 15:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.468
2022-11-09 15:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s 0.106
2022-11-09 15:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.940 s 0.574
2022-11-09 15:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.287 s 0.522
2022-11-09 15:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.441 s 0.104
2022-11-09 15:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.603 s 0.433
2022-11-09 15:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.838 s 0.539
2022-11-09 15:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.378 s 0.411
2022-11-09 15:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.782 s 0.176
2022-11-09 15:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.706 s 0.667
2022-11-09 15:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.884 s 0.489
2022-11-09 15:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.128 s 0.078
2022-11-09 15:51 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 29.934 s 0.075
2022-11-09 15:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 33.195 s -1.749
2022-11-09 15:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.195 s 0.040
2022-11-09 15:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.222 s 0.183
2022-11-09 15:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s 0.137
2022-11-09 15:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.302 s 0.364
2022-11-09 15:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.300 s -0.209
2022-11-09 15:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.200 s 0.139
2022-11-09 15:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.256 s 0.191
2022-11-09 15:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.449 s -0.244
2022-11-09 16:03 JavaScript Iterate Vector int8Array 0.002 s 0.170
2022-11-09 16:03 JavaScript Iterate Vector int32Array 0.002 s 0.559
2022-11-09 16:03 JavaScript vectorFromArray dictionary 0.017 s -0.740
2022-11-09 16:03 JavaScript vectorFromArray numbers 0.016 s 0.757
2022-11-09 16:03 JavaScript Spread Vector string 0.148 s -1.241
2022-11-09 16:03 JavaScript Spread Vector numbers 0.008 s -0.841
2022-11-09 16:03 JavaScript Spread Vector uint64Array 0.012 s -0.590
2022-11-09 16:03 JavaScript Spread Vector int8Array 0.006 s 1.281
2022-11-09 16:03 JavaScript Spread Vector int16Array 0.006 s 0.184
2022-11-09 16:03 JavaScript vectorFromArray booleans 0.017 s 1.022
2022-11-09 16:03 JavaScript Iterate Vector uint16Array 0.002 s 0.591
2022-11-09 16:03 JavaScript Iterate Vector float32Array 0.002 s -0.107
2022-11-09 16:03 JavaScript Iterate Vector numbers 0.002 s 0.352
2022-11-09 16:03 JavaScript Iterate Vector booleans 0.004 s 0.735
2022-11-09 16:03 JavaScript Iterate Vector uint8Array 0.002 s 1.772
2022-11-09 16:03 JavaScript Iterate Vector uint64Array 0.004 s -0.013
2022-11-09 16:03 JavaScript Iterate Vector int64Array 0.004 s 0.763
2022-11-09 16:03 JavaScript get Vector float32Array 0.002 s 0.120
2022-11-09 16:03 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.514
2022-11-09 16:03 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.342
2022-11-09 16:03 JavaScript Iterate Vector uint32Array 0.002 s 0.644
2022-11-09 16:03 JavaScript Iterate Vector dictionary 0.004 s 0.747
2022-11-09 16:03 JavaScript Iterate Vector string 0.126 s 0.443
2022-11-09 16:03 JavaScript Spread Vector uint8Array 0.007 s -0.231
2022-11-09 16:03 JavaScript Spread Vector uint16Array 0.006 s 0.367
2022-11-09 16:03 JavaScript Spread Vector uint32Array 0.007 s -0.017
2022-11-09 16:03 JavaScript Iterate Vector int16Array 0.002 s 0.567
2022-11-09 16:03 JavaScript Iterate Vector float64Array 0.002 s 0.715
2022-11-09 16:03 JavaScript Spread Vector int32Array 0.006 s 0.732
2022-11-09 16:03 JavaScript Spread Vector int64Array 0.012 s -0.976
2022-11-09 16:03 JavaScript Spread Vector float32Array 0.008 s 0.537
2022-11-09 16:03 JavaScript Spread Vector float64Array 0.008 s -0.327
2022-11-09 16:03 JavaScript Spread Vector booleans 0.010 s 0.414
2022-11-09 16:03 JavaScript toArray Vector uint8Array
2022-11-09 16:03 JavaScript get Vector int64Array 0.003 s 0.204
2022-11-09 16:03 JavaScript get Vector float64Array 0.002 s 0.079
2022-11-09 16:03 JavaScript get Vector numbers 0.002 s 0.083
2022-11-09 16:03 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.579
2022-11-09 16:03 JavaScript Spread Vector dictionary 0.010 s 0.123
2022-11-09 16:03 JavaScript toArray Vector uint16Array
2022-11-09 16:03 JavaScript toArray Vector uint32Array
2022-11-09 16:03 JavaScript toArray Vector uint64Array
2022-11-09 16:03 JavaScript toArray Vector int8Array
2022-11-09 16:03 JavaScript toArray Vector int16Array
2022-11-09 16:03 JavaScript toArray Vector int32Array
2022-11-09 16:03 JavaScript toArray Vector int64Array
2022-11-09 16:03 JavaScript toArray Vector float32Array
2022-11-09 16:03 JavaScript toArray Vector float64Array
2022-11-09 16:03 JavaScript toArray Vector numbers
2022-11-09 16:03 JavaScript toArray Vector booleans 0.010 s 0.671
2022-11-09 16:03 JavaScript toArray Vector dictionary 0.010 s 0.243
2022-11-09 16:03 JavaScript toArray Vector string 0.147 s -0.533
2022-11-09 16:03 JavaScript get Vector uint8Array 0.003 s -0.106
2022-11-09 16:03 JavaScript get Vector uint16Array 0.003 s -0.081
2022-11-09 16:03 JavaScript get Vector uint32Array 0.003 s -0.606
2022-11-09 16:03 JavaScript get Vector uint64Array 0.003 s 0.593
2022-11-09 16:03 JavaScript get Vector int8Array 0.003 s 0.387
2022-11-09 16:03 JavaScript get Vector int16Array 0.003 s -0.210
2022-11-09 16:03 JavaScript get Vector int32Array 0.003 s -0.040
2022-11-09 16:03 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.560
2022-11-09 16:03 JavaScript get Vector booleans 0.002 s -0.277
2022-11-09 16:03 JavaScript get Vector dictionary 0.002 s 0.781
2022-11-09 16:03 JavaScript get Vector string 0.124 s 0.479
2022-11-09 16:03 JavaScript Parse read recordBatches, tracks 0.000 s -0.035
2022-11-09 16:03 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.801
2022-11-09 16:03 JavaScript Parse write recordBatches, tracks 0.002 s -0.536
2022-11-09 16:03 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -1.954
2022-11-09 16:03 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.019
2022-11-09 16:03 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.886
2022-11-09 16:03 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.190 s -0.626
2022-11-09 16:03 JavaScript Table tracks, 1,000,000 0.298 s -1.127
2022-11-09 16:03 JavaScript Table 1,000,000, tracks 0.254 s 0.892
2022-11-09 16:03 JavaScript Table tracks, 1,000,000 0.095 s 0.524
2022-11-09 16:03 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.234
2022-11-09 16:03 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.031 s 0.233
2022-11-09 16:03 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.220
2022-11-09 16:03 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.140
2022-11-09 16:03 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.526
2022-11-09 16:03 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.797
2022-11-09 16:03 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-09 16:03 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-09 16:03 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-09 16:03 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-09 16:03 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.186 s 0.813
2022-11-09 16:03 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.450
2022-11-09 16:03 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.109 s -1.059
2022-11-09 16:03 JavaScript Table tracks, 1,000,000 0.050 s 0.089
2022-11-09 16:03 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s -0.221