Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 12:39 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.144 s 0.479
2022-11-17 12:44 Python dataframe-to-table type_strings 0.445 s 0.269
2022-11-17 12:44 Python dataframe-to-table type_integers 0.010 s -0.236
2022-11-17 12:44 Python dataframe-to-table type_nested 2.910 s -1.075
2022-11-17 12:42 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.766 s 0.459
2022-11-17 12:44 Python dataframe-to-table type_floats 0.010 s 0.347
2022-11-17 12:41 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.128 s 0.004
2022-11-17 12:39 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.679 s 0.111
2022-11-17 12:41 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.434 s -1.440
2022-11-17 12:41 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.868 s 0.323
2022-11-17 12:52 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.925 s 0.370
2022-11-17 12:39 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.243 s 0.455
2022-11-17 12:40 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.059 s 0.622
2022-11-17 12:44 Python dataframe-to-table chi_traffic_2020_Q1 20.361 s -0.407
2022-11-17 12:44 Python dataframe-to-table type_dict 0.011 s 0.877
2022-11-17 12:48 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 73.700 s 1.204
2022-11-17 13:04 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.048 s 0.234
2022-11-17 13:04 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.049 s 0.162
2022-11-17 12:44 Python dataset-filter nyctaxi_2010-01 1.008 s -0.150
2022-11-17 13:04 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.506 s -0.090
2022-11-17 13:03 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.229 s -0.226
2022-11-17 13:03 Python dataset-read async=True, nyctaxi_multi_ipc_s3 217.129 s 0.640
2022-11-17 13:03 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.466 s -1.007
2022-11-17 13:03 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.183 s 0.324
2022-11-17 13:04 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.657 s -0.698
2022-11-17 13:04 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.634 s -0.504
2022-11-17 13:05 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.339 s -1.262
2022-11-17 13:03 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.306 s -0.829
2022-11-17 13:04 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.664 s 0.125
2022-11-17 13:04 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.206 s -0.813
2022-11-17 13:04 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.170 s -1.573
2022-11-17 13:04 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.157 s 0.500
2022-11-17 13:05 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.509 s 0.028
2022-11-17 13:06 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.917 s 0.312
2022-11-17 13:05 Python file-read lz4, feather, table, fanniemae_2016Q4 0.826 s -0.159
2022-11-17 13:05 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.979 s -0.778
2022-11-17 13:05 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.629 s 2.151
2022-11-17 13:11 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.743 s 0.049
2022-11-17 13:05 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.200 s 2.319
2022-11-17 13:06 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.956 s 0.515
2022-11-17 13:06 Python file-read lz4, feather, table, nyctaxi_2010-01 0.684 s 0.698
2022-11-17 13:06 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.930 s -0.341
2022-11-17 13:06 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.929 s 1.220
2022-11-17 13:06 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.549 s 2.231
2022-11-17 13:06 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.319 s 1.897
2022-11-17 13:07 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.037 s 0.191
2022-11-17 13:08 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.606 s 0.008
2022-11-17 13:09 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 19.873 s 0.141
2022-11-17 13:08 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.384 s -0.036
2022-11-17 13:10 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.044 s -0.161
2022-11-17 13:10 Python file-write lz4, feather, table, fanniemae_2016Q4 1.553 s 0.235
2022-11-17 13:10 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.751 s 0.061
2022-11-17 13:12 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.516 s 0.801
2022-11-17 13:11 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.605 s 0.248
2022-11-17 13:12 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.098 s 0.572
2022-11-17 13:13 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.816 s 0.274
2022-11-17 13:13 Python wide-dataframe use_legacy_dataset=true 0.376 s 0.234
2022-11-17 13:13 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.468 s -0.462
2022-11-17 13:12 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.045 s 0.240
2022-11-17 13:13 Python file-write lz4, feather, table, nyctaxi_2010-01 1.668 s 0.250
2022-11-17 13:13 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.974 s 0.070
2022-11-17 13:13 Python wide-dataframe use_legacy_dataset=false 0.511 s 0.343
2022-11-17 13:22 R dataframe-to-table type_strings, R 0.536 s 0.968
2022-11-17 13:23 R dataframe-to-table type_nested, R 0.571 s 0.869
2022-11-17 13:24 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.556 s -0.221
2022-11-17 13:25 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.583 s 0.090
2022-11-17 13:22 R dataframe-to-table type_integers, R 0.010 s 0.182
2022-11-17 13:22 R dataframe-to-table chi_traffic_2020_Q1, R 4.342 s -1.437
2022-11-17 13:24 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.909 s -0.695
2022-11-17 13:28 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.110 s 0.162
2022-11-17 13:23 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.341 s -0.924
2022-11-17 13:23 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.329 s -0.722
2022-11-17 13:24 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.551 s -0.097
2022-11-17 13:33 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.489 s 0.837
2022-11-17 13:23 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.577 s -0.578
2022-11-17 13:25 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.819 s 0.121
2022-11-17 13:35 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.392 s 0.221
2022-11-17 13:43 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.247 s -0.219
2022-11-17 13:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s -0.321
2022-11-17 13:22 R dataframe-to-table type_floats, R 0.013 s 1.225
2022-11-17 13:33 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.915 s 0.872
2022-11-17 13:40 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.308 s -0.129
2022-11-17 13:23 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.315 s 0.076
2022-11-17 13:24 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.594 s 0.138
2022-11-17 13:22 R dataframe-to-table type_dict, R 0.045 s 0.842
2022-11-17 13:31 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.949 s 0.987
2022-11-17 13:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.266 s -0.889
2022-11-17 13:25 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.899 s 0.051
2022-11-17 13:25 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.215 s 0.125
2022-11-17 13:31 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.578 s -0.015
2022-11-17 13:42 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.577 s -0.898
2022-11-17 13:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.007 s -0.394
2022-11-17 13:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s -0.022
2022-11-17 13:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.263 s 0.597
2022-11-17 13:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.370 s -1.942
2022-11-17 14:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.875 s -1.380
2022-11-17 14:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.264 s -0.492
2022-11-17 14:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.670 s 0.347
2022-11-17 14:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.307 s -0.553
2022-11-17 13:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.712 s 0.169
2022-11-17 13:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.276 s 0.018
2022-11-17 13:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.626 s 1.161
2022-11-17 13:37 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.945 s 0.575
2022-11-17 13:35 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.984 s 1.034
2022-11-17 13:42 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.226 s -0.967
2022-11-17 13:24 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.569 s 0.073
2022-11-17 13:24 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.846 s 0.149
2022-11-17 13:26 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.493 s 0.189
2022-11-17 13:29 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.909 s 0.240
2022-11-17 13:23 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.599 s -1.113
2022-11-17 13:25 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.899 s 0.169
2022-11-17 13:41 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.470 s -0.298
2022-11-17 13:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.586 s 0.143
2022-11-17 13:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s 0.227
2022-11-17 13:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.295 s 1.719
2022-11-17 13:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.287 s -0.272
2022-11-17 13:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.279 s -0.842
2022-11-17 13:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.346 s -1.071
2022-11-17 13:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.496
2022-11-17 13:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.895 s 0.729
2022-11-17 14:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.469 s -0.221
2022-11-17 14:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.179 s 0.031
2022-11-17 14:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.537
2022-11-17 14:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.279 s -0.291
2022-11-17 14:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.216 s 0.238
2022-11-17 13:42 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.557 s -0.579
2022-11-17 13:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.892 s 1.329
2022-11-17 13:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.439 s -0.637
2022-11-17 13:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.720 s 0.323
2022-11-17 14:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.925 s -0.349
2022-11-17 14:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.283 s -1.146
2022-11-17 14:31 JavaScript get Vector string 0.124 s 0.387
2022-11-17 13:40 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.314 s -0.612
2022-11-17 13:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.069 s -2.386
2022-11-17 13:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.157 s 0.085
2022-11-17 13:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.765 s 1.007
2022-11-17 13:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 0.306
2022-11-17 13:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.149
2022-11-17 13:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.325 s 0.419
2022-11-17 13:43 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.580 s 0.369
2022-11-17 13:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.585 s -0.147
2022-11-17 13:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.898 s 1.543
2022-11-17 13:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.324 s 0.510
2022-11-17 13:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.262 s 0.243
2022-11-17 13:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.605 s 0.519
2022-11-17 14:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.205 s -1.804
2022-11-17 14:07 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.592 s 0.974
2022-11-17 14:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.257 s 0.694
2022-11-17 13:38 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.718 s 0.849
2022-11-17 13:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.310 s -0.117
2022-11-17 13:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.322 s -2.441
2022-11-17 14:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s -0.609
2022-11-17 14:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.321 s -1.046
2022-11-17 14:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s -0.148
2022-11-17 13:39 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.905 s 0.507
2022-11-17 13:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.198 s -0.311
2022-11-17 13:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.626
2022-11-17 13:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.387 s -0.636
2022-11-17 13:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.954 s -0.790
2022-11-17 14:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.298 s -1.441
2022-11-17 14:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.404 s 0.419
2022-11-17 14:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.267 s -1.000
2022-11-17 14:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.286 s 1.067
2022-11-17 13:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.200 s -0.905
2022-11-17 13:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.282 s 0.281
2022-11-17 13:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.422 s -0.756
2022-11-17 13:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.293 s -0.158
2022-11-17 13:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.166 s -1.160
2022-11-17 13:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.652 s -0.416
2022-11-17 13:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.301 s -1.859
2022-11-17 13:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s 0.086
2022-11-17 13:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.257 s 0.106
2022-11-17 13:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.348 s -1.099
2022-11-17 14:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.253 s -2.330
2022-11-17 14:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.361 s -2.270
2022-11-17 14:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.272 s -1.850
2022-11-17 14:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s 0.138
2022-11-17 14:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.235 s -0.030
2022-11-17 14:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.320 s -1.384
2022-11-17 13:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.195 s 0.226
2022-11-17 13:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.653 s 0.168
2022-11-17 13:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s -0.184
2022-11-17 13:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.712 s -0.470
2022-11-17 13:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.501
2022-11-17 14:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.863 s -0.020
2022-11-17 14:31 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-17 13:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s 0.456
2022-11-17 13:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.320 s -1.003
2022-11-17 14:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.167 s -0.418
2022-11-17 14:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.821 s 0.791
2022-11-17 14:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.522 s -1.159
2022-11-17 14:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.290 s -1.954
2022-11-17 14:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.383 s -0.377
2022-11-17 13:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s -0.306
2022-11-17 13:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.634 s 0.690
2022-11-17 13:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.686 s 0.553
2022-11-17 13:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.508 s -0.554
2022-11-17 13:52 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.348 s -0.460
2022-11-17 13:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.364 s -0.299
2022-11-17 13:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.252 s -0.132
2022-11-17 14:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.513 s 0.759
2022-11-17 14:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.569 s 0.515
2022-11-17 14:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s -0.147
2022-11-17 14:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.105 s 0.917
2022-11-17 13:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.272 s -0.513
2022-11-17 13:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.520 s -0.158
2022-11-17 13:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.336 s -1.877
2022-11-17 13:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.332 s -0.668
2022-11-17 14:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.221 s -1.886
2022-11-17 14:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.523 s 0.188
2022-11-17 14:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.319 s -1.670
2022-11-17 14:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.538 s -0.115
2022-11-17 14:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.072 s -0.135
2022-11-17 14:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.723 s -1.309
2022-11-17 14:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.031 s -0.281
2022-11-17 13:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.286 s -0.250
2022-11-17 13:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.665 s -2.348
2022-11-17 14:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.328 s -0.663
2022-11-17 14:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.878 s 0.993
2022-11-17 14:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.661 s 0.099
2022-11-17 14:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.254 s 1.208
2022-11-17 14:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.447 s -0.511
2022-11-17 14:31 JavaScript Iterate Vector uint8Array 0.002 s 0.278
2022-11-17 14:31 JavaScript Iterate Vector int8Array 0.002 s -0.517
2022-11-17 13:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.332 s -1.325
2022-11-17 13:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.165 s 0.744
2022-11-17 13:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.370 s -1.347
2022-11-17 13:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.326 s 0.112
2022-11-17 14:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.257 s -1.705
2022-11-17 14:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.324 s -0.295
2022-11-17 14:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.933 s 1.116
2022-11-17 14:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.263 s -0.990
2022-11-17 14:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.949 s -0.077
2022-11-17 14:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.225 s -1.871
2022-11-17 14:31 JavaScript Table tracks, 1,000,000 0.095 s -0.520
2022-11-17 13:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.552
2022-11-17 13:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 1.026
2022-11-17 13:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.332 s 0.196
2022-11-17 13:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.717 s 0.622
2022-11-17 13:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.259 s -1.562
2022-11-17 14:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.272
2022-11-17 14:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.310 s 0.763
2022-11-17 14:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s 0.023
2022-11-17 14:31 JavaScript Spread Vector booleans 0.010 s 1.857
2022-11-17 13:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.175 s -0.105
2022-11-17 14:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.586 s -0.597
2022-11-17 14:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.280 s 1.060
2022-11-17 14:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.809 s -1.169
2022-11-17 14:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.395
2022-11-17 14:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.582 s -0.503
2022-11-17 14:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.054 s -0.040
2022-11-17 14:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.212 s -0.053
2022-11-17 14:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.865 s -0.183
2022-11-17 14:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.408 s 0.419
2022-11-17 14:21 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.803 s -0.226
2022-11-17 14:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s -0.272
2022-11-17 13:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s 0.200
2022-11-17 13:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.667 s -1.329
2022-11-17 13:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.228 s -1.143
2022-11-17 14:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.325 s -0.077
2022-11-17 14:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.601 s 0.360
2022-11-17 13:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.284 s -0.108
2022-11-17 13:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.342 s -0.061
2022-11-17 13:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.269 s -0.136
2022-11-17 13:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.772 s -1.162
2022-11-17 13:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s -0.331
2022-11-17 14:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.531 s -1.962
2022-11-17 14:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.277
2022-11-17 14:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.628
2022-11-17 14:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.868
2022-11-17 14:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.372 s -2.049
2022-11-17 14:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.428 s -0.701
2022-11-17 14:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.194 s -1.755
2022-11-17 14:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.191 s 0.036
2022-11-17 14:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.491 s 0.325
2022-11-17 14:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.442 s -0.880
2022-11-17 14:23 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.274 s 0.861
2022-11-17 14:31 JavaScript get Vector dictionary 0.002 s -0.966
2022-11-17 14:31 JavaScript Parse read recordBatches, tracks 0.000 s 1.752
2022-11-17 14:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.154
2022-11-17 14:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.207 s -0.325
2022-11-17 14:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.947 s -1.523
2022-11-17 14:31 JavaScript vectorFromArray booleans 0.017 s 0.364
2022-11-17 14:31 JavaScript Iterate Vector numbers 0.002 s -1.069
2022-11-17 14:31 JavaScript Spread Vector uint8Array 0.006 s 0.136
2022-11-17 14:31 JavaScript Spread Vector int8Array 0.006 s 0.130
2022-11-17 14:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.435 s -0.700
2022-11-17 14:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.905 s -0.311
2022-11-17 14:31 JavaScript toArray Vector uint64Array
2022-11-17 14:31 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s -0.020
2022-11-17 14:31 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.192 s -1.205
2022-11-17 14:31 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.261
2022-11-17 14:31 JavaScript Table tracks, 1,000,000 0.305 s -1.452
2022-11-17 14:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.431 s -1.087
2022-11-17 14:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.258 s -1.295
2022-11-17 14:31 JavaScript Iterate Vector uint16Array 0.002 s -0.808
2022-11-17 14:31 JavaScript Iterate Vector uint64Array 0.004 s -0.220
2022-11-17 14:31 JavaScript Iterate Vector int64Array 0.004 s 0.575
2022-11-17 14:31 JavaScript Spread Vector int64Array 0.012 s 0.703
2022-11-17 14:31 JavaScript toArray Vector uint16Array
2022-11-17 14:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.778 s 0.634
2022-11-17 14:31 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-17 14:31 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.187 s 0.384
2022-11-17 14:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s -0.047
2022-11-17 14:31 JavaScript vectorFromArray numbers 0.016 s 0.199
2022-11-17 14:31 JavaScript Iterate Vector int16Array 0.002 s -0.811
2022-11-17 14:31 JavaScript Iterate Vector float64Array 0.002 s -1.039
2022-11-17 14:31 JavaScript Iterate Vector booleans 0.004 s 0.664
2022-11-17 14:31 JavaScript Spread Vector uint16Array 0.006 s 0.145
2022-11-17 14:31 JavaScript vectorFromArray dictionary 0.016 s 0.834
2022-11-17 14:31 JavaScript Iterate Vector string 0.127 s -0.307
2022-11-17 14:31 JavaScript get Vector uint16Array 0.003 s -1.021
2022-11-17 14:31 JavaScript Iterate Vector uint32Array 0.002 s -0.476
2022-11-17 14:31 JavaScript Iterate Vector int32Array 0.002 s -0.949
2022-11-17 14:31 JavaScript Iterate Vector dictionary 0.004 s 0.362
2022-11-17 14:31 JavaScript Spread Vector uint32Array 0.007 s 0.126
2022-11-17 14:31 JavaScript Iterate Vector float32Array 0.002 s -1.405
2022-11-17 14:31 JavaScript Spread Vector int32Array 0.007 s 0.073
2022-11-17 14:31 JavaScript Spread Vector uint64Array 0.012 s 1.273
2022-11-17 14:31 JavaScript Spread Vector int16Array 0.006 s 0.131
2022-11-17 14:31 JavaScript Spread Vector float64Array 0.008 s 0.460
2022-11-17 14:31 JavaScript Spread Vector string 0.144 s 1.290
2022-11-17 14:31 JavaScript toArray Vector string 0.144 s 1.105
2022-11-17 14:31 JavaScript get Vector uint64Array 0.003 s -2.529
2022-11-17 14:31 JavaScript Spread Vector float32Array 0.008 s 0.164
2022-11-17 14:31 JavaScript Spread Vector numbers 0.008 s 0.235
2022-11-17 14:31 JavaScript Spread Vector dictionary 0.010 s -0.680
2022-11-17 14:31 JavaScript toArray Vector uint8Array
2022-11-17 14:31 JavaScript toArray Vector uint32Array
2022-11-17 14:31 JavaScript toArray Vector int8Array
2022-11-17 14:31 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.236
2022-11-17 14:31 JavaScript toArray Vector int16Array
2022-11-17 14:31 JavaScript toArray Vector float64Array
2022-11-17 14:31 JavaScript toArray Vector int32Array
2022-11-17 14:31 JavaScript toArray Vector float32Array
2022-11-17 14:31 JavaScript toArray Vector numbers
2022-11-17 14:31 JavaScript toArray Vector dictionary 0.010 s -0.534
2022-11-17 14:31 JavaScript get Vector uint8Array 0.003 s -0.485
2022-11-17 14:31 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s 0.147
2022-11-17 14:31 JavaScript Table tracks, 1,000,000 0.050 s 0.123
2022-11-17 14:31 JavaScript toArray Vector int64Array
2022-11-17 14:31 JavaScript toArray Vector booleans 0.010 s 1.741
2022-11-17 14:31 JavaScript get Vector int16Array 0.003 s -1.302
2022-11-17 14:31 JavaScript get Vector int64Array 0.003 s -0.733
2022-11-17 14:31 JavaScript get Vector float64Array 0.002 s 1.794
2022-11-17 14:31 JavaScript get Vector booleans 0.002 s 0.396
2022-11-17 14:31 JavaScript get Vector uint32Array 0.003 s -1.376
2022-11-17 14:31 JavaScript get Vector int8Array 0.003 s -0.731
2022-11-17 14:31 JavaScript get Vector int32Array 0.003 s -0.770
2022-11-17 14:31 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.294
2022-11-17 14:31 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.250
2022-11-17 14:31 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.308
2022-11-17 14:31 JavaScript get Vector float32Array 0.002 s -0.216
2022-11-17 14:31 JavaScript get Vector numbers 0.002 s 1.624
2022-11-17 14:31 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 1.407
2022-11-17 14:31 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-17 14:31 JavaScript Table 1,000,000, tracks 0.296 s -1.018
2022-11-17 14:31 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s -0.020
2022-11-17 14:31 JavaScript Parse write recordBatches, tracks 0.002 s 0.288
2022-11-17 14:31 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s 0.176
2022-11-17 14:31 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.594
2022-11-17 14:31 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.343
2022-11-17 14:31 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.290
2022-11-17 14:31 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.866
2022-11-17 14:31 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-17 14:31 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.553
2022-11-17 14:31 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.572
2022-11-17 14:31 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.056