Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 01:26 Python dataframe-to-table type_dict 0.011 s 0.108
2022-11-08 01:26 Python dataset-filter nyctaxi_2010-01 1.019 s -0.602
2022-11-08 01:21 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.239 s 0.626
2022-11-08 01:23 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.788 s 1.317
2022-11-08 01:23 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.124 s 0.510
2022-11-08 01:26 Python dataframe-to-table type_floats 0.010 s 1.237
2022-11-08 01:26 Python dataframe-to-table type_integers 0.010 s 0.388
2022-11-08 01:46 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.148 s -1.061
2022-11-08 01:21 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.167 s 1.026
2022-11-08 01:55 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.856 s 0.058
2022-11-08 01:22 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.168 s 0.927
2022-11-08 01:20 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.678 s 0.806
2022-11-08 01:46 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.053 s 0.114
2022-11-08 01:48 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.994 s -3.036
2022-11-08 01:22 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.421 s 0.735
2022-11-08 01:24 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.712 s 1.350
2022-11-08 01:34 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 80.521 s 0.859
2022-11-08 01:45 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.178 s 0.579
2022-11-08 01:46 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.650 s -2.568
2022-11-08 01:48 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.960 s -0.178
2022-11-08 01:47 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.793 s -1.018
2022-11-08 01:46 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.181 s 0.053
2022-11-08 01:46 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.321 s -0.435
2022-11-08 01:46 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.178 s -1.994
2022-11-08 01:47 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.333 s -0.664
2022-11-08 01:53 Python file-write lz4, feather, table, fanniemae_2016Q4 1.555 s 0.300
2022-11-08 01:25 Python dataframe-to-table chi_traffic_2020_Q1 20.231 s 0.859
2022-11-08 01:26 Python dataframe-to-table type_strings 0.446 s 0.977
2022-11-08 01:53 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.902 s -0.608
2022-11-08 01:52 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.029 s -0.210
2022-11-08 02:07 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.216 s 0.022
2022-11-08 01:48 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.924 s -0.879
2022-11-08 01:54 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.515 s 1.617
2022-11-08 01:55 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.977 s 0.025
2022-11-08 02:06 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.607 s -2.151
2022-11-08 02:06 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.568 s -2.363
2022-11-08 02:07 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.898 s 1.031
2022-11-08 01:26 Python dataframe-to-table type_nested 2.827 s 0.717
2022-11-08 01:56 Python wide-dataframe use_legacy_dataset=true 0.372 s 0.830
2022-11-08 01:30 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 79.429 s 0.459
2022-11-08 01:45 Python dataset-read async=True, nyctaxi_multi_ipc_s3 221.859 s 0.218
2022-11-08 01:48 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.937 s -1.725
2022-11-08 01:55 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.497 s -1.185
2022-11-08 01:46 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.667 s 0.092
2022-11-08 01:48 Python file-read lz4, feather, table, nyctaxi_2010-01 0.688 s -0.141
2022-11-08 01:49 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.258 s -0.079
2022-11-08 01:54 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.601 s 1.592
2022-11-08 02:04 R dataframe-to-table type_nested, R 0.582 s -1.492
2022-11-08 02:05 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.335 s -0.950
2022-11-08 01:46 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.198 s 0.245
2022-11-08 02:04 R dataframe-to-table type_dict, R 0.058 s -0.007
2022-11-08 01:47 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.517 s -1.451
2022-11-08 01:55 Python file-write lz4, feather, table, nyctaxi_2010-01 1.629 s 0.592
2022-11-08 02:07 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.816 s 1.530
2022-11-08 01:48 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.929 s 1.232
2022-11-08 01:48 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.354 s -0.293
2022-11-08 02:04 R dataframe-to-table type_integers, R 0.011 s 0.045
2022-11-08 02:05 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.337 s -1.097
2022-11-08 01:46 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.214 s -2.510
2022-11-08 02:08 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.722 s -0.081
2022-11-08 01:47 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.654 s -3.683
2022-11-08 01:47 Python file-read lz4, feather, table, fanniemae_2016Q4 0.823 s 0.143
2022-11-08 01:48 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.605 s -0.796
2022-11-08 02:04 R dataframe-to-table type_strings, R 0.544 s -1.197
2022-11-08 02:06 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.564 s -2.319
2022-11-08 02:10 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.367 s -0.199
2022-11-08 01:46 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.044 s 0.187
2022-11-08 01:47 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.520 s -2.416
2022-11-08 01:48 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.365 s -0.956
2022-11-08 01:56 Python wide-dataframe use_legacy_dataset=false 0.511 s 0.696
2022-11-08 02:05 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.597 s -1.120
2022-11-08 02:06 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.860 s -1.705
2022-11-08 01:52 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.249 s -0.667
2022-11-08 02:05 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.589 s -1.163
2022-11-08 01:50 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.589 s -0.045
2022-11-08 01:53 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.957 s -0.978
2022-11-08 02:06 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.910 s -1.722
2022-11-08 01:50 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.919 s -0.396
2022-11-08 02:07 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.584 s -0.708
2022-11-08 01:54 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.152 s 1.085
2022-11-08 01:55 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.065 s 1.197
2022-11-08 02:04 R dataframe-to-table chi_traffic_2020_Q1, R 4.293 s 0.117
2022-11-08 02:06 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.571 s -0.703
2022-11-08 02:06 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.904 s -1.479
2022-11-08 02:04 R dataframe-to-table type_floats, R 0.014 s -1.045
2022-11-08 02:11 R file-write snappy, parquet, table, fanniemae_2016Q4, R 10.132 s -0.058
2022-11-08 02:05 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.314 s -0.113
2022-11-08 02:13 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.951 s 0.566
2022-11-08 02:13 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.848 s -0.339
2022-11-08 02:15 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 9.019 s -1.375
2022-11-08 02:15 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.491 s 0.523
2022-11-08 02:16 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.477 s -1.396
2022-11-08 02:17 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.998 s 0.978
2022-11-08 02:18 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.943 s 0.856
2022-11-08 02:19 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.733 s 0.874
2022-11-08 02:21 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.906 s 0.707
2022-11-08 02:22 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.280 s 0.268
2022-11-08 02:21 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.307 s 0.169
2022-11-08 02:24 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.186 s 0.211
2022-11-08 02:23 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.467 s 0.199
2022-11-08 02:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s 0.076
2022-11-08 02:25 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.245 s 0.490
2022-11-08 02:25 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.579 s 0.384
2022-11-08 02:24 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.552 s 0.644
2022-11-08 02:24 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.611 s -1.173
2022-11-08 02:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.194 s 0.173
2022-11-08 02:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s 0.652
2022-11-08 02:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.285 s 0.499
2022-11-08 02:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.277 s 0.371
2022-11-08 02:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.270 s 0.130
2022-11-08 02:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.592
2022-11-08 02:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.704 s -0.419
2022-11-08 02:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.586 s -0.150
2022-11-08 02:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.584
2022-11-08 02:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.346 s 0.276
2022-11-08 02:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.004 s 0.188
2022-11-08 02:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s 0.365
2022-11-08 02:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.510
2022-11-08 02:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.428 s 0.363
2022-11-08 02:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.657 s 0.390
2022-11-08 02:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.052 s -0.300
2022-11-08 02:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.222 s 0.612
2022-11-08 02:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 0.636
2022-11-08 02:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.299 s 0.395
2022-11-08 02:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.588 s -0.243
2022-11-08 02:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.297 s 0.532
2022-11-08 02:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.919 s 0.044
2022-11-08 02:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.527 s -0.902
2022-11-08 02:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 0.708
2022-11-08 02:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.613
2022-11-08 02:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s 0.587
2022-11-08 02:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 0.559
2022-11-08 02:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.202 s -1.481
2022-11-08 02:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.505 s -0.402
2022-11-08 02:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s 0.530
2022-11-08 02:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.328 s 0.394
2022-11-08 02:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.670
2022-11-08 02:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.485
2022-11-08 02:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.344 s 0.567
2022-11-08 02:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s 0.482
2022-11-08 02:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.231 s 0.253
2022-11-08 02:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s 0.629
2022-11-08 02:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.455
2022-11-08 02:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.348 s 0.390
2022-11-08 02:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.635 s 0.281
2022-11-08 02:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.910 s -0.004
2022-11-08 02:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s 0.666
2022-11-08 02:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.281 s 0.522
2022-11-08 02:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.281 s -0.886
2022-11-08 02:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.318 s 0.416
2022-11-08 02:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.175 s 0.442
2022-11-08 02:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.808 s -1.705
2022-11-08 02:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s 0.327
2022-11-08 02:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.330 s 0.471
2022-11-08 02:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.575
2022-11-08 02:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.365 s 0.432
2022-11-08 02:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.657 s -0.020
2022-11-08 02:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.341 s 0.465
2022-11-08 02:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.708 s 0.293
2022-11-08 02:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.775 s 0.332
2022-11-08 02:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.593 s -0.588
2022-11-08 02:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.442
2022-11-08 02:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.611
2022-11-08 02:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.331 s 0.605
2022-11-08 02:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.607 s 0.561
2022-11-08 02:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.421 s 0.371
2022-11-08 02:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 0.637
2022-11-08 02:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.488
2022-11-08 02:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.767 s 0.255
2022-11-08 02:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.652
2022-11-08 02:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.957 s 0.330
2022-11-08 02:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.295 s 0.281
2022-11-08 02:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.219 s 0.189
2022-11-08 02:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.510 s 0.161
2022-11-08 02:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.606 s 0.367
2022-11-08 03:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.426
2022-11-08 02:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.705 s -0.255
2022-11-08 02:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 0.635
2022-11-08 02:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.628
2022-11-08 02:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.332 s 0.122
2022-11-08 02:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.101 s -0.342
2022-11-08 02:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.532 s -0.133
2022-11-08 02:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.153 s -0.331
2022-11-08 02:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s 0.139
2022-11-08 02:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 0.518
2022-11-08 02:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.865 s 0.693
2022-11-08 02:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.732 s -0.743
2022-11-08 02:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s 0.409
2022-11-08 02:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.365 s 0.495
2022-11-08 02:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.859 s 0.312
2022-11-08 02:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.436
2022-11-08 02:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.299 s -0.181
2022-11-08 02:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.230 s 0.505
2022-11-08 02:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.428 s 0.273
2022-11-08 02:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.190 s 0.471
2022-11-08 02:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.326 s 0.503
2022-11-08 02:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.203 s 0.518
2022-11-08 02:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.328 s 0.514
2022-11-08 02:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.265 s 0.688
2022-11-08 02:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.441
2022-11-08 02:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.299 s 0.362
2022-11-08 02:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.917 s -0.129
2022-11-08 02:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.712 s 0.276
2022-11-08 02:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.140 s 0.455
2022-11-08 02:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s 0.419
2022-11-08 02:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.254 s 0.423
2022-11-08 02:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.663 s 0.446
2022-11-08 02:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.408 s 0.391
2022-11-08 02:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.651 s 0.110
2022-11-08 02:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.355 s 0.191
2022-11-08 02:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.599 s -0.940
2022-11-08 02:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.240 s -0.194
2022-11-08 02:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.321 s -1.222
2022-11-08 02:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.439 s -1.550
2022-11-08 02:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.436 s 0.675
2022-11-08 02:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.581
2022-11-08 02:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.613
2022-11-08 02:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.211 s 0.446
2022-11-08 02:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.437 s -0.142
2022-11-08 02:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 0.648
2022-11-08 02:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.201 s 0.357
2022-11-08 02:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.508 s 1.129
2022-11-08 02:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.179 s 0.547
2022-11-08 02:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.266 s -1.096
2022-11-08 02:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.258 s 0.524
2022-11-08 02:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.716 s 0.470
2022-11-08 02:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.826 s 0.122
2022-11-08 02:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.712 s -0.359
2022-11-08 02:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.240 s 0.233
2022-11-08 02:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.082 s -0.411
2022-11-08 02:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.780 s 0.446
2022-11-08 03:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.309 s -0.466
2022-11-08 02:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s 0.431
2022-11-08 02:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.258 s 0.315
2022-11-08 02:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.354 s -1.183
2022-11-08 02:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.323 s 0.177
2022-11-08 02:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s 0.382
2022-11-08 02:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.283 s 0.141
2022-11-08 02:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.901 s 0.370
2022-11-08 02:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.591
2022-11-08 02:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.585 s 0.576
2022-11-08 02:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.513 s -0.482
2022-11-08 02:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.535
2022-11-08 02:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.588
2022-11-08 02:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.622
2022-11-08 02:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.610 s -0.506
2022-11-08 02:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.512
2022-11-08 03:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.304 s 0.285
2022-11-08 03:13 JavaScript Spread Vector uint8Array 0.006 s 0.775
2022-11-08 03:13 JavaScript toArray Vector int64Array
2022-11-08 03:13 JavaScript Iterate Vector booleans 0.004 s 0.112
2022-11-08 03:13 JavaScript Spread Vector string 0.145 s 0.531
2022-11-08 03:13 JavaScript toArray Vector uint64Array
2022-11-08 02:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s 0.488
2022-11-08 02:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.215 s 0.430
2022-11-08 02:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.870 s -0.940
2022-11-08 02:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.378 s 0.555
2022-11-08 02:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s 0.252
2022-11-08 02:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.316 s 0.383
2022-11-08 02:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.970 s -0.395
2022-11-08 03:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.871 s -0.332
2022-11-08 03:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.444
2022-11-08 03:13 JavaScript Iterate Vector float64Array 0.002 s -1.431
2022-11-08 02:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.580 s -0.172
2022-11-08 02:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.529 s 0.087
2022-11-08 02:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s 0.401
2022-11-08 02:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s 0.206
2022-11-08 02:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.548 s -0.580
2022-11-08 02:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.944 s 0.368
2022-11-08 03:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.449 s -0.072
2022-11-08 03:13 JavaScript Iterate Vector int16Array 0.002 s -0.468
2022-11-08 03:13 JavaScript Spread Vector int64Array 0.012 s 0.033
2022-11-08 02:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.878 s 1.400
2022-11-08 03:13 JavaScript Iterate Vector dictionary 0.004 s 0.294
2022-11-08 03:13 JavaScript toArray Vector int32Array
2022-11-08 03:13 JavaScript get Vector uint32Array 0.003 s -0.393
2022-11-08 03:13 JavaScript get Vector int32Array 0.003 s 0.324
2022-11-08 03:13 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.188 s 0.287
2022-11-08 02:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.047 s 0.309
2022-11-08 02:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.437 s 0.450
2022-11-08 03:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.047 s -0.745
2022-11-08 02:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s 0.353
2022-11-08 02:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.318 s 0.319
2022-11-08 03:13 JavaScript vectorFromArray numbers 0.016 s 0.159
2022-11-08 03:13 JavaScript vectorFromArray dictionary 0.017 s 0.597
2022-11-08 03:03 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.195 s 0.192
2022-11-08 02:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.822 s 0.899
2022-11-08 03:13 JavaScript Iterate Vector uint16Array 0.002 s -0.231
2022-11-08 03:13 JavaScript Iterate Vector int64Array 0.004 s -0.493
2022-11-08 03:13 JavaScript Iterate Vector string 0.125 s 0.898
2022-11-08 03:13 JavaScript toArray Vector string 0.145 s 0.472
2022-11-08 03:13 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.252
2022-11-08 02:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.433 s -1.177
2022-11-08 03:13 JavaScript toArray Vector uint8Array
2022-11-08 03:13 JavaScript toArray Vector int8Array
2022-11-08 03:13 JavaScript toArray Vector numbers
2022-11-08 03:13 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.244
2022-11-08 02:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.305 s -0.786
2022-11-08 02:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.374 s -0.100
2022-11-08 02:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.126 s 0.263
2022-11-08 03:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s 0.407
2022-11-08 02:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.289 s 0.536
2022-11-08 03:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s 0.341
2022-11-08 03:13 JavaScript toArray Vector dictionary 0.010 s 0.396
2022-11-08 03:13 JavaScript get Vector float32Array 0.002 s 0.114
2022-11-08 03:13 JavaScript get Vector numbers 0.002 s 0.115
2022-11-08 02:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.913 s -0.147
2022-11-08 03:13 JavaScript Iterate Vector uint32Array 0.002 s -0.817
2022-11-08 03:13 JavaScript Iterate Vector int8Array 0.002 s -0.983
2022-11-08 03:13 JavaScript Iterate Vector int32Array 0.002 s -0.978
2022-11-08 03:13 JavaScript Iterate Vector numbers 0.002 s -1.422
2022-11-08 03:13 JavaScript Spread Vector float64Array 0.008 s 0.726
2022-11-08 03:13 JavaScript toArray Vector uint16Array
2022-11-08 03:13 JavaScript toArray Vector int16Array
2022-11-08 03:13 JavaScript get Vector uint64Array 0.003 s -0.437
2022-11-08 03:13 JavaScript get Vector int64Array 0.003 s -0.002
2022-11-08 03:13 JavaScript vectorFromArray booleans 0.018 s -0.320
2022-11-08 03:13 JavaScript Iterate Vector uint8Array 0.002 s -0.835
2022-11-08 03:13 JavaScript Iterate Vector float32Array 0.002 s -0.467
2022-11-08 03:13 JavaScript Spread Vector uint32Array 0.007 s 0.278
2022-11-08 03:13 JavaScript Iterate Vector uint64Array 0.004 s 0.064
2022-11-08 03:13 JavaScript Spread Vector uint16Array 0.006 s 0.041
2022-11-08 03:13 JavaScript Spread Vector uint64Array 0.012 s 0.214
2022-11-08 03:13 JavaScript Spread Vector int16Array 0.006 s 0.269
2022-11-08 03:13 JavaScript Spread Vector booleans 0.010 s 0.747
2022-11-08 03:13 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.344
2022-11-08 03:13 JavaScript Spread Vector int8Array 0.006 s 0.385
2022-11-08 03:13 JavaScript Spread Vector int32Array 0.006 s 0.897
2022-11-08 03:13 JavaScript Spread Vector dictionary 0.010 s 0.712
2022-11-08 03:13 JavaScript toArray Vector uint32Array
2022-11-08 03:13 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.611
2022-11-08 03:13 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.381
2022-11-08 03:13 JavaScript Spread Vector float32Array 0.008 s 1.161
2022-11-08 03:13 JavaScript Spread Vector numbers 0.008 s 0.692
2022-11-08 03:13 JavaScript toArray Vector float32Array
2022-11-08 03:13 JavaScript get Vector uint8Array 0.003 s 0.638
2022-11-08 03:13 JavaScript get Vector int8Array 0.003 s -0.172
2022-11-08 03:13 JavaScript toArray Vector float64Array
2022-11-08 03:13 JavaScript toArray Vector booleans 0.010 s 0.350
2022-11-08 03:13 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.451
2022-11-08 03:13 JavaScript get Vector uint16Array 0.003 s 0.203
2022-11-08 03:13 JavaScript get Vector int16Array 0.003 s -0.154
2022-11-08 03:13 JavaScript get Vector float64Array 0.002 s 0.122
2022-11-08 03:13 JavaScript get Vector string 0.123 s 0.886
2022-11-08 03:13 JavaScript get Vector booleans 0.002 s 0.376
2022-11-08 03:13 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.799
2022-11-08 03:13 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.229
2022-11-08 03:13 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.001 s -1.491
2022-11-08 03:13 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.727
2022-11-08 03:13 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-08 03:13 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-08 03:13 JavaScript get Vector dictionary 0.002 s -1.267
2022-11-08 03:13 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.566
2022-11-08 03:13 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.631
2022-11-08 03:13 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-08 03:13 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-08 03:13 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.186 s 0.635
2022-11-08 03:13 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.708
2022-11-08 03:13 JavaScript Table tracks, 1,000,000 0.271 s 0.152
2022-11-08 03:13 JavaScript Parse read recordBatches, tracks 0.000 s 0.464
2022-11-08 03:13 JavaScript Parse write recordBatches, tracks 0.002 s 0.959
2022-11-08 03:13 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.314
2022-11-08 03:13 JavaScript Table tracks, 1,000,000 0.050 s -0.450
2022-11-08 03:13 JavaScript Table 1,000,000, tracks 0.245 s 1.374
2022-11-08 03:13 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.031 s 0.313
2022-11-08 03:13 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s -0.004
2022-11-08 03:13 JavaScript Table tracks, 1,000,000 0.095 s -0.406
2022-11-08 03:13 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.031 s 0.279