Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-07 17:34 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.111 s 1.676
2022-11-07 17:58 Python dataset-read async=True, nyctaxi_multi_ipc_s3 231.798 s -0.934
2022-11-07 17:58 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.303 s -0.158
2022-11-07 18:00 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.609 s -0.967
2022-11-07 17:38 Python dataframe-to-table type_dict 0.011 s 0.111
2022-11-07 18:04 Python file-write uncompressed, feather, table, fanniemae_2016Q4 4.518 s 3.278
2022-11-07 17:34 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.278 s 0.541
2022-11-07 17:38 Python dataframe-to-table type_floats 0.011 s 0.429
2022-11-07 18:01 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.237 s 0.085
2022-11-07 17:38 Python dataframe-to-table type_strings 0.444 s 1.557
2022-11-07 17:38 Python dataframe-to-table type_integers 0.010 s 0.163
2022-11-07 17:46 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.198 s 0.612
2022-11-07 17:32 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.242 s 0.444
2022-11-07 17:37 Python dataframe-to-table chi_traffic_2020_Q1 20.275 s 0.619
2022-11-07 18:00 Python file-read lz4, feather, table, nyctaxi_2010-01 0.682 s 1.107
2022-11-07 17:58 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.183 s 0.572
2022-11-07 17:58 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.054 s 0.131
2022-11-07 17:59 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.644 s -3.630
2022-11-07 18:04 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.193 s -0.208
2022-11-07 18:16 R dataframe-to-table type_strings, R 0.545 s -1.550
2022-11-07 17:59 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.521 s -2.712
2022-11-07 18:18 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.850 s -0.235
2022-11-07 18:00 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.981 s -1.961
2022-11-07 18:00 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.990 s -1.786
2022-11-07 17:33 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.235 s 0.796
2022-11-07 17:38 Python dataset-filter nyctaxi_2010-01 1.020 s -0.665
2022-11-07 17:58 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.206 s 0.117
2022-11-07 17:59 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.650 s -2.831
2022-11-07 17:59 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.512 s -1.532
2022-11-07 18:05 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.830 s 0.079
2022-11-07 18:06 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.925 s -0.839
2022-11-07 18:17 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.344 s -1.238
2022-11-07 17:34 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.423 s 0.485
2022-11-07 17:35 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.839 s 1.087
2022-11-07 17:38 Python dataframe-to-table type_nested 2.825 s 0.808
2022-11-07 17:59 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.216 s -2.929
2022-11-07 18:05 Python file-write lz4, feather, table, fanniemae_2016Q4 1.547 s 0.490
2022-11-07 18:16 R dataframe-to-table type_integers, R 0.011 s 0.046
2022-11-07 17:32 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.684 s 0.113
2022-11-07 18:03 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.560 s 0.157
2022-11-07 18:18 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.565 s 1.163
2022-11-07 18:19 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.823 s -0.622
2022-11-07 17:36 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.673 s 1.531
2022-11-07 17:58 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.196 s -4.080
2022-11-07 18:00 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.365 s -0.992
2022-11-07 18:07 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.056 s 1.475
2022-11-07 18:00 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.938 s -0.230
2022-11-07 18:08 Python wide-dataframe use_legacy_dataset=false 0.504 s 1.233
2022-11-07 18:21 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.727 s -0.104
2022-11-07 18:08 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.669
2022-11-07 17:42 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 75.955 s 0.923
2022-11-07 17:58 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.192 s -0.106
2022-11-07 17:58 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.053 s 0.112
2022-11-07 18:00 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.943 s -2.283
2022-11-07 18:19 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.565 s -2.233
2022-11-07 18:00 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.778 s -0.895
2022-11-07 18:18 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.597 s -0.512
2022-11-07 17:59 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.153 s -1.347
2022-11-07 17:58 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.663 s 0.150
2022-11-07 17:59 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.316 s 1.564
2022-11-07 18:00 Python file-read lz4, feather, table, fanniemae_2016Q4 0.824 s -0.001
2022-11-07 18:08 Python file-write lz4, feather, table, nyctaxi_2010-01 1.367 s 2.977
2022-11-07 18:20 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.908 s -0.755
2022-11-07 18:00 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.944 s -2.261
2022-11-07 18:06 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.580 s 2.263
2022-11-07 18:07 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.936 s 1.332
2022-11-07 18:17 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.596 s -1.147
2022-11-07 18:19 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.907 s -1.856
2022-11-07 18:01 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.377 s -0.935
2022-11-07 18:07 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.516 s 1.550
2022-11-07 18:18 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.575 s -0.847
2022-11-07 18:23 R file-write snappy, parquet, table, fanniemae_2016Q4, R 10.136 s -0.072
2022-11-07 18:02 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.881 s -0.085
2022-11-07 18:06 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.138 s 1.498
2022-11-07 18:08 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.838 s 0.390
2022-11-07 18:18 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.340 s -1.209
2022-11-07 18:19 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.218 s -1.629
2022-11-07 18:07 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.405 s 0.608
2022-11-07 18:16 R dataframe-to-table chi_traffic_2020_Q1, R 4.286 s 0.196
2022-11-07 18:17 R dataframe-to-table type_floats, R 0.013 s -0.856
2022-11-07 18:18 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.315 s -0.517
2022-11-07 18:22 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.378 s -0.260
2022-11-07 18:17 R dataframe-to-table type_nested, R 0.580 s -1.106
2022-11-07 18:19 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.907 s -1.585
2022-11-07 18:16 R dataframe-to-table type_dict, R 0.057 s 0.061
2022-11-07 18:18 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.561 s -2.180
2022-11-07 18:19 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.593 s -2.964
2022-11-07 18:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.270 s 0.219
2022-11-07 18:25 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.841 s -0.297
2022-11-07 18:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.710
2022-11-07 18:26 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.956 s -0.250
2022-11-07 18:27 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.996 s -0.973
2022-11-07 18:28 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.490 s 0.625
2022-11-07 18:29 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.476 s -1.454
2022-11-07 18:30 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.006 s 0.881
2022-11-07 18:32 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.743 s 0.782
2022-11-07 18:31 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.947 s 0.838
2022-11-07 18:34 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.306 s 0.388
2022-11-07 18:33 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.905 s 0.733
2022-11-07 18:35 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.284 s 0.154
2022-11-07 18:37 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.552 s 0.676
2022-11-07 18:36 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.196 s -0.234
2022-11-07 18:36 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.470 s -0.173
2022-11-07 18:37 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.580 s 0.331
2022-11-07 18:37 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.609 s -1.179
2022-11-07 18:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.273 s 0.904
2022-11-07 18:37 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.242 s 0.853
2022-11-07 18:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.195 s 0.199
2022-11-07 18:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.584 s 0.085
2022-11-07 18:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.193 s 0.299
2022-11-07 18:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.233 s 0.889
2022-11-07 18:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.001 s 0.331
2022-11-07 18:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.774 s -0.480
2022-11-07 18:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.274 s 0.591
2022-11-07 18:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.328 s 0.481
2022-11-07 18:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.283 s 0.625
2022-11-07 18:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.428 s 0.349
2022-11-07 18:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.341 s 0.514
2022-11-07 18:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.332 s 0.579
2022-11-07 18:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.296 s 0.647
2022-11-07 18:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.221 s 0.748
2022-11-07 18:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.651 s 0.631
2022-11-07 18:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.044 s 0.108
2022-11-07 18:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 0.691
2022-11-07 18:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.582 s 0.170
2022-11-07 18:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.299 s 0.457
2022-11-07 18:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.323 s 0.268
2022-11-07 18:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.306 s 0.637
2022-11-07 18:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 0.614
2022-11-07 18:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.925 s -0.273
2022-11-07 18:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.262 s 0.632
2022-11-07 18:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.177 s 0.098
2022-11-07 18:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.670 s 0.069
2022-11-07 18:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s 0.665
2022-11-07 18:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.173 s 0.654
2022-11-07 18:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.511 s -0.098
2022-11-07 18:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.236 s 0.661
2022-11-07 18:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.663
2022-11-07 18:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.636 s 0.236
2022-11-07 18:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.311 s 0.728
2022-11-07 18:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.192 s 0.769
2022-11-07 18:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.226 s 0.786
2022-11-07 18:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.344 s 0.579
2022-11-07 18:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.196 s 0.713
2022-11-07 18:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.910 s -0.018
2022-11-07 18:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.156 s 0.614
2022-11-07 18:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s 0.664
2022-11-07 18:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.155 s 0.582
2022-11-07 18:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.228 s 0.604
2022-11-07 18:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.503 s 0.013
2022-11-07 18:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.343 s 0.671
2022-11-07 18:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.653 s 0.185
2022-11-07 18:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.279 s -0.247
2022-11-07 18:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.451
2022-11-07 18:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.586
2022-11-07 18:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.366 s 0.420
2022-11-07 18:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.280 s 0.640
2022-11-07 18:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.341 s 0.493
2022-11-07 18:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.723 s -0.085
2022-11-07 18:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.559
2022-11-07 18:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s 0.483
2022-11-07 19:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.581 s 0.038
2022-11-07 19:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.598 s -0.141
2022-11-07 18:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.364 s 0.580
2022-11-07 18:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.780 s 0.165
2022-11-07 18:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.143 s -0.134
2022-11-07 19:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.275 s 0.636
2022-11-07 18:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.630 s -0.217
2022-11-07 18:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.328 s 0.554
2022-11-07 18:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.435 s 0.739
2022-11-07 18:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.903 s 0.318
2022-11-07 18:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.468 s 0.295
2022-11-07 19:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.695
2022-11-07 19:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.886 s 0.823
2022-11-07 19:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s 0.511
2022-11-07 18:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.291 s 0.672
2022-11-07 18:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.946 s 0.758
2022-11-07 18:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.324 s 0.659
2022-11-07 18:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.424 s 0.738
2022-11-07 19:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.403 s 0.729
2022-11-07 18:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.266 s 0.697
2022-11-07 18:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.327 s 0.656
2022-11-07 18:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.588 s 0.388
2022-11-07 18:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.602
2022-11-07 19:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.189 s 0.653
2022-11-07 19:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.210 s 0.547
2022-11-07 18:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s 0.471
2022-11-07 18:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.330 s 0.645
2022-11-07 18:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.706 s 0.310
2022-11-07 18:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.291 s 0.647
2022-11-07 18:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.863 s -0.036
2022-11-07 19:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.316 s 0.432
2022-11-07 19:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.958 s 0.076
2022-11-07 18:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s 0.650
2022-11-07 18:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.340 s -0.649
2022-11-07 19:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.199 s 0.734
2022-11-07 19:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.593 s
2022-11-07 18:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s 0.581
2022-11-07 18:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.764 s 0.298
2022-11-07 18:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.254 s 0.699
2022-11-07 18:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.417 s 0.532
2022-11-07 18:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.740 s -0.117
2022-11-07 18:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s 0.518
2022-11-07 18:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.608 s 0.585
2022-11-07 18:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.282 s 1.108
2022-11-07 19:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.662 s 0.552
2022-11-07 18:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.204 s 0.720
2022-11-07 18:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.637
2022-11-07 18:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.199 s 0.577
2022-11-07 18:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.510 s 0.966
2022-11-07 19:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.631 s 0.327
2022-11-07 18:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.646 s 0.276
2022-11-07 18:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.523 s 0.661
2022-11-07 18:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s 0.452
2022-11-07 19:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.261 s 0.478
2022-11-07 19:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.531
2022-11-07 18:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 0.661
2022-11-07 18:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.177 s 0.701
2022-11-07 19:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.309 s -1.225
2022-11-07 19:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.696
2022-11-07 18:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 0.721
2022-11-07 18:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 0.691
2022-11-07 18:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.315 s 0.721
2022-11-07 19:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.761
2022-11-07 18:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.821 s 0.611
2022-11-07 18:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.918 s -0.191
2022-11-07 18:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.329 s 0.591
2022-11-07 18:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.114 s 0.867
2022-11-07 19:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.735 s -0.115
2022-11-07 18:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.866 s 0.639
2022-11-07 18:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.294 s 0.424
2022-11-07 18:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.523
2022-11-07 18:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.510 s -0.374
2022-11-07 19:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.429 s -0.761
2022-11-07 18:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.352 s 0.583
2022-11-07 18:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.321 s 0.497
2022-11-07 19:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.522 s 0.789
2022-11-07 18:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.184 s -0.521
2022-11-07 19:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 0.617
2022-11-07 19:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.279 s 0.569
2022-11-07 19:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.072 s -1.080
2022-11-07 19:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.232 s 0.591
2022-11-07 19:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.216 s 0.599
2022-11-07 19:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.326 s 0.740
2022-11-07 19:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.541
2022-11-07 19:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.189 s 0.670
2022-11-07 19:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.214 s 0.524
2022-11-07 19:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s 0.322
2022-11-07 19:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.865 s -0.491
2022-11-07 19:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.540 s 0.127
2022-11-07 19:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.433 s -0.948
2022-11-07 19:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.530 s -0.634
2022-11-07 19:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.255 s 0.052
2022-11-07 19:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.263 s -0.760
2022-11-07 19:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.410 s 0.319
2022-11-07 19:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.040 s 0.084
2022-11-07 19:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.257 s 0.626
2022-11-07 19:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.315 s 0.512
2022-11-07 19:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.640
2022-11-07 19:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.364 s 0.568
2022-11-07 19:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.482
2022-11-07 19:25 JavaScript Iterate Vector uint64Array 0.004 s 0.795
2022-11-07 19:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.288 s 0.640
2022-11-07 19:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.939 s 0.755
2022-11-07 19:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.604 s 0.535
2022-11-07 19:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.919 s -0.274
2022-11-07 19:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.042 s -0.739
2022-11-07 19:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s 0.412
2022-11-07 19:26 JavaScript get Vector uint16Array 0.003 s -0.154
2022-11-07 19:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.378 s 0.569
2022-11-07 19:25 JavaScript Iterate Vector int16Array 0.002 s 0.666
2022-11-07 19:25 JavaScript Iterate Vector float64Array 0.002 s 0.757
2022-11-07 19:25 JavaScript Iterate Vector booleans 0.004 s 0.047
2022-11-07 19:26 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.149
2022-11-07 19:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.935 s -1.440
2022-11-07 19:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.440 s 0.375
2022-11-07 19:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.785 s 0.308
2022-11-07 19:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.236 s 0.681
2022-11-07 19:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.517
2022-11-07 19:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.446 s 0.339
2022-11-07 19:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.716 s 0.488
2022-11-07 19:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.161 s -0.265
2022-11-07 19:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.291 s 0.105
2022-11-07 19:26 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.307
2022-11-07 19:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.302 s 0.559
2022-11-07 19:25 JavaScript Iterate Vector uint16Array 0.002 s 0.552
2022-11-07 19:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.958 s -0.229
2022-11-07 19:25 JavaScript vectorFromArray dictionary 0.016 s 1.078
2022-11-07 19:25 JavaScript Iterate Vector uint8Array 0.002 s -0.079
2022-11-07 19:25 JavaScript Iterate Vector float32Array 0.002 s 0.701
2022-11-07 19:25 JavaScript toArray Vector int32Array
2022-11-07 19:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.486
2022-11-07 19:25 JavaScript vectorFromArray booleans 0.017 s 1.575
2022-11-07 19:25 JavaScript Iterate Vector int32Array 0.002 s 0.184
2022-11-07 19:26 JavaScript get Vector numbers 0.002 s 0.093
2022-11-07 19:26 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s -0.241
2022-11-07 19:26 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.828
2022-11-07 19:26 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.155
2022-11-07 19:26 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.189 s -0.467
2022-11-07 19:25 JavaScript Iterate Vector uint32Array 0.002 s 0.895
2022-11-07 19:25 JavaScript Iterate Vector int8Array 0.002 s 0.184
2022-11-07 19:25 JavaScript Iterate Vector numbers 0.002 s 0.677
2022-11-07 19:25 JavaScript toArray Vector float32Array
2022-11-07 19:25 JavaScript toArray Vector numbers
2022-11-07 19:25 JavaScript vectorFromArray numbers 0.016 s 0.836
2022-11-07 19:25 JavaScript Iterate Vector string 0.126 s 0.462
2022-11-07 19:25 JavaScript Spread Vector uint64Array 0.012 s 1.391
2022-11-07 19:25 JavaScript Spread Vector int16Array 0.007 s 0.013
2022-11-07 19:25 JavaScript Spread Vector int64Array 0.012 s 0.911
2022-11-07 19:25 JavaScript toArray Vector int64Array
2022-11-07 19:25 JavaScript Iterate Vector int64Array 0.004 s 0.401
2022-11-07 19:25 JavaScript Spread Vector float64Array 0.008 s 0.452
2022-11-07 19:25 JavaScript Spread Vector booleans 0.010 s 0.437
2022-11-07 19:25 JavaScript Spread Vector string 0.145 s 0.493
2022-11-07 19:25 JavaScript toArray Vector uint64Array
2022-11-07 19:26 JavaScript toArray Vector string 0.144 s 0.802
2022-11-07 19:26 JavaScript get Vector booleans 0.002 s 0.375
2022-11-07 19:25 JavaScript Iterate Vector dictionary 0.004 s 1.344
2022-11-07 19:25 JavaScript Spread Vector uint8Array 0.006 s 0.411
2022-11-07 19:25 JavaScript Spread Vector uint32Array 0.007 s -0.534
2022-11-07 19:25 JavaScript Spread Vector int8Array 0.006 s 0.304
2022-11-07 19:25 JavaScript Spread Vector float32Array 0.008 s 0.702
2022-11-07 19:25 JavaScript Spread Vector uint16Array 0.006 s 0.596
2022-11-07 19:25 JavaScript toArray Vector uint16Array
2022-11-07 19:25 JavaScript toArray Vector int16Array
2022-11-07 19:25 JavaScript toArray Vector float64Array
2022-11-07 19:25 JavaScript toArray Vector booleans 0.010 s 0.345
2022-11-07 19:25 JavaScript Spread Vector int32Array 0.006 s 0.330
2022-11-07 19:26 JavaScript get Vector int8Array 0.003 s 0.429
2022-11-07 19:25 JavaScript Spread Vector numbers 0.008 s -0.093
2022-11-07 19:25 JavaScript Spread Vector dictionary 0.010 s -0.951
2022-11-07 19:25 JavaScript toArray Vector uint8Array
2022-11-07 19:25 JavaScript toArray Vector uint32Array
2022-11-07 19:25 JavaScript toArray Vector int8Array
2022-11-07 19:26 JavaScript get Vector dictionary 0.002 s 0.208
2022-11-07 19:26 JavaScript toArray Vector dictionary 0.010 s -0.034
2022-11-07 19:26 JavaScript get Vector uint8Array 0.003 s -0.036
2022-11-07 19:26 JavaScript get Vector uint32Array 0.003 s -0.198
2022-11-07 19:26 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.229
2022-11-07 19:26 JavaScript get Vector uint64Array 0.003 s 1.080
2022-11-07 19:26 JavaScript get Vector int16Array 0.003 s -0.147
2022-11-07 19:26 JavaScript get Vector int64Array 0.003 s 0.818
2022-11-07 19:26 JavaScript get Vector float64Array 0.002 s -0.004
2022-11-07 19:26 JavaScript get Vector string 0.124 s 0.256
2022-11-07 19:26 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 1.080
2022-11-07 19:26 JavaScript get Vector int32Array 0.003 s -0.395
2022-11-07 19:26 JavaScript get Vector float32Array 0.002 s 0.139
2022-11-07 19:26 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -0.203
2022-11-07 19:26 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -1.108
2022-11-07 19:26 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-07 19:26 JavaScript Parse read recordBatches, tracks 0.000 s 0.200
2022-11-07 19:26 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-07 19:26 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.185 s 1.172
2022-11-07 19:26 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.685
2022-11-07 19:26 JavaScript Table tracks, 1,000,000 0.050 s 0.599
2022-11-07 19:26 JavaScript Table 1,000,000, tracks 0.273 s 0.003
2022-11-07 19:26 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.172
2022-11-07 19:26 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s -0.027
2022-11-07 19:26 JavaScript Parse write recordBatches, tracks 0.002 s -0.480
2022-11-07 19:26 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.492
2022-11-07 19:26 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.560
2022-11-07 19:26 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.811
2022-11-07 19:26 JavaScript Table tracks, 1,000,000 0.096 s -1.153
2022-11-07 19:26 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.272
2022-11-07 19:26 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.557
2022-11-07 19:26 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-07 19:26 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-07 19:26 JavaScript Table tracks, 1,000,000 0.285 s -0.504