Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 12:33 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 13.982 s 1.452
2022-11-15 12:32 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.238 s 0.799
2022-11-15 12:37 Python dataframe-to-table type_integers 0.010 s -1.606
2022-11-15 13:08 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.477
2022-11-15 12:34 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.422 s 0.502
2022-11-15 12:34 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.127 s 0.250
2022-11-15 12:58 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.060 s 0.089
2022-11-15 13:00 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.934 s -1.066
2022-11-15 13:00 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.605 s -0.093
2022-11-15 12:35 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.585 s 1.599
2022-11-15 12:42 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 91.603 s -0.970
2022-11-15 12:58 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.096 s 0.963
2022-11-15 13:17 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.583 s -0.961
2022-11-15 12:59 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.126 s 0.179
2022-11-15 12:59 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.511 s -0.304
2022-11-15 12:33 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 13.977 s 1.414
2022-11-15 12:37 Python dataset-filter nyctaxi_2010-01 1.012 s -0.268
2022-11-15 12:59 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.328 s 0.046
2022-11-15 13:07 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.438 s 0.035
2022-11-15 13:16 R dataframe-to-table type_floats, R 0.013 s 0.619
2022-11-15 12:35 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.687 s 1.479
2022-11-15 13:02 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.705 s -0.013
2022-11-15 12:46 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 81.430 s 0.372
2022-11-15 13:00 Python file-read lz4, feather, table, nyctaxi_2010-01 0.682 s 1.143
2022-11-15 12:32 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.676 s 0.735
2022-11-15 12:37 Python dataframe-to-table type_dict 0.011 s 0.230
2022-11-15 12:37 Python dataframe-to-table type_floats 0.011 s -0.563
2022-11-15 12:58 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.665 s 0.116
2022-11-15 13:20 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.497 s 0.565
2022-11-15 12:37 Python dataframe-to-table type_nested 2.866 s -0.827
2022-11-15 12:37 Python dataframe-to-table type_strings 0.447 s 0.057
2022-11-15 12:59 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.649 s -1.380
2022-11-15 13:07 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.521 s 1.100
2022-11-15 13:18 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.552 s -0.923
2022-11-15 13:00 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.375 s -0.418
2022-11-15 13:00 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.361 s 0.290
2022-11-15 13:03 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.380 s 0.495
2022-11-15 13:07 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.974 s 0.087
2022-11-15 13:16 R dataframe-to-table type_strings, R 0.537 s 0.736
2022-11-15 13:17 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.325 s -1.090
2022-11-15 13:18 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.318 s -2.376
2022-11-15 13:18 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.592 s 0.627
2022-11-15 12:58 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.180 s 0.187
2022-11-15 13:19 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.555 s -0.751
2022-11-15 13:19 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.216 s 0.215
2022-11-15 12:37 Python dataframe-to-table chi_traffic_2020_Q1 20.360 s -0.644
2022-11-15 13:00 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.976 s -0.879
2022-11-15 12:58 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.050 s 0.133
2022-11-15 12:58 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.161 s -0.188
2022-11-15 13:17 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.336 s -1.192
2022-11-15 13:19 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.582 s -0.119
2022-11-15 13:22 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.106 s 0.569
2022-11-15 12:59 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.655 s -1.124
2022-11-15 12:59 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.511 s -0.565
2022-11-15 12:59 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.793 s -0.357
2022-11-15 13:05 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.886 s -0.371
2022-11-15 13:06 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.139 s 0.350
2022-11-15 13:07 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.071 s 0.204
2022-11-15 12:58 Python dataset-read async=True, nyctaxi_multi_ipc_s3 224.911 s 0.019
2022-11-15 13:00 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.982 s -1.228
2022-11-15 13:01 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.037 s 0.594
2022-11-15 13:04 Python file-write uncompressed, feather, table, fanniemae_2016Q4 5.025 s -0.038
2022-11-15 13:07 Python file-write lz4, feather, table, nyctaxi_2010-01 1.596 s 1.049
2022-11-15 12:58 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.231 s -0.107
2022-11-15 12:58 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.310 s -0.185
2022-11-15 12:58 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.200 s -0.511
2022-11-15 13:00 Python file-read lz4, feather, table, fanniemae_2016Q4 0.825 s -0.120
2022-11-15 13:00 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.925 s -0.447
2022-11-15 13:00 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.927 s 1.529
2022-11-15 13:05 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.892 s -0.361
2022-11-15 13:08 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.842 s 0.062
2022-11-15 13:18 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.841 s 1.145
2022-11-15 13:19 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.819 s 0.518
2022-11-15 13:19 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.901 s 0.750
2022-11-15 13:04 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.038 s -0.081
2022-11-15 13:06 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.627 s 0.107
2022-11-15 13:05 Python file-write lz4, feather, table, fanniemae_2016Q4 1.553 s 0.438
2022-11-15 13:16 R dataframe-to-table type_integers, R 0.010 s 0.498
2022-11-15 13:17 R dataframe-to-table type_nested, R 0.572 s 0.844
2022-11-15 13:08 Python wide-dataframe use_legacy_dataset=false 0.509 s 0.657
2022-11-15 13:16 R dataframe-to-table chi_traffic_2020_Q1, R 4.283 s 0.433
2022-11-15 13:16 R dataframe-to-table type_dict, R 0.066 s -0.775
2022-11-15 13:18 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.584 s -1.428
2022-11-15 13:19 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.895 s -0.477
2022-11-15 13:19 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.900 s -0.529
2022-11-15 13:18 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.570 s -1.096
2022-11-15 13:23 R file-write snappy, parquet, table, fanniemae_2016Q4, R 9.910 s 0.616
2022-11-15 13:25 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.546 s 0.630
2022-11-15 13:25 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.960 s -1.334
2022-11-15 13:27 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 8.932 s 0.304
2022-11-15 13:27 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.490 s 1.026
2022-11-15 13:30 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 4.992 s 1.230
2022-11-15 13:29 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.362 s 1.135
2022-11-15 13:37 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.247 s -0.290
2022-11-15 13:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.726 s -0.539
2022-11-15 13:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.581 s 0.097
2022-11-15 13:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.197 s -0.392
2022-11-15 13:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.053 s -0.723
2022-11-15 13:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.368 s -0.719
2022-11-15 13:31 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.959 s 0.500
2022-11-15 13:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.589 s -0.764
2022-11-15 13:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s -0.002
2022-11-15 13:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.274 s -0.435
2022-11-15 13:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.418 s 0.283
2022-11-15 13:37 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.561 s -0.614
2022-11-15 13:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s 0.049
2022-11-15 13:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.652 s 0.571
2022-11-15 13:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.900 s 0.281
2022-11-15 13:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.010 s -1.099
2022-11-15 13:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.606 s 0.587
2022-11-15 13:34 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.305 s 0.817
2022-11-15 13:37 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.578 s 0.413
2022-11-15 13:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.531
2022-11-15 13:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.255 s 1.094
2022-11-15 13:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.157 s 0.262
2022-11-15 13:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.326 s 0.613
2022-11-15 13:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.226 s 1.422
2022-11-15 13:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.924 s -1.144
2022-11-15 13:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.631 s -0.213
2022-11-15 13:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s -0.523
2022-11-15 13:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.299 s -0.401
2022-11-15 13:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.455
2022-11-15 13:33 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.908 s 0.745
2022-11-15 13:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.323 s 1.359
2022-11-15 13:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.230 s -0.230
2022-11-15 13:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.504 s -0.313
2022-11-15 13:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s 0.773
2022-11-15 13:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.263 s 0.540
2022-11-15 13:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.195 s 1.649
2022-11-15 13:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.349 s -1.190
2022-11-15 13:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.632
2022-11-15 13:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.275 s 0.552
2022-11-15 13:32 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.728 s 1.035
2022-11-15 13:36 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.219 s -0.937
2022-11-15 13:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.189 s -1.586
2022-11-15 13:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.639 s -0.641
2022-11-15 13:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.195 s -0.252
2022-11-15 13:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s 0.072
2022-11-15 13:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.297 s 0.887
2022-11-15 13:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.307 s 0.486
2022-11-15 13:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.345 s 0.823
2022-11-15 13:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.569 s 0.099
2022-11-15 13:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s 0.523
2022-11-15 13:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.547
2022-11-15 13:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 1.069
2022-11-15 13:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s -0.496
2022-11-15 13:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.656 s -0.641
2022-11-15 13:36 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.557 s -0.254
2022-11-15 13:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.424 s 0.881
2022-11-15 13:35 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.311 s -0.679
2022-11-15 13:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.278 s -0.426
2022-11-15 13:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s -0.083
2022-11-15 13:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.184
2022-11-15 13:35 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.470 s -0.279
2022-11-15 13:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.360 s 0.921
2022-11-15 13:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.794
2022-11-15 13:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 1.022
2022-11-15 13:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s 1.144
2022-11-15 13:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.174 s 0.138
2022-11-15 13:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.340 s 0.231
2022-11-15 13:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.769 s 0.187
2022-11-15 13:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.329 s 1.154
2022-11-15 13:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.493 s -0.169
2022-11-15 13:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.707 s -0.164
2022-11-15 13:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.314 s 0.236
2022-11-15 13:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.463
2022-11-15 13:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.753 s -0.996
2022-11-15 13:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.439 s -0.386
2022-11-15 13:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.750 s -0.641
2022-11-15 13:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.365 s 0.501
2022-11-15 13:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.267 s 0.572
2022-11-15 13:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.773
2022-11-15 13:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.290 s 1.213
2022-11-15 13:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.950 s -0.006
2022-11-15 13:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.905
2022-11-15 13:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.765 s -0.167
2022-11-15 13:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.250 s 1.481
2022-11-15 13:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.122 s -0.400
2022-11-15 13:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.646 s 0.229
2022-11-15 13:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.887
2022-11-15 13:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.246 s 1.196
2022-11-15 13:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.795
2022-11-15 13:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.330 s 0.650
2022-11-15 13:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.758 s -0.794
2022-11-15 13:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s 0.752
2022-11-15 13:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.900 s -0.563
2022-11-15 13:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.159 s -0.321
2022-11-15 13:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.297 s 1.248
2022-11-15 13:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.547
2022-11-15 13:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.528 s -0.920
2022-11-15 13:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.326 s 0.433
2022-11-15 13:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.861 s 0.477
2022-11-15 13:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.201 s 0.101
2022-11-15 13:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.108
2022-11-15 13:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.294 s 0.074
2022-11-15 13:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.353 s 0.605
2022-11-15 13:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.863 s -0.262
2022-11-15 13:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.467 s 0.111
2022-11-15 13:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.517 s 0.110
2022-11-15 13:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s 0.968
2022-11-15 13:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.326 s -0.295
2022-11-15 13:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.196 s -0.498
2022-11-15 13:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.179 s 0.202
2022-11-15 13:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s 0.106
2022-11-15 13:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.291 s -0.165
2022-11-15 13:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.586 s -0.386
2022-11-15 13:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.824 s -0.756
2022-11-15 13:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.424 s 0.662
2022-11-15 14:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.756
2022-11-15 14:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.278 s -0.035
2022-11-15 14:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.791 s -0.996
2022-11-15 14:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.866 s -0.710
2022-11-15 13:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.340 s -0.691
2022-11-15 13:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s -0.030
2022-11-15 13:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.228 s 0.884
2022-11-15 14:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.601 s -0.479
2022-11-15 14:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.320 s 1.248
2022-11-15 14:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.212 s -0.384
2022-11-15 14:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.206 s 0.586
2022-11-15 14:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.886
2022-11-15 14:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.130
2022-11-15 14:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.906 s -0.698
2022-11-15 13:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s -0.492
2022-11-15 14:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.719 s -0.315
2022-11-15 14:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.485
2022-11-15 14:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.306 s -0.736
2022-11-15 13:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.322 s -0.004
2022-11-15 14:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.297
2022-11-15 14:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.428 s -0.694
2022-11-15 13:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.913 s 0.266
2022-11-15 14:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.281 s 0.052
2022-11-15 14:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.520 s 1.120
2022-11-15 14:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.094
2022-11-15 14:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.661 s 0.022
2022-11-15 14:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.604 s -0.473
2022-11-15 14:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.063 s -0.341
2022-11-15 14:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.510 s -0.476
2022-11-15 14:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.581 s -0.471
2022-11-15 14:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.191 s -0.354
2022-11-15 14:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.402 s 1.218
2022-11-15 14:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.264 s -0.674
2022-11-15 14:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.426 s -1.487
2022-11-15 14:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.258 s 0.069
2022-11-15 14:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.382 s -0.311
2022-11-15 14:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.971 s -0.751
2022-11-15 14:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.611 s -0.898
2022-11-15 14:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s -0.021
2022-11-15 14:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.784 s -0.924
2022-11-15 13:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.516 s -1.026
2022-11-15 14:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.880 s 0.856
2022-11-15 14:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.054 s -0.130
2022-11-15 14:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.368 s -0.447
2022-11-15 14:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.316 s -0.062
2022-11-15 14:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.234 s 0.617
2022-11-15 14:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.216 s 0.193
2022-11-15 14:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.216 s -0.123
2022-11-15 14:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.432 s -0.559
2022-11-15 14:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.941 s 0.676
2022-11-15 14:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.935 s -2.072
2022-11-15 14:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s 0.087
2022-11-15 14:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.540 s -0.481
2022-11-15 14:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.077
2022-11-15 14:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.190 s 0.583
2022-11-15 14:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s -0.209
2022-11-15 14:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s -0.253
2022-11-15 14:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.259 s 0.255
2022-11-15 14:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.723 s -1.664
2022-11-15 14:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.290 s -0.112
2022-11-15 14:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.440 s -0.424
2022-11-15 14:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.147 s -1.151
2022-11-15 14:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.261 s -2.139
2022-11-15 14:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s 0.385
2022-11-15 14:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.254 s 0.983
2022-11-15 14:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.717 s 0.178
2022-11-15 14:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.194 s 0.029
2022-11-15 14:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.799
2022-11-15 14:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.301 s 0.556
2022-11-15 14:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.221 s 0.365
2022-11-15 14:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.444 s 0.772
2022-11-15 14:25 JavaScript vectorFromArray numbers 0.016 s 0.362
2022-11-15 14:25 JavaScript vectorFromArray dictionary 0.016 s 1.280
2022-11-15 14:25 JavaScript Iterate Vector uint16Array 0.002 s 0.525
2022-11-15 14:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.302 s -0.174
2022-11-15 14:25 JavaScript Iterate Vector uint32Array 0.002 s 0.797
2022-11-15 14:25 JavaScript get Vector float32Array 0.002 s 0.152
2022-11-15 14:25 JavaScript Iterate Vector string 0.126 s 0.535
2022-11-15 14:25 JavaScript Spread Vector uint16Array 0.006 s 0.247
2022-11-15 14:25 JavaScript toArray Vector int64Array
2022-11-15 14:25 JavaScript get Vector uint16Array 0.003 s -1.219
2022-11-15 14:25 JavaScript get Vector uint64Array 0.003 s -1.621
2022-11-15 14:25 JavaScript Spread Vector float64Array 0.008 s 0.233
2022-11-15 14:25 JavaScript Spread Vector booleans 0.010 s 0.235
2022-11-15 14:25 JavaScript toArray Vector uint64Array
2022-11-15 14:25 JavaScript toArray Vector int16Array
2022-11-15 14:25 JavaScript Spread Vector uint64Array 0.012 s 0.069
2022-11-15 14:25 JavaScript Spread Vector int16Array 0.007 s 0.002
2022-11-15 14:25 JavaScript toArray Vector float64Array
2022-11-15 14:25 JavaScript toArray Vector booleans 0.010 s 0.048
2022-11-15 14:25 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.557
2022-11-15 14:25 JavaScript Table tracks, 1,000,000 0.096 s -1.650
2022-11-15 14:25 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.103
2022-11-15 14:25 JavaScript Iterate Vector int16Array 0.002 s 0.476
2022-11-15 14:25 JavaScript Spread Vector int64Array 0.012 s -0.225
2022-11-15 14:25 JavaScript toArray Vector uint16Array
2022-11-15 14:25 JavaScript Parse write recordBatches, tracks 0.002 s 0.765
2022-11-15 14:25 JavaScript Spread Vector float32Array 0.008 s 0.134
2022-11-15 14:25 JavaScript Spread Vector int8Array 0.007 s 0.007
2022-11-15 14:25 JavaScript get Vector int32Array 0.003 s -1.072
2022-11-15 14:25 JavaScript Spread Vector numbers 0.008 s 0.363
2022-11-15 14:25 JavaScript Spread Vector dictionary 0.010 s 1.241
2022-11-15 14:25 JavaScript toArray Vector uint8Array
2022-11-15 14:25 JavaScript toArray Vector int32Array
2022-11-15 14:25 JavaScript toArray Vector float32Array
2022-11-15 14:25 JavaScript Table tracks, 1,000,000 0.284 s -0.584
2022-11-15 14:25 JavaScript vectorFromArray booleans 0.018 s -0.439
2022-11-15 14:25 JavaScript Spread Vector string 0.147 s -0.630
2022-11-15 14:25 JavaScript toArray Vector string 0.151 s -2.813
2022-11-15 14:25 JavaScript Iterate Vector uint8Array 0.002 s 2.404
2022-11-15 14:25 JavaScript Iterate Vector int8Array 0.002 s 0.408
2022-11-15 14:25 JavaScript Iterate Vector int32Array 0.002 s 0.718
2022-11-15 14:25 JavaScript Iterate Vector float32Array 0.002 s -0.023
2022-11-15 14:25 JavaScript Iterate Vector numbers 0.002 s 0.783
2022-11-15 14:25 JavaScript Iterate Vector uint64Array 0.004 s 0.925
2022-11-15 14:25 JavaScript Iterate Vector int64Array 0.004 s 0.601
2022-11-15 14:25 JavaScript Iterate Vector float64Array 0.002 s 0.800
2022-11-15 14:25 JavaScript Iterate Vector booleans 0.004 s 0.214
2022-11-15 14:25 JavaScript Iterate Vector dictionary 0.004 s 1.019
2022-11-15 14:25 JavaScript Spread Vector uint8Array 0.006 s 0.250
2022-11-15 14:25 JavaScript Spread Vector uint32Array 0.007 s 0.191
2022-11-15 14:25 JavaScript Spread Vector int32Array 0.006 s 0.120
2022-11-15 14:25 JavaScript toArray Vector uint32Array
2022-11-15 14:25 JavaScript toArray Vector int8Array
2022-11-15 14:25 JavaScript toArray Vector numbers
2022-11-15 14:25 JavaScript toArray Vector dictionary 0.010 s 1.435
2022-11-15 14:25 JavaScript get Vector uint8Array 0.003 s -0.865
2022-11-15 14:25 JavaScript get Vector uint32Array 0.003 s -1.559
2022-11-15 14:25 JavaScript get Vector int8Array 0.003 s -1.008
2022-11-15 14:25 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.163
2022-11-15 14:25 JavaScript get Vector int16Array 0.003 s -1.423
2022-11-15 14:25 JavaScript get Vector int64Array 0.003 s -0.511
2022-11-15 14:25 JavaScript get Vector float64Array 0.002 s 0.120
2022-11-15 14:25 JavaScript get Vector booleans 0.002 s 0.397
2022-11-15 14:25 JavaScript get Vector string 0.125 s -0.108
2022-11-15 14:25 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.443
2022-11-15 14:25 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.080
2022-11-15 14:25 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-15 14:25 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 14:25 JavaScript get Vector numbers 0.002 s 0.120
2022-11-15 14:25 JavaScript get Vector dictionary 0.002 s -1.521
2022-11-15 14:25 JavaScript Parse read recordBatches, tracks 0.000 s 0.238
2022-11-15 14:25 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-15 14:25 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-15 14:25 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.189 s -0.211
2022-11-15 14:25 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.293
2022-11-15 14:25 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.772
2022-11-15 14:25 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.036
2022-11-15 14:25 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.001 s -1.040
2022-11-15 14:25 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.272
2022-11-15 14:25 JavaScript Table 1,000,000, tracks 0.271 s 0.001
2022-11-15 14:25 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.032 s 0.525
2022-11-15 14:25 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.491
2022-11-15 14:25 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.756
2022-11-15 14:25 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s -0.027
2022-11-15 14:25 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.190 s -0.449
2022-11-15 14:25 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.065
2022-11-15 14:25 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.107 s 0.898
2022-11-15 14:25 JavaScript Table tracks, 1,000,000 0.050 s 0.172
2022-11-15 14:25 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.144